The Estian Tattler: a gossip rag for my RimWorld colony that has to cite the save file

edition	story	at the editor's desk
1	Snake and Grasshopper	printed first time
2	The berry pile	sent back for claims about absence
3	Who hits whom	printed first time
4	The restaurant	printed first time
5	Flubber Flubber's grave	pitched from the Night Desk, sent back for comparisons
	Marcellina Triarius	spiked
6	Marcellina Triarius, again	re-pitched after a prompt fix, printed

You

Please handle everything in the best possible way so we can win this

Agent

I'm creating the Path Two Sanity project and starting an honest build log, which the post needs.

Agent

Input

$ cd /c/tmp && cat > save_peek4.py <<'EOF'
import xml.etree.ElementTree as ET
root = ET.parse("C:/Users/owner/AppData/LocalLow/Ludeon Studios/RimWorld by Ludeon Studios/Saves/Tribe of Estian.rws").getroot()
g = root.find('game')
pl = g.find('playLog/entries')
for e in pl:
    if e.findtext('intDef') in ('Slight','DeepTalk'):
        print(ET.tostring(e, encoding='unicode')[:900]); break
fm = g.find('world/factionManager/allFactions')
for f in fm:
    print(f.findtext('loadID'), f.findtext('def'), f.findtext('name'))
print(root.find('meta/modIds') is not None and len(root.find('meta/modIds')))
tales = g.find('taleManager/tales')
t = next(t for t in tales if t.findtext('def')=='FinishedResearchProject'); print(ET.tostring(t, encoding='unicode')[-500:])
t = next(t for t in tales if t.findtext('def')=='GainedMasterSkillWithPassion'); print(ET.tostring(t, encoding='unicode')[-400:])
t = next(t for t in tales if t.findtext('def')=='CompletedLongConstructionProject'); print(ET.tostring(t, encoding='unicode')[-500:])
EOF
python save_peek4.py

Output

<li Class="PlayLogEntry_Interaction">
                    <ticksAbs>18335859</ticksAbs>
                    <logID>14690</logID>
                    <intDef>DeepTalk</intDef>
                    <initiator>Thing_Human141555</initiator>
                    <recipient>Thing_Human568581</recipient>
                    <extras />
                    <initiatorFaction>Faction_6</initiatorFaction>
                    <initiatorIdeo>Ideo_5</initiatorIdeo>
                </li>
                
None VFEA_AncientSoldiers Ancient soldiers
1 FactionBase_Elders Grand Elders
2 RBSFE_TribeFae Nomadia
3 TribeRoughNeanderthal Koulkilsoud
4 VFEC_CentralRepublic Central Republic
5 VFEC_WesternRepublic Western Republic
6 VFEC_EasternRepublic Eastern Republic
7 TribeInsector Loyal Sorne Tribe
8 TribeSavageImpid Miess Firehome
9 DankPyon_Forest_Faction Creatures of the Forest
10 DankPyon_Witch_Faction Witch's Charmed
11 DankPyon_SnakeCave_Faction Cave Snakes
12 Insect Hive
13 Entities Dark entities
14 AA_BlackHive black hive
15 DankPyon_Hornets Hornets
16 Ancients Ancients
17 AncientsHostile Ancients
18 HoraxCult The Servants of Horax
19 SEX_MechanitorsHostile hostile mechanitors
20 VFE_Mechanoid Universal Algorithm Mechhive Golf
21 VFET_WildMen The Purple Mesa Coalition
815
 is &lt;color=#D09B61FF&gt;Snake&lt;/color&gt;'s fianc�e.</relationInfo>
                        <everBeenColonistOrTameAnimal>True</everBeenColonistOrTameAnimal>
                        <royalTitles />
                        <name Class="NameTriple">
                            <first>Reiraborvas</first>
                            <nick>Grasshopper</nick>
                            <last>Canga</last>
                        </name>
                        <app>VAE_Apparel_TribalPoncho</app>
                    </pawnData>
                    <defData>
                        <defName>VFEC_MeatDrying</defName>
                        <defType>Verse.ResearchProjectDef</defType>
                    </defData>
                </li>
                
lonistOrTameAnimal>True</everBeenColonistOrTameAnimal>
                        <royalTitles />
                        <name Class="NameTriple">
                            <first>Reiraborvas</first>
                            <nick>Grasshopper</nick>
                            <last>Canga</last>
                        </name>
                        <app>VAE_Apparel_TribalPoncho</app>
                    </pawnData>
                    <defData>
                        <defName>Intellectual</defName>
                        <defType>RimWorld.SkillDef</defType>
                    </defData>
                </li>
                
er>
                        <age>32</age>
                        <chronologicalAge>32</chronologicalAge>
                        <relationInfo />
                        <everBeenColonistOrTameAnimal>True</everBeenColonistOrTameAnimal>
                        <royalTitles />
                        <name Class="NameTriple">
                            <first>Hyena</first>
                            <last>Embaixada</last>
                        </name>
                        <peq>Bow_Short</peq>
                        <app>VAE_Headgear_StoneWarMask</app>
                    </pawnData>
                    <defDa
[... 110 more characters trimmed]

Agent

Input

$ cd /c/tmp && cat > save_peek5.py <<'EOF'
import xml.etree.ElementTree as ET, collections
root = ET.parse("C:/Users/owner/AppData/LocalLow/Ludeon Studios/RimWorld by Ludeon Studios/Saves/Tribe of Estian.rws").getroot()
g = root.find('game')
fm = g.find('world/factionManager/allFactions')
for f in fm:
    print(f.findtext('loadID'), f.findtext('def'), f.findtext('name'), f.findtext('ideos/primaryIdeo'))
# map pawns of player faction
for m in g.find('maps'):
    things = m.find('things')
    for t in things:
        if t.findtext('def') in (None,): continue
        if t.get('Class')=='Pawn' or t.findtext('kindDef'):
            fac = t.findtext('faction')
            kd = t.findtext('kindDef')
            if fac and 'Faction_6' == fac:
                n = t.find('name')
                nm = ' '.join(filter(None,[n.findtext('first'),n.findtext('nick'),n.findtext('last')])) if n is not None else ''
                print('MAP', t.findtext('id'), t.findtext('def'), kd, nm, t.findtext('gender'))
    print('map info', m.findtext('mapInfo/parent'))
wp = g.find('world/worldPawns')
print([c.tag for c in wp])
EOF
PYTHONIOENCODING=utf-8 python save_peek5.py 2>&1 | head -80

Output

None VFEA_AncientSoldiers Ancient soldiers Ideo_0
1 FactionBase_Elders Grand Elders Ideo_1
2 RBSFE_TribeFae Nomadia Ideo_2
3 TribeRoughNeanderthal Koulkilsoud Ideo_3
4 VFEC_CentralRepublic Central Republic Ideo_4
5 VFEC_WesternRepublic Western Republic Ideo_5
6 VFEC_EasternRepublic Eastern Republic Ideo_6
7 TribeInsector Loyal Sorne Tribe Ideo_7
8 TribeSavageImpid Miess Firehome Ideo_8
9 DankPyon_Forest_Faction Creatures of the Forest None
10 DankPyon_Witch_Faction Witch's Charmed None
11 DankPyon_SnakeCave_Faction Cave Snakes None
12 Insect Hive None
13 Entities Dark entities None
14 AA_BlackHive black hive None
15 DankPyon_Hornets Hornets None
16 Ancients Ancients Ideo_9
17 AncientsHostile Ancients Ideo_10
18 HoraxCult The Servants of Horax Ideo_11
19 SEX_MechanitorsHostile hostile mechanitors Ideo_12
20 VFE_Mechanoid Universal Algorithm Mechhive Golf None
21 VFET_WildMen The Purple Mesa Coalition Ideo_13
MAP Human331984 Human DankPyon_Ulrik_Oathbound Charites Decrescendo Female
MAP Human568581 Human VFEC_RepublicVillager Aquila Summanus None
MAP Human113017 Human VFET_Wildperson Marcellina Triarius Female
MAP Human141555 Human Mayor Iola Smalls Schaefer Female
MAP Human704885 Human VFEC_TownGuard Charango Paphianne None
map info WorldObject_633
['pawnsForcefullyKeptAsWorldPawns', 'pawnsAlive', 'pawnsMothballed', 'pawnsDead', 'gc']

Agent

Input

$ cat > save_peek6.py <<'EOF'
import xml.etree.ElementTree as ET, collections
root = ET.parse("C:/Users/owner/AppData/LocalLow/Ludeon Studios/RimWorld by Ludeon Studios/Saves/Tribe of Estian.rws").getroot()
g = root.find('game')
fm = g.find('world/factionManager/allFactions')
print(len(fm), [ (f.findtext('def'), f.findtext('loadID')) for f in fm][:3])
print(g.findtext('world/info/name'), g.findtext('world/info/seedString'))
# find all pawns anywhere with a name
names = {}
for el in root.iter():
    if el.tag == 'li' and el.find('kindDef') is not None and el.find('name') is not None:
        n = el.find('name')
        nm = ' '.join(filter(None,[n.findtext('first'),"'"+n.findtext('nick')+"'" if n.findtext('nick') else None,n.findtext('last')])) or n.text
        names[el.findtext('id')] = (nm, el.findtext('kindDef'), el.findtext('faction'), el.findtext('gender'), el.find('healthTracker/healthState') is not None and el.findtext('healthTracker/healthState'))
for k,v in names.items():
    if v[2] and v[2] in ('Faction_0','Faction_1') or 'Colonist' in (v[1] or '') or 'Tribe' in (v[1] or '') and v[2]=='Faction_?':
        print(k, v)
c = collections.Counter(v[2] for v in names.values()); print(c.most_common(10))
# who is player faction? print faction of Grasshopper
for k,v in names.items():
    if any(s in v[0] for s in ('Grasshopper','Snake','Hyena','Black Hawk','Rocaniraalbo')): print('>>',k,v)
EOF
PYTHONIOENCODING=utf-8 python save_peek6.py 2>&1 | head -60

Output

22 [('VFEA_AncientSoldiers', None), ('FactionBase_Elders', '1'), ('RBSFE_TribeFae', '2')]
Sadalsuud transit company
Human713 ('Gray Human', 'Elders_AncientChief', 'Faction_1', None, False)
Human1328 ('Diadumenianus Seneca', 'Colonist', 'Faction_5', None, False)
Human1322 ("Zañosai 'Tiger' Senra", 'Colonist', 'Faction_7', 'Female', False)
Human414116 ('Black Hawk', 'Tribal_Miner', 'Faction_1', 'Female', False)
Human1108 ("Boache 'Cockroach' Betasño", 'VFET_Wildperson', 'Faction_1', 'Female', False)
Human1291 ('Toad Abanqueiro', 'VFET_Wildperson', 'Faction_1', 'Female', False)
Human1292 ("Vega 'Raven' Abexada", 'VFET_Wildperson', 'Faction_1', None, False)
Human1109 ('Mabe Tolbar', 'VFET_Wildperson', 'Faction_1', None, False)
Human910 ("Xotasler 'Raptor' Camcroi", 'VFET_Wildperson', 'Faction_1', None, False)
Human72923 ("Leroy 'Bach' Bach", 'RBSF_Lansquenet', 'Faction_1', None, False)
Human68239 ("Gronar 'Gronar' Alline", 'DankPyon_Ulrik_Oathbound', 'Faction_1', None, False)
Human81483 ("Chaba 'Williamson' Williamson", 'Mercenary_Slasher', 'Faction_1', None, False)
Human102457 ('Black Squid', 'Elders_Warrior', 'Faction_1', 'Female', False)
Human248055 ("Braña 'Dragon' Godoma", 'VFET_Wildperson', 'Faction_1', None, False)
Human93190 ("Cathy 'Cathy' Day", 'VFEP_Corporal', 'Faction_1', 'Female', False)
Human110183 ('Engo Xogave', 'VFET_Wildperson', 'Faction_1', 'Female', False)
Human84678 ("Livvy 'Livvy' Winter", 'Elders_Psycaster', 'Faction_1', 'Female', False)
Human549722 ("Jarman 'Suphavai' Suphavai", 'Mercenary_Slasher', 'Faction_1', None, False)
Human110184 ('Rat Olcaca', 'VFET_Wildperson', 'Faction_1', None, False)
Human642838 ("Rilenia 'Thum' Thum", 'VFEE_Empire_Royal_Emperor', 'Faction_1', 'Female', False)
Human563147 ('Schlemiel Ibifer', 'RBSF_Lansquenet', 'Faction_1', None, False)
Human144038 ('Pecho Hornet', 'VFET_Wildperson', 'Faction_1', None, False)
Human133716 ("Murdock 'Kim' Morse", 'VFEE_Empire_Royal_Emperor', 'Faction_1', None, False)
Human387867 ('Curro Seahorse', 'Elders_Warrior', 'Faction_1', None, False)
Human143925 ('Bomaraban Boomrat', 'VFET_Wildperson', 'Faction_1', None, False)
Human252228 ('Theodore Miravet', 'Mayor', 'Faction_1', None, False)
Human387832 ('Green Braballacam', 'Elders_Warrior', 'Faction_1', None, False)
Human397151 ("Sonja 'Sonja' Niedermann", 'Mercenary_Heavy', 'Faction_1', 'Female', False)
Human352356 ('Viper Marcóleas', 'Elders_Trader', 'Faction_1', None, False)
Human352420 ('Alboio Ib
[... 2497 more characters trimmed]

Agent

I'm building Path Two now. I'm mapping which pawns in the save are the colony's cast so the ingest script pulls the right people.

Agent

Input

$ cat > save_peek8.py <<'EOF'
import xml.etree.ElementTree as ET, collections
root = ET.parse("C:/Users/owner/AppData/LocalLow/Ludeon Studios/RimWorld by Ludeon Studios/Saves/Tribe of Estian.rws").getroot()
g = root.find('game')
maps = g.find('maps'); print('maps', len(maps))
for m in maps:
    fc = collections.Counter()
    for t in m.find('things'):
        if t.findtext('def')=='Human':
            n=t.find('name'); fc[t.findtext('faction')]+=1
            if t.findtext('faction')=='Faction_1':
                print(t.findtext('id'), n.findtext('first'), n.findtext('nick'), n.findtext('last'), t.findtext('kindDef'), t.findtext('gender'), t.findtext('ageTracker/birthBiologicalTicks'), bool(t.find('healthTracker/hediffSet')), t.findtext('guest/guestStatus'))
    print(fc)
# tales pawn ids
ids = collections.Counter()
for t in g.find('taleManager/tales'):
    for k in ('pawnData','firstPawnData','secondPawnData'):
        p=t.find(k)
        if p is not None:
            n=p.find('name'); ids[(p.findtext('pawn'), n.findtext('first') if n is not None else None, n.findtext('nick') if n is not None else None, n.findtext('last') if n is not None else None)]+=1
for k,v in ids.most_common(40): print(v,k)
EOF
PYTHONIOENCODING=utf-8 python save_peek8.py

Output

maps 1
Counter({'Faction_6': 5, 'Faction_21': 4, None: 1})
93 ('Thing_Human144483', 'Snake', 'Snake', 'Rato')
90 ('Thing_Human147640', 'Hyena', None, 'Embaixada')
84 ('Thing_Human287384', 'Rocaniraalbo', None, 'Ambmea')
59 ('Thing_Human250142', 'Reiraborvas', 'Grasshopper', 'Rato')
50 ('Thing_Human250142', 'Reiraborvas', 'Grasshopper', 'Canga')
10 ('Thing_Human99323', 'Flubber', 'Flubber', 'Flubber')
9 ('Thing_Human414116', 'Black', None, 'Hawk')
6 ('Thing_Human106707', 'Burger', 'Burger', 'Unkown')
5 ('Thing_Human144483', 'Snake', None, 'Rato')
3 ('Thing_Human1321', 'Estian', 'Hough', 'Hough')
1 ('Thing_Human352356', 'Viper', None, 'Marcóleas')
1 ('Thing_Human106420', 'Spurius', None, 'Consus')
1 ('Thing_Human382379', 'Maximus', 'Maximus', 'Claudian')
1 ('Thing_Human290077', 'Le', 'Mangum', 'Mangum')

Agent

Input

$ cat > save_peek9.py <<'EOF'
import xml.etree.ElementTree as ET
root = ET.parse("C:/Users/owner/AppData/LocalLow/Ludeon Studios/RimWorld by Ludeon Studios/Saves/Tribe of Estian.rws").getroot()
g = root.find('game')
parent = {c:p for p in root.iter() for c in p}
want = {'Human144483','Human147640','Human287384','Human250142','Human99323','Human414116','Human106707','Human1321'}
for el in root.iter('li'):
    if el.findtext('id') in want and el.find('kindDef') is not None:
        chain=[]; x=el
        while x in parent: x=parent[x]; chain.append(x.tag)
        print(el.findtext('id'), el.findtext('kindDef'), el.findtext('faction'), '/'.join(reversed(chain[:6])), el.findtext('healthTracker/healthState'), el.findtext('ageTracker/birthBiologicalTicks'))
wos = g.find('world/worldObjects/worldObjects')
for w in wos:
    if w.findtext('faction')=='Faction_1' or w.get('Class') in ('Caravan','RimWorld.Planet.Caravan'):
        print('WO', w.get('Class'), w.findtext('def'), w.findtext('ID'), w.findtext('nameInt'), w.findtext('faction'), w.findtext('tile'))
print(root.findtext('meta/gameVersion'))
EOF
PYTHONIOENCODING=utf-8 python save_peek9.py

Output

Human414116 Tribal_Miner Faction_1 savegame/game/world/worldPawns/pawnsMothballed None None
Human1321 VFET_Wildperson Faction_21 savegame/game/world/worldPawns/pawnsDead Dead None
Human99323 VFET_Wildperson Faction_21 savegame/game/world/worldPawns/pawnsDead Dead None
Human106707 VFET_Wildperson Faction_21 savegame/game/world/worldPawns/pawnsDead Dead None
WO Settlement Settlement 0 Cedar Faction_1 7814
WO Settlement Settlement 21 Hatumna Faction_1 383352
WO Settlement Settlement 23 Woodborn Faction_1 324122
WO Settlement Settlement 25 Aalar Faction_1 260701
WO Settlement Settlement 26 Westette Faction_1 309977
WO Settlement Settlement 27 Covenlin Faction_1 191200
WO Settlement Settlement 40 Losar Faction_1 196347
WO Settlement Settlement 43 Silla Faction_1 62259
WO Settlement Settlement 46 Atinla Faction_1 382167
WO Settlement Settlement 49 Aloe Faction_1 405947
WO Settlement Settlement 70 Layari Faction_1 407920
WO Settlement Settlement 77 Elkridge Faction_1 458875
WO Settlement Settlement 79 Yarta Faction_1 466635
WO Settlement Settlement 80 Akkad Faction_1 189873
WO Settlement Settlement 102 Bearbor Faction_1 171553
WO Settlement Settlement 122 Loran Faction_1 408764
WO Settlement Settlement 139 Kurshi Faction_1 329030
WO Settlement Settlement 156 Kuvaq Faction_1 253794
WO Settlement Settlement 159 Laya Faction_1 433913
WO Settlement Settlement 162 Haroova Faction_1 137706
WO Settlement Settlement 169 Ka Faction_1 89752
WO Settlement Settlement 172 Nora Faction_1 528295
WO Settlement Settlement 186 Kara Faction_1 168630
WO Settlement Settlement 188 Kerma Faction_1 387285
WO Settlement Settlement 195 Lin Faction_1 227171
WO Settlement Settlement 213 Carnir Faction_1 211905
WO Settlement Settlement 220 Nor Faction_1 462741
WO Settlement Settlement 221 Harona Faction_1 367131
WO Settlement Settlement 227 Killlan Faction_1 288755
WO Settlement Settlement 240 Kadis Faction_1 508992
WO Settlement Settlement 265 Gela Faction_1 268475
WO Settlement Settlement 266 Kebise Faction_1 430223
WO Settlement Settlement 272 Mando Faction_1 583454
WO Settlement Settlement 276 Aranar Faction_1 102195
WO Settlement Settlement 277 Bearaba Faction_1 33427
WO Settlement Settlement 292 Kedin Faction_1 258622
WO Settlement Settlement 298 Tartess Faction_1 179705
WO Settlement Settlement 311 Argos Faction_1 50701
WO Settlement Settlement 314 Nightcaster Faction_1 385729
WO Settlement Settlement 320 Psylentria Faction_1 279830
WO Settl
[... 1791 more characters trimmed]

Agent

Input

$ cat > save_timeline.py <<'EOF'
import xml.etree.ElementTree as ET, re
root = ET.parse("C:/Users/owner/AppData/LocalLow/Ludeon Studios/RimWorld by Ludeon Studios/Saves/Tribe of Estian.rws").getroot()
g = root.find('game')
start = int(g.findtext('tickManager/gameStartAbsTick') or 0)
strip = lambda s: re.sub(r'</?color[^>]*>', '', s or '').replace('\n',' / ')
rows=[]
def nm(p):
    n=p.find('name')
    if n is None: return p.findtext('pawn')
    return n.findtext('nick') or n.findtext('first')
for t in g.find('taleManager/tales'):
    ps=[nm(t.find(k)) for k in ('pawnData','firstPawnData','secondPawnData') if t.find(k) is not None]
    rows.append((int(t.findtext('date')), 'TALE', t.findtext('def'), ','.join(ps), t.findtext('defData/defName') or ''))
for a in g.find('history/archive/archivables'):
    tick = a.findtext('arrivalTick') or a.findtext('startingTick')
    rows.append((int(tick), a.get('Class'), strip(a.findtext('label')), '', strip(a.findtext('text'))[:300]))
for r in sorted(rows):
    print(f"d{(r[0]-start)/60000:7.2f} {r[1]:22} {r[2]:35} {r[3]:30} {r[4]}")
EOF
PYTHONIOENCODING=utf-8 python save_timeline.py > timeline.txt; wc -l timeline.txt; grep -v "PlayedGame\|WalkedNaked" timeline.txt | head -150

Output

556 timeline.txt
d 116.48 TALE                   Wounded                             Grasshopper,Hyena              
d 116.48 TALE                   Wounded                             Grasshopper,Hyena              
d 116.48 TALE                   Wounded                             Grasshopper,Hyena              
d 116.48 TALE                   Wounded                             Grasshopper,Hyena              
d 116.48 TALE                   Wounded                             Grasshopper,Hyena              
d 118.17 TALE                   HeatstrokeRevealed                  Snake                          Heatstroke
d 118.23 TALE                   HeatstrokeRevealed                  Hyena                          Heatstroke
d 118.41 TALE                   FinishedResearchProject             Grasshopper                    VFEC_MeatDrying
d 119.47 TALE                   CompletedLongConstructionProject    Hyena                          ASF_Granary
d 122.00 TALE                   VisitedGrave                        Hyena,Flubber                  
d 122.32 TALE                   CompletedLongConstructionProject    Hyena                          ASF_Granary
d 124.29 TALE                   AttendedParty                       Grasshopper,Grasshopper        
d 124.29 TALE                   AttendedParty                       Hyena,Grasshopper              
d 124.29 TALE                   AttendedParty                       Rocaniraalbo,Grasshopper       
d 124.29 TALE                   AttendedParty                       Snake,Grasshopper              
d 124.63 TALE                   GainedMasterSkillWithPassion        Grasshopper                    Intellectual
d 124.90 TALE                   CompletedLongConstructionProject    Rocaniraalbo                   DankPyon_RusticCookingTable
d 125.47 TALE                   Eclipse                             Hyena                          
d 127.77 TALE                   CompletedLongCraftingProject        Rocaniraalbo                   VAE_Apparel_PeltCoat
d 128.58 TALE                   FinishedResearchProject             Grasshopper                    VFEC_TemperatureControl
d 130.58 TALE                   SocialFight                         Hyena,Grasshopper              
d 130.59 TALE                   Wounded                             Grasshopper,Hyena              
d 130.59 TALE                   Wounded                             Grasshopper,Hyena              
d 130.59 TALE                   Wounded     
[... 15727 more characters trimmed]

Agent

Input

$ grep -v "PlayedGame\|WalkedNaked\|carrion\|rotted" timeline.txt | sed -n '1,40p;190,400p' | cut -c1-260

Output

d 116.48 TALE                   Wounded                             Grasshopper,Hyena              
d 116.48 TALE                   Wounded                             Grasshopper,Hyena              
d 116.48 TALE                   Wounded                             Grasshopper,Hyena              
d 116.48 TALE                   Wounded                             Grasshopper,Hyena              
d 116.48 TALE                   Wounded                             Grasshopper,Hyena              
d 118.17 TALE                   HeatstrokeRevealed                  Snake                          Heatstroke
d 118.23 TALE                   HeatstrokeRevealed                  Hyena                          Heatstroke
d 118.41 TALE                   FinishedResearchProject             Grasshopper                    VFEC_MeatDrying
d 119.47 TALE                   CompletedLongConstructionProject    Hyena                          ASF_Granary
d 122.00 TALE                   VisitedGrave                        Hyena,Flubber                  
d 122.32 TALE                   CompletedLongConstructionProject    Hyena                          ASF_Granary
d 124.29 TALE                   AttendedParty                       Grasshopper,Grasshopper        
d 124.29 TALE                   AttendedParty                       Hyena,Grasshopper              
d 124.29 TALE                   AttendedParty                       Rocaniraalbo,Grasshopper       
d 124.29 TALE                   AttendedParty                       Snake,Grasshopper              
d 124.63 TALE                   GainedMasterSkillWithPassion        Grasshopper                    Intellectual
d 124.90 TALE                   CompletedLongConstructionProject    Rocaniraalbo                   DankPyon_RusticCookingTable
d 125.47 TALE                   Eclipse                             Hyena                          
d 127.77 TALE                   CompletedLongCraftingProject        Rocaniraalbo                   VAE_Apparel_PeltCoat
d 128.58 TALE                   FinishedResearchProject             Grasshopper                    VFEC_TemperatureControl
d 130.58 TALE                   SocialFight                         Hyena,Grasshopper              
d 130.59 TALE                   Wounded                             Grasshopper,Hyena              
d 130.59 TALE                   Wounded                             Grasshopper,Hyena              
d 130.59 TALE                   Wounded                      
[... 13293 more characters trimmed]

Agent

I've mapped the save: 354 tales plus letters, and I'm writing the ingest script that turns them into Sanity records next.

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/newsroom/node_modules/@⁠sanity/workflow-engine && wc -l README.md DATAMODEL.md dist/*.d.ts && cat README.md | head -400

Output

    71 README.md
  1090 DATAMODEL.md
  2343 dist/define.d.ts
 10713 dist/index.d.ts
 14217 total
# @⁠sanity/workflow-engine

Workflow / BPM engine for Sanity content. Define workflows as data, run them as
instances against a Sanity client, gate transitions on GROQ filters, and queue
effects for runtimes to drain.

> **Status:** Pre-1.0 and publicly available on npm. The API may change between
> minor versions.

## Installation

```bash
npm install @⁠sanity/workflow-engine
```

## Fields vs Sanity schema fields

A workflow **field** is the engine's state primitive: a typed value a workflow
instance carries — an assignee, a decision, a due date, a reference to the
document under review. Fields are declared in `fields: [...]` at workflow,
stage, or activity scope and live on the workflow **instance** document. They
are not Sanity schema fields: they never touch your content documents' shape.

The authoring DSL deliberately borrows Sanity's schema idiom, so
`@⁠sanity/workflow-engine/define` exports its own `defineField`. A Studio file
that also imports `defineField` from `sanity` should alias one of them:

```ts
import {defineField as defineWorkflowField} from '@⁠sanity/workflow-engine/define'
```

The `fields` key itself appears at four nesting levels, meaning something
different at each — read it by where it sits:

1. **Declared field entries** — on a definition's workflow / stage / activity
   nodes: the typed state that scope carries.
2. **Sub-field shapes** — inside an `object`- or `array`-kind field entry:
   lightweight `{type, name}` shapes for the value's structure, mirroring
   Sanity's `object.fields` / `array.of`.
3. **Object value expressions** — a `{type: 'object', fields: {...}}` value
   expression in an op payload: one expression per key of the computed
   object value.
4. **Resolved runtime values** — `fields` on a workflow instance document: the
   declared entries with their current values, written by ops and edits.

## Resolving actors to current project users

An `Actor` stores durable provenance, not mutable profile data. CLI, MCP, and
server consumers resolve through the client already bound to their engine:

```ts
const result = await engine.resolveActor({actor: effect.actor, projectId})

if (result.status === 'resolved') {
  await notify(result.user)
}
```

The package also exports `resolveClientActor(client, {actor, projectId})` for
code that has a plain `WorkflowClient` but no constructed engine. UI adapters
implement `ProjectUserDi
[... 398 more characters trimmed]

Agent

Input

$ cat "C:/Users/owner/AppData/Local/Temp/claude/C--Users-owner/cb5e482e-d893-4cd2-9e25-7f331f362c4c/tasks/b8vfxsyok.output" | cut -c1-230

Output

556 records ({'tale': 354, 'message': 149, 'letter': 53}), 12 pawns, days 117-306, 17/55 def labels -> D:\Repos\web-apps\estian-tattler\data\tattler.ndjson

real    3m37.267s
user    0m0.000s
sys 0m0.015s
pawn-Human250142 Reiraborvas 'Grasshopper' Rato ['Canga', 'Grasshopper', 'Rato', 'Reiraborvas', "Reiraborvas 'Grasshopper' Canga", "Reiraborvas 'Grasshopper' Rato"] ["Reiraborvas 'Grasshopper' Canga"] True Grasshopper has a relati
pawn-Human147640 Hyena Embaixada ['Embaixada', 'Hyena', 'Hyena Embaixada'] [] True None
pawn-Human144483 Snake Rato ['Rato', 'Snake', 'Snake Rato'] [] True Snake has a relationship with a colonist. He is Grasshopper's ex-husband.
pawn-Human287384 Rocaniraalbo Ambmea ['Ambmea', 'Rocaniraalbo', 'Rocaniraalbo Ambmea'] [] True None
pawn-Human99323 Flubber Flubber ['Flubber', 'Flubber Flubber'] [] True None
pawn-Human1321 Estian Hough ['Estian', 'Estian Hough', 'Hough'] [] True None
pawn-Human352356 Viper Marc�leas ['Marc�leas', 'Viper', 'Viper Marc�leas'] [] False None
pawn-Human106707 Burger Unkown ['Burger', 'Burger Unkown', 'Unkown'] [] True None
pawn-Human414116 Black Hawk ['Black', 'Black Hawk', 'Hawk'] [] False None
pawn-Human106420 Spurius Consus ['Consus', 'Spurius', 'Spurius Consus'] [] False None
pawn-Human382379 Maximus Claudian ['Claudian', 'Maximus', 'Maximus Claudian'] [] False Maximus has a relationship with a colonist. He is Snake's grandfather.
pawn-Human290077 Le Mangum ['Le', 'Le Mangum', 'Mangum'] [] False None
265 letter ['Grasshopper', 'Snake'] Food binge: Grasshopper | Grasshopper is pigging out on food.  This happened because of poor mood.  The final straw 
265 message ['Grasshopper', 'Hyena']  | Grasshopper has been successfully calmed down by Embaixada.
265 message ['Grasshopper']  | Grasshopper is no longer pigging out on food.
265 message ['Snake', 'Rocaniraalbo']  | Snake started a social fight with Rocaniraalbo.
265 message ['Snake', 'Rocaniraalbo']  | Snake and Rocaniraalbo are no longer social fighting.
268 message ['Snake']  | Snake, Warrior is fully healed.
268 letter ['Snake'] Inspired recruitment: Snake | Thanks to high mood, Snake has experienced an inspiration!  He will successfully recruit t
268 message ['Rocaniraalbo']  | Rocaniraalbo, Messenger is fully healed.
271 message ['Hyena']  | Embaixada, Thane is no longer inspired (inspired trade).
271 letter ['Snake', 'Hyena'] Disease: Muscle parasites | 2 of your natives have gotten sick from muscle parasites.  Ensure you have a med
[... 1794 more characters trimmed]

Agent

The ingest works: 556 records and 12 pawns, covering days 117 to 306. I'm fixing three things now: slow def-label lookups, the missing play-log talks, and a leftover name tag.

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler && python - <<'EOF'
import re
p='ingest/parse_save.py'; s=open(p,encoding='utf-8').read()
s=s.replace('FACTION_TAG = re.compile(r"\\(\\*Faction=[^)]*\\)|\\(/Faction\\)")','FACTION_TAG = re.compile(r"\\(\\*\\w+(=[^)]*)?\\)|\\(/\\w+\\)")')
s=s.replace('''    for el in root.iter("li"):
        if el.findtext("def") == "Human" and el.find("kindDef") is not None and el.find("name") is not None:''','''    for el in root.iter():
        if el.findtext("def") == "Human" and el.find("kindDef") is not None and el.find("name") is not None:''')
s=s.replace('''    labels = def_labels(subjects)
    return''','''    labels = json.loads(LABELS.read_text(encoding="utf-8")) if LABELS.exists() else {}
    if scan_defs:
        labels = {**labels, **def_labels(subjects - labels.keys())}
        LABELS.write_text(json.dumps(dict(sorted(labels.items())), indent=1, ensure_ascii=False) + "\\n", encoding="utf-8")
    return''')
s=s.replace('def parse(save_path):','def parse(save_path, scan_defs=False):')
s=s.replace('''WORKSHOP = os.environ''','''LABELS = Path(__file__).resolve().parent / "def_labels.json"
WORKSHOP = os.environ''')
s=s.replace('''    args = ap.parse_args()

    root, game, start, now, pawns, records, labels = parse(args.save)''','''    ap.add_argument("--scan-defs", action="store_true", help="look up def labels in the installed game and mods")
    args = ap.parse_args()

    root, game, start, now, pawns, records, labels = parse(args.save, args.scan_defs)''')
open(p,'w',encoding='utf-8',newline='\n').write(s)
EOF
grep -n "FACTION_TAG =\|root.iter()\|scan_defs\|LABELS" ingest/parse_save.py

Output

18:LABELS = Path(__file__).resolve().parent / "def_labels.json"
48:FACTION_TAG = re.compile(r"\(\*\w+(=[^)]*)?\)|\(/\w+\)")
103:def parse(save_path, scan_defs=False):
148:    for el in root.iter():
163:    labels = json.loads(LABELS.read_text(encoding="utf-8")) if LABELS.exists() else {}
164:    if scan_defs:
166:        LABELS.write_text(json.dumps(dict(sorted(labels.items())), indent=1, ensure_ascii=False) + "
220:    root, game, start, now, pawns, records, labels = parse(args.save, args.scan_defs)

Agent

Input

$ cd /c/tmp/wfdocs && sed -n '1,400p' getting-started.md | grep -v "^> For AI agents" | head -300

Output

# Quick start: run your first workflow

Define your first workflow in TypeScript, deploy it, and move a Sanity document through its stages.

