GitHub: https://github.com/abrownfox0/abrownfox001-twap60-prediction-trigger-system
YouTube walkthrough: https://www.youtube.com/watch?v=XzhugRL6BV4
Live profile: https://polymarket.com/@abrownfox001
Parts 1–4 said the patch window is over, TWAP leftovers still bite, fill quality has to be re-measured after 150ms, and new surfaces are not the 5m core.
Part 5 is the checklist I actually run against.
Wallet: 0x12b712029efeee7efc4066e98e4e1b6beb8b1b0b
1. The Machine That Has to Stay the Same
BTC 5m
60s Chainlink TWAP vs open
enter 45–55¢
re-score 10–30s
scratch decay / redeem strength
If public fills stop looking like that, the checklist failed before any config flag did.
2. Green Lights Every Slot
- [ ]
window_seconds = 60 - [ ]
twap_openpinned from the same series astwap_now - [ ] RTDS observation is fresh, not just connected
- [ ] CEX mid is lead-lag only
- [ ] ask in 45–55¢ before send
- [ ]
taker_delay_ms = 150assumed - [ ] no cancel planned inside the delay window
- [ ]
Retry-Afterhonored - [ ] per-slot cap not breached
- [ ]
resolution_srcwritten at the end
A missing field is a failed slot, not a “soft warning.”
3. Logs That Decide Whether to Touch Thresholds
slot_id
twap_open / twap_now / twap_end
feed_age_ms
P(up) # internal
ask / fill
t_signal / t_submit / t_fill
rate_limit_hits
scratch_spread
scratch_or_redeem
resolution_src
Retune only from post-Aug 14 TWAP60 slots and post-Sept 4 delay slots.
Older notebooks are a different venue.
4. What I Will Change
- freshness fail-fast on RTDS
- delay-aware fill metrics
- less cancel churn
- scratch skip when 50¢ depth is gone
- threshold refit after a clean post-delay sample
- Data API reconcile vs local memory
5. What I Will Not Ship
- Combos inside
engine.ts - agent auto-trade as the production path
- 15m / Kalshi weights on the 5m model
- snapshot or 30s leftovers in production
- more assets to hide a weaker BTC read
- size increases off one good week
The public shell can stay a TypeScript + Windows-trial reference.
The live P(up) stays closed.
6. Outside Checks on the Live Account
Re-read the activity tab the same way as before:
- still ~BTC 5m?
- still mid-band?
- still later sells than buys?
- still same-market flat exits?
- still not a close-bell cluster?
Verify independently:
curl "https://gamma-api.polymarket.com/public-profile?address=0x12b712029efeee7efc4066e98e4e1b6beb8b1b0b"
curl "https://data-api.polymarket.com/trades?user=0x12b712029efeee7efc4066e98e4e1b6beb8b1b0b&limit=1000"
Style can be inspected.
The July 150-market 60.7% window is not a September audit.
7. Series Recap
- Part 1: The patches are the floor now
- Part 2: Mixed TWAP windows and stale RTDS still fake edge
- Part 3: 150ms + rate tiers show up in fill and scratch quality
- Part 4: Combos and agents stay outside the 5m core
- Part 5: Operate the specialist loop; log it; refuse distractions
One line:
Forecast the official 60s TWAP path, buy it only near 50¢, scratch the weak tickets, and treat every new platform surface as optional until the slot log is clean.
Links
- Repo: https://github.com/abrownfox0/abrownfox001-twap60-prediction-trigger-system
- Video: https://www.youtube.com/watch?v=XzhugRL6BV4
- Live activity: https://polymarket.com/@abrownfox001?tab=activity
Not financial advice. Paper or micro-size first. Rules and delays can move again.
If you have more questions, please feel free to contact me at any time: https://t.me/abrownfox001
My Polymarket Activity: https://polymarket.com/@abrownfox001?tab=activity
#Polymarket #TWAP #BTC #TradingBot #AlgoTrading #PredictionMarkets #Chainlink #QuantTrading
Top comments (0)