> [!WARNING]
> Early access
> Workflows is in early access, built in public. Read [How early access works](https://www.sanity.io/docs/workflows/prerelease) before you rely on it.



Sanity Workflows moves a document through named stages under rules you deploy. You author a **definition** that names the stages, the work inside each one, and the conditions for moving between them. Deploying the definition makes it available to run. Starting an **instance** runs it against one document.

This quick start deploys a three-stage article review, starts an instance against a document in your dataset, and moves that instance to its final stage. Every step runs from a terminal with the Workflows CLI. No Sanity Studio is involved.

You need:

- Node.js 20.12 or later.
- A Sanity project and a dataset you can write to.
- One published document in that dataset for the workflow to act on. Note its `_id` and its `_type`.

## Step 1: Install the packages

Use Workflows 0.33.0 or later for this quick start. `@⁠sanity/workflow-engine` provides the definition language and runtime. `@⁠sanity/workflow-cli` deploys definitions and drives instances from a terminal. Install both at the same version:

**npm**

```shell
npm install @⁠sanity/workflow-engine @⁠sanity/workflow-cli
```

**pnpm**

```shell
pnpm add @⁠sanity/workflow-engine @⁠sanity/workflow-cli
```

**yarn**

```shell
yarn add @⁠sanity/workflow-engine @⁠sanity/workflow-cli
```

**bun**

```shell
bun add @⁠sanity/workflow-engine @⁠sanity/workflow-cli
```

The CLI reads the token from your Sanity login session. Log in once:

**npm**

```shell
npx sanity@⁠latest login
```

**pnpm**

```shell
pnpm dlx sanity@⁠latest login
```

**yarn**

```shell
yarn dlx sanity@⁠latest login
```

**bun**

```shell
bunx sanity@⁠latest login
```

In CI, set `SANITY_AUTH_TOKEN` instead of logging in. With neither, the CLI stops before it writes anything and reports `No Sanity token found — run `sanity login`, or set SANITY_AUTH_TOKEN.`

## Step 2: Define a three-stage workflow

A definition names the stages a document passes through, the activities inside each stage, and the transitions that move an instance onward. Create `workflows/article-review.ts` with three stages: `drafting`, `review`, and `approved`.

**workflows/article-review.ts**

```typescript
import {
  defineAction,
  defineActivity,
  defin
[... 7448 more characters trimmed]

Agent

Input

$ grep -v "^> For AI agents" effects-and-runtimes.md | grep -v "^\*\*\(pnpm\|yarn\|bun\)\*\*"

Output

# Effects and runtimes

Why the engine queues effects instead of running them, and where the runtime lives: the verbs your code calls, and the drainer that delivers queued work.

> [!WARNING]
> Early access
> Workflows is in early access, built in public. Read [How early access works](https://www.sanity.io/docs/workflows/prerelease) before you rely on it.



A workflow regularly needs to act on the world beyond its own fields: send an email, kick off a build, call an API. Workflows splits that work in two. The engine records what should happen, and a runtime you supply makes it happen.

## Why the engine queues effects instead of running them

The engine never runs that outside work itself. Effects are declared on actions, the only construct that carries work. When the action fires, whether a caller fired it or its `when` condition turned true, the engine queues the effect and records what needs doing. A separate runtime then picks it up, runs it, and reports back.

The engine’s job is evaluating rules and moving instances, and that work has to be repeatable: the same instance and inputs always produce the same decision. Sending an email is not repeatable; it can fail, be slow, or happen twice. Queuing keeps the engine deterministic and testable, and puts the messy part where failure and retries belong.

Queuing writes a row into the instance’s `pendingEffects`. The row carries the effect’s name and its resolved `params`: an effect’s `bindings` are GROQ over the workflow’s state, and the engine evaluates them to concrete JSON at the moment it queues the effect. So a handler receives plain values, and never has to read the workflow back. The stored definition names the effect and never references code. A runtime registers a handler against that name, one handler per name.

## The engine is a library, not a service

Nothing runs in the background watching your content and pushing workflows along. `@⁠sanity/workflow-engine` is a library your process imports: it evaluates rules and commits state when your code calls it, and does nothing at all in between. The runtime is whatever you build around it.

What you call is a small set of verbs. None of them runs unless something calls it.

| Verb | Call it when | Who calls it in practice |
| --- | --- | --- |
| `fireAction` | Someone or something acted: an editor approved, a webhook arrived. Only an action without a `when` condition is caller-fired. | The Studio plugin or your own UI, a webhook receiver, an operator
[... 20179 more characters trimmed]

Agent

Input

$ for f in studio-plugin app-sdk; do grep -v "^> For AI agents" $f.md | grep -v "^\*\*\(pnpm\|yarn\|bun\)\*\*" | awk 'BEGIN{skip=0} /^```shell/{c++} {print}' ; done | head -700

Output

<persisted-output>
Output too large (31.2KB). Full output saved to: C:\Users\owner\.claude\projects\C--Users-owner\cb5e482e-d893-4cd2-9e25-7f331f362c4c\tool-results\bfivrcqpp.txt

Preview (first 2KB):
# Add Workflows to Sanity Studio

Install the Workflows plugin in a Sanity Studio, bind it to your deployed definitions, and put workflows in front of editors.

> [!WARNING]
> Early access
> Workflows is in early access, built in public. Read [How early access works](https://www.sanity.io/docs/workflows/prerelease) before you rely on it.



The Workflows Studio plugin connects deployed workflow definitions to Sanity Studio. It adds a workflow strip and a Workflows view to the document editor, and a Workflows tool for tracking work across documents.

This guide starts from a Studio with no workflow UI and ends with an editor starting a workflow on a document. For what editors see and do once it is running, read [Workflows in Sanity Studio](https://www.sanity.io/docs/workflows/studio-user-guide).

Before you start, you need:

- At least one deployed workflow definition, and the tag it was deployed under: see [Configure and deploy workflow definitions](https://www.sanity.io/docs/workflows/deploy-definitions).
- Sanity Studio v6.15.0 or later (v6.x).
- React and React DOM 19.2.7 or later.
- `styled-components` 6.4.2 or later.
- `@⁠sanity/sdk` 3.1 or later in the 3.x line. The plugin requires this dependency directly.
- Node.js 20 or later.

> [!NOTE]
> Only the plugin needs a Studio
> Studio 6 is a major version, so a Studio still on v5 needs that upgrade before the plugin installs, and that upgrade is its own piece of work. The engine, the CLI, the App SDK adapter, and the MCP server have no dependency on Sanity Studio, so you can author, deploy, and drive workflows while the Studio upgrade is still ahead of you. The [quick start](https://www.sanity.io/docs/workflows/getting-started) runs end to end without one.

## Install the packages

Install the packages in a Sanity Studio 6.15 or later project in the 6.x line. The plugin reads the definitions you deployed with the Workflows CLI.

...
</persisted-output>

Agent

Input

C:\Users\owner\.claude\projects\C--Users-owner\cb5e482e-d893-4cd2-9e25-7f331f362c4c\tool-results\bfivrcqpp.txt

Output

1    
2   # Add Workflows to Sanity Studio
3   
4   Install the Workflows plugin in a Sanity Studio, bind it to your deployed definitions, and put workflows in front of editors.
5   
6   > [!WARNING]
7   > Early access
8   > Workflows is in early access, built in public. Read [How early access works](https://www.sanity.io/docs/workflows/prerelease) before you rely on it.
9   
10  
11  
12  The Workflows Studio plugin connects deployed workflow definitions to Sanity Studio. It adds a workflow strip and a Workflows view to the document editor, and a Workflows tool for tracking work across documents.
13  
14  This guide starts from a Studio with no workflow UI and ends with an editor starting a workflow on a document. For what editors see and do once it is running, read [Workflows in Sanity Studio](https://www.sanity.io/docs/workflows/studio-user-guide).
15  
16  Before you start, you need:
17  
18  - At least one deployed workflow definition, and the tag it was deployed under: see [Configure and deploy workflow definitions](https://www.sanity.io/docs/workflows/deploy-definitions).
19  - Sanity Studio v6.15.0 or later (v6.x).
20  - React and React DOM 19.2.7 or later.
21  - `styled-components` 6.4.2 or later.
22  - `@⁠sanity/sdk` 3.1 or later in the 3.x line. The plugin requires this dependency directly.
23  - Node.js 20 or later.
24  
25  > [!NOTE]
26  > Only the plugin needs a Studio
27  > Studio 6 is a major version, so a Studio still on v5 needs that upgrade before the plugin installs, and that upgrade is its own piece of work. The engine, the CLI, the App SDK adapter, and the MCP server have no dependency on Sanity Studio, so you can author, deploy, and drive workflows while the Studio upgrade is still ahead of you. The [quick start](https://www.sanity.io/docs/workflows/getting-started) runs end to end without one.
28  
29  ## Install the packages
30  
31  Install the packages in a Sanity Studio 6.15 or later project in the 6.x line. The plugin reads the definitions you deployed with the Workflows CLI.
32  
33  Install every `@⁠sanity/workflow-*` package at the same version. The command includes the plugin’s required Workflows packages. For an existing installation, follow [the compatibility and upgrade instructions](https://www.sanity.io/docs/workflows/upgrade).
34  
35  SDK 3.1.0 can resolve `@⁠sanity/mutate` 0.18.1, which can leave document reads pending with Sanity client 8. Before installing, merge this override into your application’s root package-manager configuration:
36  
37  **package.json 
[... 32242 more characters trimmed]

Agent

I've read the Workflows docs, and the engine fits the plan: stories move through desk stages, and effects call Claude and GitHub. I'm checking the rebuilt data next, then writing the schema.

Agent

Input

$ cat "C:/Users/owner/AppData/Local/Temp/claude/C--Users-owner/cb5e482e-d893-4cd2-9e25-7f331f362c4c/tasks/boye809th.output"; cd /d/Repos/web-apps/estian-tattler && cat ingest/def_labels.json | head -30; PYTHONIOENCODING=utf-8 python -c "
import json
docs=[json.loads(l) for l in open('data/tattler.ndjson',encoding='utf-8')]
print(docs[0])
for d in docs:
  if d['_type']=='record' and d['kind'] in ('tale','talk') and d['def'] not in ('PlayedGame','WalkedNaked','Wounded'): print(d['colonyDay'], d['kind'], d['text'])
" | head -80

Output

cat: ingest/def_labels.json: No such file or directory
{'_id': 'colony', '_type': 'colony', 'name': 'Tribe of Estian', 'gameVersion': '1.5.4297 rev1079', 'modCount': 815, 'currentDay': 306, 'firstRecordDay': 117, 'recordCount': 556}
119 tale Snake Rato came down with heatstroke.
119 tale Hyena Embaixada came down with heatstroke.
119 tale Reiraborvas 'Grasshopper' Canga finished researching VFEC_MeatDrying.
120 tale Hyena Embaixada finished building ASF_Granary.
123 tale Hyena Embaixada visited the grave of Flubber Flubber.
123 tale Hyena Embaixada finished building ASF_Granary.
125 tale Reiraborvas 'Grasshopper' Canga attended a party thrown by Reiraborvas 'Grasshopper' Canga.
125 tale Rocaniraalbo Ambmea attended a party thrown by Reiraborvas 'Grasshopper' Canga.
125 tale Hyena Embaixada attended a party thrown by Reiraborvas 'Grasshopper' Canga.
125 tale Snake Rato attended a party thrown by Reiraborvas 'Grasshopper' Canga.
125 tale Reiraborvas 'Grasshopper' Canga became a master of Intellectual.
125 tale Rocaniraalbo Ambmea finished building rustic cooking table.
126 tale Hyena Embaixada saw an eclipse.
128 tale Rocaniraalbo Ambmea finished crafting VAE_Apparel_PeltCoat.
129 tale Reiraborvas 'Grasshopper' Canga finished researching VFEC_TemperatureControl.
131 tale Hyena Embaixada got into a fist fight with Reiraborvas 'Grasshopper' Canga.
132 tale Snake Rato married Reiraborvas 'Grasshopper' Rato.
133 tale Reiraborvas 'Grasshopper' Rato finished researching passive cooler.
136 tale Snake Rato visited the grave of Estian Hough.
137 tale Hyena Embaixada visited the grave of Estian Hough.
138 tale Hyena Embaixada finished crafting VAE_Apparel_PeltCoat.
138 tale Hyena Embaixada traded with Viper Marcóleas.
143 tale Reiraborvas 'Grasshopper' Rato finished researching VFEC_LegionaryArmaments.
149 tale Rocaniraalbo Ambmea visited the grave of Burger Unkown.
150 tale Hyena Embaixada attended a party thrown by Reiraborvas 'Grasshopper' Rato.
150 tale Rocaniraalbo Ambmea attended a party thrown by Reiraborvas 'Grasshopper' Rato.
150 tale Snake Rato attended a party thrown by Reiraborvas 'Grasshopper' Rato.
150 tale Reiraborvas 'Grasshopper' Rato attended a party thrown by Reiraborvas 'Grasshopper' Rato.
152 tale Reiraborvas 'Grasshopper' Rato finished researching VFEC_DramaAndComedy.
154 tale Rocaniraalbo Ambmea visited the grave of Flubber Flubber.
155 tale Reiraborvas 'Grasshopper' Rato finished researching pemmican.
158 tale H
[... 3282 more characters trimmed]

Agent

Before the schema, I'm fixing the pawn name so it comes from the latest snapshot instead of the first one seen.

Agent

Input

$ PYTHONIOENCODING=utf-8 python ingest/parse_save.py "C:/Users/owner/AppData/LocalLow/Ludeon Studios/RimWorld by Ludeon Studios/Saves/Tribe of Estian.rws" && PYTHONIOENCODING=utf-8 python -c "
import json
docs=[json.loads(l) for l in open('data/tattler.ndjson',encoding='utf-8')]
for d in docs:
  if d['_type']=='pawn': print(d['_id'], d['name'], d.get('formerNames'), d.get('relationNote'), d.get('everColonist'))
for d in docs:
  if d['_type']=='record' and d['def'] in ('Breakup','Marriage','SocialFight','DeepTalk','Slight'): print(d['colonyDay'], d['text'])
"; ls -la ingest/

Output

631 records ({'tale': 354, 'message': 149, 'letter': 53, 'talk': 75}), 17 pawns, days 117-306, 17/55 def labels -> D:\Repos\web-apps\estian-tattler\data\tattler.ndjson
pawn-Human250142 Reiraborvas 'Grasshopper' Canga ["Reiraborvas 'Grasshopper' Rato"] Grasshopper has a relationship with a colonist. She is Snake's ex-wife. True
pawn-Human147640 Hyena Embaixada [] None True
pawn-Human144483 Snake Rato [] Snake has a relationship with a colonist. He is Grasshopper's ex-husband. True
pawn-Human287384 Rocaniraalbo Ambmea [] None True
pawn-Human99323 Flubber Flubber [] None True
pawn-Human1321 Estian Hough [] None True
pawn-Human352356 Viper Marcóleas [] None False
pawn-Human106707 Burger Unkown [] None True
pawn-Human414116 Black Hawk [] None False
pawn-Human106420 Spurius Consus [] None False
pawn-Human382379 Maximus Claudian [] Maximus has a relationship with a colonist. He is Snake's grandfather. False
pawn-Human290077 Le Mangum [] None False
pawn-Human331984 Charites Decrescendo [] None None
pawn-Human568581 Aquila Summanus [] None None
pawn-Human704885 Charango Paphianne [] None None
pawn-Human141555 Iola 'Smalls' Schaefer [] None None
pawn-Human113017 Marcellina Triarius [] None None
131 Hyena Embaixada got into a fist fight with Reiraborvas 'Grasshopper' Canga.
132 Snake Rato married Reiraborvas 'Grasshopper' Rato.
252 Snake Rato broke up with Reiraborvas 'Grasshopper' Canga.
265 Snake Rato got into a fist fight with Rocaniraalbo Ambmea.
305 Iola 'Smalls' Schaefer had a deep talk with Aquila Summanus.
305 Reiraborvas 'Grasshopper' Canga insulted Aquila Summanus.
305 Charango Paphianne insulted Marcellina Triarius.
305 Iola 'Smalls' Schaefer had a deep talk with Charites Decrescendo.
305 Aquila Summanus insulted Marcellina Triarius.
305 Iola 'Smalls' Schaefer had a deep talk with Charites Decrescendo.
304 Charango Paphianne insulted Aquila Summanus.
total 13
drwxr-xr-x 1 owner 197609     0 Sep 25 21:13 .
drwxr-xr-x 1 owner 197609     0 Sep 25 21:10 ..
-rw-r--r-- 1 owner 197609   635 Sep 25 21:12 def_labels.json
-rw-r--r-- 1 owner 197609 11575 Sep 25 21:13 parse_save.py

Agent

Data looks right now: Grasshopper is back to Canga after the day-252 breakup, and 631 records. Writing the Sanity schema.

Agent

Input

$ mkdir -p /d/Repos/web-apps/estian-tattler/studio/schemaTypes /d/Repos/web-apps/estian-tattler/studio/components && cd /d/Repos/web-apps/estian-tattler/studio/schemaTypes && cat > colony.ts <<'EOF'
import {defineField, defineType} from 'sanity'

export const colony = defineType({
  name: 'colony',
  title: 'Colony',
  type: 'document',
  readOnly: true,
  fields: [
    defineField({name: 'name', type: 'string'}),
    defineField({name: 'gameVersion', type: 'string'}),
    defineField({name: 'modCount', type: 'number'}),
    defineField({name: 'currentDay', type: 'number', description: 'Days since landing when the save was made.'}),
    defineField({
      name: 'firstRecordDay',
      type: 'number',
      description: 'The save forgets old tales and letters. Nothing before this day can be proven.',
    }),
    defineField({name: 'recordCount', type: 'number'}),
  ],
})
EOF
cat > pawn.ts <<'EOF'
import {defineArrayMember, defineField, defineType} from 'sanity'

export const pawn = defineType({
  name: 'pawn',
  title: 'Pawn',
  type: 'document',
  readOnly: true,
  fields: [
    defineField({name: 'name', type: 'string', description: 'As of the last record that mentions them.'}),
    defineField({name: 'shortName', type: 'string'}),
    defineField({
      name: 'formerNames',
      type: 'array',
      of: [defineArrayMember({type: 'string'})],
      description: 'Other names the save has on file, usually from a marriage.',
    }),
    defineField({name: 'aliases', type: 'array', of: [defineArrayMember({type: 'string'})]}),
    defineField({name: 'gender', type: 'string'}),
    defineField({name: 'age', type: 'number'}),
    defineField({name: 'relationNote', type: 'string'}),
    defineField({name: 'everColonist', type: 'boolean'}),
    defineField({name: 'thingId', type: 'string'}),
  ],
  preview: {
    select: {title: 'name', note: 'relationNote', colonist: 'everColonist'},
    prepare: ({title, note, colonist}) => ({title, subtitle: note ?? (colonist ? 'Colonist' : 'Outsider')}),
  },
})
EOF
cat > record.ts <<'EOF'
import {defineArrayMember, defineField, defineType} from 'sanity'

// One thing the save file can prove happened. Written by ingest/parse_save.py, never by hand.
export const record = defineType({
  name: 'record',
  title: 'Record',
  type: 'document',
  readOnly: true,
  fields: [
    defineField({
      name: 'kind',
      type: 'string',
      options: {list: ['tale', 'letter', 'message', 'talk']},
      description: 'Tales are what pawns remember, letters and messages are what the game told the player, talks come from the play log.',
    }),
    defineField({name: 'text', type: 'text', rows: 3}),
    defineField({name: 'label', type: 'string'}),
    defineField({name: 'colonyDay', type: 'number'}),
    defineField({name: 'hour', type: 'number'}),
    defineField({name: 'pawns', type: 'array', of: [defineArrayMember({type: 'reference', to: [{type: 'pawn'}]})]}),
    defineField({name: 'def', type: 'string', description: "The game's def for the tale, letter or interaction."}),
    defineField({name: 'subjectDef', type: 'string'}),
    defineField({name: 'subjectLabel', type: 'string'}),
    defineField({name: 'letterClass', type: 'string'}),
    defineField({name: 'tick', type: 'number'}),
    defineField({name: 'sourceId', type: 'string', description: 'ID of the entry inside the save.'}),
  ],
  orderings: [{title: 'Colony day', name: 'day', by: [{field: 'tick', direction: 'asc'}]}],
  preview: {
    select: {text: 'text', label: 'label', day: 'colonyDay', kind: 'kind'},
    prepare: ({text, label, day, kind}) => ({title: label || text, subtitle: `Day ${day} · ${kind}`}),
  },
})
EOF
ls

Output

colony.ts
index.ts
pawn.ts
record.ts

Agent

Input

$ cat > story.ts <<'EOF'
import {defineArrayMember, defineField, defineType} from 'sanity'
import {ClaimAnnotation, AsideAnnotation} from '../components/annotations'

export const SECTIONS = ['Front page', 'Hearts', 'Science', 'Brawls', 'Commerce', 'Weather', 'Graves']

export const story = defineType({
  name: 'story',
  title: 'Story',
  type: 'document',
  fields: [
    defineField({name: 'headline', type: 'string', validation: (rule) => rule.required().max(90)}),
    defineField({name: 'dek', type: 'string', description: 'The line under the headline.'}),
    defineField({name: 'section', type: 'string', options: {list: SECTIONS}}),
    defineField({
      name: 'pitch',
      type: 'text',
      rows: 2,
      description: 'What the desk wants from the reporter.',
    }),
    defineField({
      name: 'leads',
      type: 'array',
      of: [defineArrayMember({type: 'reference', to: [{type: 'record'}]})],
      description: 'The records the pitch starts from. The reporter can dig up more.',
    }),
    defineField({
      name: 'body',
      type: 'array',
      of: [
        defineArrayMember({
          type: 'block',
          styles: [{title: 'Normal', value: 'normal'}],
          lists: [],
          marks: {
            decorators: [],
            annotations: [
              {
                name: 'claim',
                type: 'object',
                title: 'Claim',
                components: {annotation: ClaimAnnotation},
                fields: [
                  defineField({
                    name: 'records',
                    type: 'array',
                    of: [defineArrayMember({type: 'reference', to: [{type: 'record'}]})],
                    validation: (rule) => rule.min(1),
                  }),
                ],
              },
              {
                name: 'aside',
                type: 'object',
                title: 'Aside',
                description: "The paper's opinion. Can't name a pawn or carry a number.",
                components: {annotation: AsideAnnotation},
                fields: [defineField({name: 'note', type: 'string'})],
              },
            ],
          },
        }),
      ],
    }),
    defineField({name: 'byline', type: 'string'}),
    defineField({
      name: 'factCheck',
      type: 'object',
      readOnly: true,
      description: 'Written by the fact-check desk. Every sentence needs a receipt or an aside mark.',
      fields: [
        defineField({name: 'passed', type: 'boolean'}),
        defineField({name: 'checkedAt', type: 'datetime'}),
        defineField({name: 'claims', type: 'number'}),
        defineField({name: 'asides', type: 'number'}),
        defineField({
          name: 'problems',
          type: 'array',
          of: [
            defineArrayMember({
              type: 'object',
              name: 'problem',
              fields: [
                defineField({name: 'text', type: 'string'}),
                defineField({name: 'reason', type: 'string'}),
              ],
              preview: {select: {title: 'reason', subtitle: 'text'}},
            }),
          ],
        }),
      ],
    }),
    defineField({name: 'edition', type: 'number', readOnly: true}),
    defineField({name: 'printedAt', type: 'datetime', readOnly: true}),
  ],
  preview: {
    select: {title: 'headline', section: 'section', passed: 'factCheck.passed', printed: 'printedAt'},
    prepare: ({title, section, passed, printed}) => ({
      title,
      subtitle: [section, printed ? 'printed' : passed === false ? 'failed fact-check' : null]
        .filter(Boolean)
        .join(' · '),
    }),
  },
})
EOF
cat > index.ts <<'EOF'
import {colony} from './colony'
import {pawn} from './pawn'
import {record} from './record'
import {story} from './story'

export const schemaTypes = [colony, pawn, record, story]
EOF

Output

(Bash completed with no output)

Agent

Now the fact-check desk. It's one pure function, shared by the Studio validation and the workflow effect.

Agent

The 649 documents are imported into Sanity. I'm fixing two type errors in the Studio annotation components.

Agent

Input

$ sed -n '1515,1535p' node_modules/@⁠sanity/ui/dist/index.d.ts; grep -n "gap\b\|gap?:" node_modules/@⁠sanity/ui/dist/index.d.ts | head -5; ls node_modules/@⁠sanity/ui/dist/

Output

export type PopoverWidth = never;
/** @⁠deprecated Moved to `@⁠sanity/ui/toast` */
export declare const Toast: never;
/** @⁠deprecated Moved to `@⁠sanity/ui/toast` */
export type ToastContextValue = never;
/** @⁠deprecated Moved to `@⁠sanity/ui/toast` */
export type ToastParams = never;
/** @⁠deprecated Moved to `@⁠sanity/ui/toast` */
export type ToastProps = never;
/** @⁠deprecated Moved to `@⁠sanity/ui/toast` */
export declare const ToastProvider: never;
/** @⁠deprecated Moved to `@⁠sanity/ui/toast` */
export type ToastProviderProps = never;
/** @⁠deprecated Moved to `@⁠sanity/ui/toast` */
export declare const useToast: never;
/** @⁠deprecated Moved to `@⁠sanity/ui/tooltip` */
export declare const Tooltip: never;
/** @⁠deprecated Moved to `@⁠sanity/ui/tooltip` */
export declare const TooltipDelayGroupContext: never;
/** @⁠deprecated Moved to `@⁠sanity/ui/tooltip` */
export type TooltipDelayGroupContextValue = never;
231:  gap?: number | number[];
235:   * @⁠deprecated Use `gap` instead.
333:   * @⁠deprecated Use `gap` instead.
337:  gap?: number | number[];
378:  gap?: number | number[];
_system-CTe2lb5l.d.ts
_system-CTe2lb5l.d.ts.map
arrow-CZ-Lw1QO.js
arrow-CZ-Lw1QO.js.map
autocomplete.d.ts
autocomplete.d.ts.map
autocomplete.js
autocomplete.js.map
breadcrumbs.d.ts
breadcrumbs.d.ts.map
breadcrumbs.js
breadcrumbs.js.map
button-Wii-24Xu.js
button-Wii-24Xu.js.map
button-dnqMFkWg.d.ts
button-dnqMFkWg.d.ts.map
card-C0a0wQTc.d.ts
card-C0a0wQTc.d.ts.map
code.d.ts
code.d.ts.map
code.js
code.js.map
codeFontStyle-84SMhFtI.js
codeFontStyle-84SMhFtI.js.map
component-DVlwaWB-.d.ts
component-DVlwaWB-.d.ts.map
element-BYgCE_iK.js
element-BYgCE_iK.js.map
factory-BzXTX8_Q.js
factory-BzXTX8_Q.js.map
flex-CpiAc-4D.js
flex-CpiAc-4D.js.map
font-EtfxKPUz.d.ts
font-EtfxKPUz.d.ts.map
getElementRef-Jw7gY0eV.js
getElementRef-Jw7gY0eV.js.map
getScopedTheme-C-sZsyAz.js
getScopedTheme-C-sZsyAz.js.map
getTheme_v2-y09KqtEb.js
getTheme_v2-y09KqtEb.js.map
grid-BVZEj_Xe.js
grid-BVZEj_Xe.js.map
helpers-C8xxXAQC.js
helpers-C8xxXAQC.js.map
hotkeys-DEMStMQ5.js
hotkeys-DEMStMQ5.js.map
index.d.ts
index.d.ts.map
index.js
index.js.map
layer-B0tlPeLT.js
layer-B0tlPeLT.js.map
layer-ChlP9Ik6.d.ts
layer-ChlP9Ik6.d.ts.map
menu.d.ts
menu.d.ts.map
menu.js
menu.js.map
popover-CMlQeKn0.d.ts
popover-CMlQeKn0.d.ts.map
popover-DR6UQQvq.js
popover-DR6UQQvq.js.map
popover.d.ts
popover.js
refractor-CC48DwHi.js
refractor-CC48DwHi.js.map
responsiveFont-CilwaORG.js
responsiveFont-CilwaORG.js.map
rgba-BSYaEUW6.d.t
[... 533 more characters trimmed]

Agent

Studio typechecks. Next is the story-desk workflow definition, and I'm checking the engine's field types first.

Agent

Input

$ sed -n '894,975p;1034,1060p;1623,1660p' define.d.ts; grep -n "FIELD_VALUE_KINDS" -A 25 define.d.ts | head -40

Output

declare type FieldEntryFields<TEditable, TGroup> = FieldBase<
  TEditable,
  TGroup
> & {
  type: FieldValueKind;
  options?: ChoiceOptions | undefined;
  validation?: ScalarValidation | undefined;
  types?: string[] | undefined;
  /** Non-empty assignment eligibility constraint. User roles apply aliases; collective roles match literally. */
  roles?: string[] | undefined;
  fields?: FieldShape[] | undefined;
  of?: FieldShape[] | undefined;
};

/**
 * A field mutation targeting a declared field. Resolved values must satisfy
 * that field's shape, choices, validation, and assignment constraints.
 *
 * `field.setIfMissing` supports nullable fields only. If a value exists, it
 * leaves the value unchanged and records no `opApplied` history event.
 * `field.inc` and `field.dec` require an initialized `number` field; their
 * delta defaults to `1`. Both the delta and resulting value must be finite,
 * and the result must satisfy the field's validation bounds.
 *
 * `field.append` adds one valid list member. `field.updateWhere` accepts only
 * `array` fields and merges an object into matching rows. The merge cannot
 * write `_key` or `_type`, and each resulting row must satisfy its declared
 * shape. `field.removeWhere` supports list fields. See {@⁠link Op} for row
 * selection and history behavior.
 */
declare type FieldMutationOp<
  TTarget extends {
    field: string;
  },
> =
  | {
      type: "field.set";
      target: TTarget;
      value: ValueExpr;
    }
  | {
      type: "field.setIfMissing";
      target: TTarget;
      value: ValueExpr;
    }
  | {
      type: "field.unset";
      target: TTarget;
    }
  | {
      type: "field.append";
      target: TTarget;
      value: ValueExpr;
    }
  | {
      type: "field.inc";
      target: TTarget;
      value?: ValueExpr | undefined;
    }
  | {
      type: "field.dec";
      target: TTarget;
      value?: ValueExpr | undefined;
    }
  | {
      type: "field.updateWhere";
      target: TTarget;
      where: Condition;
      value: ValueExpr;
    }
  | {
      type: "field.removeWhere";
      target: TTarget;
      where: Condition;
    };

/**
 * A {@⁠link FieldMutationOp} whose target scope is explicit. Actions can write
 * fields in their activity, stage, or workflow. Effect completions accept only
 * workflow- or stage-scoped field operations, never activity status changes.
 */
declare type FieldOp = FieldMutationOp<StoredFieldRef>;
declare type FieldSource = FieldSourceInternal;

/** @⁠inline */
decla
[... 2965 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/newsroom/node_modules/@⁠sanity/workflow-engine && grep -n -i "stage visit\|re-enter\|reentry\|re-entry\|stage-scoped\|stage scope" DATAMODEL.md dist/define.d.ts | head -30; sed -n '25,80p' dist/define.d.ts

Output

DATAMODEL.md:9:| `temp.system.guard`          | `compileGuards` (`src/core/guards.ts`)       | full-body refresh on stage re-entry; revision-conditional delete on retract                   |
DATAMODEL.md:37:  including the recovery paths (expired-lease sweep, loop-back re-entry
DATAMODEL.md:1054:transitions reading `$effectStatus` — but that re-enters a stage and queues a
dist/define.d.ts:870: * on each stage visit. {@⁠link FieldSource} controls initialization;
dist/define.d.ts:973: * workflow- or stage-scoped field operations, never activity status changes.
dist/define.d.ts:1385: * The fields, activities, guards, and outgoing routes for one stage visit.
dist/define.d.ts:1494: * Missing or duplicate identities reject the spawn. Re-entry adopts matching
declare type ActionFields<TOp, TGroup, TEffect> = {
  name: string;
  semantics?: ActionSemantic[] | undefined;
  title?: string | undefined;
  description?: string | undefined;
  group?: TGroup | undefined;
  when?: string | undefined;
  filter?: string | undefined;
  params?: ActionParam[] | undefined;
  ops?: TOp[] | undefined;
  effects?: TEffect[] | undefined;
  spawn?: Subworkflows | undefined;
};

/**
 * Caller-supplied params declared on an action, validated before running ops
 * or queuing effects: a missing required param throws
 * `ActionParamsInvalidError` and the action does not commit. Resolved values
 * feed `ValueExpr.param` lookups.
 *
 * @⁠interface
 */
declare type ActionParam = v.InferOutput<typeof ActionParamSchema>;

declare const ActionParamSchema: v.SchemaWithPipe<
  readonly [
    v.StrictObjectSchema<
      {
        readonly type: v.PicklistSchema<
          readonly [
            "string",
            "number",
            "boolean",
            "url",
            "dateTime",
            "actor",
            "doc.ref",
            "doc.refs",
            "json",
          ],
          string
        >;
        readonly name: v.SchemaWithPipe<
          readonly [
            v.StringSchema<undefined>,
            v.MinLengthAction<string, 1, "must be a non-empty string">,
          ]
        >;
        readonly title: v.OptionalSchema<v.StringSchema<undefined>, undefined>;
        readonly description: v.OptionalSchema<
          v.StringSchema<undefined>,
          undefined
        >;
        readonly required: v.OptionalSchema<
          v.BooleanSchema<undefined>,
          undefined

Agent

Input

$ cat /c/tmp/wfdocs/cookbook-ai-content-pipeline.md | head -400

Output

> For AI agents: the complete Sanity documentation index is available at [https://www.sanity.io/docs/llms.txt](https://www.sanity.io/docs/llms.txt).

# Cookbook: AI content pipeline

An AI content pipeline built on Workflows: effect handlers call generation APIs while editors approve results through workflow actions.

> [!WARNING]
> Early access
> Workflows is in early access, built in public. Read [How early access works](https://www.sanity.io/docs/workflows/prerelease) before you rely on it.



An agent drafts, automated checks run, and a person steps in only when a check flags the piece. The pipeline runs in five stages:

![Workflow stages: Drafting leads to Automated checks. Flagged work goes through Human verification and may return to Drafting; clean or approved work proceeds through Publishing to Published.](https://cdn.sanity.io/images/3do82whm/next/57891f6670eb4af6cb570bc553cf0ea132fab177-3075x474.png)

1. **Drafting**: a trigger queues an AI effect (Agent Actions `generate`) that writes the [draft](https://www.sanity.io/docs/content-lake/drafts). A second trigger marks the work done when the run completes.
2. **Checks**: a trigger queues check effects (Agent Actions `prompt`) for brand voice, SEO, links, and facts.
3. **Verification**: entered only when a check flagged the piece. A person approves or sends it back. Clean pieces skip straight to publishing.
4. **Publishing**: triggers publish the [document](https://www.sanity.io/docs/content-lake/documents) and then queue an idempotent notification outbox record.
5. **Published**: terminal. Arriving here completes the instance; a terminal stage declares no work.

## Before you get started

- **Packages**: `@⁠sanity/workflow-engine`, [@⁠sanity/client](https://www.sanity.io/docs/apis-and-sdks/js-client-getting-started) (v7.8.2+, the Prompt action needs it), and `@⁠sanity/functions` + `@⁠sanity/blueprints` for the runtime.
- **A deployed schema and its schemaId**: Agent Actions write through your schema ([schema deployment](https://www.sanity.io/docs/apis-and-sdks/schema-deployment)).
- **Tokens and clients**: an editor token for the content [dataset](https://www.sanity.io/docs/content-lake/datasets) (Agent Actions and publishing), plus the engine’s own client.
- Datasets: the content dataset the articles live in, and usually a separate workflows dataset for the engine’s instances. A single dataset works too. The subject is a [global document reference](https://www.sanity.io/docs/workflows/global-doc
[... 12068 more characters trimmed]

Agent

Input

$ sed -n '400,700p' /c/tmp/wfdocs/cookbook-ai-content-pipeline.md; grep -n "drainEffects\|createEngine\|handlers" /c/tmp/wfdocs/effects-and-runtimes.md | head -30

Output

type PublishClient = {
  action: (action: PublishAction) => Promise<unknown>
  fetch: <Result>(query: string, params: Record<string, string>) => Promise<Result>
}

function fetchPublishState(client: PublishClient, id: string): Promise<PublishState> {
  return client.fetch(
    `{
      "draft": *[_id == $draftId][0]{_id, _rev},
      "published": *[_id == $publishedId][0]{_id}
    }`,
    {draftId: `drafts.${id}`, publishedId: id},
  )
}

export async function publishDocument(client: PublishClient, id: string): Promise<void> {
  const before = await fetchPublishState(client, id)
  if (before.draft == null) {
    if (before.published != null) return
    throw new Error(`no draft exists for ${id}`)
  }

  try {
    await client.action({
      actionType: 'sanity.action.document.publish',
      publishedId: id,
      draftId: before.draft._id,
      ifDraftRevisionId: before.draft._rev,
    })
  } catch (error) {
    const after = await fetchPublishState(client, id)
    if (after.draft == null && after.published != null) return
    throw error
  }
}

export const publishDoc: EffectHandler = async (params) => {
  await publishDocument(content, subjectId(params))
}

```

### Notification outbox

```typescript
import type {EffectHandler} from '@⁠sanity/workflow-engine'
import {content, subjectId} from './content'

export const notify: EffectHandler = async (params, ctx) => {
  const id = subjectId(params)
  await content.createIfNotExists({
    _id: `workflow-notification.${ctx.effectKey}`,
    _type: 'workflowNotification',
    kind: 'articlePublished',
    subjectId: id,
    createdAt: new Date().toISOString(),
  })
  ctx.log(`queued publication notification for ${id}`)
}

```

### Map effects to handlers

```typescript
import type {EffectHandler} from '@⁠sanity/workflow-engine'
import {aiDraft} from './ai-draft'
import {brandVoice, factCheck, linkCheck, seo} from './checks'
import {notify} from './notify'
import {publishDoc} from './publish-doc'

export {content} from './content'

export const effectHandlers: Record<string, EffectHandler> = {
  'ai-draft': aiDraft,
  'brand-voice': brandVoice,
  seo,
  'link-check': linkCheck,
  'fact-check': factCheck,
  'publish-doc': publishDoc,
  notify,
}

```

Learn more in the [Generate](https://www.sanity.io/docs/agent-actions/generate-cheatsheet) and [Prompt](https://www.sanity.io/docs/agent-actions/prompt-quickstart) docs (Prompt is experimental), and in the [Actions API](https://www.sanity.io/docs/content-lake/disp
[... 9540 more characters trimmed]

Agent

Input

$ grep -n "field.inc\|\"field.set\"\|scope\|EffectOutcome\|HandlerResult" dist/define.d.ts dist/index.d.ts | head -40

Output

dist/define.d.ts:12: * disabled); on a `when` action it composes: `filter` scopes whether the
dist/define.d.ts:180: * spawn lives on an action; an activity contributes scoped `fields`
dist/define.d.ts:183: * deep-link, render-only and never gating). All in-scope activities are
dist/define.d.ts:277: * See {@⁠link FieldEntry} for scope, required-input, and field-type constraints.
dist/define.d.ts:285: * A field reference with `scope` optional; desugar resolves it lexically
dist/define.d.ts:294:    readonly scope: v.OptionalSchema<
dist/define.d.ts:521: * A raw GROQ string evaluated over the rendered scope: the engine-bound
dist/define.d.ts:533: * Every variable the engine binds for the RENDERED condition scope (every
dist/define.d.ts:685: * field's scope window) or an EDIT CONDITION — rendered-scope GROQ (`$actor`,
dist/define.d.ts:696: * `bindings` resolves GROQ expressions against the action's rendered scope
dist/define.d.ts:868: * A field declaration whose location determines its scope and lifetime.
dist/define.d.ts:873: * `required: true` is valid only on workflow-scope fields with an `input`
dist/define.d.ts:879: * workflow-scope-only, with at most one subject per definition. Each scope
dist/define.d.ts:914: * `field.inc` and `field.dec` require an initialized `number` field; their
dist/define.d.ts:930:      type: "field.set";
dist/define.d.ts:949:      type: "field.inc";
dist/define.d.ts:971: * A {@⁠link FieldMutationOp} whose target scope is explicit. Actions can write
dist/define.d.ts:973: * workflow- or stage-scoped field operations, never activity status changes.
dist/define.d.ts:980:  scope?: "workflow" | "stage" | undefined;
dist/define.d.ts:1022: * Lake with earlier fields in the same scope available as `$fields`.
dist/define.d.ts:1028: * A `fieldRead` seed reads earlier fields in its own scope when `scope` is
dist/define.d.ts:1030: * `scope: 'workflow'`. An activity seed cannot read stage fields. At workflow
dist/define.d.ts:1031: * scope, omit `scope` to read an earlier workflow field. `path` selects a
dist/define.d.ts:1140: * dialect, not the condition scope (so no {@⁠link ConditionVarBinding}: these
dist/define.d.ts:1391: * are keyed by in-scope field name and apply while the stage is current.
dist/define.d.ts:1465: * A field reference with `scope` already resolved — the form every op target carries.
dist/define.d.ts:1473:    readonly scope: v.PicklistSchema<
dist/define.d.ts:1500: * Both use the parent activity's field scope and the acting 
[... 1131 more characters trimmed]

Agent

Writing the Tattler's story-desk workflow now, checking the engine's field-op shapes first.

Agent

Input

$ sed -n '905,1000p' dist/define.d.ts; grep -n "EffectHandler\b\|type EffectHandler\|EffectHandlerResult\|commitOps" dist/index.d.ts | head

Output

  of?: FieldShape[] | undefined;
};

/**
 * A field mutation targeting a declared field. Resolved values must satisfy
 * that field's shape, choices, validation, and assignment constraints.
 *
 * `field.setIfMissing` supports nullable fields only. If a value exists, it
 * leaves the value unchanged and records no `opApplied` history event.
 * `field.inc` and `field.dec` require an initialized `number` field; their
 * delta defaults to `1`. Both the delta and resulting value must be finite,
 * and the result must satisfy the field's validation bounds.
 *
 * `field.append` adds one valid list member. `field.updateWhere` accepts only
 * `array` fields and merges an object into matching rows. The merge cannot
 * write `_key` or `_type`, and each resulting row must satisfy its declared
 * shape. `field.removeWhere` supports list fields. See {@⁠link Op} for row
 * selection and history behavior.
 */
declare type FieldMutationOp<
  TTarget extends {
    field: string;
  },
> =
  | {
      type: "field.set";
      target: TTarget;
      value: ValueExpr;
    }
  | {
      type: "field.setIfMissing";
      target: TTarget;
      value: ValueExpr;
    }
  | {
      type: "field.unset";
      target: TTarget;
    }
  | {
      type: "field.append";
      target: TTarget;
      value: ValueExpr;
    }
  | {
      type: "field.inc";
      target: TTarget;
      value?: ValueExpr | undefined;
    }
  | {
      type: "field.dec";
      target: TTarget;
      value?: ValueExpr | undefined;
    }
  | {
      type: "field.updateWhere";
      target: TTarget;
      where: Condition;
      value: ValueExpr;
    }
  | {
      type: "field.removeWhere";
      target: TTarget;
      where: Condition;
    };

/**
 * A {@⁠link FieldMutationOp} whose target scope is explicit. Actions can write
 * fields in their activity, stage, or workflow. Effect completions accept only
 * workflow- or stage-scoped field operations, never activity status changes.
 */
declare type FieldOp = FieldMutationOp<StoredFieldRef>;

/** @⁠inline */
declare type FieldReadExpr = {
  type: "fieldRead";
  scope?: "workflow" | "stage" | undefined;
  field: string;
  path?: string | undefined;
};

/**
 * A nested field shape inside an object's `fields`, an array's `of`, or an
 * effect's `outputs`. It has no initialization, direct editability, or required
 * setting; those belong to {@⁠link FieldEntry}.
 *
 * An `object` requires nonempty `fields` and no `of`. An `array` requires
 * nonempty `of` and no `fields`
[... 1198 more characters trimmed]

Agent

Input

$ sed -n '3380,3440p' dist/index.d.ts; grep -n "type ValueExpr\b\|declare type ValueExpr" -A25 dist/define.d.ts | head -45

Output

 * Delivery is at-least-once: a handler MAY run more than once for the same
 * effect. Three causes. A dispatch can die after its side effect but before
 * commit. A lease can expire mid-dispatch and be taken over. And every
 * admitted attempt of a `retry` policy invokes the handler again. Completion
 * is first-writer-wins, and the losing run's completion is reported as `lost`.
 *
 * Write handlers to tolerate repetition. Derive external identifiers from
 * `ctx.effectKey` so the receiving system can dedupe: the key is stable across
 * every repeat, including all attempts of one policy run. Checking
 * `effectHistory[]` for a row keyed by `ctx.effectKey` before irreversible
 * work catches a repeat of an already-completed run, but never a retry
 * attempt, because a policy writes one history row when the whole run ends and
 * nothing records the attempt that just failed.
 *
 * The `bivarianceHack` indirection keeps this readable from the non-generic
 * `Engine` surface; only the typed drain invokes handlers.
 */
export declare type EffectHandler<
  Client extends WorkflowClient = WorkflowClient,
> = {
  bivarianceHack(
    params: Record<string, unknown>,
    ctx: EffectHandlerContext<Client>,
  ): Promise<{
    outputs?: Record<string, unknown>;
    ops?: FieldOp[];
  } | void>;
}["bivarianceHack"];

export declare type EffectHandlerContext<Client extends WorkflowClient> = {
  /** A concrete sibling of the `createEngine` client, bound to the workflow resource with the
   *  same credentials; untagged handler requests carry the `workflow.effect` tag by default. */
  client: Client;
  /** Resolve the client for a subject doc's own resource: a handler patching a foreign subject
   *  routes its write here — {@⁠link client} addresses the instance's. Throws on a bare id. */
  clientFor: (ref: GdrUri | GlobalDocumentReference) => WorkflowClient;
  instanceId: string;
  effectKey: string;
  log: (message: string, extra?: Record<string, unknown>) => void;
  /** Mid-dispatch `field.*` commit gated on THIS dispatch's exact claim — a superseded claim
   *  writes nothing. Runs in call order, never coalesced; `idempotencyKey` is required. */
  commitOps: (req: CommitOpsRequest) => Promise<void>;
  /** Absolute progress, sugar over {@⁠link commitOps}: `field.set`s a number (0–100, enforced at
   *  commit). Unlike `commitOps`, pending sets to one field coalesce — latest value wins. */
  setProgress: (target: ProgressTarget, value: number) => Promise<void>;
};

expor
[... 1192 more characters trimmed]

Agent

The workflow is deployed as story-desk v1. Now I'm creating a project token for the newsroom runner and building the effect handlers.

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/newsroom && ls node_modules/@⁠anthropic-ai/claude-agent-sdk/; grep -n "export declare function tool\|export declare function createSdkMcpServer\|outputFormat\|maxTurns\|  model?:\|tools?:\|permissionMode?:" node_modules/@⁠anthropic-ai/claude-agent-sdk/sdk.d.ts | head -20; ls node_modules | head -50; cat package.json

Output

LICENSE.md
README.md
agentSdkTypes.d.ts
bridge.d.ts
bridge.mjs
browser-sdk.d.ts
browser-sdk.js
core-276encc2.mjs
core-5drmq1nt.mjs
core.d.ts
core.mjs
extractFromBunfs.d.ts
extractFromBunfs.js
manifest.json
manifest.zst.json
package.json
sdk-tools.d.ts
sdk.d.ts
sdk.mjs
46:    tools?: string[];
58:    model?: string;
75:    maxTurns?: number;
95:    permissionMode?: PermissionMode;
121:    model?: string;
328:    model?: string;
337:    permissionMode?: PermissionMode;
608:export declare function createSdkMcpServer(_options: CreateSdkMcpServerOptions): McpSdkServerConfigWithInstance;
620:    tools?: Array<SdkMcpToolDefinition<any>>;
1179:    tools?: McpServerToolPolicy[];
1266:    tools?: {
1318:    tools?: McpServerToolPolicy[];
1637:    tools?: string[] | {
1930:    maxTurns?: number;
1965:    model?: string;
1972:     * outputFormat: {
1978:    outputFormat?: OutputFormat;
1991:    permissionMode?: PermissionMode;
2115:     * End-turn tool sessions (`outputFormat: {type: 'json_schema'}`, or any
5026:    model?: string | null;
@⁠anthropic-ai
@⁠asamuzakjp
@⁠babel
@⁠bramus
@⁠csstools
@⁠exodus
@⁠hono
@⁠inquirer
@⁠modelcontextprotocol
@⁠oclif
@⁠oxc-project
@⁠rolldown
@⁠sanity
@⁠stablelib
@⁠types
@⁠typescript
accepts
ajv
ajv-formats
ansi-align
ansi-escapes
ansi-regex
ansi-styles
ansis
balanced-match
bidi-js
body-parser
boxen
brace-expansion
bytes
call-bind-apply-helpers
call-bound
camelcase
chalk
chardet
clean-stack
cli-boxes
cli-cursor
cli-spinners
cli-width
color-convert
color-name
content-disposition
content-type
cookie
cookie-signature
cors
cross-spawn
css-tree
csstype
{
  "name": "newsroom",
  "version": "1.0.0",
  "description": "",
  "main": "index.js",
  "scripts": {
    "test": "echo \"Error: no test specified\" && exit 1"
  },
  "keywords": [],
  "author": "",
  "license": "ISC",
  "type": "module",
  "private": "true",
  "dependencies": {
    "@⁠anthropic-ai/claude-agent-sdk": "^0.3.282",
    "@⁠sanity/client": "^8.7.0",
    "@⁠sanity/workflow-cli": "^0.35.0",
    "@⁠sanity/workflow-engine": "^0.35.0"
  }
}

Agent

Input

$ sed -n '590,640p;1960,1995p' node_modules/@⁠anthropic-ai/claude-agent-sdk/sdk.d.ts; grep -n "export declare function tool" -A12 node_modules/@⁠anthropic-ai/claude-agent-sdk/sdk.d.ts; grep -n "structured_output" node_modules/@⁠anthropic-ai/claude-agent-sdk/sdk.d.ts | head -5; ls node_modules/zod node_modules/tsx 2>&1 | head -3

Output

        UserPromptExpansionHookInput,
        UserPromptExpansionHookSpecificOutput,
        UserPromptSubmitHookInput,
        UserPromptSubmitHookSpecificOutput,
        WorktreeCreateHookInput,
        WorktreeCreateHookSpecificOutput,
        WorktreeRemoveHookInput
    }
}

/**
 * Creates an MCP server instance that can be used with the SDK transport.
 * This allows SDK users to define custom tools that run in the same process.
 *
 * Tool calls are bounded by the MCP tool-call timeout — `options.timeout`
 * (ms) for this server, else the MCP_TOOL_TIMEOUT env var, effectively
 * unbounded by default.
 */
export declare function createSdkMcpServer(_options: CreateSdkMcpServerOptions): McpSdkServerConfigWithInstance;

declare type CreateSdkMcpServerOptions = {
    name: string;
    version?: string;
    /**
     * Server instructions returned from `initialize` and surfaced to the model
     * as an MCP instructions block. When proxying a real MCP server through the
     * SDK transport, pass the underlying server's `getInstructions()` here so
     * it isn't dropped.
     */
    instructions?: string;
    tools?: Array<SdkMcpToolDefinition<any>>;
    /**
     * When true, all tools from this server are always included in the prompt
     * and never deferred behind tool search. Applied via
     * `_meta['anthropic/alwaysLoad']` on each tool. Equivalent to
     * `defer_loading: false` on the API. Per-tool `tool({ alwaysLoad })` still
     * works and is OR'd with this.
     */
    alwaysLoad?: boolean;
    /**
     * Per-server tool-call timeout in milliseconds. Overrides the
     * MCP_TOOL_TIMEOUT environment variable for this server. Hard wall-clock
     * limit per call; progress notifications do not extend it. Values below
     * 1000ms are ignored (falls through to MCP_TOOL_TIMEOUT or the default).
     * Applies when the server is first registered; changing it for an
     * already-registered server has no effect until it is removed and re-added.
     */
    timeout?: number;
};

export declare type CwdChangedHookInput = BaseHookInput & {
    mcpServers?: Record<string, McpServerConfig>;
    /**
     * Claude model to use. Defaults to the CLI default model.
     * Examples: 'claude-sonnet-5', 'claude-opus-4-8', 'claude-fable-5'
     */
    model?: string;
    /**
     * Output format configuration for structured responses.
     * When specified, the agent will return structured data matching the schema.
     *
     * @⁠example
     * ```typescript

[... 2519 more characters trimmed]

Agent

Input

$ grep -n "^  [a-zA-Z]*(.*\|^  [a-zA-Z]*: (" node_modules/@⁠sanity/workflow-engine/dist/index.d.ts | grep -i "instance\|drain\|tick\|pending\|start\|fire\|sweep\|query" | head -30; grep -n "_type.*workflow\|WORKFLOW_INSTANCE_TYPE\|INSTANCE_TYPE" node_modules/@⁠sanity/workflow-engine/dist/index.d.ts | head; sed -n '40,60p' node_modules/@⁠anthropic-ai/claude-agent-sdk/sdk.d.ts

Output

1274:  constructor(args: { instanceId: string; limit: number });
1554:  constructor(args: { instanceId: string; attempts: number });
3666:  startInstance: (args: StartInstanceArgs) => Promise<OperationResult>;
3670:  fireAction: (args: FireActionArgs) => Promise<OperationResult>;
3686:  tick: (args: OperationArgs) => Promise<OperationResult>;
3699:  abortInstance: (args: AbortInstanceArgs) => Promise<OperationResult>;
3709:  getInstance: (args: InstanceRefArgs) => Promise<WorkflowInstance>;
3717:  subscriptionDocumentsForInstance: (
3725:  session: (args: SessionArgs) => InstanceSession;
3730:  guardsForInstance: (args: InstanceRefArgs) => Promise<MutationGuardDoc[]>;
3743:  children: (args: ChildrenArgs) => Promise<WorkflowInstance[]>;
3750:  instancesForDocument: (
3771:  evaluateStart: (args: EvaluateStartArgs) => Promise<StartEvaluation>;
3784:  listPendingEffects: (args: InstanceRefArgs) => Promise<PendingEffect[]>;
3786:  findPendingEffects: (
3796:  drainEffects: (args: DrainEffectsArgs) => Promise<DrainEffectsResult>;
5675:  constructor(args: { instanceId: string; detail?: string });
5745:  tick(): Promise<OperationResult>;
5747:  fireAction(args: {
8075:  constructor(args: { instanceId: string; cause: unknown });
8904:  startInstance: (
8915:  fireAction: (
8981:  tick: (
9002:  abortInstance: (
9019:  getInstance: (
9022:  guardsForInstance: (
9053:  listPendingEffects: (
9058:  findPendingEffects: (
9117:  instancesForDocument: (
9157:  evaluateStart: (
5425:      _type: "subworkflowAdopted";
5434:      _type: "subworkflowResolved";
5442:      _type: "subworkflowOrphaned";
9174: * stay bare. Mirrors {@⁠link WORKFLOW_INSTANCE_TYPE}.
9184:export declare const WORKFLOW_INSTANCE_TYPE = "sanity.workflow.instance";
10303:  _type: typeof WORKFLOW_INSTANCE_TYPE;
10365:   * GDR pointing at a {@⁠link WORKFLOW_INSTANCE_TYPE} document in the
10437:  _type: typeof WORKFLOW_INSTANCE_TYPE;
     * Natural language description of when to use this agent
     */
    description: string;
    /**
     * Array of allowed tool names. If omitted, inherits all tools from parent. Note: passing 'Skill' here is deprecated — use the `skills` field instead.
     */
    tools?: string[];
    /**
     * Array of tool names to explicitly disallow for this agent. MCP server-level specs (mcp__server, mcp__server__*, mcp__*) remove every tool from the named server (or all MCP tools).
     */
    disallowedTools?: string[];
    /**
     * The agent's system prompt
     */
    promp
[... 315 more characters trimmed]

Agent

Input

$ sed -n '3780,3800p' node_modules/@⁠sanity/workflow-engine/dist/index.d.ts; grep -n "findPendingEffects" -B2 -A15 node_modules/@⁠sanity/workflow-engine/dist/index.d.ts | sed -n '1,40p'; grep -n "    tools?: string\[\] | {" -B8 -A6 node_modules/@⁠anthropic-ai/claude-agent-sdk/sdk.d.ts

Output

   *  `false`, plus the author's pre-evaluated `$<predicate>` booleans —
   *  ids in GDR URI form to match the snapshot's keying. */
  queryInScope: <T = unknown>(args: QueryInScopeArgs) => Promise<T>;
  /** List every pending effect on an instance. */
  listPendingEffects: (args: InstanceRefArgs) => Promise<PendingEffect[]>;
  /** Filter pending effects by claimed status and/or effect names. */
  findPendingEffects: (
    args: FindPendingEffectsArgs,
  ) => Promise<PendingEffect[]>;
  /** Dispatch unclaimed effects through registered handlers — including
   *  entries whose claim's lease expired, which are taken over (audit row)
   *  and redispatched. The drainer's identity is the engine client's token —
   *  a drain runtime supplies its own token-bearing client and declares
   *  itself via `executionContext`. Release-without-dispatch housekeeping is
   *  the standalone {@⁠link sweepStaleClaims} export, deliberately off the
   *  engine surface. */
  drainEffects: (args: DrainEffectsArgs) => Promise<DrainEffectsResult>;
  /**
   * Inspect every deployed definition in the engine's tag and apply
   * the configured `effects.missingHandler` policy at `phase: "deploy"` for any
   * effect name without a registered handler. Catches "definition
3784-  listPendingEffects: (args: InstanceRefArgs) => Promise<PendingEffect[]>;
3785-  /** Filter pending effects by claimed status and/or effect names. */
3786:  findPendingEffects: (
3787-    args: FindPendingEffectsArgs,
3788-  ) => Promise<PendingEffect[]>;
3789-  /** Dispatch unclaimed effects through registered handlers — including
3790-   *  entries whose claim's lease expired, which are taken over (audit row)
3791-   *  and redispatched. The drainer's identity is the engine client's token —
3792-   *  a drain runtime supplies its own token-bearing client and declares
3793-   *  itself via `executionContext`. Release-without-dispatch housekeeping is
3794-   *  the standalone {@⁠link sweepStaleClaims} export, deliberately off the
3795-   *  engine surface. */
3796-  drainEffects: (args: DrainEffectsArgs) => Promise<DrainEffectsResult>;
3797-  /**
3798-   * Inspect every deployed definition in the engine's tag and apply
3799-   * the configured `effects.missingHandler` policy at `phase: "deploy"` for any
3800-   * effect name without a registered handler. Catches "definition
3801-   * shipped, handler removed" misconfigurations at startup instead of
--
9056-  /** Filter the instance's pending effects: `claimed
[... 1582 more characters trimmed]

Agent

Writing the newsroom's effect handlers and the local desk runner now.

Agent

Input

$ sed -n '200,260p' /c/tmp/wfdocs/sanity-functions.md

Output

  const dataset = process.env.SANITY_DATASET
  if (!projectId || !dataset) {
    throw new Error('The Scheduled Function requires SANITY_PROJECT_ID and SANITY_DATASET')
  }

  const client = createClient({
    ...context.clientOptions,
    projectId,
    dataset,
    apiVersion: ENGINE_API_VERSION,
    perspective: 'raw',
    useCdn: false,
  })
  const executionContext = {kind: 'server', id: 'wf-prod-tick-instances'} as const
  const engine = createEngine({
    client,
    workflowResource: {type: 'dataset', id: `${projectId}.${dataset}`},
    tag: 'prod',
    executionContext,
  })

  const {query, params} = instancesQuery({
    tag: 'prod',
    filter: {includeCompleted: true},
  })
  const instances = await client.fetch<Array<{_id: string; completedAt: string | null}>>(
    `${query}[!defined(completedAt) || count(pendingEffects) > 0]{_id, completedAt}`,
    params,
  )

  let failed = 0
  for (const {_id, completedAt} of instances) {
    try {
      await sweepStaleClaims({
        client,
        tag: 'prod',
        instanceId: _id,
        executionContext,
      })
      if (completedAt === null) {
        await engine.tick({instanceId: _id})
      }
    } catch (error) {
      failed += 1
      console.error(`Scheduled recovery failed for ${_id}: ${errorMessage(error)}`)
    }
  }

  if (instances.length > 0 && failed === instances.length) {
    throw new Error('Scheduled recovery failed for every selected instance')
  }
})
```

`tick()` does not run effect handlers. If this Scheduled Function also owns the handlers, register them on its engine. Call `drainEffects()` for every selected instance after the sweep and optional tick, including completed instances. This runs queued effects in the same invocation, but checks for effects on every schedule.

Handle each instance independently so one failure does not stop recovery for the others. Fail the invocation when every selected instance fails so the problem remains visible in logs.

## Test and deploy

1. Use [Testing functions locally](https://www.sanity.io/docs/functions/functions-local-testing) to exercise both handlers with representative payloads and credentials. Invoke each effect handler more than once with the same `ctx.effectKey` and confirm that it does not repeat the external write.

Agent

Input

$ grep -n "settingSources?:\|systemPrompt?:\|persistSession?:\|maxBudgetUsd?:\|effort?:\|thinking?:" -A6 node_modules/@⁠anthropic-ai/claude-agent-sdk/sdk.d.ts | sed -n '1,80p'; npm i zod 2>&1 | tail -1

Output

91:    effort?: ('low' | 'medium' | 'high' | 'xhigh' | 'max') | number;
92-    /**
93-     * Permission mode controlling how tool executions are handled
94-     */
95-    permissionMode?: PermissionMode;
96-    /**
97-     * Agent type auto-spawned as a background observer whenever this agent runs. The observer receives read-only activity digests and reports via the ObserverReport tool; it never participates in the task.
--
191:    effort?: {
192-        /**
193-         * Active effort level for the current turn (e.g., "low", "medium", "high", "xhigh", "max"), after any silent downgrade for the selected model. Also exposed to hook commands and Bash as the CLAUDE_EFFORT env var.
194-         */
195-        level: string;
196-    };
197-};
--
1814:    persistSession?: boolean;
1815-    /**
1816-     * Mirror session transcripts to an external store. When set, the subprocess
1817-     * still writes to CLAUDE_CONFIG_DIR (set it to /tmp for ephemeral local copy)
1818-     * AND emits entries to this adapter via dual-write.
1819-     *
1820-     * Cannot be used with persistSession: false -- local writes are required
--
1903:    thinking?: ThinkingConfig;
1904-    /**
1905-     * Controls how much effort Claude puts into its response.
1906-     * Works with adaptive thinking to guide thinking depth.
1907-     *
1908-     * - `'low'` — Minimal thinking, fastest responses
1909-     * - `'medium'` — Moderate thinking
--
1916:    effort?: EffortLevel;
1917-    /**
1918-     * Maximum number of tokens the model can use for its thinking/reasoning process.
1919-     * Helps control cost and latency for complex tasks.
1920-     *
1921-     * @⁠deprecated Use `thinking` instead. On Opus 4.6, this is treated as on/off
1922-     * (0 = disabled, any other value = adaptive). For explicit control, use
--
1935:    maxBudgetUsd?: number;
1936-    /**
1937-     * API-side task budget in tokens. When set, the model is made aware of
1938-     * its remaining token budget so it can pace tool use and wrap up before
1939-     * the limit. Sent as `output_config.task_budget` with the
1940-     * `task-budgets-2026-03-13` beta header.
1941-     * @⁠alpha
--
2249:    settingSources?: SettingSource[];
2250-    /**
2251-     * Skills to enable for the main session. This is the single place to turn
2252-     * skills on; you do not need to add `'Skill'` to `allowedTools` yourself
2253-     * when using this option.
2254-     *
2255-     * - omitted (default): no SDK auto-configuration. 
[... 1529 more characters trimmed]

Agent

The effect handlers are written. Next is the runner that drains the workflow queue, then a live test on a real story.

Agent

Input

$ sed -n '5805,5830p' node_modules/@⁠sanity/workflow-engine/dist/index.d.ts; grep -n "declare type ProgressTarget\|type ProgressTarget" -A6 node_modules/@⁠sanity/workflow-engine/dist/index.d.ts; grep -n "interface DrainEffectsResult\|type DrainEffectsResult" -A20 node_modules/@⁠sanity/workflow-engine/dist/index.d.ts | head -30; grep -n "executionContext?:" -B2 -A4 node_modules/@⁠sanity/workflow-engine/dist/index.d.ts | head -20

Output

 * {@⁠link InstancesQueryFilter.limit}). Adapters subscribe to it;
 * {@⁠link workflow.query}-style one-shot reads fetch it — both see the same
 * rows.
 */
export declare function instancesQuery(args: {
  tag: string;
  filter?: InstancesQueryFilter;
}): CompiledQuery;

/**
 * Narrows an instance-list read. All conditions AND together; an empty
 * filter means "every in-flight instance in the engine's resource".
 */
export declare interface InstancesQueryFilter {
  /**
   * Only instances that may reference this document (resource-qualified GDR
   * URI). The lake-side predicate matches the reactive watch-set's
   * workflow, open-stage, activity, ancestor, live-child, and own-id references.
   */
  document?: GdrUri;
  /**
   * The multi-document form of {@⁠link InstancesQueryFilter.document}: one
   * predicate matching instances that reference any of the given docs,
   * for consumers discovering instances across many open documents at once.
   * Merged with `document` when both are set. Callers may defensively recheck
   * with {@⁠link instanceWatchesDocument}. A defined but empty
6909:export declare type ProgressTarget =
6910-  | string
6911-  | {
6912-      scope: "workflow" | "stage";
6913-      field: string;
6914-    };
6915-
3090:export declare interface DrainEffectsResult {
3091-  /** The drained instance's pinned definition fingerprint — carried so the
3092-   *  drain telemetry event can slice per definition. Absent only for
3093-   *  instances pinned before content fingerprinting. */
3094-  definitionContentHash?: string;
3095-  drained: PendingEffect[];
3096-  failed: PendingEffect[];
3097-  skipped: PendingEffect[];
3098-  /**
3099-   * Entries this drainer dispatched without settling. Either another party
3100-   * settled the entry first (a lease-expiry takeover, a manual recovery, or a
3101-   * completion landing while a `retry` run waited out a backoff), or a `retry`
3102-   * run stopped because the claim could no longer be held, which leaves the
3103-   * entry pending for a later drain. The handler's side effect ran here too:
3104-   * the at-least-once overlap the {@⁠link EffectHandler} contract tells
3105-   * handlers to tolerate.
3106-   */
3107-  lost: PendingEffect[];
3108-}
3109-
3110-/**
3896-   * Omitted ⇒ runtime-only stamps.
3897-   */
3898:  executionContext?: DeclaredExecutionContext;
3899-  /**
3900-   * How long a recorded `idempotencyKey` dedupes retries (the
3901-   * `processedRequests[]` row's lifetime). Default
[... 507 more characters trimmed]

Agent

Input

$ node -e "
const p=require('./package.json');p.name='estian-newsroom';p.description='The Estian Tattler newsroom: workflow effect handlers and the desk runner';delete p.main;delete p.keywords;p.author='Booyaka101';p.license='MIT';p.private=true;
p.scripts={desk:'tsx --env-file=.env desk-runner.ts',typecheck:'tsc --noEmit','deploy:workflow':'sanity-workflows deploy'};require('fs').writeFileSync('package.json',JSON.stringify(p,null,2)+'\n')" && cat > tsconfig.json <<'EOF'
{
  "compilerOptions": {
    "target": "ES2022",
    "module": "NodeNext",
    "moduleResolution": "NodeNext",
    "strict": true,
    "skipLibCheck": true,
    "noEmit": true,
    "allowImportingTsExtensions": false,
    "types": ["node"]
  },
  "include": ["**/*.ts", "../studio/lib/factcheck.ts"],
  "exclude": ["node_modules"]
}
EOF
npx tsc --noEmit 2>&1 | head -30

Output

desk-runner.ts(3,26): error TS2835: Relative import paths need explicit file extensions in ECMAScript imports when '--moduleResolution' is 'node16' or 'nodenext'. Did you mean './effects/draft-story.js'?
desk-runner.ts(4,30): error TS2835: Relative import paths need explicit file extensions in ECMAScript imports when '--moduleResolution' is 'node16' or 'nodenext'. Did you mean './effects/fact-check.js'?
desk-runner.ts(5,26): error TS2835: Relative import paths need explicit file extensions in ECMAScript imports when '--moduleResolution' is 'node16' or 'nodenext'. Did you mean './effects/print.js'?
desk-runner.ts(6,43): error TS2835: Relative import paths need explicit file extensions in ECMAScript imports when '--moduleResolution' is 'node16' or 'nodenext'. Did you mean './lib/desk.js'?
effects/draft-story.ts(4,37): error TS2835: Relative import paths need explicit file extensions in ECMAScript imports when '--moduleResolution' is 'node16' or 'nodenext'. Did you mean '../../studio/lib/factcheck.js'?
effects/draft-story.ts(5,78): error TS2835: Relative import paths need explicit file extensions in ECMAScript imports when '--moduleResolution' is 'node16' or 'nodenext'. Did you mean '../lib/desk.js'?
effects/draft-story.ts(6,24): error TS2835: Relative import paths need explicit file extensions in ECMAScript imports when '--moduleResolution' is 'node16' or 'nodenext'. Did you mean './fact-check.js'?
effects/draft-story.ts(78,44): error TS7006: Parameter 'r' implicitly has an 'any' type.
effects/draft-story.ts(96,55): error TS7006: Parameter 'p' implicitly has an 'any' type.
effects/draft-story.ts(96,78): error TS7006: Parameter 'a' implicitly has an 'any' type.
effects/draft-story.ts(97,47): error TS7006: Parameter 'r' implicitly has an 'any' type.
effects/draft-story.ts(101,44): error TS7006: Parameter 'p' implicitly has an 'any' type.
effects/draft-story.ts(101,60): error TS7006: Parameter 'w' implicitly has an 'any' type.
effects/draft-story.ts(112,44): error TS7006: Parameter 'p' implicitly has an 'any' type.
effects/draft-story.ts(112,67): error TS7006: Parameter 'a' implicitly has an 'any' type.
effects/draft-story.ts(116,19): error TS7006: Parameter 'p' implicitly has an 'any' type.
effects/draft-story.ts(117,53): error TS7006: Parameter 'r' implicitly has an 'any' type.
effects/draft-story.ts(117,74): error TS7006: Parameter 'ref' implicitly has an 'any' type.
effects/draft-story.ts(118,40): error TS7006: Parameter 'r' implicitly has an 'any' type.
ef
[... 1468 more characters trimmed]

Agent

Switching to bundler resolution, which suits tsx.

Agent

Input

$ sed -i 's/"module": "NodeNext"/"module": "ESNext"/; s/"moduleResolution": "NodeNext"/"moduleResolution": "Bundler"/; /allowImportingTsExtensions/d' tsconfig.json && npx tsc --noEmit 2>&1 | head -30

Output

effects/draft-story.ts(61,3): error TS2322: Type '{ _key: string; _type: string; style: string; markDefs: { _key: string; _type: string; records?: object[] | undefined; }[]; children: { _key: string; _type: string; text: string; marks: string[]; }[]; }[]' is not assignable to type 'Block[]'.
  Type '{ _key: string; _type: string; style: string; markDefs: { _key: string; _type: string; records?: object[]; }[]; children: { _key: string; _type: string; text: string; marks: string[]; }[]; }' is not assignable to type 'Block'.
    Types of property 'markDefs' are incompatible.
      Type '{ _key: string; _type: string; records?: object[] | undefined; }[]' is not assignable to type 'MarkDef[]'.
        Type '{ _key: string; _type: string; records?: object[] | undefined; }' is not assignable to type 'MarkDef'.
          Types of property 'records' are incompatible.
            Type 'object[] | undefined' is not assignable to type '{ _ref: string; }[] | undefined'.
              Type 'object[]' is not assignable to type '{ _ref: string; }[]'.
                Type 'object' is not assignable to type '{ _ref: string; }'.
                  Property '_ref' is missing in type '{}' but required in type '{ _ref: string; }'.
effects/draft-story.ts(182,32): error TS2345: Argument of type '{ section?: string; pitch?: string; leads?: { _ref: string; }[]; printedAt?: string; edition?: number; _id: string; headline: string; dek: string; body: Block[]; byline: string; factCheck: undefined; }' is not assignable to parameter of type 'IdentifiedSanityDocumentStub<{ section?: string | undefined; pitch?: string | undefined; leads?: { _ref: string; }[] | undefined; printedAt?: string | undefined; edition?: number | undefined; _id: string; headline: string; dek: string; body: Block[]; byline: string; factCheck: undefined; }>'.
  Property '_type' is missing in type '{ section?: string; pitch?: string; leads?: { _ref: string; }[]; printedAt?: string; edition?: number; _id: string; headline: string; dek: string; body: Block[]; byline: string; factCheck: undefined; }' but required in type '{ _type: string; }'.

Agent

Typecheck is clean. Next I'll pitch a real story and run it end to end through the live workflow.

Agent

Input

$ cat > /c/tmp/q.mjs <<'EOF'
import {createClient} from '@⁠sanity/client'
const c = createClient({projectId:'lcvgtfvq',dataset:'production',apiVersion:'2025-02-19',token:process.env.SANITY_TOKEN,useCdn:false,perspective:'raw'})
const r = await c.fetch(process.argv[2])
console.log(JSON.stringify(r,null,1))
EOF
cp /c/tmp/q.mjs ./q.tmp.mjs && PYTHONIOENCODING=utf-8 node --env-file=.env q.tmp.mjs '*[_type=="record" && (def in ["Marriage","Breakup"] || text match "Grasshopper")] | order(tick asc)[0...25]{_id,colonyDay,kind,def,text}' | head -120

Output

[
 {
  "_id": "record-tale-504",
  "colonyDay": 117,
  "def": "Wounded",
  "kind": "tale",
  "text": "Reiraborvas 'Grasshopper' Canga was wounded by Hyena Embaixada."
 },
 {
  "_id": "record-tale-505",
  "colonyDay": 117,
  "def": "Wounded",
  "kind": "tale",
  "text": "Reiraborvas 'Grasshopper' Canga was wounded by Hyena Embaixada."
 },
 {
  "_id": "record-tale-506",
  "colonyDay": 117,
  "def": "Wounded",
  "kind": "tale",
  "text": "Reiraborvas 'Grasshopper' Canga was wounded by Hyena Embaixada."
 },
 {
  "_id": "record-tale-507",
  "colonyDay": 117,
  "def": "Wounded",
  "kind": "tale",
  "text": "Reiraborvas 'Grasshopper' Canga was wounded by Hyena Embaixada."
 },
 {
  "_id": "record-tale-508",
  "colonyDay": 117,
  "def": "Wounded",
  "kind": "tale",
  "text": "Reiraborvas 'Grasshopper' Canga was wounded by Hyena Embaixada."
 },
 {
  "_id": "record-tale-512",
  "colonyDay": 119,
  "def": "FinishedResearchProject",
  "kind": "tale",
  "text": "Reiraborvas 'Grasshopper' Canga finished researching meat drying."
 },
 {
  "_id": "record-tale-516",
  "colonyDay": 120,
  "def": "PlayedGame",
  "kind": "tale",
  "text": "Reiraborvas 'Grasshopper' Canga played a game."
 },
 {
  "_id": "record-tale-524",
  "colonyDay": 124,
  "def": "PlayedGame",
  "kind": "tale",
  "text": "Reiraborvas 'Grasshopper' Canga played a game."
 },
 {
  "_id": "record-tale-525",
  "colonyDay": 124,
  "def": "WalkedNaked",
  "kind": "tale",
  "text": "Reiraborvas 'Grasshopper' Canga walked around naked."
 },
 {
  "_id": "record-tale-528",
  "colonyDay": 125,
  "def": "AttendedParty",
  "kind": "tale",
  "text": "Reiraborvas 'Grasshopper' Canga attended a party thrown by Reiraborvas 'Grasshopper' Canga."
 },
 {
  "_id": "record-tale-529",
  "colonyDay": 125,
  "def": "AttendedParty",
  "kind": "tale",
  "text": "Rocaniraalbo Ambmea attended a party thrown by Reiraborvas 'Grasshopper' Canga."
 },
 {
  "_id": "record-tale-530",
  "colonyDay": 125,
  "def": "AttendedParty",
  "kind": "tale",
  "text": "Hyena Embaixada attended a party thrown by Reiraborvas 'Grasshopper' Canga."
 },
 {
  "_id": "record-tale-531",
  "colonyDay": 125,
  "def": "AttendedParty",
  "kind": "tale",
  "text": "Snake Rato attended a party thrown by Reiraborvas 'Grasshopper' Canga."
 },
 {
  "_id": "record-tale-532",
  "colonyDay": 125,
  "def": "GainedMasterSkillWithPassion",
  "kind": "tale",
  "text": "Reiraborvas 'Grasshopper' Canga became a master of intellectual."
 },
 {
  "_id": "record-tale-536",
  "colony
[... 431 more characters trimmed]

Agent

Input

$ PYTHONIOENCODING=utf-8 node --env-file=.env q.tmp.mjs '*[_type=="record" && (def in ["Marriage","Breakup","SocialFight"] || (kind!="tale" && (text match "Snake" || label match "Snake")))] | order(tick asc){_id,colonyDay,kind,def,label,text}' | head -150

Output

[
 {
  "_id": "record-tale-547",
  "colonyDay": 131,
  "def": "SocialFight",
  "kind": "tale",
  "label": null,
  "text": "Hyena Embaixada got into a fist fight with Reiraborvas 'Grasshopper' Canga."
 },
 {
  "_id": "record-tale-554",
  "colonyDay": 132,
  "def": "Marriage",
  "kind": "tale",
  "label": null,
  "text": "Snake Rato married Reiraborvas 'Grasshopper' Rato."
 },
 {
  "_id": "record-tale-1036",
  "colonyDay": 252,
  "def": "Breakup",
  "kind": "tale",
  "label": null,
  "text": "Snake Rato broke up with Reiraborvas 'Grasshopper' Canga."
 },
 {
  "_id": "record-letter-581",
  "colonyDay": 265,
  "def": "NegativeEvent",
  "kind": "letter",
  "label": "Food binge: Grasshopper",
  "text": "Grasshopper is pigging out on food.\n\nThis happened because of poor mood.\n\nThe final straw was: Divorced by Snake"
 },
 {
  "_id": "record-message-1397",
  "colonyDay": 265,
  "def": "ThreatSmall",
  "kind": "message",
  "label": null,
  "text": "Snake started a social fight with Rocaniraalbo."
 },
 {
  "_id": "record-message-1400",
  "colonyDay": 265,
  "def": "SituationResolved",
  "kind": "message",
  "label": null,
  "text": "Snake and Rocaniraalbo are no longer social fighting."
 },
 {
  "_id": "record-tale-1070",
  "colonyDay": 265,
  "def": "SocialFight",
  "kind": "tale",
  "label": null,
  "text": "Snake Rato got into a fist fight with Rocaniraalbo Ambmea."
 },
 {
  "_id": "record-message-1416",
  "colonyDay": 268,
  "def": "PositiveEvent",
  "kind": "message",
  "label": null,
  "text": "Snake, Warrior is fully healed."
 },
 {
  "_id": "record-letter-586",
  "colonyDay": 268,
  "def": "PositiveEvent",
  "kind": "letter",
  "label": "Inspired recruitment: Snake",
  "text": "Thanks to high mood, Snake has experienced an inspiration!\n\nHe will successfully recruit the next prisoner regardless of difficulty or resistance, as long as they are not unwaveringly loyal.\n\nThe inspiration will end after 8 days, or when the prisoner is recruited."
 },
 {
  "_id": "record-letter-595",
  "colonyDay": 271,
  "def": "NegativeEvent",
  "kind": "letter",
  "label": "Disease: Muscle parasites",
  "text": "2 of your natives have gotten sick from muscle parasites.\n\nEnsure you have a medical bed and a doctor. Make sure that they get proper treatment and spend as much time in bed as possible.\n\nThe following natives have gotten sick:\n\n  - Snake, Warrior\n  - Embaixada, Thane"
 },
 {
  "_id": "record-message-1452",
  "colonyDay": 276,
  "def": "NeutralEvent",
  "kin
[... 1442 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/studio && python - <<'EOF'
p='lib/factcheck.ts'
s=open(p,encoding='utf-8').read()
old_names=s[s.index('function namesIn'):s.index('function checkClaim')]
new_names='''/** Names the text mentions, each with every pawn who answers to it. Married couples share a surname. */
function namesIn(text: string, pawns: PawnInput[]): Map<string, string[]> {
  const named = new Map<string, string[]>()
  for (const pawn of pawns) {
    for (const alias of pawn.aliases ?? []) {
      if (alias.length < 3) continue
      const escaped = alias.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\$&')
      if (new RegExp(`(?<![\\\\p{L}])${escaped}(?![\\\\p{L}])`, 'u').test(text)) named.set(alias, [...(named.get(alias) ?? []), pawn._id])
    }
  }
  return named
}

'''
s=s.replace(old_names,new_names)
s=s.replace('''  for (const [pawnId, alias] of namesIn(text, pawns)) {
    if (!inReceipts.has(pawnId)) problems.push''','''  for (const [alias, pawnIds] of namesIn(text, pawns)) {
    if (!pawnIds.some((id) => inReceipts.has(id))) problems.push''')
s=s.replace("for (const alias of namesIn(text, pawns).values()) problems.push","for (const alias of namesIn(text, pawns).keys()) problems.push")
open(p,'w',encoding='utf-8').write(s)
EOF
sed -n '26,50p' lib/factcheck.ts

Output

/** Names the text mentions, each with every pawn who answers to it. Married couples share a surname. */
function namesIn(text: string, pawns: PawnInput[]): Map<string, string[]> {
  const named = new Map<string, string[]>()
  for (const pawn of pawns) {
    for (const alias of pawn.aliases ?? []) {
      if (alias.length < 3) continue
      const escaped = alias.replace(/[.*+?^${}()|[\]\]/g, '\$&')
      if (new RegExp(`(?<![\p{L}])${escaped}(?![\p{L}])`, 'u').test(text)) named.set(alias, [...(named.get(alias) ?? []), pawn._id])
    }
  }
  return named
}

function checkClaim(text: string, cited: RecordInput[], pawns: PawnInput[], problems: Problem[]) {
  const inReceipts = new Set(cited.flatMap((r) => (r.pawns ?? []).map((p) => p._ref)))
  for (const [alias, pawnIds] of namesIn(text, pawns)) {
    if (!pawnIds.some((id) => inReceipts.has(id))) problems.push({text, reason: `names ${alias}, but no receipt mentions them`})
  }
  const allowed = new Set<number>([cited.length])
  for (const r of cited) {
    if (r.colonyDay !== undefined) allowed.add(r.colonyDay)
    for (const n of numbersIn(`${r.label ?? ''} ${r.text ?? ''}`)) allowed.add(n)
  }
  for (const n of numbersIn(text)) {
    if (!allowed.has(n)) problems.push({text, reason: `says ${n}, which isn't in its receipts`})

Agent

The heredoc swallowed the backslashes again. Fixing those two lines with Edit.

Agent

Now a small test suite for the fact-checker. It's the core of the idea, so it should be pinned down.

Agent

All 8 pass. Now the live end-to-end run: I'll pitch the Snake and Grasshopper divorce story and start a workflow instance on it.

Agent

Input

$ cat > pitch.tmp.mjs <<'EOF'
import {createClient} from '@⁠sanity/client'
const c = createClient({projectId:'lcvgtfvq',dataset:'production',apiVersion:'2025-02-19',token:process.env.SANITY_TOKEN,useCdn:false})
const leads = ['record-tale-554','record-tale-1036','record-letter-581','record-letter-604','record-talk-14672']
await c.createIfNotExists({_id:'story-snake-grasshopper', _type:'story', section:'Hearts', headline:'Snake and Grasshopper: the marriage, the split, the binges',
  pitch:'They married on Day 132 and split on Day 252. Grasshopper binged twice after the divorce. Are they talking again?',
  leads: leads.map(id=>({_key:id.replace(/\W/g,''),_type:'reference',_ref:id}))})
console.log('ok')
EOF
node --env-file=.env pitch.tmp.mjs && npx sanity-workflows start --help 2>&1 | head -30

Output

ok
Start a workflow instance from a deployed definition. Supply values for the workflow's input-sourced fields with --field (e.g. the subject document ref).

USAGE
  $ sanity-workflows start NAME [--deployment <value> | --tag
    <value>] [--version <value>] [--field <value>...] [--instance-id <value>]
    [--json]

ARGUMENTS
  NAME  Workflow definition name.

FLAGS
  --deployment=<value>   Deployment name — the unique identity of one deployment
                         in the config.
  --field=<value>...     [default: ] Initial value for a declared input-sourced
                         field, as name=value (repeatable). Values are
                         JSON-parsed, falling back to a string; ref kinds take a
                         JSON object with a GDR `id` and doc `type`.
  --instance-id=<value>  Start under this instance id — for retries. The id is
                         the start's idempotency key: pass the id of a start
                         that failed partway and the engine resumes it instead
                         of creating a duplicate (an already-settled start
                         replays as a no-op). Omit to mint a fresh id.
  --json                 Emit structured JSON instead of rendered output.
  --tag=<value>          Workflow environment tag (e.g. prod, test) — selects
                         the deployment to act on while the tag names exactly
                         one; pass --deployment when it spans several.
  --version=<value>      Definition version to start from (default: highest
                         deployed).

DESCRIPTION

Agent

Instance started at reporting. Now running the newsroom once, in the foreground. The reporter is Claude working through the records.

Agent

It ran first time: drafted in 74s, fact-check passed. Let me read what the reporter actually wrote and confirm the instance is sitting at the editor's desk.

Agent

Input

$ PYTHONIOENCODING=utf-8 node --env-file=.env q.tmp.mjs '*[_id=="drafts.story-snake-grasshopper"][0]{headline,dek,byline,factCheck{passed,claims,asides},"paras":body[]{"s":children[]{text,"m":^.markDefs[_key in ^.marks][0]{_type,"r":records[]._ref}}}}' ; npx sanity-workflows show production.wf-instance.a46f134ebcc0 2>&1 | head -30

Output

{
 "byline": "claude-opus-5-5, Claude Agent SDK",
 "dek": "Wed on Day 132, split on Day 252, and chatting again on Day 305",
 "factCheck": {
  "asides": 8,
  "claims": 8,
  "passed": true
 },
 "headline": "Snake and Grasshopper: the marriage, the split, the binges",
 "paras": [
  {
   "s": [
    {
     "m": {
      "_type": "aside",
      "r": null
     },
     "text": "Every great romance starts somewhere, and this pairing seems to have started at a party. "
    },
    {
     "m": {
      "_type": "claim",
      "r": [
       "record-tale-531"
      ]
     },
     "text": "On Day 125, Snake Rato attended a party thrown by Reiraborvas 'Grasshopper' Canga."
    }
   ]
  },
  {
   "s": [
    {
     "m": {
      "_type": "claim",
      "r": [
       "record-tale-554"
      ]
     },
     "text": "Just a week later, on Day 132, Snake married Grasshopper, who took his name and became Grasshopper Rato. "
    },
    {
     "m": {
      "_type": "claim",
      "r": [
       "record-tale-679",
       "record-tale-863"
      ]
     },
     "text": "The newlyweds kept the social calendar full: Snake went to a party Grasshopper threw on Day 150, and she returned the favour at his party on Day 220."
    }
   ]
  },
  {
   "s": [
    {
     "m": {
      "_type": "aside",
      "r": null
     },
     "text": "Then the music stopped. "
    },
    {
     "m": {
      "_type": "claim",
      "r": [
       "record-tale-1036"
      ]
     },
     "text": "On Day 252, Snake broke up with Grasshopper, and the records have her back under the name Canga. "
    },
    {
     "m": {
      "_type": "aside",
      "r": null
     },
     "text": "What went wrong? The files don't say, and this paper won't guess."
    }
   ]
  },
  {
   "s": [
    {
     "m": {
      "_type": "aside",
      "r": null
     },
     "text": "The fallout was not pretty. "
    },
    {
     "m": {
      "_type": "claim",
      "r": [
       "record-letter-581"
      ]
     },
     "text": "On Day 265 Grasshopper was caught pigging out on food because of poor mood, and the final straw, per the colony's own report, was being divorced by Snake. "
    },
    {
     "m": {
      "_type": "claim",
      "r": [
       "record-letter-604"
      ]
     },
     "text": "On Day 277 it happened again, with the very same final straw: divorced by Snake."
    }
   ]
  },
  {
   "s": [
    {
     "m": {
      "_type": "aside",
      "r": null
     },
     "text": "The other side of the split wasn't exactly tranquil either. 
[... 1333 more characters trimmed]

Agent

The reporter's output is strong and every claim carries receipts. Two things the mechanical checker can't verify are pronouns and "a few hours later", so I'll spot-check those myself.

Agent

Everything checks out against the records: she/he, hour 1 binge, hour 23 fight, 9h then 13h chats. Now testing the editor's approve → print path.

Agent

Input

$ sed -n '1,200p' /c/tmp/wfdocs/studio-plugin.md

Output

> For AI agents: the complete Sanity documentation index is available at [https://www.sanity.io/docs/llms.txt](https://www.sanity.io/docs/llms.txt).

# Add Workflows to Sanity Studio

Install the Workflows plugin in a Sanity Studio, bind it to your deployed definitions, and put workflows in front of editors.

> [!WARNING]
> Early access
> Workflows is in early access, built in public. Read [How early access works](https://www.sanity.io/docs/workflows/prerelease) before you rely on it.



The Workflows Studio plugin connects deployed workflow definitions to Sanity Studio. It adds a workflow strip and a Workflows view to the document editor, and a Workflows tool for tracking work across documents.

This guide starts from a Studio with no workflow UI and ends with an editor starting a workflow on a document. For what editors see and do once it is running, read [Workflows in Sanity Studio](https://www.sanity.io/docs/workflows/studio-user-guide).

Before you start, you need:

- At least one deployed workflow definition, and the tag it was deployed under: see [Configure and deploy workflow definitions](https://www.sanity.io/docs/workflows/deploy-definitions).
- Sanity Studio v6.15.0 or later (v6.x).
- React and React DOM 19.2.7 or later.
- `styled-components` 6.4.2 or later.
- `@⁠sanity/sdk` 3.1 or later in the 3.x line. The plugin requires this dependency directly.
- Node.js 20 or later.

> [!NOTE]
> Only the plugin needs a Studio
> Studio 6 is a major version, so a Studio still on v5 needs that upgrade before the plugin installs, and that upgrade is its own piece of work. The engine, the CLI, the App SDK adapter, and the MCP server have no dependency on Sanity Studio, so you can author, deploy, and drive workflows while the Studio upgrade is still ahead of you. The [quick start](https://www.sanity.io/docs/workflows/getting-started) runs end to end without one.

## Install the packages

Install the packages in a Sanity Studio 6.15 or later project in the 6.x line. The plugin reads the definitions you deployed with the Workflows CLI.

Install every `@⁠sanity/workflow-*` package at the same version. The command includes the plugin’s required Workflows packages. For an existing installation, follow [the compatibility and upgrade instructions](https://www.sanity.io/docs/workflows/upgrade).

SDK 3.1.0 can resolve `@⁠sanity/mutate` 0.18.1, which can leave document reads pending with Sanity client 8. Before installing, merge this override into your application’s root 
[... 8949 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/studio && cat package.json && cat sanity.config.ts sanity.cli.ts 2>/dev/null; ls

Output

{
  "name": "estian-tattler",
  "private": true,
  "version": "1.0.0",
  "main": "package.json",
  "license": "UNLICENSED",
  "scripts": {
    "build": "sanity build",
    "deploy": "sanity deploy",
    "deploy-graphql": "sanity graphql deploy",
    "dev": "sanity dev",
    "start": "sanity start"
  },
  "keywords": [
    "sanity"
  ],
  "dependencies": {
    "@⁠sanity/ui": "^4.2.4",
    "@⁠sanity/vision": "^6.16.0",
    "react": "^19.2.4",
    "react-dom": "^19.2.4",
    "sanity": "^6.16.0",
    "styled-components": "^6.1.18"
  },
  "devDependencies": {
    "@⁠sanity/eslint-config-studio": "^7",
    "@⁠types/react": "^19.2.14",
    "eslint": "^10.8.1",
    "prettier": "^3.5",
    "typescript": "^5.8"
  },
  "prettier": {
    "bracketSpacing": false,
    "printWidth": 100,
    "semi": false,
    "singleQuote": true
  }
}
import {defineConfig} from 'sanity'
import {structureTool} from 'sanity/structure'
import {visionTool} from '@⁠sanity/vision'
import {schemaTypes} from './schemaTypes'

export default defineConfig({
  name: 'default',
  title: 'Estian Tattler',

  projectId: 'lcvgtfvq',
  dataset: 'production',

  plugins: [structureTool(), visionTool()],

  schema: {
    types: schemaTypes,
  },
})
import {defineCliConfig} from 'sanity/cli'

export default defineCliConfig({
  api: {
    projectId: 'lcvgtfvq',
    dataset: 'production'
  },
  deployment: {
    /**
     * Enable auto-updates for studios.
     * Learn more at https://www.sanity.io/docs/studio/latest-version-of-sanity#k47faf43faf56
     */
    autoUpdates: true,
  },
})
README.md
components
eslint.config.mjs
lib
node_modules
package-lock.json
package.json
sanity.cli.ts
sanity.config.ts
schemaTypes
static
tsconfig.json
tsconfig.tsbuildinfo

Agent

Input

$ cat schemaTypes/story.ts; cat schemaTypes/record.ts | head -60

Output

import {defineArrayMember, defineField, defineType} from 'sanity'
import {ClaimAnnotation, AsideAnnotation} from '../components/annotations'

export const SECTIONS = ['Front page', 'Hearts', 'Science', 'Brawls', 'Commerce', 'Weather', 'Graves']

export const story = defineType({
  name: 'story',
  title: 'Story',
  type: 'document',
  fields: [
    defineField({name: 'headline', type: 'string', validation: (rule) => rule.required().max(90)}),
    defineField({name: 'dek', type: 'string', description: 'The line under the headline.'}),
    defineField({name: 'section', type: 'string', options: {list: SECTIONS}}),
    defineField({
      name: 'pitch',
      type: 'text',
      rows: 2,
      description: 'What the desk wants from the reporter.',
    }),
    defineField({
      name: 'leads',
      type: 'array',
      of: [defineArrayMember({type: 'reference', to: [{type: 'record'}]})],
      description: 'The records the pitch starts from. The reporter can dig up more.',
    }),
    defineField({
      name: 'body',
      type: 'array',
      of: [
        defineArrayMember({
          type: 'block',
          styles: [{title: 'Normal', value: 'normal'}],
          lists: [],
          marks: {
            decorators: [],
            annotations: [
              {
                name: 'claim',
                type: 'object',
                title: 'Claim',
                components: {annotation: ClaimAnnotation},
                fields: [
                  defineField({
                    name: 'records',
                    type: 'array',
                    of: [defineArrayMember({type: 'reference', to: [{type: 'record'}]})],
                    validation: (rule) => rule.min(1),
                  }),
                ],
              },
              {
                name: 'aside',
                type: 'object',
                title: 'Aside',
                description: "The paper's opinion. Can't name a pawn or carry a number.",
                components: {annotation: AsideAnnotation},
                fields: [defineField({name: 'note', type: 'string'})],
              },
            ],
          },
        }),
      ],
    }),
    defineField({name: 'byline', type: 'string'}),
    defineField({
      name: 'factCheck',
      type: 'object',
      readOnly: true,
      description: 'Written by the fact-check desk. Every sentence needs a receipt or an aside mark.',
      fields: [
        defineField({name: 'passed', type: 'boolean'}),
        def
[... 2733 more characters trimmed]

Agent

The Studio is getting live fact-check validation, so a failing story can't be published. Fixing a heredoc newline slip first.

Agent

Now the Receipts view: every sentence of the story next to the records it stands on, plus the live verdict.

Agent

Typecheck is clean. Building the Studio, then deploying the schema and the Studio.

Agent

Icons v5 ships one module per icon. Switching to the per-file import.

Agent

Build passes. Deploying the Studio and the schema.

Agent

Studio and schema are deployed at estian-tattler.sanity.studio. Now I'll check it visually in the automation browser.

Agent

The structure tool crashed. Running the Studio locally to get the actual error.

Agent

The Studio's desk structure renders. The crash is only in the document pane, and I'm tracking it down now.

Agent

The editor opens fine, so the crash must be in the Receipts view. Clicking into it to capture the error.

Agent

The view works; only the deep-link URL crashed it, because the view had no id. Giving it one and redeploying.

Agent

Now I'll take proper screenshots. I'm hiding the cookie banner in my own tab only, not dismissing it on the user's account.

Agent

The Receipts view looks right: every sentence sits next to its records, with a live verdict at the top. Committing this checkpoint locally.

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler && git add -A && git status --short | grep -v "^A  studio/schemaTypes\|^A  studio/components" | head -40; git diff --cached --name-only | grep -i "\.env$\|node_modules" ; du -sh data

Output

warning: in the working copy of '.gitignore', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'data/tattler.ndjson', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'ingest/parse_save.py', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'newsroom/desk-runner.ts', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'newsroom/effects/fact-check.ts', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'newsroom/effects/print.ts', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'newsroom/lib/desk.ts', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'newsroom/package-lock.json', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'newsroom/package.json', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'newsroom/sanity.workflow.ts', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'newsroom/test/factcheck.test.ts', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'newsroom/tsconfig.json', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'newsroom/workflows/story-desk.ts', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'studio/.gitignore', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'studio/README.md', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'studio/components/PitchAction.tsx', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'studio/components/ReceiptsView.tsx', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'studio/components/annotations.tsx', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'studio/eslint.config.mjs', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'studio/lib/morgue.ts', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'studio/package-lock.json', LF will be replaced by CRLF the next time Git touches it
warning: in the working copy of 'studio/
[... 1845 more characters trimmed]

Agent

Committed. Next up is the public front page: a Next.js static export to GitHub Pages, with the printed stories and a hover receipt on every claim.

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/frontpage && cat > app/layout.tsx <<'EOF'
import type {Metadata} from 'next'
import './tattler.css'

export const metadata: Metadata = {
  title: 'The Estian Tattler',
  description: 'A tabloid for one RimWorld colony. Every claim links to the save file record it came from.',
}

export default function RootLayout({children}: {children: React.ReactNode}) {
  return (
    <html lang="en">
      <body>{children}</body>
    </html>
  )
}
EOF
cat > components/Masthead.tsx <<'EOF'
import Link from 'next/link'
import type {Colony} from '@/lib/tattler'

export function Masthead({colony, edition}: {colony: Colony; edition?: number}) {
  return (
    <header className="masthead">
      <div className="ears">
        <span>Colony Day {colony.currentDay}</span>
        <span>{edition ? `Edition ${edition}` : 'No edition yet'}</span>
        <span>{colony.modCount} mods, zero corrections</span>
      </div>
      <Link href="/" className="nameplate">
        The Estian Tattler
      </Link>
      <div className="strap">
        Gossip for the {colony.name}. Every claim has a receipt. Hover it.
      </div>
    </header>
  )
}
EOF
cat > app/page.tsx <<'EOF'
import Link from 'next/link'
import {Masthead} from '@/components/Masthead'
import {getPaper, slug} from '@/lib/tattler'

export default async function FrontPage() {
  const {colony, stories} = await getPaper()
  const [lead, ...rest] = stories
  return (
    <main className="paper">
      <Masthead colony={colony} edition={lead?.edition} />
      {lead ? (
        <Link href={`/story/${slug(lead)}/`} className="splash">
          {lead.section && <span className="section">{lead.section}</span>}
          <h1>{lead.headline}</h1>
          {lead.dek && <p className="dek">{lead.dek}</p>}
          <span className="more">{lead.claims} claims, all sourced. Read it.</span>
        </Link>
      ) : (
        <p className="empty">Nothing has cleared the desk yet.</p>
      )}
      {rest.length > 0 && (
        <section className="columns">
          {rest.map((story) => (
            <Link key={story._id} href={`/story/${slug(story)}/`} className="card">
              {story.section && <span className="section">{story.section}</span>}
              <h2>{story.headline}</h2>
              {story.dek && <p className="dek">{story.dek}</p>}
            </Link>
          ))}
        </section>
      )}
      <HowItWorks recordCount={colony.recordCount} firstRecordDay={colony.firstRecordDay} />
    </main>
  )
}

function HowItWorks({recordCount, firstRecordDay}: {recordCount: number; firstRecordDay: number}) {
  return (
    <footer className="colophon">
      <h3>How this paper works</h3>
      <p>
        The newsroom is a Sanity dataset of {recordCount} records pulled out of one RimWorld save: tales, letters,
        messages and pawn-to-pawn talk. The save forgets anything older than day {firstRecordDay}, so nothing earlier
        can be printed.
      </p>
      <p>
        A Claude reporter drafts each story with only a search tool over those records. Every sentence is either a
        claim that cites records or an aside with no names and no numbers in it. A fact-checker, which is plain code and
        not a model, rejects any claim naming a pawn or quoting a number its receipts don&apos;t contain. Failed drafts
        go back to the reporter, three strikes and the story is spiked. An editor still has to approve it in Sanity
        Studio before the press runs.
      </p>
    </footer>
  )
}
EOF
cat > "app/story/[id]/page.tsx" <<'EOF'
import {notFound} from 'next/navigation'
import {Masthead} from '@/components/Masthead'
import {ReceiptLine, StoryBody} from '@/components/StoryBody'
import {getPaper, getStory, receiptsOf, slug} from '@/lib/tattler'

export const dynamicParams = false

export async function generateStaticParams() {
  const {stories} = await getPaper()
  return stories.map((story) => ({id: slug(story)}))
}

export default async function StoryPage({params}: {params: Promise<{id: string}>}) {
  const {id} = await params
  const [{colony}, story] = await Promise.all([getPaper(), getStory(`story-${id}`)])
  if (!story) notFound()
  const receipts = receiptsOf(story)
  return (
    <main className="paper">
      <Masthead colony={colony} edition={story.edition} />
      <article className="story">
        {story.section && <span className="section">{story.section}</span>}
        <h1>{story.headline}</h1>
        {story.dek && <p className="dek">{story.dek}</p>}
        <p className="byline">
          By {story.byline}. Edition {story.edition}.
        </p>
        <StoryBody story={story} />
        <details className="evidence">
          <summary>All {receipts.length} records this story cites</summary>
          <ol>
            {receipts.map((r) => (
              <li key={r._id}>
                <ReceiptLine r={r} />
              </li>
            ))}
          </ol>
        </details>
      </article>
    </main>
  )
}
EOF
echo ok

Output

ok

Agent

The front page's data layer and pages are in place, so next up is the stylesheet with the hover receipts. After that I'll print the first story so there's something to build against.

Agent

The whole pipeline ran end to end and the first story is printed. Building the front page against it now.

Agent

The front page renders the way I wanted: a tabloid nameplate, and each red-underlined claim opens its save-file receipt on hover or focus. Next I'm setting up the GitHub Pages deploy.

Agent

Input

$ head -40 ingest/parse_save.py; grep -n "def \|argv\|\.rws\|gz" ingest/parse_save.py | head -30; git ls-files | head -50

Output

"""Turn a RimWorld save into Sanity NDJSON: one colony, the pawns it remembers, and every record.

A record is one thing the save can prove happened: a tale, a letter, a message or a
conversation from the play log. Stories in the Tattler may only claim what records say.
"""
import argparse
import gzip
import json
import os
import re
import xml.etree.ElementTree as ET
from collections import Counter
from pathlib import Path

TICKS_PER_DAY = 60000
TICKS_PER_HOUR = 2500
GAME = os.environ.get("RIMWORLD_DIR", r"D:\SteamLibrary\steamapps\common\RimWorld")
LABELS = Path(__file__).resolve().parent / "def_labels.json"
WORKSHOP = os.environ.get("WORKSHOP_DIR", r"C:\tmp\steamcmd\steamapps\workshop\content\294100")

# What each tale means, in the paper's words. Tales carry no text of their own.
TALE_VERBS = {
    "AttendedParty": "{0} attended a party thrown by {1}",
    "Aurora": "{0} saw an aurora",
    "Breakup": "{0} broke up with {1}",
    "CaravanFormed": "{0} set out with a caravan",
    "CompletedLongConstructionProject": "{0} finished building {s}",
    "CompletedLongCraftingProject": "{0} finished crafting {s}",
    "Eclipse": "{0} saw an eclipse",
    "Exhausted": "{0} collapsed from exhaustion",
    "FinishedResearchProject": "{0} finished researching {s}",
    "GainedMasterSkillWithPassion": "{0} became a master of {s}",
    "HeatstrokeRevealed": "{0} came down with heatstroke",
    "HypothermiaRevealed": "{0} came down with hypothermia",
    "LandedInPod": "{0} landed in a drop pod",
    "Marriage": "{0} married {1}",
    "PlayedGame": "{0} played a game",
    "ReadBook": "{0} read a book",
    "SocialFight": "{0} got into a fist fight with {1}",
    "TradedWith": "{0} traded with {1}",
7:import gzip
51:def clean(text):
55:def when(tick, start):
61:def pawn_name(snapshot):
68:def short(name):
72:def full(name):
79:def humanize(def_name):
85:def def_labels(wanted):
109:def parse(save_path, scan_defs=False):
110:    opener = gzip.open if str(save_path).endswith(".gz") else open
119:    def remember(pawn_id, name, snapshot=None, tick=0):
176:def pawn_doc(pid, p):
189:def record_doc(r, pawns, labels):
217:def main():
222:    ap.add_argument("--scan-defs", action="store_true", help="look up def labels in the installed game and mods")
239:          f"days {colony['firstRecordDay']}-{colony['currentDay']}, {len(labels)}/{len({r['subjectDef'] for r in records if r.get('subjectDef')})} def labels -> {args.out}")
.gitattributes
.gitignore
data/tattler.ndjson
inges
[... 840 more characters trimmed]

Agent

While that runs I'll queue more stories. First I'm checking the shape of the existing pitch so the new ones match it.

Agent

Input

$ python /c/tmp/q.py '*[_type=="record" && (text match "berr*" || text match "Embaixada" || text match "Rocaniraalbo" || text match "Bladeroot" || kind=="letter")]|order(tick asc){_id,colonyDay,hour,kind,label,"t":text[0..150]}' | head -150

Output

{"_id": "record-tale-504", "colonyDay": 117, "hour": 11, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-505", "colonyDay": 117, "hour": 11, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-506", "colonyDay": 117, "hour": 11, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-507", "colonyDay": 117, "hour": 11, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-508", "colonyDay": 117, "hour": 11, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-510", "colonyDay": 119, "hour": 5, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-511", "colonyDay": 119, "hour": 5, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-513", "colonyDay": 119, "hour": 15, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-515", "colonyDay": 120, "hour": 11, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-517", "colonyDay": 120, "hour": 13, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-518", "colonyDay": 121, "hour": 21, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-519", "colonyDay": 123, "hour": 0, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-520", "colonyDay": 123, "hour": 5, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-521", "colonyDay": 123, "hour": 7, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-523", "colonyDay": 123, "hour": 22, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-527", "colonyDay": 125, "hour": 0, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-529", "colonyDay": 125, "hour": 6, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-530", "colonyDay": 125, "hour": 6, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-533", "colonyDay": 125, "hour": 21, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-534", "colonyDay": 126, "hour": 11, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-537", "colonyDay": 127, "hour": 2, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-539", "colonyDay": 128, "hour": 7, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-541", "colonyDay": 128, "hour": 18, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-545", "colonyDay": 130, "hour": 4, "kind": "tale", "label": null, "t": null}
{"_id": "record-tale-546", "colonyDay": 131, "hour": 6, "kind": "tale", "label": null, "t": null}
{"_id": "rec
[... 12513 more characters trimmed]

Agent

Input

$ python /c/tmp/q.py '*[_type=="record" && kind in ["letter","message"]]|order(tick asc){_id,colonyDay,hour,label,text}' | cut -c1-260 | head -90

Output

{"_id": "record-message-1392", "colonyDay": 264, "hour": 20, "label": null, "text": "Berries x75 has rotted away in storage."}
{"_id": "record-letter-581", "colonyDay": 265, "hour": 1, "label": "Food binge: Grasshopper", "text": "Grasshopper is pigging out on food.\n\nThis happened because of poor mood.\n\nThe final straw was: Divorced by Snake"}
{"_id": "record-message-1393", "colonyDay": 265, "hour": 1, "label": null, "text": "Fresh carrion spotted: Red panda (dead)"}
{"_id": "record-message-1395", "colonyDay": 265, "hour": 3, "label": null, "text": "Grasshopper has been successfully calmed down by Embaixada."}
{"_id": "record-message-1396", "colonyDay": 265, "hour": 4, "label": null, "text": "Grasshopper is no longer pigging out on food."}
{"_id": "record-message-1394", "colonyDay": 265, "hour": 4, "label": null, "text": "Berries x75 has rotted away in storage."}
{"_id": "record-message-1397", "colonyDay": 265, "hour": 5, "label": null, "text": "Snake started a social fight with Rocaniraalbo."}
{"_id": "record-message-1400", "colonyDay": 265, "hour": 6, "label": null, "text": "Snake and Rocaniraalbo are no longer social fighting."}
{"_id": "record-message-1401", "colonyDay": 265, "hour": 8, "label": null, "text": "Fresh carrion spotted: Turkey (dead)"}
{"_id": "record-message-1402", "colonyDay": 265, "hour": 18, "label": null, "text": "Your restaurant has earned $12 today."}
{"_id": "record-message-1403", "colonyDay": 266, "hour": 6, "label": null, "text": "Fresh carrion spotted: Buck (dead)"}
{"_id": "record-letter-582", "colonyDay": 266, "hour": 8, "label": "Gift from Grand Elders", "text": "Tribespeople from Grand Elders have left a gift:\n\n   -Crossbow (normal)"}
{"_id": "record-message-1404", "colonyDay": 266, "hour": 8, "label": null, "text": "Visitors from Grand Elders are leaving."}
{"_id": "record-message-1405", "colonyDay": 266, "hour": 8, "label": null, "text": "They are absolutely amazed by your hospitality! (Score: 100) They will visit again in a few days."}
{"_id": "record-message-1406", "colonyDay": 266, "hour": 10, "label": null, "text": "Fresh carrion spotted: Velociraptor (dead)"}
{"_id": "record-message-1407", "colonyDay": 266, "hour": 11, "label": null, "text": "Tribal gathering has begun."}
{"_id": "record-message-1408", "colonyDay": 266, "hour": 12, "label": null, "text": "Berries x75 has rotted away in storage."}
{"_id": "record-message-1410", "colonyDay": 266, "hour": 12, "label": null, "text": "Fresh carrion sp
[... 11604 more characters trimmed]

Agent

I'm picking leads for three more stories out of the save records: the berry rot, the brawls, and the restaurant and visitor scores.

Agent

Input

$ python /c/tmp/q.py '*[_type=="record" && (text match "rotted" || text match "Berry bush" || text match "restaurant" || text match "Score" || text match "fist fight" || text match "social fight" || _id in ["record-tale-504","record-tale-505","record-tale-506","record-tale-507","record-tale-508"])]|order(tick asc){_id,colonyDay,hour,text}' | cut -c1-200

Output

{"_id": "record-tale-504", "colonyDay": 117, "hour": 11, "text": "Reiraborvas 'Grasshopper' Canga was wounded by Hyena Embaixada."}
{"_id": "record-tale-505", "colonyDay": 117, "hour": 11, "text": "Reiraborvas 'Grasshopper' Canga was wounded by Hyena Embaixada."}
{"_id": "record-tale-506", "colonyDay": 117, "hour": 11, "text": "Reiraborvas 'Grasshopper' Canga was wounded by Hyena Embaixada."}
{"_id": "record-tale-507", "colonyDay": 117, "hour": 11, "text": "Reiraborvas 'Grasshopper' Canga was wounded by Hyena Embaixada."}
{"_id": "record-tale-508", "colonyDay": 117, "hour": 11, "text": "Reiraborvas 'Grasshopper' Canga was wounded by Hyena Embaixada."}
{"_id": "record-tale-547", "colonyDay": 131, "hour": 14, "text": "Hyena Embaixada got into a fist fight with Reiraborvas 'Grasshopper' Canga."}
{"_id": "record-message-1392", "colonyDay": 264, "hour": 20, "text": "Berries x75 has rotted away in storage."}
{"_id": "record-message-1394", "colonyDay": 265, "hour": 4, "text": "Berries x75 has rotted away in storage."}
{"_id": "record-message-1397", "colonyDay": 265, "hour": 5, "text": "Snake started a social fight with Rocaniraalbo."}
{"_id": "record-message-1402", "colonyDay": 265, "hour": 18, "text": "Your restaurant has earned $12 today."}
{"_id": "record-tale-1070", "colonyDay": 265, "hour": 23, "text": "Snake Rato got into a fist fight with Rocaniraalbo Ambmea."}
{"_id": "record-message-1405", "colonyDay": 266, "hour": 8, "text": "They are absolutely amazed by your hospitality! (Score: 100) They will visit again in a few days."}
{"_id": "record-message-1408", "colonyDay": 266, "hour": 12, "text": "Berries x75 has rotted away in storage."}
{"_id": "record-message-1412", "colonyDay": 267, "hour": 3, "text": "Berries x75 has rotted away in storage."}
{"_id": "record-message-1414", "colonyDay": 267, "hour": 18, "text": "Berries x75 has rotted away in storage."}
{"_id": "record-message-1415", "colonyDay": 267, "hour": 23, "text": "Berries x75 has rotted away in storage."}
{"_id": "record-message-1422", "colonyDay": 269, "hour": 7, "text": "Berries x75 has rotted away in storage."}
{"_id": "record-message-1423", "colonyDay": 269, "hour": 9, "text": "Berries x75 has rotted away in storage."}
{"_id": "record-message-1424", "colonyDay": 269, "hour": 18, "text": "Apples x74 has rotted away in storage."}
{"_id": "record-message-1426", "colonyDay": 269, "hour": 20, "text": "Berries x75 has rotted away in storage."}
{"_id": "record-message-1428", "col
[... 5021 more characters trimmed]

Agent

Input

$ set -a && . ./.env && set +a && node -e "
const {createClient}=require('@⁠sanity/client');
const c=createClient({projectId:'lcvgtfvq',dataset:'production',apiVersion:'2025-02-19',token:process.env.SANITY_TOKEN,useCdn:false,perspective:'raw'});
c.fetch('*[_id in [\"drafts.story-restaurant-reviews\",\"drafts.story-fist-fights\",\"drafts.story-berry-rot\"]]{_id,headline,dek,body[]{children[]{text,marks},markDefs[]{_key,_type,\"r\":records[]->{colonyDay,hour,text}}}}').then(rs=>{for(const s of rs){console.log('\n#####',s._id,'|',s.headline,'|',s.dek);for(const b of s.body){for(const ch of b.children){const d=b.markDefs.find(m=>ch.marks.includes(m._key));console.log(d?._type==='claim'?'C':'A',ch.text.trim());if(d?.r)for(const r of d.r)console.log('     > D'+r.colonyDay+' '+r.hour+'h '+r.text.replace(/\n+/g,' / ').slice(0,160))}console.log('--')}}})
"

Output

##### drafts.story-berry-rot | The berry pile keeps rotting | From Day 264 to Day 296, storage reported berries rotting away again and again, and the bushes outside died unpicked
A Something in the tribal larder smells, and it isn't the gossip.
--
C On Day 264, storage sent its first notice: Berries x75 has rotted away in storage.
     > D264 20h Berries x75 has rotted away in storage.
C It was only the start: by Day 269, nine reports had come in, every time another stack of 75 berries gone bad.
     > D264 20h Berries x75 has rotted away in storage.
     > D265 4h Berries x75 has rotted away in storage.
     > D266 12h Berries x75 has rotted away in storage.
     > D267 3h Berries x75 has rotted away in storage.
     > D267 18h Berries x75 has rotted away in storage.
     > D267 23h Berries x75 has rotted away in storage.
     > D269 7h Berries x75 has rotted away in storage.
     > D269 9h Berries x75 has rotted away in storage.
     > D269 20h Berries x75 has rotted away in storage.
C On Day 269 the apples joined in too, with Apples x74 rotting away.
     > D269 18h Apples x74 has rotted away in storage.
--
C All told, between Day 264 and Day 296 storage filed 39 separate reports of berries rotting away.
     > D264 20h Berries x75 has rotted away in storage.
     > D265 4h Berries x75 has rotted away in storage.
     > D266 12h Berries x75 has rotted away in storage.
     > D267 3h Berries x75 has rotted away in storage.
     > D267 18h Berries x75 has rotted away in storage.
     > D267 23h Berries x75 has rotted away in storage.
     > D269 7h Berries x75 has rotted away in storage.
     > D269 9h Berries x75 has rotted away in storage.
     > D269 20h Berries x75 has rotted away in storage.
     > D271 11h Berries x15 has rotted away in storage.
     > D271 11h Berries x60 has rotted away in storage.
     > D271 12h Berries x60 has rotted away in storage.
     > D273 6h Berries x11 has rotted away in storage.
     > D278 0h Berries x40 has rotted away in storage.
     > D278 7h Berries x65 has rotted away in storage.
     > D278 14h Berries x75 has rotted away in storage.
     > D279 5h Berries x75 has rotted away in storage.
     > D279 17h Berries x75 has rotted away in storage.
     > D280 9h Berries x75 has rotted away in storage.
     > D281 9h Berries x75 has rotted away in storage.
     > D286 10h Berries x57 has rotted away in storage.
     > D286 19h Berries x70 has rotted away in storage.
     > D288 3h Berries x50 has rotted away in stora
[... 9555 more characters trimmed]

Agent

Input

$ python /c/tmp/q.py '*[_type=="pawn" && (name match "Embaixada" || shortName match "Embaixada")]{_id,name,shortName,aliases,gender,relationNote}'; python /c/tmp/q.py '*[_type=="record" && (label match "binge" || text match "binge" || text match "pigging" || text match "berr*" && kind=="talk")]{_id,colonyDay,kind,label,text}' | cut -c1-200; python /c/tmp/q.py '*[_type=="record" && colonyDay==305 && hour==6]{_id,text}' | cut -c1-200

Output

{"_id": "pawn-Human147640", "aliases": ["Embaixada", "Hyena", "Hyena Embaixada"], "gender": "Male", "name": "Hyena Embaixada", "relationNote": null, "shortName": "Hyena"}
{"_id": "record-letter-581", "colonyDay": 265, "kind": "letter", "label": "Food binge: Grasshopper", "text": "Grasshopper is pigging out on food.\n\nThis happened because of poor mood.\n\nThe final st
{"_id": "record-letter-604", "colonyDay": 277, "kind": "letter", "label": "Food binge: Grasshopper", "text": "Grasshopper is pigging out on food.\n\nThis happened because of poor mood.\n\nThe final st
{"_id": "record-letter-632", "colonyDay": 290, "kind": "letter", "label": "Bladeroot binge: Embaixada", "text": "Embaixada, Thane is binging on Bladeroot.\n\nThis happened because of poor mood.\n\nThe
{"_id": "record-message-1396", "colonyDay": 265, "kind": "message", "label": null, "text": "Grasshopper is no longer pigging out on food."}
{"_id": "record-message-1457", "colonyDay": 278, "kind": "message", "label": null, "text": "Grasshopper is no longer pigging out on food."}
{"_id": "record-letter-690", "text": "Plebeians from Eastern Republic have left a gift:\n\n   -Wooden lute (normal)\n   -Concrete lyre (normal)"}
{"_id": "record-message-1557", "text": "Visitors from Eastern Republic are leaving."}
{"_id": "record-message-1558", "text": "They expected more from you. (Score: -12) They won't come back any time soon."}
{"_id": "record-talk-14667", "text": "Charango Paphianne chatted with Iola 'Smalls' Schaefer."}

Agent

Input

$ set -a && . ./.env && set +a && node -e "
const {createClient}=require('@⁠sanity/client');
const c=createClient({projectId:'lcvgtfvq',dataset:'production',apiVersion:'2025-02-19',token:process.env.SANITY_TOKEN,useCdn:false,perspective:'raw'});
c.fetch('*[_id==\"drafts.story-berry-rot\"][0]{headline,dek,body[]{children[]{text,marks},markDefs[]{_key,_type,\"n\":count(records)}}}').then(s=>{console.log(s.headline,'|',s.dek);for(const b of s.body){for(const ch of b.children){const d=b.markDefs.find(m=>ch.marks.includes(m._key));console.log(d?._type==='claim'?'C'+d.n:'A',ch.text.trim())}console.log('--')}})
"

Output

The berry pile keeps rotting | From Day 264 to Day 296, storage kept reporting berries rotted away, while berry bushes died left unharvested
C1 It started on Day 264, when storage reported that Berries x75 had rotted away.
A Then it happened again. And again.
--
C39 Between Day 264 and Day 296, the colony logged berries rotting away in storage 39 times.
C9 The first nine reports were all full stacks of 75.
--
C5 Day 289 was the worst of it, with five separate reports: 30, 75, 75, 72 and 60 berries gone.
C1 The berries weren't alone: Apples x74 rotted away in storage on Day 269.
C1 The last berry report came on Day 296, a mere 10.
--
C2 Out in the fields, a berry bush died from rotting after being left unharvested on Day 270, and another on Day 280.
C3 A raspberry bush died from rotting on Day 294, another raspberry bush died unharvested on Day 298, and a berry bush followed on Day 300.
A Too many berries in the larder and nobody picking the bushes? The Tattler can't square it either.
--
C2 Meanwhile, Grasshopper went on a food binge on Day 265 and again on Day 277, both times after being divorced by Snake.
A Did anybody in the tribe notice the smell from storage, or say a word about it? If they did, it hasn't reached this desk. Tips welcome.
--

Agent

The rewrite dropped both unprovable lines and still passed the fact-check. Now I'll try approving through the Studio's Workflows panel rather than the CLI, so the demo shows the editor side for real.

Agent

Input

$ python - <<'EOF'
import re
p='studio_do.mjs'
s=open(p).read()
start=s.index('  await c.evaluate(`(() => { const all')
end=s.index('\n', s.index('el.style.display = \'none\' } })()`);'))
s=s[:start]+"""  await c.evaluate(`(() => { const b = [...document.querySelectorAll('button')].find((x) => /reject non-essential/i.test(x.textContent));
    let el = b; while (el && getComputedStyle(el).position !== 'fixed') el = el.parentElement; if (el) el.style.display = 'none'; return !!el })()`);"""+s[end:]
open(p,'w').write(s)
EOF
grep -n "reject" studio_do.mjs; timeout 110 node studio_do.mjs "https://www.sanity.io/@⁠oj47h4o89/studio/uai6f1wkpsf49r3et3gtpiio/default/workflows" tattler/wf2.png "(() => { const r = [...document.querySelectorAll('tr,[role=row],a')].find((e) => /Who hits whom/.test(e.textContent) && e.textContent.length < 300); r?.click(); return r?.tagName })()" "document.body.innerText.slice(0,2500)" 2>&1 | tail -40

Output

14:  await c.evaluate(`(() => { const b = [...document.querySelectorAll('button')].find((x) => /reject non-essential/i.test(x.textContent));
> "TR"
> "ET\nEstian Tattler\nStructure\nWorkflows\nVision\nReleases\nDrafts\nWorkflows\nStart workflow\nOverview\nFor me\nAll workflows\nOpen runs\nAdd filter\nTable\nBoard\n3 open runs\nWorkflow subject\n\t\nWorkflow\n\t\nStage\n\t\nStarted ↓\n\t\nTasks\n\n\nEastern Republic sours on the restaurant: \"Score: -12\"\nCommerce\n\t\nStory desk\n\t\nEditor's desk\n\t\n9m ago\n\t\n\n\nWho hits whom: Embaixada, Grasshopper, Snake and Rocaniraalbo\nBrawls\n\t\nStory desk\n\t\nEditor's desk\n\t\n9m ago\n\t\n\n\nThe berry pile keeps rotting\nFront page\n\t\nStory desk\n\t\nEditor's desk\n\t\n9m ago\n\t\nStory desk / Editor's desk\nWorkflow subject\nWho hits whom: Embaixada, Grasshopper, Snake and Rocaniraalbo\nBrawls\nWorkflow\nStory:\nWho hits whom: Embaixada, Grasshopper, Snake and Rocaniraalbo\nDrafts filed:\n1\nNote for the reporter\nReporting:\n100%\nReporting\nFact-check\nEditor's desk\nOn the press\nPrinted\nSpiked\nDecision\nRead it and decide\nSelect action\nHistory\nG\ng-GhSvcjjlfvuL entered Editor's desk from Fact-check\n·\n6m ago\nG\ng-GhSvcjjlfvuL moved Fact-check → Editor's desk\n·\n6m ago\nG\ng-GhSvcjjlfvuL left Fact-check for Editor's desk\n·\n6m ago\nG\ng-GhSvcjjlfvuL changed state via action Checked\n·\n6m ago\nG\ng-GhSvcjjlfvuL changed Check every sentence against its receipts: active → done\n·\n6m ago\nThe workflow fired Checked on Check every sentence against its receipts\n·\n6m ago\nShow all history\nManage\nCancel workflow…\nSeven updates that give people and agents mor

Agent

Input

$ python - <<'EOF'
p='studio_do.mjs'
s=open(p).read()
a=s.index("  // The cookie notice")
b=s.index("  const targets")
s=s[:a]+s[b:]
s=s.replace("  if (out !== '-') writeFileSync", """  // The cookie notice lives in the dashboard page (maybe in a shadow root), outside the iframe; hide it in this tab only.
  console.log('banner hidden:', await c.evaluate(`(() => { const roots = [document]; for (let i = 0; i < roots.length; i++) for (const e of roots[i].querySelectorAll('*')) if (e.shadowRoot) roots.push(e.shadowRoot);
    for (const r of roots) { const b = [...r.querySelectorAll('button')].find((x) => /reject non-essential/i.test(x.textContent));
      let el = b; while (el && getComputedStyle(el).position !== 'fixed') el = el.parentElement || el.getRootNode().host; if (el) { el.style.display = 'none'; return true } } return false })()`));
  if (out !== '-') writeFileSync""")
open(p,'w').write(s)
EOF
timeout 120 node studio_do.mjs "https://www.sanity.io/@⁠oj47h4o89/studio/uai6f1wkpsf49r3et3gtpiio/default/workflows" tattler/wf3.png "(() => { const r = [...document.querySelectorAll('tr')].find((e) => /Who hits whom/.test(e.textContent)); r?.click(); return !!r })()" "(() => { const b = [...document.querySelectorAll('button')].find((e) => /Select action/.test(e.textContent)); b?.click(); return !!b })()" "[...document.querySelectorAll('[role=menuitem],[role=option]')].map(e => e.innerText).join(' | ')" 2>&1 | tail

Output

> true
> true
> "Diagnostics | Sanity StudioUp to datev6.16.0 | Documentation | Changelog | What's new | Join our community | Account support | Contact sales | Definitions | Documentation | All workflows3 runs | Story desk3 runs | Open runs | Closed runs | Unassigned3 runs | Current user | AAdministrator | BDBlueprints Deployer | CContributor | DDeveloper | EEditor | VViewer | Christo | Blocked | Overdue | No release3 runs | Send to press | Send back… | Spike it"
banner hidden: true

Agent

The action dialog offers "Send to press", "Send back…" and "Spike it". I'll approve this story from the Studio, then fix the banner by hiding every match with !important.

Agent

Committed. Before the repo goes public I'm scanning every tracked file for anything that looks like a secret.

Agent

Input

$ git grep -nIE "sk[a-zA-Z0-9]{20,}|ghp_|gho_|github_pat|sk-ant|SANITY_TOKEN=|owner|C:\\\\Users" $(git rev-list --all) -- . ':!*.ndjson' | head; git grep -nIE "owner|Users" HEAD -- data/tattler.ndjson | head -3; echo "---"; git ls-files | xargs du -ch 2>/dev/null | tail -1

Output

9b2729f579e4597aa6a7c35a123a2d6ab6deb0fe:frontpage/package-lock.json:784:      "integrity": "sha512-SZ9xZInqApNlNGc9s0W1VSsktYSOe9cFqNOIqmN1Gs8SmkjKZYFt017G4VwPxASInODuAdbTW7sXiFUf893RgA==",
9b2729f579e4597aa6a7c35a123a2d6ab6deb0fe:newsroom/package-lock.json:1451:      "integrity": "sha512-AskzJUIKRLPxkruR1wLKewGbOw+EYfU/9lOrBFj4AFrEA8hPpKFnODWNu2WLaNs0QNkEb9QIJufmVZZIL/bJlg==",
9b2729f579e4597aa6a7c35a123a2d6ab6deb0fe:newsroom/package-lock.json:1594:      "integrity": "sha512-62q5RMKskByqbUZtJUbdzhN4Li5C8ZHrb+zL6Mc0DKjD7xh5EG6VMY5TMJL2YGHlNEAniy4AChqSJPPv5jY+kg==",
9b2729f579e4597aa6a7c35a123a2d6ab6deb0fe:newsroom/package-lock.json:2016:      "integrity": "sha512-SZ9xZInqApNlNGc9s0W1VSsktYSOe9cFqNOIqmN1Gs8SmkjKZYFt017G4VwPxASInODuAdbTW7sXiFUf893RgA==",
9b2729f579e4597aa6a7c35a123a2d6ab6deb0fe:newsroom/package-lock.json:3725:      "integrity": "sha512-AC/7JofJvZGrrneWNaEnJeOLUx+JlGt7tNa0wZiRPT4MY1wmfKjt2+6O2p2uz2+skll8OZZmJMNqeke7kKbNgQ==",
9b2729f579e4597aa6a7c35a123a2d6ab6deb0fe:newsroom/package-lock.json:5204:      "integrity": "sha512-faYHw0anBbc/kWF3zFTEnxSFOAGUX9GFbOBthvDdLsIlEoWOFOtS0zgCiQYwIskL9iGXZL3kAXD8OoZ4GmMATA==",
9b2729f579e4597aa6a7c35a123a2d6ab6deb0fe:studio/package-lock.json:348:      "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
9b2729f579e4597aa6a7c35a123a2d6ab6deb0fe:studio/package-lock.json:401:      "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
9b2729f579e4597aa6a7c35a123a2d6ab6deb0fe:studio/package-lock.json:431:      "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
9b2729f579e4597aa6a7c35a123a2d6ab6deb0fe:studio/package-lock.json:457:      "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
---
1.4M    total

Agent

The old receipts screenshot still has the cookie banner in it, so I'm retaking it with the fixed script.

Agent

The banner's gone and the Receipts view comes out clean. Next I'm swapping it in, creating the public repo, and enabling Pages.

Agent

The press fired a rebuild for each story, and the newer runs cancelled the older ones as designed. I'm waiting on the last run now.

Agent

Now I'm updating memory with the Path Two state so it survives the next compaction.

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/studio/node_modules/@⁠sanity/workflow-engine && cat package.json | python -c "import json,sys;d=json.load(sys.stdin);print(d['version'],list(d.get('exports',{}).keys()))"; ls dist | head; grep -oE "^export (declare )?(function|const|class|type|interface) [A-Za-z]+" dist/index.d.ts 2>/dev/null | head -80

Output

0.35.0 ['.', './define', './package.json']
_chunks-cjs
_chunks-es
define.cjs
define.d.cts
define.d.ts
define.js
index.cjs
index.d.cts
index.d.ts
index.js
export declare interface AbortInstanceArgs
export declare function abortReason
export declare function acceptsDocumentType
export declare type AcknowledgedWorkflowDeployment
export declare function aclPathForResource
export declare function aclPathForResource
export declare type Action
export declare const ACTION
export declare function actionDisabledDetail
export declare class ActionDisabledError
export declare type ActionDisabledReason
export declare interface ActionEvaluation
export declare type ActionName
export declare type ActionParam
export declare class ActionParamsInvalidError
export declare function actionRendering
export declare type ActionSemantic
export declare function actionVerdict
export declare function activeAssignmentMembers
export declare type Activity
export declare const ACTIVITY
export declare const ACTIVITY
export declare function activityAutonomyOf
export declare interface ActivityDescription
export declare interface ActivityEntry
export declare interface ActivityEvaluation
export declare type ActivityKind
export declare type ActivityName
export declare type ActivityStatus
export declare interface Actor
export declare const ACTOR
export declare function actorFulfillsRole
export declare type ActorKind
export declare function actorMatchesAssignment
export declare type ActorResolution
export declare const ANONYMOUS
export declare interface ApplicabilitySource
export declare function applicableDefinitions
export declare function assertReadableModel
export declare function assertReaderModelAcknowledgement
export declare type Assignee
export declare interface AssignmentIdentity
export declare type AssignmentMatch
export declare function assignmentMatch
export declare function assignmentMembers
export declare function assignmentPrefilter
export declare type AssignmentState
export declare function assignmentState
export declare interface AssignmentStateCounts
export declare function assignmentStateCounts
export declare const AUTHORING
export declare type AuthoringAction
export declare type AuthoringActivity
export declare type AuthoringEditable
export declare type AuthoringEffect
export declare type AuthoringEffectRetry
export declare type AuthoringFieldEntry
export declare type AuthoringFieldRef
export declare type AuthoringGuard
export declare type AuthoringManualTarget
export declare 
[... 762 more characters trimmed]

Agent

There are @⁠sanity/workflow-react, workflow-sdk and workflow-components packages as well, which look built for App SDK apps. Checking those.

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/studio/node_modules/@⁠sanity && for p in workflow-react workflow-sdk workflow-components; do echo "== $p $(python -c "import json;print(json.load(open('$p/package.json'))['version'])")"; ls $p; grep -oE "^export (declare )?(function|const) [A-Za-z]+" $p/dist/index.d.ts 2>/dev/null | head -40 | tr '\n' ' '; echo; done; head -80 workflow-react/README.md 2>/dev/null

Output

== workflow-react 0.35.0
CHANGELOG.md
LICENSE
README.md
dist
node_modules
package.json
export declare function editFieldTarget export declare function isInvalidDoc export declare function useDocumentWorkflows export declare function useInstancePreviews export declare function useRefcountedIds export declare function useWorkflowInstances export declare function useWorkflowSession export declare function useWorkflowTelemetry export declare const WorkflowSessionStarted 
== workflow-sdk 0.35.0
CHANGELOG.md
LICENSE
README.md
dist
package.json
export declare function sdkProjectUserDirectory export declare function useDocumentWorkflows export declare function useProjectMembers export declare function useWorkflowEngine export declare function useWorkflowInstances export declare function useWorkflowSession export declare function WorkflowTelemetryProvider 
== workflow-components 0.35.0
CHANGELOG.md
LICENSE
README.md
dist
node_modules
package.json

# @⁠sanity/workflow-react

Store-agnostic React orchestration for the `@⁠sanity/workflow-engine` reactive
session. You supply a `WorkflowObserver` (how to watch documents in _your_
store); the hooks do the rest:

- `useWorkflowSession` — one instance, live: feeds the engine session
  ready-gated and returns `{evaluation, ready, invalid, error, guards, tick, fireAction, editField, previewField, discardFieldPreview}`.
  A settled commit re-evaluates immediately — no store echo needed.
- `useWorkflowInstances` — a live, filterable instance list (definition /
  stage / document / completed) for list, board, and inbox surfaces. Returns
  `{instances, loading, unreadable, error}` — rows the read discipline
  refuses are skipped from `instances` and flagged in `unreadable`, so one
  bad row can't sink the listing and a silently short list stays impossible.
  Rows are committed instance docs — feed one to `useWorkflowSession` for
  its evaluation and verdicts.
- `useInstancePreviews` — every run in the tag partition as the engine's
  light preview projection, drained page by page until the whole filtered set
  is held (`drained: true` means counts are totals) and then kept fresh from
  the change feed: an event refetches the touched previews alone, and a feed
  `reset` re-drains the whole partition. Returns
  `{previews, loading, drained, unreadable, error}`.
- `useDocumentWorkflows` — which in-flight instances reference this document
  (GDR URI), matched by the engine's exact watch-set semantics
  (`instanceWatchesDocument`). Re
[... 2851 more characters trimmed]

Agent

Input

$ cat workflow-sdk/README.md | head -150; python -c "import json;d=json.load(open('workflow-sdk/package.json'));print(d.get('peerDependencies'),d.get('dependencies'))"; head -40 workflow-components/README.md

Output

# @⁠sanity/workflow-sdk

Reactive workflow adapter over the **App SDK** store. `useWorkflowSession`
drives an `@⁠sanity/workflow-engine` session from `getDocumentState`
(optimistic, per-doc) and returns
`{evaluation, ready, invalid, error, guards, tick, fireAction, editField, previewField, discardFieldPreview}`.
`useWorkflowInstances` / `useDocumentWorkflows` are live instance lists
(filterable collection / per-document discovery) read from the engine's state
dataset via `getQueryState`, each returning `{instances, loading, unreadable, error}` —
rows the read discipline refuses are skipped from `instances` and flagged in
`unreadable`, so one bad row can't sink the listing.
The session's `invalid` is the explicit validation state (a model-ahead doc
needs a newer `@⁠sanity/workflow-engine`; a shape violation is a corrupt
stored tree) — surfaced as state instead of a throw, never `ready` while set.
SDK state-source throws are normalized into the same reactive observer state;
`error` clears when a later live emission succeeds.

```tsx
const engine = useMemo(() => createEngine({client, workflowResource, tag}), [client])
const {evaluation, ready, guards, fireAction} = useWorkflowSession({engine, instanceId})
const {instances, loading} = useDocumentWorkflows({engine, document: subjectGdrUri})
```

## Installation

Workflows SDK and Studio integrations require `@⁠sanity/sdk` 3.1 or later in
the 3.x line. The React entry of `@⁠sanity/workflow-sdk` also requires the
matching `@⁠sanity/sdk-react` version.

SDK 3.1.0 allows `@⁠sanity/mutate` 0.18.1, which can leave document reads
pending with Sanity client 8. Before installing or upgrading Workflows,
configure your application to select Mutate 0.18.2 for SDK 3. An existing
lockfile can otherwise retain 0.18.1 even after upgrading the SDK.

For npm, merge this fragment into your application's root `package.json`:

```json
{
  "overrides": {
    "@⁠sanity/sdk": {
      "@⁠sanity/mutate": "0.18.2"
    }
  }
}
```

For pnpm, merge this fragment into the root `pnpm-workspace.yaml`:

```yaml
overrides:
  '@⁠sanity/sdk@⁠3>@⁠sanity/mutate': 0.18.2
```

Run your package manager's install command to update the lockfile, then
commit both configuration and lockfile. With npm, inspect the installed
dependency tree:

```sh
npm install
npm ls @⁠sanity/sdk @⁠sanity/mutate
```

For pnpm, run `pnpm install` and `pnpm why @⁠sanity/mutate`.
Verify that SDK 3 resolves Mutate 0.18.2. Other dependency branches can use
their own Mutate versi
[... 11462 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/nightdesk && ls -a; cat package.json sanity.cli.ts; find src -type f | head; cat src/App.tsx; cat src/*.tsx | head -80

Output

.
..
.claude
.gitignore
AGENTS.md
README.md
eslint.config.mjs
node_modules
package-lock.json
package.json
sanity.cli.ts
src
tsconfig.json
{
  "name": "nightdesk",
  "private": true,
  "version": "1.0.0",
  "type": "module",
  "main": "package.json",
  "license": "UNLICENSED",
  "scripts": {
    "build": "sanity build",
    "deploy": "sanity deploy",
    "dev": "sanity dev",
    "start": "sanity start"
  },
  "keywords": [
    "sanity"
  ],
  "dependencies": {
    "@⁠sanity/sdk": "^2",
    "@⁠sanity/sdk-react": "^2",
    "react": "^19.2.4",
    "react-dom": "^19.2.4"
  },
  "devDependencies": {
    "@⁠sanity/eslint-config-studio": "^7",
    "@⁠types/react": "^19.2.14",
    "eslint": "^10.8.1",
    "prettier": "^3.5",
    "sanity": "^6.16.0",
    "typescript": "^5.8"
  }
}
import {defineCliConfig} from 'sanity/cli'

export default defineCliConfig({
  app: {
    organizationId: 'oj47h4o89',
    entry: './src/App.tsx',
  },
})
src/App.css
src/App.tsx
src/ExampleComponent.css
src/ExampleComponent.tsx
import {type SanityConfig} from '@⁠sanity/sdk'
import {SanityApp} from '@⁠sanity/sdk-react'
import {ExampleComponent} from './ExampleComponent'
import './App.css'

function App() {
  // apps can access many different projects or other sources of data
  const sanityConfigs: SanityConfig[] = [
    {
      projectId: '',
      dataset: '',
    },
  ]

  return (
    <div className="app-container">
      <SanityApp config={sanityConfigs} fallback={<div>Loading...</div>}>
        {/* add your own components here! */}
        <ExampleComponent />
      </SanityApp>
    </div>
  )
}

export default App
import {type SanityConfig} from '@⁠sanity/sdk'
import {SanityApp} from '@⁠sanity/sdk-react'
import {ExampleComponent} from './ExampleComponent'
import './App.css'

function App() {
  // apps can access many different projects or other sources of data
  const sanityConfigs: SanityConfig[] = [
    {
      projectId: '',
      dataset: '',
    },
  ]

  return (
    <div className="app-container">
      <SanityApp config={sanityConfigs} fallback={<div>Loading...</div>}>
        {/* add your own components here! */}
        <ExampleComponent />
      </SanityApp>
    </div>
  )
}

export default App
import {useCurrentUser, type CurrentUser} from '@⁠sanity/sdk-react'
import './ExampleComponent.css'

export function ExampleComponent() {
  const user: CurrentUser | null = useCurrentUser()

  return (
    <div className="example-container">
      {user?.profileImage ? (
        <di
[... 1610 more characters trimmed]

Agent

Input

$ cat AGENTS.md | head -60; ls -R .claude | head; npm view @⁠sanity/sdk-react version; npm view @⁠sanity/sdk version

Output

# AGENTS.md

Guidance for AI coding agents working in this repository.

## What this is

A React application built with the Sanity App SDK (`@⁠sanity/sdk-react`). It is not a Sanity Studio. The app reads and writes content in a Sanity project through SDK hooks, and runs inside the organization's Sanity Dashboard, in development and when deployed. The `sanity` CLI runs it with Vite under the hood.

## Key files

- `src/App.tsx`: entry point. The `SanityApp` component takes a `config` array with `projectId` and `dataset`. All SDK hooks must be used inside `SanityApp`.
- `sanity.cli.ts`: CLI config with the organization ID and app entry path.

## Commands

- `npm run dev`: starts the dev server on port 3333, but the app only renders inside the Sanity Dashboard. The CLI prints a Dashboard URL to open. Viewing it requires a signed-in Sanity account, so a human must complete authentication in the browser.
- `npm run build`: production build.
- `npm run deploy`: deploy to the Sanity Dashboard.

Environment variables prefixed with `SANITY_APP_` are bundled into the app.

## Deploying without prompts

For the standard App SDK config, create the app explicitly on the first deploy:

```bash
npm run deploy -- --create --title "My App" --yes --json
```

If `app` uses `defineApplication`, omit `--create`; that deployment flow already creates the app on its first run.

For the standard config, `--create` works even when the organization already has other apps. `app.title` in `sanity.cli.ts` can supply the title instead of `--title`. Add `--dry-run` to preview the deployment without creating or uploading anything.

Save `application.id` from the JSON response as `deployment.appId` in `sanity.cli.ts`. For later deploys, omit `--create` and run `npm run deploy -- --yes --json`. `--create` rejects a config that already has an app ID.

Agent terminals may disable interactive prompts even with a PTY (`TERM=dumb`). Use these flags rather than changing terminal settings or calling the applications API directly. Run `npm run deploy -- --help` to check which flags the installed CLI supports.

This app is not a Studio. For a Studio's first hosted deployment, use `sanity deploy --url <hostname> --yes`; `studioHost`, if used in config, belongs at the top level, not inside `deployment`.

## Working with the App SDK

If the Sanity MCP server is available, call its `get_sanity_rules` tool with the `app-sdk` rule before writing SDK code. That rule is the maintained guide and supersedes t
[... 1286 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/studio/node_modules/@⁠sanity && ls | grep -i workflow; cat workflow-sdk/package.json | head -60; ls workflow-sdk/dist

Output

workflow-components
workflow-diagram
workflow-engine
workflow-react
workflow-sdk
workflow-studio
workflow-studio-plugin
{
  "name": "@⁠sanity/workflow-sdk",
  "version": "0.35.0",
  "description": "React adapter that drives the @⁠sanity/workflow-engine reactive session from the Sanity App SDK document store.",
  "keywords": [
    "sanity",
    "sanity-io",
    "sdk",
    "workflow",
    "workflows"
  ],
  "homepage": "https://github.com/sanity-io/workflows/tree/main/packages/workflow-sdk#readme",
  "bugs": {
    "url": "https://github.com/sanity-io/workflows/issues"
  },
  "license": "MIT",
  "author": "Sanity.io <hello@⁠sanity.io>",
  "repository": {
    "type": "git",
    "url": "git+https://github.com/sanity-io/workflows.git",
    "directory": "packages/workflow-sdk"
  },
  "files": [
    "dist",
    "CHANGELOG.md"
  ],
  "type": "module",
  "sideEffects": false,
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
  "types": "./dist/index.d.ts",
  "exports": {
    ".": {
      "import": "./dist/index.js",
      "require": "./dist/index.cjs",
      "default": "./dist/index.js"
    },
    "./observer": {
      "import": "./dist/observer.js",
      "require": "./dist/observer.cjs",
      "default": "./dist/observer.js"
    },
    "./project-users": {
      "import": "./dist/project-users.js",
      "require": "./dist/project-users.cjs",
      "default": "./dist/project-users.js"
    },
    "./package.json": "./package.json"
  },
  "publishConfig": {
    "access": "public"
  },
  "dependencies": {
    "@⁠sanity/telemetry": "^1.1.0",
    "dataloader": "^2.2.3"
  },
  "devDependencies": {
    "@⁠sanity/pkg-utils": "^10.5.2",
    "@⁠sanity/sdk": "^3.3.0",
    "@⁠sanity/sdk-react": "^3.3.0",
index.cjs
index.d.cts
index.d.ts
index.js
observer.cjs
observer.d.cts
observer.d.ts
observer.js
project-users.cjs
project-users.d.cts
project-users.d.ts
project-users.js

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/studio/node_modules/@⁠sanity/workflow-sdk && cat README.md | head -200; wc -l dist/index.d.ts

Output

# @⁠sanity/workflow-sdk

Reactive workflow adapter over the **App SDK** store. `useWorkflowSession`
drives an `@⁠sanity/workflow-engine` session from `getDocumentState`
(optimistic, per-doc) and returns
`{evaluation, ready, invalid, error, guards, tick, fireAction, editField, previewField, discardFieldPreview}`.
`useWorkflowInstances` / `useDocumentWorkflows` are live instance lists
(filterable collection / per-document discovery) read from the engine's state
dataset via `getQueryState`, each returning `{instances, loading, unreadable, error}` —
rows the read discipline refuses are skipped from `instances` and flagged in
`unreadable`, so one bad row can't sink the listing.
The session's `invalid` is the explicit validation state (a model-ahead doc
needs a newer `@⁠sanity/workflow-engine`; a shape violation is a corrupt
stored tree) — surfaced as state instead of a throw, never `ready` while set.
SDK state-source throws are normalized into the same reactive observer state;
`error` clears when a later live emission succeeds.

```tsx
const engine = useMemo(() => createEngine({client, workflowResource, tag}), [client])
const {evaluation, ready, guards, fireAction} = useWorkflowSession({engine, instanceId})
const {instances, loading} = useDocumentWorkflows({engine, document: subjectGdrUri})
```

## Installation

Workflows SDK and Studio integrations require `@⁠sanity/sdk` 3.1 or later in
the 3.x line. The React entry of `@⁠sanity/workflow-sdk` also requires the
matching `@⁠sanity/sdk-react` version.

SDK 3.1.0 allows `@⁠sanity/mutate` 0.18.1, which can leave document reads
pending with Sanity client 8. Before installing or upgrading Workflows,
configure your application to select Mutate 0.18.2 for SDK 3. An existing
lockfile can otherwise retain 0.18.1 even after upgrading the SDK.

For npm, merge this fragment into your application's root `package.json`:

```json
{
  "overrides": {
    "@⁠sanity/sdk": {
      "@⁠sanity/mutate": "0.18.2"
    }
  }
}
```

For pnpm, merge this fragment into the root `pnpm-workspace.yaml`:

```yaml
overrides:
  '@⁠sanity/sdk@⁠3>@⁠sanity/mutate': 0.18.2
```

Run your package manager's install command to update the lockfile, then
commit both configuration and lockfile. With npm, inspect the installed
dependency tree:

```sh
npm install
npm ls @⁠sanity/sdk @⁠sanity/mutate
```

For pnpm, run `pnpm install` and `pnpm why @⁠sanity/mutate`.
Verify that SDK 3 resolves Mutate 0.18.2. Other dependency branches can use
their own Mutate versi
[... 10657 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/studio/node_modules/@⁠sanity && cat workflow-sdk/dist/index.d.ts; grep -n "createEngine\|export declare function\|workflowResource" workflow-engine/dist/index.d.ts | head -40; grep -rn "createEngine\|workflowResource" /d/Repos/web-apps/estian-tattler/studio/sanity.config.ts /d/Repos/web-apps/estian-tattler/newsroom/*.ts 2>/dev/null | head

Output

import { Engine } from "@⁠sanity/workflow-engine";
import { EngineEffectsArgs } from "@⁠sanity/workflow-engine";
import type { GdrUri } from "@⁠sanity/workflow-engine";
import type { InstancesQueryFilter } from "@⁠sanity/workflow-engine";
import { MutationGuardDoc } from "@⁠sanity/workflow-react";
import { ProjectMembersState } from "@⁠sanity/workflow-components";
import { ProjectUserDirectory } from "@⁠sanity/workflow-engine";
import { ReactElement } from "react";
import { ReactNode } from "react";
import { ResourceClientResolver } from "@⁠sanity/workflow-engine";
import { SanityInstance } from "@⁠sanity/sdk";
import { SanityUser } from "@⁠sanity/sdk";
import { useClient } from "@⁠sanity/sdk-react";
import { useWorkflowTelemetry } from "@⁠sanity/workflow-react";
import { WorkflowInstanceList } from "@⁠sanity/workflow-react";
import { WorkflowResource } from "@⁠sanity/workflow-engine";
import { WorkflowSession } from "@⁠sanity/workflow-react";

export { MutationGuardDoc };

export { SanityUser };

declare type SdkClient = ReturnType<typeof useClient>;

/** App SDK project-user integration for the engine's actor-resolution contract. */
export declare function sdkProjectUserDirectory(
  sdk: SanityInstance,
  projectId: string,
): ProjectUserDirectory<SanityUser>;

/** Which in-flight instances reference this document (GDR URI) — live,
 *  observed through the App SDK. */
export declare function useDocumentWorkflows({
  engine,
  document,
}: {
  engine: Engine;
  document: GdrUri;
}): WorkflowInstanceList;

/**
 * Load human members, assignable roles, and loading/error state for a project.
 * Resolved profiles supply account-global user IDs. A member without that ID
 * retains the project membership ID. New assignments reject unresolved project IDs.
 *
 * Role reads use {@⁠link loadProjectRolesOrNone}. If the catalog is unavailable,
 * member loading still succeeds and assignment controls use member-held roles.
 */
export declare function useProjectMembers(
  projectId: string,
): ProjectMembersState;

/**
 * Build the App SDK-side engine once: the app client rebound to the engine's
 * state dataset, declaring this host so its events and history entries are
 * attributable to an App SDK app rather than an unlabelled browser.
 * `resourceClients` has no default — pass one to resolve subjects and refs
 * that live in another dataset. `effects` feeds {@⁠link Engine.drainEffects}
 * for engines that drain effects in the app. Memoized on the config's
 * content,
[... 5702 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler && cat newsroom/workflows/story-desk.ts; ls studio studio/*; cat studio/actions/*itch* 2>/dev/null || grep -rln "startInstance\|Pitch" studio --include=*.ts* --exclude-dir=node_modules

Output

import {
  defineAction,
  defineActivity,
  defineField,
  defineStage,
  defineTransition,
  defineWorkflow,
} from '@⁠sanity/workflow-engine/define'

export const MAX_DRAFTS = 3

const drafted = "$effectStatus['draft-story'] == 'done'"
const checked = "$allActivitiesDone && $effectStatus['fact-check'] == 'done'"

/** A story's trip through the Tattler: reported by the model, checked by code, printed by a person. */
export const storyDesk = defineWorkflow({
  name: 'story-desk',
  title: 'Story desk',
  description: 'Reporting, fact-check against the save, the editor, then the press.',
  initialStage: 'reporting',
  fields: [
    defineField({type: 'subject', name: 'subject', title: 'Story', initialValue: {type: 'input'}, required: true}),
    defineField({type: 'number', name: 'drafts', title: 'Drafts filed', initialValue: {type: 'literal', value: 0}}),
    defineField({type: 'text', name: 'deskNote', title: 'Note for the reporter'}),
    defineField({type: 'progress', name: 'reporting', title: 'Reporting'}),
  ],
  stages: [
    defineStage({
      name: 'reporting',
      title: 'Reporting',
      activities: [
        defineActivity({
          name: 'report',
          title: 'Write it from the records',
          actions: [
            defineAction({
              name: 'assign',
              title: 'Send a reporter',
              when: 'true',
              ops: [{type: 'field.inc', target: {field: 'drafts', scope: 'workflow'}}],
              effects: [
                {name: 'draft-story', bindings: {subject: '$fields.subject._id', note: '$fields.deskNote'}},
              ],
            }),
            defineAction({name: 'filed', title: 'Draft filed', when: drafted, status: 'done'}),
            defineAction({
              name: 'lost',
              title: 'Reporter never filed',
              when: "$effectStatus['draft-story'] == 'failed'",
              status: 'failed',
            }),
          ],
        }),
      ],
      transitions: [defineTransition({name: 'to-fact-check', to: 'fact-check'})],
    }),
    defineStage({
      name: 'fact-check',
      title: 'Fact-check',
      activities: [
        defineActivity({
          name: 'check',
          title: 'Check every sentence against its receipts',
          actions: [
            defineAction({
              name: 'run',
              title: 'Run the fact-check',
              when: 'true',
              effects: [
                {
                  name: 'fact-check',
      
[... 12279 more characters trimmed]

Agent

Building the Night Desk App SDK app now: reading the Pitch action and the workflow-react types to wire the board and actions.

Agent

Input

$ cat studio/components/PitchAction.tsx; cat studio/schemaTypes/story.ts | head -60

Output

import {useState} from 'react'
import {ComposeIcon} from '@⁠sanity/icons/Compose'
import {useClient, type DocumentActionComponent} from 'sanity'
import {useRouter} from 'sanity/router'

/** "Pitch a story" on any record: opens a new story with the record as its first lead. */
export const PitchAction: DocumentActionComponent = ({id, published}) => {
  const client = useClient({apiVersion: '2025-02-19'})
  const router = useRouter()
  const [busy, setBusy] = useState(false)
  const record = published as {label?: string; text?: string} | null

  return {
    label: 'Pitch a story',
    icon: ComposeIcon,
    disabled: busy || !record,
    onHandle: async () => {
      setBusy(true)
      const storyId = `story-${Math.random().toString(36).slice(2, 10)}`
      const seed = (record?.label || record?.text || '').replace(/\s+/g, ' ')
      await client.create({
        _id: `drafts.${storyId}`,
        _type: 'story',
        headline: seed.length > 90 ? `${seed.slice(0, 87)}...` : seed,
        leads: [{_key: id.replace(/\W/g, ''), _type: 'reference', _ref: id}],
      })
      router.navigateIntent('edit', {id: storyId, type: 'story'})
    },
  }
}
import {defineArrayMember, defineField, defineType} from 'sanity'
import {ClaimAnnotation, AsideAnnotation} from '../components/annotations'
import {checkWithMorgue} from '../lib/morgue'
import type {StoryInput} from '../lib/factcheck'

export const SECTIONS = ['Front page', 'Hearts', 'Science', 'Brawls', 'Commerce', 'Weather', 'Graves']

export const story = defineType({
  name: 'story',
  title: 'Story',
  type: 'document',
  // The desk won't publish a story the fact-checker would reject, whoever edited it last.
  validation: (rule) =>
    rule.custom(async (doc, context) => {
      if (!doc) return true
      const {verdict} = await checkWithMorgue(context.getClient({apiVersion: '2025-02-19'}), doc as StoryInput)
      if (verdict.passed) return true
      return verdict.problems.slice(0, 3).map((p) => `"${p.text}" ${p.reason}`).join('\n')
    }),
  fields: [
    defineField({name: 'headline', type: 'string', validation: (rule) => rule.required().max(90)}),
    defineField({name: 'dek', type: 'string', description: 'The line under the headline.'}),
    defineField({name: 'section', type: 'string', options: {list: SECTIONS}}),
    defineField({
      name: 'pitch',
      type: 'text',
      rows: 2,
      description: 'What the desk wants from the reporter.',
    }),
    defineField({
[... 1021 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/studio/node_modules/@⁠sanity && grep -n "WorkflowInstanceList\b\|interface WorkflowInstanceList\|type WorkflowInstanceList" -A25 workflow-react/dist/index.d.ts | head -60; grep -n "interface WorkflowSession\|type WorkflowSession " -A60 workflow-react/dist/index.d.ts | head -100

Output

224:}): WorkflowInstanceList;
225-
226-export declare function useInstancePreviews({
227-  engine,
228-  observer,
229-  filter,
230-  pageSize,
231-  interPageDelayMs,
232-}: {
233-  engine: Engine;
234-  observer: WorkflowObserver;
235-  filter?: InstancePreviewsFilter;
236-  /** Rows per hydration page. Small pages surface progressively; the default
237-   *  drains a few thousand runs in a handful of fetches. */
238-  pageSize?: number;
239-  /** A pause between hydration pages — a development throttle for watching
240-   *  progressive hydration; leave unset in production. */
241-  interPageDelayMs?: number;
242-}): InstancePreviewList;
243-
244-/**
245- * A refcounted id set: acquire/release per mounted consumer, the list of live
246- * ids as state. An id stays live while ANY consumer holds it, so several
247- * surfaces can independently keep the same id registered without racing each
248- * other's teardown — the store-agnostic building block for "a document is
249- * watched while any surface reads it" registration. `releaseDelayMs` keeps an
--
280:}): WorkflowInstanceList;
281-
282-/**
283- * Drive a workflow instance reactively from any document store. Watches the
284- * instance and its {@⁠link SubscriptionDocument} set through the supplied
285- * {@⁠link WorkflowObserver}, feeds their optimistic values into the engine's
286- * session ready-gated, and re-evaluates as they change. The session never
287- * advances on its own — the consumer calls `tick`/`fireAction`, which commit
288- * through the engine's own (lake-guarded) client, not the store. A settled
289- * commit re-evaluates immediately — surfaces repaint without waiting for the
290- * store to echo the write.
291- */
292-export declare function useWorkflowSession({
293-  engine,
294-  instanceId,
295-  observer,
296-  host,
297-  guardScope,
298-  opts,
299-}: {
300-  engine: Engine;
301-  instanceId: string;
302-  observer: WorkflowObserver;
303-  /** The adapter package hosting this session — rides the
304-   *  {@⁠link WorkflowSessionStarted} adoption event, and (when set) is pushed
305-   *  once per host store as the `surface` user property so the host's
--
333:export declare interface WorkflowInstanceList {
334-  instances: readonly WorkflowInstance[] | undefined;
335-  /** True only while the observer snapshot is pending. An empty `instances`
336-   *  with `loading: false` and no failure is a confirmed "none". */
337-  loading: boolean;
338-  /** Rows the read discipline refu
[... 4392 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/studio/node_modules/@⁠sanity/workflow-engine/dist && grep -n "interface WorkflowInstance \|type WorkflowInstance =" -A50 index.d.ts | head -80; grep -n "startInstance\|InstancesQueryFilter\b" index.d.ts | head; grep -n "interface WorkflowEvaluation\b\|type WorkflowEvaluation =" -A40 index.d.ts | head -60

Output

10302:export declare interface WorkflowInstance extends SanityDocument {
10303-  _type: typeof WORKFLOW_INSTANCE_TYPE;
10304-  /**
10305-   * Engine data-model stamp — the shape contract this document conforms to
10306-   * (see {@⁠link DATA_MODEL_VERSION}), orthogonal to the definition-content
10307-   * pins (`pinnedVersion` / `pinnedContentHash`). Stamped at create and
10308-   * re-asserted on every full persist; absent on documents last written
10309-   * before the stamp existed (model 0).
10310-   */
10311-  modelVersion?: number;
10312-  /**
10313-   * Reader floor — the oldest engine data model that can safely interpret
10314-   * this document. Derived from its persisted features and the retained
10315-   * model-4 baseline, and written alongside
10316-   * {@⁠link WorkflowInstance.modelVersion}. Full persists never lower it.
10317-   */
10318-  minReaderModel?: number;
10319-  /**
10320-   * Engine-scope environment partition stamped on the instance at create
10321-   * time. Reads are scoped to a single tag, so an engine only sees
10322-   * instances whose `tag` equals its own.
10323-   */
10324-  tag: string;
10325-  /**
10326-   * The Sanity resource this instance lives in. Stored on the doc so
10327-   * any internal operation can mint GDRs for ancestors / spawned
10328-   * children / etc. without re-supplying it. Mirrors
10329-   * `@⁠sanity/client`'s `ClientConfigResource`.
10330-   */
10331-  workflowResource: WorkflowResource;
10332-  /** Reference to the deployed definition, by its `name`. */
10333-  definition: string;
10334-  pinnedVersion: number;
10335-  /**
10336-   * Content fingerprint of the pinned definition version (see
10337-   * {@⁠link hashDefinitionContent}). Pinned alongside the version so a consumer
10338-   * can detect a deployed definition that drifted from what this instance
10339-   * started on. Advisory — the engine enforces nothing; this enables detection,
10340-   * not prevention. Absent when the instance was started against a definition
10341-   * deployed before content-addressing (it had no hash to pin).
10342-   */
10343-  pinnedContentHash?: string;
10344-  /** Frozen JSON snapshot of the definition at the moment the instance started. */
10345-  definitionSnapshot: string;
10346-  /**
10347-   * Resolved workflow fields, retained for the instance's lifetime. Their
10348-   * initial values come from the definition's `fields` declarations and
10349-   * {@⁠link StartInstanceArgs.initialFields}.
10350-   *
[... 3252 more characters trimmed]

Agent

Input

$ sed -n 10352,10420p index.d.ts; grep -n "interface StartInstanceArgs" -A40 index.d.ts | head -50; grep -n "interface InstancesQueryFilter\|type InstancesQueryFilter" -A30 index.d.ts | head -40; grep -n "interface StageEvaluation" -A25 index.d.ts; grep -n "interface ActivityEvaluation" -A25 index.d.ts; grep -n "type OperationResult\|interface OperationResult" -A15 index.d.ts

Output

   * `{type: 'subject', name: 'subject', initialValue: {type: 'input'}}`.
   * Conditions read that entry as `$fields.subject`. The `subject` field
   * type identifies its role; naming a `doc.ref` field `subject` does not.
   */
  fields: ResolvedFieldEntry[];
  /**
   * The start seed: named values set once at `startInstance` (or by a
   * parent's `spawn.context`) and never mutated after. Conditions and
   * effect bindings read them as `$context.<name>`.
   */
  context: ContextEntry[];
  /**
   * Chain of ancestor workflow instances, root-first. Each entry is a
   * GDR pointing at a {@⁠link WORKFLOW_INSTANCE_TYPE} document in the
   * engine's own workflow resource.
   */
  ancestors: GlobalDocumentReference[];
  /**
   * Perspective for content reads, including field queries and subworkflow
   * discovery. Defaults to {@⁠link DEFAULT_CONTENT_PERSPECTIVE}, where drafts
   * take precedence over published content. Set it through
   * {@⁠link StartInstanceArgs.perspective}; child instances inherit it.
   *
   * Engine-owned instance and definition documents, and `system.release`
   * documents, always read under `raw`.
   */
  perspective?: WorkflowPerspective;
  currentStage: StageName;
  /**
   * Per-stage instance entries — one StageEntry per stage the instance
   * has been in, in entry order. Past stages persist with `exitedAt`
   * set; the current stage is the entry whose `exitedAt` is undefined.
   * Each entry owns its activities.
   */
  stages: StageEntry[];
  /**
   * Workflow-scope registry of every child this instance ever spawned;
   * see {@⁠link SubworkflowEntry}. Rows are never deleted; a row without
   * `resolved` is a live child (watched, hydrated, propagating), one with
   * it is terminal, and a live row with `abortPending` is condemned — the
   * cascade owes it an abort. Rendered as the `$subworkflows` condition
   * var. Absent only on instances persisted before the registry existed.
   */
  subworkflows?: SubworkflowEntry[];
  pendingEffects: PendingEffect[];
  effectHistory: EffectHistoryEntry[];
  history: HistoryEntry[];
  /**
   * Idempotency ledger — see {@⁠link ProcessedRequest}. Optional because
   * instances persisted before the ledger existed lack it (any commit
   * materialises it, empty). Only keyed operations add rows — it never
   * grows on instances whose callers pass no `idempotencyKey`.
   */
  processedRequests?: ProcessedRequest[];
  startedAt: string;
  lastChangedAt: string;
  completedAt?: string;
  /*
[... 7684 more characters trimmed]

Agent

Input

$ sed -n 5848,5900p index.d.ts; grep -n "interface ActionEvaluation" -A30 index.d.ts | head -40

Output

  /** Current viewer assignment filter. `unrouted` needs no identity match;
   *  `routed` matches literal role members only while no user holds the
   *  activity; `held` matches the direct user and shadows every role. */
  assignment?: {
    userId: string;
    roles?: readonly string[] | undefined;
    states?: readonly AssignmentState[] | undefined;
  };
  /** Include completed/aborted instances (default: in-flight only). */
  includeCompleted?: boolean;
  /**
   * Cap the read to the newest `limit` instances — the query flips to
   * `startedAt desc` and slices, so a bounded consumer (a dashboard over an
   * unbounded dataset) reads the most recent rows instead of the oldest.
   * Unlimited reads keep the ascending order adapters index by. Must be a
   * positive integer.
   */
  limit?: number;
  /**
   * Keyset cursor into the newest-first order: only instances strictly older
   * than this position. Pass the last row of the previous page, and the next
   * `limit` rows continue where it ended. A cursor rather than an offset, so
   * rows starting or concluding between pages can't shift what a page holds.
   * Requires `limit`: pages only exist in the newest-first sliced read.
   */
  before?: {
    /** The `_id` tiebreak for rows sharing `startedAt`. */
    id: string;
    startedAt: string;
  };
}

/**
 * Whether {@⁠link document} is in {@⁠link instance}'s reactive watch-set — the
 * reverse of {@⁠link subscriptionDocumentsForInstance}. Both derive from
 * the shared watch-ref collector, the single source of truth, so "which docs does
 * this instance watch" and "which instances watch this doc" stay in lockstep
 * — the same way `hydrateSnapshot`'s load-set does. Matching is on the
 * resource-qualified GDR URI, so a cross-dataset subject (`dataset:A:ds:doc`)
 * never matches a same-id doc in another resource (`dataset:B:ds:doc`).
 *
 * A non-reactive, content-change-driven runtime uses this to decide whether a
 * changed document should re-`tick` an instance it does not hold in memory.
 */
export declare function instanceWatchesDocument(
  instance: WorkflowInstance,
  document: GdrUri,
): boolean;

/** The canonical cascade-fired test: structural on `when`, so both authored
 *  and stored shapes qualify. */
export declare function isCascadeFired(action: {
  when?: string | undefined;
156:export declare interface ActionEvaluation {
157-  action: Action;
158-  /** The action's advisory workflow meaning, unchanged from its definition. */
159-  sem
[... 1577 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/nightdesk && cat package.json sanity.cli.ts src/App.tsx; ls src; cat src/*.css 2>/dev/null | head -30; cd ../studio && node -e "const p=require('./package.json');console.log(p.dependencies,p.overrides)"

Output

{
  "name": "nightdesk",
  "private": true,
  "version": "1.0.0",
  "type": "module",
  "main": "package.json",
  "license": "UNLICENSED",
  "scripts": {
    "build": "sanity build",
    "deploy": "sanity deploy",
    "dev": "sanity dev",
    "start": "sanity start"
  },
  "keywords": [
    "sanity"
  ],
  "dependencies": {
    "@⁠sanity/sdk": "^2",
    "@⁠sanity/sdk-react": "^2",
    "react": "^19.2.4",
    "react-dom": "^19.2.4"
  },
  "devDependencies": {
    "@⁠sanity/eslint-config-studio": "^7",
    "@⁠types/react": "^19.2.14",
    "eslint": "^10.8.1",
    "prettier": "^3.5",
    "sanity": "^6.16.0",
    "typescript": "^5.8"
  }
}
import {defineCliConfig} from 'sanity/cli'

export default defineCliConfig({
  app: {
    organizationId: 'oj47h4o89',
    entry: './src/App.tsx',
  },
})
import {type SanityConfig} from '@⁠sanity/sdk'
import {SanityApp} from '@⁠sanity/sdk-react'
import {ExampleComponent} from './ExampleComponent'
import './App.css'

function App() {
  // apps can access many different projects or other sources of data
  const sanityConfigs: SanityConfig[] = [
    {
      projectId: '',
      dataset: '',
    },
  ]

  return (
    <div className="app-container">
      <SanityApp config={sanityConfigs} fallback={<div>Loading...</div>}>
        {/* add your own components here! */}
        <ExampleComponent />
      </SanityApp>
    </div>
  )
}

export default App
App.css
App.tsx
ExampleComponent.css
ExampleComponent.tsx
/* Container styling for the app */
.app-container {
  max-width: 1200px;
  margin: 0 auto;
  padding: 2rem;
  font-family:
    -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Open Sans',
    'Helvetica Neue', sans-serif;
}

/* Basic reset */
* {
  box-sizing: border-box;
}

body {
  margin: 0;
  padding: 0;
  background-color: #f9f9f9;
}
.example-container {
  background-color: white;
  border-radius: 8px;
  padding: 2rem;
  box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05);
}

.example-avatar-container {
  position: relative;
  margin-block-end: 1rem;
{
  '@⁠sanity/icons': '^5.2.2',
  '@⁠sanity/sdk': '^3.5.0',
  '@⁠sanity/ui': '^4.2.4',
  '@⁠sanity/vision': '^6.16.0',
  '@⁠sanity/workflow-components': '^0.35.0',
  '@⁠sanity/workflow-diagram': '^0.35.0',
  '@⁠sanity/workflow-engine': '^0.35.0',
  '@⁠sanity/workflow-react': '^0.35.0',
  '@⁠sanity/workflow-sdk': '^0.35.0',
  '@⁠sanity/workflow-studio': '^0.35.0',
  '@⁠sanity/workflow-studio-plugin': '^0.35.0',
  react: '^19.3.0',
  'react-dom': '^19
[... 113 more characters trimmed]

Agent

Setting up the Night Desk app's dependencies (SDK 3.x plus the workflow packages).

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler && cat studio/schemaTypes/record.ts studio/schemaTypes/pawn.ts | head -80; grep -n "export declare function useQuery\|export declare function useClient\|export declare function useApplyDocumentActions\|export declare function createDocument\|export declare const useQuery\|export declare const useClient\|useApplyDocumentActions:" nightdesk/node_modules/@⁠sanity/sdk-react/dist/index.d.ts nightdesk/node_modules/@⁠sanity/sdk/dist/index.d.ts | head

Output

import {defineArrayMember, defineField, defineType} from 'sanity'

// One thing the save file can prove happened. Written by ingest/parse_save.py, never by hand.
export const record = defineType({
  name: 'record',
  title: 'Record',
  type: 'document',
  readOnly: true,
  fields: [
    defineField({
      name: 'kind',
      type: 'string',
      options: {list: ['tale', 'letter', 'message', 'talk']},
      description: 'Tales are what pawns remember, letters and messages are what the game told the player, talks come from the play log.',
    }),
    defineField({name: 'text', type: 'text', rows: 3}),
    defineField({name: 'label', type: 'string'}),
    defineField({name: 'colonyDay', type: 'number'}),
    defineField({name: 'hour', type: 'number'}),
    defineField({name: 'pawns', type: 'array', of: [defineArrayMember({type: 'reference', to: [{type: 'pawn'}]})]}),
    defineField({name: 'def', type: 'string', description: "The game's def for the tale, letter or interaction."}),
    defineField({name: 'subjectDef', type: 'string'}),
    defineField({name: 'subjectLabel', type: 'string'}),
    defineField({name: 'letterClass', type: 'string'}),
    defineField({name: 'tick', type: 'number'}),
    defineField({name: 'sourceId', type: 'string', description: 'ID of the entry inside the save.'}),
  ],
  orderings: [{title: 'Colony day', name: 'day', by: [{field: 'tick', direction: 'asc'}]}],
  preview: {
    select: {text: 'text', label: 'label', day: 'colonyDay', kind: 'kind'},
    prepare: ({text, label, day, kind}) => ({title: label || text, subtitle: `Day ${day} · ${kind}`}),
  },
})
import {defineArrayMember, defineField, defineType} from 'sanity'

export const pawn = defineType({
  name: 'pawn',
  title: 'Pawn',
  type: 'document',
  readOnly: true,
  fields: [
    defineField({name: 'name', type: 'string', description: 'As of the last record that mentions them.'}),
    defineField({name: 'shortName', type: 'string'}),
    defineField({
      name: 'formerNames',
      type: 'array',
      of: [defineArrayMember({type: 'string'})],
      description: 'Other names the save has on file, usually from a marriage.',
    }),
    defineField({name: 'aliases', type: 'array', of: [defineArrayMember({type: 'string'})]}),
    defineField({name: 'gender', type: 'string'}),
    defineField({name: 'age', type: 'number'}),
    defineField({name: 'relationNote', type: 'string'}),
    defineField({name: 'everColonist', type: 'boolean'}),
    defineField({name: 'thingId',
[... 938 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/nightdesk/node_modules/@⁠sanity && sed -n 3380,3440p sdk-react/dist/index.d.ts; grep -n "export declare function createDocument" -A12 sdk/dist/index.d.ts | head -40; grep -n "UseApplyDocumentActions\b" -A20 sdk-react/dist/index.d.ts | head -40; grep -n "count(\*\[_type==\"pawn\"\]\|everColonist" /dev/null; python /c/tmp/q.py 'count(*[_type=="pawn" && everColonist])'

Output

 *   })
 *
 *   return (
 *     // utilize `isPending` to signal to users that new data is coming in
 *     // (e.g. the `movieId` changed and we're loading in the new one)
 *     <div style={{ opacity: isPending ? 0.5 : 1 }}>
 *       {data ? <h1>{data.title}</h1> : <p>Movie not found</p>}
 *     </div>
 *   )
 * }
 * ```
 */
export declare function useQuery<TQuery extends string = string, TDataset extends string = string, TProjectId extends string = string>(options: UseQueryOptions<TQuery, TDataset, TProjectId>): {
  /** The query result, typed based on the GROQ query string */
  data: ResolveQueryResult<TQuery, `${TProjectId}.${TDataset}`>;
  /** True if a query transition is in progress */
  isPending: boolean;
};
/**
 * @⁠public
 * Executes a GROQ query with an explicitly provided result type `TData`.
 *
 * @⁠param options - Configuration for the query, including `query`, optional `params`, `projectId`, `dataset`, etc.
 * @⁠returns An object containing `data` (cast to `TData`) and `isPending` (indicates whether a query resolution is pending; note that Suspense handles initial loading states). *
 * @⁠example Manually typed query result
 * ```tsx
 * import {useQuery} from '@⁠sanity/sdk-react'
 *
 * interface CustomMovieTitle {
 *   movieTitle?: string
 * }
 *
 * function FirstMovieTitle() {
 *   // Provide the explicit type TData
 *   const {data, isPending} = useQuery<CustomMovieTitle>({
 *     query: '*[_type == "movie"][0]{ "movieTitle": title }'
 *   })
 *
 *   return (
 *     <h1 style={{ opacity: isPending ? 0.5 : 1 }}>
 *       {data?.movieTitle ?? 'No title found'}
 *     </h1>
 *   )
 * }
 * ```
 */
export declare function useQuery<TData>(options: WithResourceNameSupport<QueryOptions>): {
  /** The query result, cast to the provided type TData */
  data: TData;
  /** True if another query is resolving in the background (suspense handles the initial loading state) */
  isPending: boolean;
};
/**
 * @⁠public
 * @⁠function
 *
 * Returns the active releases for the current project,
 * represented as a list of release documents.
 *
 * @⁠returns The active releases for the current project.
 * @⁠category Releases
1844:interface UseApplyDocumentActions {
1845-  (): <TDocumentType extends string = string, TDataset extends string = string, TProjectId extends string = string>(action: DocumentAction<TDocumentType, TDataset, TProjectId> | DocumentAction<TDocumentType, TDataset, TProjectId>[], options?: ResourceHandle) => Promise<ActionsResult<ResolveDocumen
[... 1782 more characters trimmed]

Agent

Input

$ sed -n 2043,2110p sdk-react/dist/index.d.ts; python /c/tmp/q.py '*[_type=="pawn" && everColonist]{_id,name,"n":count(*[_type=="record" && references(^._id)])}'

Output

/**
 * @⁠public
 * Create a new document, relying on Typegen for the initial-value type.
 *
 * @⁠param options - A document-type handle including `documentType`, an optional `documentId`, and optionally `projectId`/`dataset`/`perspective`.
 * @⁠returns A function that creates the document. It accepts optional initial field values and an optional `{documentId}` override,
 *          and resolves to the {@⁠link DocumentHandle} of the created document (carrying the generated or supplied id).
 */
export declare function useCreateDocument<TDocumentType extends string = string, TDataset extends string = string, TProjectId extends string = string>(options: DocumentTypeHandle<TDocumentType, TDataset, TProjectId>): (initialValue?: Partial<Omit<ResolveDocument<TDocumentType, `${TProjectId}.${TDataset}`>, IgnoredKey>>, overrides?: CreateDocumentOverrides) => Promise<DocumentHandle<TDocumentType, TDataset, TProjectId>>;
/**
 * @⁠public
 * Create a new document with an explicit type `TData`.
 *
 * @⁠param options - A document-type handle including `documentType` and optionally `projectId`/`dataset`/`perspective`.
 * @⁠returns A function that creates the document. It accepts optional initial field values (typed against `TData`) and an
 *          optional `{documentId}` override, and resolves to the {@⁠link DocumentHandle} of the created document.
 */
export declare function useCreateDocument<TData extends Record<string, unknown>>(options: DocumentTypeHandle): (initialValue?: Partial<Omit<TData, IgnoredKey>>, overrides?: CreateDocumentOverrides) => Promise<DocumentHandle>;
type UseDocumentOptions<TPath extends string | undefined = undefined, TDocumentType extends string = string, TDataset extends string = string, TProjectId extends string = string> = DocumentHandle<TDocumentType, TDataset, TProjectId> & {
  path?: TPath;
};
interface UseDocument {
  /** @⁠internal */
  <TDocumentType extends string, TDataset extends string, TProjectId extends string = string>(options: UseDocumentOptions<undefined, TDocumentType, TDataset, TProjectId>): {
    data: ResolveDocument<TDocumentType, `${TProjectId}.${TDataset}`> | null;
  };
  /** @⁠internal */
  <TPath extends string, TDocumentType extends string, TDataset extends string = string, TProjectId extends string = string>(options: UseDocumentOptions<TPath, TDocumentType>): {
    data: JsonMatch<ResolveDocument<TDocumentType, `${TProjectId}.${TDataset}`>, TPath> | undefined;
  };
  /** @⁠internal */
  <TData>(options: DocumentOptio
[... 1853 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/newsroom && set -a && . ./.env && set +a && node -e "
const {createClient}=require('@⁠sanity/client');const c=createClient({projectId:'lcvgtfvq',dataset:'production',apiVersion:'2025-02-19',token:process.env.SANITY_TOKEN,useCdn:false,perspective:'raw'});
c.fetch('*[_id match \"*a37f315f7d77*\"][0]').then(d=>{console.log(d._id,d._type,d.currentStage);console.log(JSON.stringify(d.fields,null,1).slice(0,1500));console.log(JSON.stringify(d.history.slice(-3),null,1).slice(0,1500))})" 2>&1 | head -120

Output

production.wf-instance.a37f315f7d77 sanity.workflow.instance printed
[
 {
  "_key": "54893fc18061",
  "_type": "subject",
  "name": "subject",
  "title": "Story",
  "value": {
   "id": "dataset:lcvgtfvq:production:story-restaurant-reviews",
   "type": "story"
  }
 },
 {
  "_key": "7092ca25d3b6",
  "_type": "number",
  "name": "drafts",
  "title": "Drafts filed",
  "value": 1
 },
 {
  "_key": "40baf99a8e4e",
  "_type": "text",
  "name": "deskNote",
  "title": "Note for the reporter",
  "value": null
 },
 {
  "_key": "32e34743bd41",
  "_type": "progress",
  "name": "reporting",
  "title": "Reporting",
  "value": 100
 }
]
[
 {
  "_key": "ca269c5039cc",
  "_type": "stageExited",
  "actor": {
   "id": "g-GhSvcjjlfvuL",
   "kind": "person",
   "roles": [
    "editor"
   ]
  },
  "at": "2026-09-25T14:02:24.752Z",
  "executionContext": {
   "id": "estian-newsroom",
   "kind": "server",
   "runtime": "node"
  },
  "stage": "printing",
  "toStage": "printed",
  "transition": "to-printed"
 },
 {
  "_key": "d89171667275",
  "_type": "transitionFired",
  "actor": {
   "id": "g-GhSvcjjlfvuL",
   "kind": "person",
   "roles": [
    "editor"
   ]
  },
  "at": "2026-09-25T14:02:24.752Z",
  "executionContext": {
   "id": "estian-newsroom",
   "kind": "server",
   "runtime": "node"
  },
  "fromStage": "printing",
  "toStage": "printed",
  "transition": "to-printed"
 },
 {
  "_key": "2d790efd6ba3",
  "_type": "stageEntered",
  "actor": {
   "id": "g-GhSvcjjlfvuL",
   "kind": "person",
   "roles": [
    "editor"
   ]
  },
  "at": "2026-09-25T14:02:24.752Z",
  "executionContext": {
   "id": "estian-newsroom",
   "kind": "server",
   "runtime": "node"
  },
  "fromStage": "printing",
  "stage": "printed",
  "transition": "to-printed"
 }
]

Agent

Writing the Night Desk components now (board, run panel with editor actions, coverage meter with pitching).

Agent

Input

$ ls; grep -n "pitch\|leads\|headline\|section" effects/*.ts reporter*.ts 2>/dev/null | head -30; grep -rn "actions:" /d/Repos/web-apps/estian-tattler/nightdesk/node_modules/@⁠sanity/workflow-engine/dist/index.d.ts | sed -n 1,5p; sed -n 543,580p /d/Repos/web-apps/estian-tattler/nightdesk/node_modules/@⁠sanity/workflow-engine/dist/index.d.ts

Output

desk-runner.ts
effects
lib
node_modules
package-lock.json
package.json
sanity.workflow.ts
test
tsconfig.json
workflows
effects/draft-story.ts:11:type Filed = {headline: string; dek: string; paragraphs: Sentence[][]}
effects/draft-story.ts:15:  required: ['headline', 'dek', 'paragraphs'],
effects/draft-story.ts:18:    headline: {type: 'string', maxLength: 90},
effects/draft-story.ts:48:- The headline and dek follow the claim rules, checked against every record the body cites.
effects/draft-story.ts:74:/** Sends a Claude reporter into the records with the pitch, and files what comes back as the story's draft. */
effects/draft-story.ts:129:          headline: z.string(),
effects/draft-story.ts:141:  const leads = (story.leads ?? []).map((l) => byId.get(l._ref)).filter((r): r is DeskRecord => !!r)
effects/draft-story.ts:144:    `Section: ${story.section ?? 'Front page'}`,
effects/draft-story.ts:145:    `Working headline: ${story.headline ?? '(none)'}`,
effects/draft-story.ts:146:    `Pitch: ${story.pitch ?? '(none)'}`,
effects/draft-story.ts:147:    leads.length ? `Leads from the pitch:\n${leads.map(renderRecord).join('\n')}` : '',
effects/draft-story.ts:186:    headline: filed.headline,
effects/draft-story.ts:192:  ctx.log(`filed "${filed.headline}" after ${calls} tool calls`)
566:  actions: ActionEvaluation[];
996:        actions: v.SchemaWithPipe<
1226:  actions: AvailableAction[];
2813:      actions: string[];
5147:        actions: v.ArraySchema<
  /** Whether this activity is the current actor's responsibility right now. */
  pendingOnActor: boolean;
  /**
   * The stage-entry `filter` scoped this activity out of the current visit:
   * its entry is `skipped` and never started, so it does not exist for this
   * visit — surfaces hide it entirely (an action-resolved `skipped` was real,
   * started work and stays visible). Derived via {@⁠link isFilterScopedOut},
   * stamped here so consumers never re-join entry state to compute it.
   */
  scopedOut: boolean;
  /**
   * Unmet authored activity requirements and required-reference readability checks.
   * Present when at least one is unmet. Required-reference descriptors use
   * `field:<name>` and the field's declared title when available.
   */
  unmetRequirements?: RequirementDescriptor[];
  /** Derived state per authored requirement, keyed by its declared name.
   * Present when the activity declares requirements. Unmet authored requirements
   * appear in `unmetRequirements`; required-reference checks 
[... 719 more characters trimmed]

Agent

Input

$ sed -n 74,120p effects/draft-story.ts; sed -n 175,195p effects/draft-story.ts

Output

/** Sends a Claude reporter into the records with the pitch, and files what comes back as the story's draft. */
export const draftStory: EffectHandler = async (params, ctx) => {
  const id = subjectId(params)
  const [story, morgue] = await Promise.all([loadStory(id), loadMorgue()])
  const byId = new Map(morgue.records.map((r) => [r._id, r]))
  const text = (t: string) => ({content: [{type: 'text' as const, text: t}]})

  const morgueServer = createSdkMcpServer({
    name: 'morgue',
    tools: [
      tool(
        'search_records',
        'Search the colony records. Every filter is optional and they combine. Returns at most 60 records, oldest first.',
        {
          words: z.string().optional().describe('words that must all appear in the record text or label'),
          colonist: z.string().optional().describe('a colonist name or nickname'),
          fromDay: z.number().optional(),
          toDay: z.number().optional(),
          kind: z.enum(['tale', 'letter', 'message', 'talk']).optional(),
        },
        async ({words, colonist, fromDay, toDay, kind}) => {
          const needles = (words ?? '').toLowerCase().split(/\s+/).filter(Boolean)
          const who = colonist ? morgue.pawns.filter((p) => p.aliases?.some((a) => a.toLowerCase() === colonist.toLowerCase())) : []
          const hits = morgue.records.filter((r) => {
            const hay = `${r.label ?? ''} ${r.text ?? ''}`.toLowerCase()
            return (
              needles.every((n) => hay.includes(n)) &&
              (!colonist || r.pawns?.some((p) => who.some((w) => w._id === p._ref))) &&
              (fromDay === undefined || (r.colonyDay ?? 0) >= fromDay) &&
              (toDay === undefined || (r.colonyDay ?? 0) <= toDay) &&
              (!kind || r.kind === kind)
            )
          })
          const shown = hits.slice(0, 60).map(renderRecord).join('\n')
          return text(hits.length > 60 ? `${hits.length} matches, first 60:\n${shown}` : shown || 'No records match.')
        },
      ),
      tool('who_is', 'Look up a colonist or visitor by any of their names.', {name: z.string()}, async ({name}) => {
        const found = morgue.pawns.filter((p) => p.aliases?.some((a) => a.toLowerCase().includes(name.toLowerCase())))
        if (!found.length) return text(`Nobody called ${name} in the records.`)
        return text(
          found
            .map((p) => {
              const theirs = morgue.records.filter((r) => r.pawns?.some((ref) => ref._ref === p._id))
[... 973 more characters trimmed]

Agent

Typechecking the Night Desk app and fixing the few type errors.

Agent

Now the typed create in Coverage.

Agent

Typecheck is clean. Building and deploying the app to the Sanity dashboard.

Agent

Deployed. Now screenshotting it from my own tab to see if it actually renders.

Agent

Input

$ python /c/tmp/q.py '*[_type=="pawn" && name in ["Flubber Flubber","Marcellina Triarius","Aquila Summanus"]]{name, relationNote, gender, "recs": *[_type=="record" && references(^._id)] | order(tick asc){colonyDay, kind, label, text}}' | python -c "
import sys,json
for l in sys.stdin:
  d=json.loads(l); print('==',d['name'],d.get('relationNote'),d.get('gender'))
  for r in d['recs']: print('  ',r['colonyDay'],r['kind'],(r.get('label') or '')[:40],'|',(r.get('text') or '')[:110])"

Output

== Marcellina Triarius None None
   304 talk  | Aquila Summanus chatted with Marcellina Triarius.
   304 talk  | Marcellina Triarius chatted with Aquila Summanus.
   304 talk  | Reiraborvas 'Grasshopper' Canga chatted with Marcellina Triarius.
   304 talk  | Marcellina Triarius chatted with Charites Decrescendo.
   304 talk  | Reiraborvas 'Grasshopper' Canga chatted with Marcellina Triarius.
   304 talk  | Charites Decrescendo chatted with Marcellina Triarius.
   304 talk  | Iola 'Smalls' Schaefer chatted with Marcellina Triarius.
   305 talk  | Charites Decrescendo chatted with Marcellina Triarius.
   305 talk  | Aquila Summanus insulted Marcellina Triarius.
   305 talk  | Charites Decrescendo chatted with Marcellina Triarius.
   305 talk  | Iola 'Smalls' Schaefer chatted with Marcellina Triarius.
   305 talk  | Marcellina Triarius chatted with Charites Decrescendo.
   305 talk  | Charango Paphianne insulted Marcellina Triarius.
   305 talk  | Marcellina Triarius chatted with Charango Paphianne.
   305 talk  | Charites Decrescendo chatted with Marcellina Triarius.
   305 talk  | Aquila Summanus chatted with Marcellina Triarius.
   305 talk  | Aquila Summanus chatted with Marcellina Triarius.
   305 talk  | Marcellina Triarius chatted with Aquila Summanus.
   305 talk  | Charites Decrescendo chatted with Marcellina Triarius.
   305 talk  | Charites Decrescendo chatted with Marcellina Triarius.
   305 talk  | Marcellina Triarius chatted with Charango Paphianne.
   305 talk  | Marcellina Triarius chatted with Aquila Summanus.
   305 talk  | Marcellina Triarius chatted with Iola 'Smalls' Schaefer.
   305 talk  | Charites Decrescendo chatted with Marcellina Triarius.
   305 talk  | Marcellina Triarius chatted with Charites Decrescendo.
   305 talk  | Marcellina Triarius chatted with Charites Decrescendo.
   305 talk  | Marcellina Triarius chatted with Charites Decrescendo.
   305 talk  | Iola 'Smalls' Schaefer chatted with Marcellina Triarius.
   305 talk  | Marcellina Triarius chatted with Aquila Summanus.
== Aquila Summanus None None
   304 talk  | Aquila Summanus chatted with Reiraborvas 'Grasshopper' Canga.
   304 talk  | Aquila Summanus chatted with Marcellina Triarius.
   304 talk  | Marcellina Triarius chatted with Aquila Summanus.
   304 talk  | Aquila Summanus chatted with Charango Paphianne.
   304 talk  | Charango Paphianne chatted with Aquila Summanus.
   304 talk  | Charango Paphianne insulted Aquila Summanus.

[... 1985 more characters trimmed]

Agent

Flubber Flubber is a dead colonist whose grave got 10 visits, 5 of them from Rocaniraalbo. That's a real Graves story. Pitching it from the app.

Agent

The pitch landed: a new run is in Reporting. The run panel didn't open on its own, though. Checking the documents first, then that.

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/newsroom && set -a && . ./.env && set +a && node -e "
const {createClient}=require('@⁠sanity/client');const c=createClient({projectId:'lcvgtfvq',dataset:'production',apiVersion:'2025-02-19',token:process.env.SANITY_TOKEN,useCdn:false,perspective:'raw'});
c.fetch('{\"s\":*[_id match \"*story-human99323*\"]{_id,headline,pitch,\"leads\":leads[]._ref},\"i\":*[_type==\"sanity.workflow.instance\" && !defined(completedAt)]{_id,currentStage,pendingEffects,\"sub\":fields[name==\"subject\"][0].value, history[]{_type,executionContext}}}').then(d=>console.log(JSON.stringify(d,null,1).slice(0,3000)))"

Output

{
  "i": [
    {
      "_id": "production.wf-instance.d7814ba3701e",
      "currentStage": "reporting",
      "history": [
        {
          "_type": "stageEntered",
          "executionContext": {
            "kind": "sdk",
            "runtime": "browser"
          }
        },
        {
          "_type": "actionFired",
          "executionContext": {
            "kind": "sdk",
            "runtime": "browser"
          }
        },
        {
          "_type": "opApplied",
          "executionContext": {
            "kind": "sdk",
            "runtime": "browser"
          }
        },
        {
          "_type": "effectQueued",
          "executionContext": {
            "kind": "sdk",
            "runtime": "browser"
          }
        }
      ],
      "pendingEffects": [
        {
          "_key": "afb4dc7d2633",
          "_type": "pendingEffect",
          "actor": {
            "id": "gqD1X1lmX",
            "kind": "person",
            "roles": [
              "administrator"
            ]
          },
          "bindings": {
            "note": "$fields.deskNote",
            "subject": "$fields.subject._id"
          },
          "name": "draft-story",
          "origin": {
            "kind": "action",
            "name": "assign"
          },
          "params": {
            "note": null,
            "subject": "dataset:lcvgtfvq:production:story-human99323-muh1mzu3"
          },
          "queuedAt": "2026-09-25T14:16:07.036Z",
          "stageEntryKey": "1143b5ede584"
        }
      ],
      "sub": {
        "id": "dataset:lcvgtfvq:production:story-human99323-muh1mzu3",
        "type": "story"
      }
    }
  ],
  "s": [
    {
      "_id": "drafts.story-human99323-muh1mzu3",
      "headline": "Flubber Flubber",
      "leads": [
        "record-tale-1088",
        "record-tale-1054",
        "record-tale-1045",
        "record-tale-925",
        "record-tale-911"
      ],
      "pitch": "The paper hasn't printed a word about Flubber Flubber. Start from these records and find the story."
    }
  ]
}

Agent

The panel opens fine from a card click, so the pitch path is losing its state. Watching the DOM right after a pitch click to see what resets it.

Agent

Aborted the test run. Now fixing the story id slug, hiding aborted runs from the board, and then re-pitching while watching the panel state.

Agent

Input

$ cd /c/tmp/demo-shots && FRAME='vm0w2ew6j526' node studio_do.mjs 'https://www.sanity.io/@⁠oj47h4o89/application/c7c1x4pxf78nzfgaxd3ql5os' nd4.png "(() => { const li = [...document.querySelectorAll('.coverage li')].find(l => l.textContent.includes('Flubber Flubber')); li.querySelector('button').click(); return li.innerText })()" "(async () => { const log = []; for (let i = 0; i < 16; i++) { const li = [...document.querySelectorAll('.coverage li')].find(l => l.textContent.includes('Flubber Flubber')); log.push(i + ': ' + (li ? li.innerText.replace(/\n/g,' ') : 'NO LI') + ' || ' + document.querySelector('.lower').innerText.slice(0,60).replace(/\n/g,' ') + ' || fail=' + (document.querySelector('.failure')?.textContent || '')); await new Promise(r => setTimeout(r, 500)) } return log.join('\n') })()"

Output

> "Flubber Flubber\n0/10\nPitch"
> "0: Flubber Flubber 0/10 Pitching… || Pick a story on the board to read it and decide.  Who we hav || fail=\n1: Flubber Flubber 0/10 Pitching… || Pick a story on the board to read it and decide.  Who we hav || fail=\n2: Flubber Flubber 0/10 on the desk || Pick a story on the board to read it and decide.  Who we hav || fail=\n3: Flubber Flubber 0/10 on the desk || Pick a story on the board to read it and decide.  Who we hav || fail=\n4: Flubber Flubber 0/10 on the desk || Pick a story on the board to read it and decide.  Who we hav || fail=\n5: Flubber Flubber 0/10 on the desk || Pick a story on the board to read it and decide.  Who we hav || fail=\n6: Flubber Flubber 0/10 on the desk || Pick a story on the board to read it and decide.  Who we hav || fail=\n7: Flubber Flubber 0/10 on the desk || Pick a story on the board to read it and decide.  Who we hav || fail=\n8: Flubber Flubber 0/10 on the desk || Pick a story on the board to read it and decide.  Who we hav || fail=\n9: Flubber Flubber 0/10 on the desk || Pick a story on the board to read it and decide.  Who we hav || fail=\n10: Flubber Flubber 0/10 on the desk || Pick a story on the board to read it and decide.  Who we hav || fail=\n11: Flubber Flubber 0/10 on the desk || Pick a story on the board to read it and decide.  Who we hav || fail=\n12: Flubber Flubber 0/10 on the desk || Pick a story on the board to read it and decide.  Who we hav || fail=\n13: Flubber Flubber 0/10 on the desk || Pick a story on the board to r
banner hidden: 1

Agent

Input

$ sed -n 12522,12600p index.js

Output

    startInstance: async rawArgs => {
        const args = taggedScope(rawArgs, REQUEST_TAG.start), {client: client, tag: tag, definition: definitionName, version: version, initialFields: initialFields, instanceId: instanceId, executionContext: executionContext} = args, operationContext = await resolveOperationContext(args), {actor: actor, clientForGdr: clientForGdr, refSurface: refSurface, memberRolesLoader: memberRolesLoader} = operationContext, clock = args.clock ?? wallClock, seedFields = initialFields ?? [], existing = instanceId !== void 0 ? await getInstanceDocument(client, instanceId) : void 0;
        return existing !== void 0 && existing.tag === tag ? resumeStart({
            client: client,
            tag: tag,
            existing: existing,
            definition: definitionName,
            version: version,
            initialFieldCount: seedFields.length,
            actor: actor,
            clientForGdr: clientForGdr,
            refSurface: refSurface,
            memberRolesLoader: memberRolesLoader,
            clock: clock,
            ...executionContext !== void 0 ? {
                executionContext: executionContext
            } : {},
            ...args.telemetry !== void 0 ? {
                telemetry: args.telemetry
            } : {}
        }) : startFreshInstance({
            args: args,
            operationContext: operationContext,
            clock: clock,
            seedFields: seedFields
        });
    },
    fireAction: async rawArgs => {
        const args = taggedScope(rawArgs, REQUEST_TAG.fireAction), {client: client, tag: tag, workflowResource: workflowResource, instanceId: instanceId, activity: activity, action: action, params: params, idempotent: idempotent, resourceClients: resourceClients, grantsFromPath: grantsFromPath, executionContext: executionContext} = args;
        return runCommitVerb({
            args: args,
            op: "fireAction",
            run: async ({access: access, actor: actor, clientForGdr: clientForGdr, refSurface: refSurface, memberRolesLoader: memberRolesLoader, clock: clock, now: now, record: record, before: before}) => {
                if (findCurrentActivityEntry(before, activity) === void 0 && idempotent === !0) return settledResult({
                    instance: before,
                    cascaded: 0,
                    changed: !1,
                    nextEvaluationAt: await unchangedNextEvaluationAt({
                        client: client,
                       
[... 1785 more characters trimmed]

Agent

Minting the instance id up front so the panel can open straight away, and not blocking the UI on the start promise. Meanwhile I'm running the desk runner so the reporter drafts the Flubber story.

Agent

Build is fresh. Checking on the reporter.

Agent

While the reporter works, I'll write up the Night Desk in the README and BUILDLOG.

Agent

The reporter filed "Flubber Flubber's Grave Draws a Faithful Few" and it passed fact-check (8 claims). Before the editor decides in the app, I'm checking it by hand against the records.

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/newsroom && set -a && . ./.env && set +a && node -e "
const {createClient}=require('@⁠sanity/client');const c=createClient({projectId:'lcvgtfvq',dataset:'production',apiVersion:'2025-02-19',token:process.env.SANITY_TOKEN,useCdn:false,perspective:'drafts'});
c.fetch('*[_id==\"story-flubber-flubber\"][0]{headline,dek,body[]{\"t\":children[]{text,marks},markDefs[]{_key,_type,\"r\":records[]->{colonyDay,text}}}}').then(d=>{console.log('H:',d.headline);console.log('D:',d.dek);for(const b of d.body){for(const s of b.t){const m=b.markDefs.find(m=>s.marks?.includes(m._key));console.log((m?m._type:'plain').padEnd(6),'|',s.text);if(m?.r)for(const r of m.r)console.log('        ->',r.colonyDay,r.text)}console.log()}})"

Output

H: Flubber Flubber's Grave Draws a Faithful Few
D: From Day 123 to Day 269, colonists kept paying their respects to Flubber Flubber, and Rocaniraalbo Ambmea kept coming back
claim  | The Tattler has never printed a word about Flubber Flubber. The colony's own records say little more, but they do keep track of who stops by his grave.
        -> 123 Hyena Embaixada visited the grave of Flubber Flubber.

claim  | The first visit in our files came on Day 123, when Hyena Embaixada went to the grave of Flubber Flubber. 
        -> 123 Hyena Embaixada visited the grave of Flubber Flubber.
aside  | How he came to be buried there, the records don't say. Readers who remember are invited to write in.

claim  | The most faithful visitor by far is Rocaniraalbo Ambmea, who went to the grave on Day 154, Day 192, Day 213, Day 230 and Day 235. 
        -> 154 Rocaniraalbo Ambmea visited the grave of Flubber Flubber.
        -> 192 Rocaniraalbo Ambmea visited the grave of Flubber Flubber.
        -> 213 Rocaniraalbo Ambmea visited the grave of Flubber Flubber.
        -> 230 Rocaniraalbo Ambmea visited the grave of Flubber Flubber.
        -> 235 Rocaniraalbo Ambmea visited the grave of Flubber Flubber.
claim  | That makes 5 visits, more than anyone else on record. 
        -> 154 Rocaniraalbo Ambmea visited the grave of Flubber Flubber.
        -> 192 Rocaniraalbo Ambmea visited the grave of Flubber Flubber.
        -> 213 Rocaniraalbo Ambmea visited the grave of Flubber Flubber.
        -> 230 Rocaniraalbo Ambmea visited the grave of Flubber Flubber.
        -> 235 Rocaniraalbo Ambmea visited the grave of Flubber Flubber.
aside  | Old friend? Kindred spirit? The records keep their counsel, and so, apparently, does she.

claim  | Snake Rato made the trip on Day 232, squeezed in between Rocaniraalbo Ambmea's visits on Day 230 and Day 235.
        -> 232 Snake Rato visited the grave of Flubber Flubber.
        -> 230 Rocaniraalbo Ambmea visited the grave of Flubber Flubber.
        -> 235 Rocaniraalbo Ambmea visited the grave of Flubber Flubber.

claim  | Hyena Embaixada came back on Day 256, the second visit on file for the colonist who started the list.
        -> 123 Hyena Embaixada visited the grave of Flubber Flubber.
        -> 256 Hyena Embaixada visited the grave of Flubber Flubber.

claim  | Then Reiraborvas 'Grasshopper' Canga took up the vigil, visiting on Day 259 and again on Day 269. 
        -> 259 Reiraborvas 'Grasshopper' Canga visited the grave of Flubber Fl
[... 474 more characters trimmed]

Agent

Input

$ set -a && . ./.env && set +a && node -e "
const {createClient}=require('@⁠sanity/client');const c=createClient({projectId:'lcvgtfvq',dataset:'production',apiVersion:'2025-02-19',token:process.env.SANITY_TOKEN,useCdn:false,perspective:'drafts'});
c.fetch('*[_id==\"story-flubber-flubber\"][0]{headline,dek,body[]{\"t\":children[]{text,marks},markDefs[]{_key,_type,\"r\":records[]->{colonyDay,text}}}}').then(d=>{console.log('H:',d.headline);console.log('D:',d.dek);for(const b of d.body){for(const s of b.t){const m=b.markDefs.find(m=>s.marks?.includes(m._key));console.log((m?m._type:'plain').padEnd(6),'|',s.text);if(m?.r)console.log('        ->',m.r.map(r=>r.colonyDay+' '+r.text.split(' visited')[0]).join('; '))}console.log()}})"

Output

H: Flubber Flubber's Grave Draws a Faithful Few
D: Rocaniraalbo Ambmea keeps coming back, and a handful of others do too
claim  | The Tattler has never printed a word about Flubber Flubber, but the colony's grave-visiting logs have been keeping his memory for us: ten visits to his grave, from Day 123 to Day 269. 
        -> 123 Hyena Embaixada; 154 Rocaniraalbo Ambmea; 192 Rocaniraalbo Ambmea; 213 Rocaniraalbo Ambmea; 230 Rocaniraalbo Ambmea; 232 Snake Rato; 235 Rocaniraalbo Ambmea; 256 Hyena Embaixada; 259 Reiraborvas 'Grasshopper' Canga; 269 Reiraborvas 'Grasshopper' Canga
aside  | Who was he, and how did he end up there? The files we pulled don't say.

claim  | The first recorded mourner was Hyena Embaixada, who visited the grave on Day 123.
        -> 123 Hyena Embaixada

claim  | Then came the regular. Rocaniraalbo Ambmea visited the grave on Day 154, Day 192, Day 213, Day 230 and Day 235 — five visits in all. 
        -> 154 Rocaniraalbo Ambmea; 192 Rocaniraalbo Ambmea; 213 Rocaniraalbo Ambmea; 230 Rocaniraalbo Ambmea; 235 Rocaniraalbo Ambmea
claim  | Of all the logged visits, Rocaniraalbo Ambmea made more than any other visitor on record. 
        -> 123 Hyena Embaixada; 154 Rocaniraalbo Ambmea; 192 Rocaniraalbo Ambmea; 213 Rocaniraalbo Ambmea; 230 Rocaniraalbo Ambmea; 232 Snake Rato; 235 Rocaniraalbo Ambmea; 256 Hyena Embaixada; 259 Reiraborvas 'Grasshopper' Canga; 269 Reiraborvas 'Grasshopper' Canga
aside  | That's devotion, or at least a very well-worn path.

claim  | In between, Snake Rato stopped by on Day 232. 
        -> 232 Snake Rato
claim  | Hyena Embaixada came back on Day 256, the second visit on record from the grave's first mourner.
        -> 123 Hyena Embaixada; 256 Hyena Embaixada

claim  | The newest face at the graveside is Reiraborvas 'Grasshopper' Canga, who visited on Day 259 and again on Day 269. 
        -> 259 Reiraborvas 'Grasshopper' Canga; 269 Reiraborvas 'Grasshopper' Canga
aside  | And since then? Nothing in the logs we pulled — has the path gone quiet, or is someone still paying respects off the books?

aside  | A faithful few, a lonely grave, and a story the records barely tell. If you knew the man, the Tattler would love to hear from you.

Agent

My CDP helper timed out at its own limit before the poll finished, so the timing log is lost. Checking server state and the screenshot.

Agent

The panel now opens on the pitch. Running the reporter.

Agent

Input

$ set -a && . ./.env && set +a && node -e "
const {createClient}=require('@⁠sanity/client');const c=createClient({projectId:'lcvgtfvq',dataset:'production',apiVersion:'2025-02-19',token:process.env.SANITY_TOKEN,useCdn:false,perspective:'drafts'});
c.fetch('*[_id==\"story-marcellina-triarius\"][0]{headline,dek,body[]{\"t\":children[]{text,marks},markDefs[]{_key,_type,\"r\":records[]->{colonyDay,hour,text}}}}').then(d=>{console.log('H:',d.headline);console.log('D:',d.dek);for(const b of d.body){for(const s of b.t){const m=b.markDefs.find(m=>s.marks?.includes(m._key));console.log((m?m._type:'plain').padEnd(6),'|',s.text);if(m?.r)console.log('        ->',m.r.length+' recs:',m.r.slice(0,12).map(r=>r.colonyDay+'/'+r.hour+' '+r.text).join('; '))}console.log()}})"; python /c/tmp/q.py '*[_type=="pawn" && name match "Marcellina*" || name match "Charites*"]{name,gender,age,relationNote,everColonist}'

Output

H: Marcellina Triarius and Charites Decrescendo: Who Can't Stop Talking?
D: The new face in the records spent Day 305 chatting, getting insulted, and chatting some more
aside  | Until now, this paper hasn't printed a word about a very chatty newcomer to the records. Time to catch up.

claim  | Marcellina Triarius turns up late on Day 304, chatting with Aquila Summanus, Reiraborvas 'Grasshopper' Canga and Charites Decrescendo. 
        -> 3 recs: 304/22 Aquila Summanus chatted with Marcellina Triarius.; 304/22 Reiraborvas 'Grasshopper' Canga chatted with Marcellina Triarius.; 304/22 Marcellina Triarius chatted with Charites Decrescendo.
aside  | Where has she been all this time? The records don't say.

claim  | The big story is Charites Decrescendo, who turns up in 12 of her chats across Days 304 and 305. 
        -> 12 recs: 304/22 Marcellina Triarius chatted with Charites Decrescendo.; 304/23 Charites Decrescendo chatted with Marcellina Triarius.; 305/0 Charites Decrescendo chatted with Marcellina Triarius.; 305/0 Charites Decrescendo chatted with Marcellina Triarius.; 305/1 Marcellina Triarius chatted with Charites Decrescendo.; 305/3 Charites Decrescendo chatted with Marcellina Triarius.; 305/4 Charites Decrescendo chatted with Marcellina Triarius.; 305/18 Charites Decrescendo chatted with Marcellina Triarius.; 305/20 Charites Decrescendo chatted with Marcellina Triarius.; 305/21 Marcellina Triarius chatted with Charites Decrescendo.; 305/21 Marcellina Triarius chatted with Charites Decrescendo.; 305/22 Marcellina Triarius chatted with Charites Decrescendo.
claim  | Late on Day 305, Marcellina chatted with Charites three times in a row. 
        -> 3 recs: 305/21 Marcellina Triarius chatted with Charites Decrescendo.; 305/21 Marcellina Triarius chatted with Charites Decrescendo.; 305/22 Marcellina Triarius chatted with Charites Decrescendo.
aside  | What were they talking about? We'd give a lot to know.

claim  | Not everyone was so friendly. Early on Day 305, Aquila Summanus insulted Marcellina, and within the hour Charango Paphianne did too. 
        -> 2 recs: 305/0 Aquila Summanus insulted Marcellina Triarius.; 305/1 Charango Paphianne insulted Marcellina Triarius.
claim  | Only a few hours later that same day, Marcellina was chatting with Charango, and Aquila was chatting with her again. 
        -> 2 recs: 305/3 Marcellina Triarius chatted with Charango Paphianne.; 305/4 Aquila Summanus chatted with Marcellina Triarius.
aside  | Short memories or 
[... 691 more characters trimmed]

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler && grep -n -i -B2 -A12 "spike" newsroom/workflows/*.ts 2>/dev/null | head -60; ls newsroom | head -40

Output

95-        defineTransition({
96-          name: 'kill',
97:          title: 'Spiked by the fact-checker',
98:          to: 'spiked',
99-          when: `${checked} && !$effects['fact-check'].passed && $fields.drafts >= ${MAX_DRAFTS}`,
100-        }),
101-      ],
102-    }),
103-    defineStage({
104-      name: 'editor',
105-      title: "Editor's desk",
106-      fields: [defineField({type: 'string', name: 'decision', title: 'Decision'})],
107-      activities: [
108-        defineActivity({
109-          name: 'review',
110-          title: 'Read it and decide',
--
128-            }),
129-            defineAction({
130:              name: 'spike',
131:              title: 'Spike it',
132-              status: 'done',
133:              ops: [{type: 'field.set', target: {field: 'decision'}, value: {type: 'literal', value: 'spike'}}],
134-            }),
135-          ],
136-        }),
137-      ],
138-      transitions: [
139-        defineTransition({name: 'to-press', to: 'printing', when: "$allActivitiesDone && $fields.decision == 'print'"}),
140-        defineTransition({name: 'rewrite', to: 'reporting', when: "$allActivitiesDone && $fields.decision == 'rewrite'"}),
141:        defineTransition({name: 'spike', to: 'spiked', when: "$allActivitiesDone && $fields.decision == 'spike'"}),
142-      ],
143-    }),
144-    defineStage({
145-      name: 'printing',
146-      title: 'On the press',
147-      activities: [
148-        defineActivity({
149-          name: 'press',
150-          title: 'Print and rebuild the front page',
151-          actions: [
152-            defineAction({
153-              name: 'run',
--
169-    }),
170-    defineStage({name: 'printed', title: 'Printed'}),
171:    defineStage({name: 'spiked', title: 'Spiked'}),
172-  ],
173-})
desk-runner.ts
effects
lib
node_modules
package-lock.json
package.json
sanity.workflow.ts
test
tsconfig.json
workflows

Agent

That's the README shot. Now I'm spiking it from the app, which tests the one editor path we haven't used yet.

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler/nightdesk && cat src/Board.tsx | head -40; grep -rn "status\|completedAt\|currentStage" node_modules/@⁠sanity/workflow-engine/dist/*.d.ts 2>/dev/null | grep -i "interface WorkflowInstance\|currentStage\|abort" | head

Output

import {useQuery} from '@⁠sanity/sdk-react'
import {useWorkflowInstances} from '@⁠sanity/workflow-sdk'
import type {Engine} from '@⁠sanity/workflow-engine'
import {WORKFLOW, ago, bareId, fieldOf, stagesOf, subjectOf} from './desk'

interface StoryRow {
  _id: string
  headline?: string
  section?: string
  edition?: number
}

/** Every story-desk run, one column per stage, live. */
export function Board({engine, open, onOpen}: {engine: Engine; open?: string; onOpen: (id: string) => void}) {
  const {instances, loading, error} = useWorkflowInstances({engine, filter: {definition: WORKFLOW, includeCompleted: true}})
  const {data: stories} = useQuery<StoryRow[]>({query: '*[_type == "story"]{_id, headline, section, edition}'})
  const headlines = new Map(stories.map((s) => [bareId(s._id), s]))

  if (error) return <p className="quiet">The run list failed to load: {String(error)}</p>
  if (loading || !instances) return <p className="quiet">Pulling the runs…</p>
  if (!instances.length) return <p className="quiet">Nothing on the desk. Pitch a colonist below.</p>

  const stages = stagesOf(instances[0])
  const runs = instances.filter((r) => !r.abortedAt).sort((a, b) => b.lastChangedAt.localeCompare(a.lastChangedAt))

  return (
    <div className="board">
      {stages.map((stage) => {
        const here = runs.filter((r) => r.currentStage === stage.name)
        return (
          <section key={stage.name} className={`column stage-${stage.name}`}>
            <h2>
              {stage.title} <span className="count">{here.length}</span>
            </h2>
            {here.map((run) => {
              const story = headlines.get(subjectOf(run) ?? '')
              const note = fieldOf<string>(run, 'deskNote')
              return (
                <button key={run._id} className={`card${run._id === open ? ' open' : ''}`} onClick={() => onOpen(run._id)}>
                  <span className="kicker">
node_modules/@⁠sanity/workflow-engine/dist/define.d.ts:1435: * `completedAt` (ISO timestamp or null). Completed and aborted runs are
node_modules/@⁠sanity/workflow-engine/dist/index.d.ts:778:  "currentStage" | "stages"
node_modules/@⁠sanity/workflow-engine/dist/index.d.ts:2568: * remaining path to delete them. The gate is `abortedAt`, not `completedAt` —
node_modules/@⁠sanity/workflow-engine/dist/index.d.ts:2753:    | "currentStage"
node_modules/@⁠sanity/workflow-engine/dist/index.d.ts:3065:    "currentStage" | "effectHistory" | "p
[... 596 more characters trimmed]

Agent

The fix type-checks. The engine's default filter is in-flight runs only, which is exactly right. Deploying the app now and checking the coverage list.

Agent

Fixed: the spiked story's people can be pitched again, and the board reads Printed 5, Spiked 1. Next I'm checking that edition 5 is live on the Pages site, then writing up the BUILDLOG.

Agent

Input

$ curl -s https://booyaka101.github.io/estian-tattler/ | grep -o "Flubber Flubber's Grave[^<]*\|Edition [0-9]*" | sort | uniq -c | head; cd /d/Repos/web-apps/estian-tattler && git status --short && grep -n "^## \|^### " BUILDLOG.md

Output

      2 Edition 5
      1 Flubber Flubber's Grave Draws a Faithful Few\"}],[\"$\",\"p\",null,{\"className\":\"dek\",\"children\":\"Rocaniraalbo Ambmea keeps coming back, and a handful of others do too\"}],[\"$\",\"span\",null,{\"className\":\"more\",\"children\":[7,\" claims, all sourced. Read it.\"]}]]}],[\"$\",\"section\",null,{\"className\":\"columns\",\"children\":[[\"$\",\"$Ld\",\"story-restaurant-reviews\",{\"href\":\"/story/restaurant-reviews/\",\"className\":\"card\",\"children\":[[\"$\",\"span\",null,{\"className\":\"section\",\"children\":\"Commerce\"}],[\"$\",\"h2\",null,{\"children\":\"Eastern Republic sours on the restaurant: \\\"Score: -12\\\"\"}],[\"$\",\"p\",null,{\"className\":\"dek\",\"children\":\"From a perfect 100 to a frosty farewell, the colony's dining trade has had a bumpy season.\"}]]}],[\"$\",\"$Ld\",\"story-fist-fights\",{\"href\":\"/story/fist-fights/\",\"className\":\"card\",\"children\":[[\"$\",\"span\",null,{\"className\":\"section\",\"children\":\"Brawls\"}],[\"$\",\"h2\",null,{\"children\":\"Who hits whom: Embaixada, Grasshopper, Snake and Rocaniraalbo\"}],[\"$\",\"p\",null,{\"className\":\"dek\",\"children\":\"Hyena Embaixada twice left Grasshopper wounded, then talked her down on Day 265, the day Snake Rato traded blows with Rocaniraalbo Ambmea.\"}]]}],[\"$\",\"$Ld\",\"story-berry-rot\",{\"href\":\"/story/berry-rot/\",\"className\":\"card\",\"children\":[[\"$\",\"span\",null,{\"className\":\"section\",\"children\":\"Front page\"}],[\"$\",\"h2\",null,{\"children\":\"The berry pile keeps rotting\"}],[\"$\",\"p\",null,{\"className\":\"dek\",\"children\":\"From Day 264 to Day 296, storage kept reporting berries rotted away, while berry bushes died left unharvested\"}]]}],[\"$\",\"$Ld\",\"story-snake-grasshopper\",{\"href\":\"/story/snake-grasshopper/\",\"className\":\"card\",\"children\":[[\"$\",\"span\",null,{\"className\":\"section\",\"children\":\"Hearts\"}],[\"$\",\"h2\",null,{\"children\":\"Snake and Grasshopper: the marriage, the split, the binges\"}],[\"$\",\"p\",null,{\"className\":\"dek\",\"children\":\"Wed on Day 132, split on Day 252, and chatting again on Day 305\"}]]}]]}],[\"$\",\"footer\",null,{\"className\":\"colophon\",\"children\":[[\"$\",\"h3\",null,{\"children\":\"How this paper works\"}],[\"$\",\"p\",null,{\"children\":[\"The newsroom is a Sanity dataset of \",631,\" records pulled out of one RimWorld save: tales, letters, messages and pawn-to-pawn talk. The save forgets anything older than day \",117,\",
[... 776 more characters trimmed]

Agent

Input

D:\Repos\web-apps\estian-tattler\BUILDLOG.md

Output

1 # Build log
2   
3   This was built by Claude Code (Claude Opus 5.5) in one session on 2026-09-25. The owner of this repo handed over the whole challenge with one instruction, to go all out. They didn't pick the idea or write any of it. So "I" below is Claude Code. The prompts that mattered were the ones I wrote for the reporter, and they're quoted here.
4   
5   ## Picking the idea
6   
7   My first idea overlapped with a project the owner had already shut down, so I dropped it.
8   
9   The owner plays heavily modded RimWorld, and a save file is a strange thing to build on. It keeps tales ("X was wounded by Y", "X married Y"), the letters the game shows you, a message log, and the last few dozen pawn-to-pawn conversations. The Tribe of Estian save had 354 tales and a couple of hundred messages. That's a colony's gossip with timestamps. A tabloid is the obvious format for gossip, and the thing that makes a tabloid interesting to build is making it unable to lie.
10  
11  ## Getting the save into Sanity
12  
13  `ingest/parse_save.py` walks the save XML. What went wrong:
14  
15  - The def-label lookup scanned every mod folder for the human-readable names of things and took about three and a half minutes. It now caches the labels in `ingest/def_labels.json` and only rescans with `--scan-defs`.
16  - Play-log conversations came out empty. The pawn lookup only walked `<li>` elements, but pawns on the map are `<thing>` elements. Switched to `root.iter()`.
17  - Text still had the game's colour and faction tags in it, like `(*Name)...(/Name)`. Generalised the regex that strips them.
18  - Pawn names came from the first snapshot of a pawn in the save, not the latest, so a pawn could show a name they no longer went by. It now takes the latest.
19  - Sanity treats document ids with a dot in them as non-public, and the front page reads the public API with no token. Ids are hyphenated: `record-tale-547`, `pawn-Human147640`.
20  
21  The save forgets tales older than roughly day 117, so the colony document records `firstRecordDay` and the front page says so. Nothing before it can be printed.
22  
23  ## The schema
24  
25  A story's body is Portable Text with two annotations, `claim` (references to records, at least one) and `aside` (the paper's voice). That's what makes the checker possible. The claim isn't free text next to a list of sources, it's the exact span of words tied to the exact records.
26  
27  I wrote the checker (`studio/lib/factcheck.ts`) before the reporter, with tests, so the re
[... 5721 more characters trimmed]

Agent

Input

$ git diff README.md; cat nightdesk/.gitignore 2>/dev/null; cat .gitignore; ls nightdesk

Output

warning: in the working copy of 'README.md', CRLF will be replaced by LF the next time Git touches it
diff --git a/README.md b/README.md
index 20fe1d3..98207dd 100644
--- a/README.md
+++ b/README.md
@@ -35,13 +35,24 @@ reporting -> fact-check -> editor -> printing -> printed
 - **editor** waits for a person: Send to press, Send back (with a note the reporter gets on the next draft), or Spike it. This happens in the Studio's Workflows tool or the story's Workflows tab.
 - **printing** runs the `print` effect: numbers the edition, publishes the draft, and fires a `repository_dispatch` that rebuilds the front page.
 
-Stories get pitched from the Studio with the "Pitch a story" action on any record.
+Stories get pitched from the Studio with the "Pitch a story" action on any record, or from the Night Desk.
+
+## The Night Desk
+
+`nightdesk/` is an App SDK app that runs in the Sanity Dashboard. It's the editor's view of the whole paper rather than one story:
+
+- A board with every run in its current stage, live from `useWorkflowInstances`.
+- A run panel driven by `useWorkflowSession`. It shows the story with every claim marked with how many records back it, and the editor's buttons come from the session's evaluation, so Send back asks for its note because the action declares that param.
+- A coverage meter: how many of each colonist's records the printed stories cite. Anyone at zero gets a Pitch button, which creates the story with their records as leads and starts a `story-desk` run for it.
+
+Dashboard apps are only visible to members of the organization, so `docs/nightdesk.png` is what it looks like.
 
 ## What's here
 
 - `ingest/parse_save.py` reads a `.rws` save (plain or gzipped) and writes `data/tattler.ndjson`: the colony, its pawns and every record. Tales carry no text of their own in the save, so it renders them from the tale def and the pawns involved.
 - `studio/` is the schema (colony, pawn, record, story), the Receipts view that lays each sentence next to its records, the Pitch action, and the workflow plugin.
 - `newsroom/` is the workflow definition and the effect handlers, plus `desk-runner.ts`, which claims and runs pending effects.
+- `nightdesk/` is the App SDK dashboard app described above.
 - `frontpage/` is a static Next.js site. Every underlined claim shows its records on hover or focus.
 
 ## Running it
# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.

# Dependencies
/node_modules
/.pnp
.pnp.js


[... 500 more characters trimmed]

Agent

Writing the BUILDLOG section on the Night Desk now. First I'm pulling one detail from the earlier session so I don't misstate it.

Agent

The earlier Rocaniraalbo detail isn't recoverable, so I'll leave it out rather than guess. I'm checking the printed Flubber story's pronouns directly instead.

Agent

The printed edition 5 calls Flubber "he" and "the man". I'm checking whether anything on file actually supports that, since the pawn documents carry no gender.

Agent

Input

$ python /c/tmp/q.py '*[_type=="pawn" && name match "Flubber"][0]{..., "recs": *[_type=="record" && references(^._id)]{kind,colonyDay,text}}'; ls ../ingest ../data 2>/dev/null; grep -n -i "gender" ../ingest/parse_save.py | head

Output

{"_createdAt": "2026-09-25T13:15:35Z", "_id": "pawn-Human99323", "_rev": "MpdCHrJeN1WypWW7HH1iE1", "_type": "pawn", "_updatedAt": "2026-09-25T13:15:35Z", "age": 24, "aliases": ["Flubber", "Flubber Flubber"], "everColonist": true, "formerNames": [], "gender": "Male", "name": "Flubber Flubber", "recs": [{"colonyDay": 256, "kind": "tale", "text": "Hyena Embaixada visited the grave of Flubber Flubber."}, {"colonyDay": 259, "kind": "tale", "text": "Reiraborvas 'Grasshopper' Canga visited the grave of Flubber Flubber."}, {"colonyDay": 269, "kind": "tale", "text": "Reiraborvas 'Grasshopper' Canga visited the grave of Flubber Flubber."}, {"colonyDay": 123, "kind": "tale", "text": "Hyena Embaixada visited the grave of Flubber Flubber."}, {"colonyDay": 154, "kind": "tale", "text": "Rocaniraalbo Ambmea visited the grave of Flubber Flubber."}, {"colonyDay": 192, "kind": "tale", "text": "Rocaniraalbo Ambmea visited the grave of Flubber Flubber."}, {"colonyDay": 213, "kind": "tale", "text": "Rocaniraalbo Ambmea visited the grave of Flubber Flubber."}, {"colonyDay": 230, "kind": "tale", "text": "Rocaniraalbo Ambmea visited the grave of Flubber Flubber."}, {"colonyDay": 232, "kind": "tale", "text": "Snake Rato visited the grave of Flubber Flubber."}, {"colonyDay": 235, "kind": "tale", "text": "Rocaniraalbo Ambmea visited the grave of Flubber Flubber."}], "relationNote": null, "shortName": "Flubber", "thingId": "Human99323"}
../data:
tattler.ndjson

../ingest:
def_labels.json
parse_save.py
183:        doc.update({"gender": snap.findtext("gender"), "age": int(snap.findtext("age") or 0) or None,

Agent

Input

$ cd /d/Repos/web-apps/estian-tattler && python - <<'EOF'
p='BUILDLOG.md'
s=open(p,encoding='utf8').read().rstrip('\n')+'\n'
s+='''
## The Night Desk

The Studio's Workflows tool shows one run at a time, and the paper's real question is who it hasn't written about. So `nightdesk/` is an App SDK app in the Dashboard: `useWorkflowInstances` for a board of every run by stage, `useWorkflowSession` for the open run, `useQuery` for the story and the coverage counts, and `useCreateDocument` plus `engine.startInstance` for Pitch. The buttons in the run panel aren't hardcoded. They're the actions the session's evaluation says are available, and Send back stays disabled until its note is filled in, because the action declares a required `note` param. The engine records each commit's execution context, and runs driven from the app show up in the instance history as `sdk` / `browser`.

What went wrong:

- Pitch created the story, awaited `startInstance`, then opened the run. Nothing appeared to happen. The run was on the board within seconds, but the promise settled much later, since every engine commit from the browser does a tick that takes about three seconds. Pitch now mints the instance id with `instanceDocId`, opens the panel on it straight away, and only uses the promise to report an error.
- The first pitched story got the id `story-human99323-<timestamp>`. I aborted that run and ids are slugged from the name now, so it's `story-flubber-flubber`.
- The coverage list flagged three people "on the desk" who had nothing pending. Grave-visit records name the visitor as well as the dead, so a pitch for one colonist puts records about the others into its leads. The flag now only shows for someone the paper hasn't cited at all.
- After I spiked a story, everyone in its leads stayed "on the desk" with no Pitch button. "On the desk" meant any unprinted story, and a spiked story is never printed. It now means a story with a run still in flight.
- The Dashboard puts the app in an iframe on a different host from the page, so the CDP screenshots attach to the iframe target by host.

Two stories went through the whole loop from the app.

Flubber Flubber had ten records, all grave visits, and the paper had never printed him. Pitch, reporter, fact-check passed with 8 claims. Reading it, three sentences said more than their receipts: "more than anyone else on record", "the last one in the files" and "the colony's own records say little more". Each named the right people and cited real visits, so the checker couldn't object, but they were claims about records the story didn't cite. I sent it back from the Night Desk with that note. The rewrite cited all ten visits, so "more than any other visitor on record" is now something a reader can count, and it passed with 7 claims. I sent it to press from the app and it's edition 5. Flubber's pawn is `Male` in the save, so "his grave" is right.

Marcellina Triarius, a visitor with 29 records, went the other way. The draft passed with 7 claims, and every one checked out against its records. I spiked it anyway. All 29 records are chats, so two days of small talk was the whole story. It called her "she", but visitors come through the ingest with no gender, so that was a guess from the name. And it ended with "the last word so far went to Aquila Summanus" on a record where Marcellina is the one talking. That's the third thing the checker can't see after absence and comparison: a claim that cites the right record and reads it backwards.
'''
open(p,'w',encoding='utf8',newline='\n').write(s)
EOF
grep -c "—" BUILDLOG.md README.md

Output

BUILDLOG.md:0
README.md:0

Agent

Pushed as 3d798ec. Updating the project memory, then moving on to the Path Two post draft.

Agent

The build is committed. One gap is still worth closing before the post: the reporter guessed a pronoun. I'm checking what who_is gives it.

Agent

Input

$ sed -n 40,55p effects/draft-story.ts; sed -n 108,126p effects/draft-story.ts

Output

Everything you know comes from the colony's records: tales, letters, messages and overheard conversations pulled from the save file.

The fact-checker is a program, not a person, and it checks every sentence:
- Each sentence is either a claim or an aside.
- A claim cites the ids of the records that prove it. Only say what those records say.
- Every colonist a claim names must appear in one of its cited records.
- Every number in a claim, in digits or words, must appear in a cited record's text, be a cited record's colony day, or be the count of records cited.
- An aside is the paper's own voice: a quip, a question, a raised eyebrow. Asides may not name anyone and may not contain numbers.
- The headline and dek follow the claim rules, checked against every record the body cites.

Write like a small-town tabloid that loves these people: sharp, warm, a little nosy. Dates are colony days ("on Day 142"). Short paragraphs, 150 to 350 words in all.
Don't invent motives, feelings or events. If the records don't say why something happened, wonder about it in an aside.
Use check_draft before you file, and fix everything it reports.`

function renderRecord(r: DeskRecord): string {
  const head = `${r._id} | Day ${r.colonyDay}, ${r.hour}h | ${r.kind}`
          return text(hits.length > 60 ? `${hits.length} matches, first 60:\n${shown}` : shown || 'No records match.')
        },
      ),
      tool('who_is', 'Look up a colonist or visitor by any of their names.', {name: z.string()}, async ({name}) => {
        const found = morgue.pawns.filter((p) => p.aliases?.some((a) => a.toLowerCase().includes(name.toLowerCase())))
        if (!found.length) return text(`Nobody called ${name} in the records.`)
        return text(
          found
            .map((p) => {
              const theirs = morgue.records.filter((r) => r.pawns?.some((ref) => ref._ref === p._id))
              const days = theirs.map((r) => r.colonyDay ?? 0)
              return `${p.name} (${[p.gender, p.age && `age ${p.age}`, p.relationNote].filter(Boolean).join(', ')}). ` +
                `Also known as ${p.aliases?.join(', ')}. In ${theirs.length} records, Day ${Math.min(...days)} to Day ${Math.max(...days)}.`
            })
            .join('\n'),
        )
      }),
      tool(
        'check_draft',

Agent

Confirmed: "A draft of this document already exists." A new pitch after a spike should be a new story, not a reuse of the spiked one, so the id gets a suffix when the slug is taken.

Agent

The re-pitch works: new run 5c212766f2fd, no error. Running the reporter with the new pronoun rule.

Agent

Input

$ set -a && . ./.env && set +a && node -e "
const {createClient}=require('@⁠sanity/client');const c=createClient({projectId:'lcvgtfvq',dataset:'production',apiVersion:'2025-02-19',token:process.env.SANITY_TOKEN,useCdn:false,perspective:'drafts'});
c.fetch('*[_id==\"story-marcellina-triarius-2\"][0]{headline,dek,body[]{\"t\":children[]{text,marks},markDefs[]{_key,_type,\"r\":records[]->{colonyDay,hour,text}}}}').then(d=>{console.log('H:',d.headline);console.log('D:',d.dek);for(const b of d.body){for(const s of b.t){const m=b.markDefs.find(m=>s.marks?.includes(m._key));console.log((m?m._type:'plain').padEnd(6),'|',s.text);if(m?.r)console.log('        ->',m.r.length+':',m.r.slice(0,6).map(r=>r.colonyDay+'/'+r.hour+' '+r.text).join('; '))}console.log()}})"

Output

H: Marcellina Triarius: Insulted Twice, Still Chatting
D: Marcellina Triarius took hits from Aquila Summanus and Charango Paphianne on Day 305, and kept on talking to both.
claim  | The Tattler has never printed the name Marcellina Triarius, and on Day 304 Marcellina started turning up everywhere. 
        -> 1: 304/22 Aquila Summanus chatted with Marcellina Triarius.
claim  | That night Marcellina chatted with Aquila Summanus, Reiraborvas 'Grasshopper' Canga, Charites Decrescendo and Iola 'Smalls' Schaefer.
        -> 4: 304/22 Marcellina Triarius chatted with Aquila Summanus.; 304/22 Reiraborvas 'Grasshopper' Canga chatted with Marcellina Triarius.; 304/22 Marcellina Triarius chatted with Charites Decrescendo.; 304/23 Iola 'Smalls' Schaefer chatted with Marcellina Triarius.

aside  | Then things turned sour. 
claim  | At midnight on Day 305, Aquila Summanus insulted Marcellina Triarius. 
        -> 1: 305/0 Aquila Summanus insulted Marcellina Triarius.
claim  | An hour later, Charango Paphianne did the same.
        -> 1: 305/1 Charango Paphianne insulted Marcellina Triarius.

aside  | A sulk? Not a bit of it, going by the log. 
claim  | By Day 305 Marcellina was chatting with Charango Paphianne. 
        -> 1: 305/3 Marcellina Triarius chatted with Charango Paphianne.
claim  | On Day 305 Aquila Summanus chatted with Marcellina twice in the same hour, and Marcellina chatted right back. 
        -> 3: 305/4 Aquila Summanus chatted with Marcellina Triarius.; 305/4 Aquila Summanus chatted with Marcellina Triarius.; 305/4 Marcellina Triarius chatted with Aquila Summanus.
claim  | The last word that night went to Marcellina, chatting with Aquila Summanus again.
        -> 1: 305/23 Marcellina Triarius chatted with Aquila Summanus.

aside  | But the real story may lie elsewhere. 
claim  | Across Day 304 and Day 305, Marcellina and Charites Decrescendo traded chats twelve times. 
        -> 12: 304/22 Marcellina Triarius chatted with Charites Decrescendo.; 304/23 Charites Decrescendo chatted with Marcellina Triarius.; 305/0 Charites Decrescendo chatted with Marcellina Triarius.; 305/0 Charites Decrescendo chatted with Marcellina Triarius.; 305/1 Marcellina Triarius chatted with Charites Decrescendo.; 305/3 Charites Decrescendo chatted with Marcellina Triarius.
claim  | Three of those came back to back on the evening of Day 305, all started by Marcellina.
        -> 3: 305/21 Marcellina Triarius chatted with Charites Decrescendo.; 305/21 Marcellina Triarius chat
[... 545 more characters trimmed]

Agent

Edition 6 is printed. Adding the re-pitch bug and this result to the BUILDLOG, then committing.

Agent

I just did the same thing the reporter did: "her name" and "called her" assume a gender that isn't on file. Fixing both.

Agent

Input

$ for id in 4735415 4741450 4720481; do curl -s "https://dev.to/api/articles/$id" | python -c "
import json,sys;a=json.load(sys.stdin);print('=====',a['title'],'|',len(a['body_markdown']),'chars');print(a['body_markdown'][:3200])"; done

Output

===== INKSHIFT: cross out a table, keep the booking | 13036 chars
*This is a submission for the [Sanity Challenge, Path Two: Vibe-Code Something Strange](https://dev.to/challenges/sanity-2026-09-16).*

## What I Built

Someone has booked Ticket to Ride at Table B. Then Table B becomes unavailable.

Moving the game to Table C sounds easy. But there is already a person attached to that plan, and their booking needs to survive the edit.

I built [INKSHIFT](https://inkshift.vercel.app) for this kind of change. It turns a plan for a games night, workshop or club meetup into a shared signup page. Upload a photo or type the plan, check the sessions, and send the invite link. Guests can book a place without creating an account.

When the plan changes, you review the proposed edits against the people who have already joined. You can correct the reading, check the affected bookings and approve the move. Guests keep their places at the new location.

Sanity gives the gathering continuity: Content Lake stores the linked sessions and registrations, Workflows records each plan review, and App SDK subscribes to the shared schedule. The booking belongs to a session whose location can change.

[Open INKSHIFT](https://inkshift.vercel.app) · [Watch the walkthrough](https://youtu.be/xM5eC-q7t_0) · [Source code](https://github.com/himanshu748/inkshift)

## Demo

The 43-second walkthrough follows a prepared games-night plan through a table change:

{% embed https://www.youtube.com/watch?v=xM5eC-q7t_0 %}

You can try the same flow yourself:

1. Choose **Try a sample** and open its participant invite.
2. Join Ticket to Ride, then return to the organiser workspace.
3. Choose **Use the crossed-out example** and review the proposed move to Table C.
4. Approve it, then reopen the participant page.

Here is the organiser's review with a booking already in place:

![Organiser review showing Ticket to Ride moving from Table B to Table C, with one registration preserved](https://raw.githubusercontent.com/himanshu748/inkshift/main/docs/images/review-booking-kept.jpg)

The review identifies the move and the registration that stays with it. INKSHIFT checks that Table C has enough seats and is available for the full session before allowing approval.

After approval, the guest's existing booking appears under **Your places** at Table C:

![Participant page showing the existing Ticket to Ride booking at Table C](https://raw.githubusercontent.com/himanshu74
[... 7490 more characters trimmed]

Agent

Edition 6 is live on the front page. Next I'm refreshing the front-page screenshot so it shows all six editions, then writing the post draft.

Agent

Both screenshots look right: the front page shows edition 6, and the berry story has its 39 receipts open. Now I'm checking that the public query URL for the post works without a token.

Agent

The public query works with no token, and the drafts don't leak. Writing the post draft now.

Agent

A few lines in the draft say more than I actually know. Tightening them.

Agent

The draft is in place. Next is the Agent Session. I'm opening DEV's upload page in my own tab to see what format it takes. This is read-only for now.

DEV Community

The Estian Tattler: a gossip rag for my RimWorld colony that has to cite the save file

What I Built

Demo

Code

Booyaka101 / estian-tattler

A RimWorld colony tabloid where every sentence cites the save-file record that proves it. Sanity Workflows + Claude Agent SDK.

The Estian Tattler

The rule

My Build Process

The idea

Checker first

The reporter

What the checker can't see

Workflows

The Night Desk

Other things that broke

Sanity Project Details

Agent Session

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