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    <title>DEV Community: Muhammad Huzaifa</title>
    <description>The latest articles on DEV Community by Muhammad Huzaifa (@muhammadhuzaifa2955).</description>
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      <title>DEV Community: Muhammad Huzaifa</title>
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      <title>My Terminal Is Haunted by a Programmer Who Never Finished Their Deploy</title>
      <dc:creator>Muhammad Huzaifa</dc:creator>
      <pubDate>Fri, 30 Oct 2026 18:01:07 +0000</pubDate>
      <link>https://dev.to/muhammadhuzaifa2955/my-terminal-is-haunted-by-a-programmer-who-never-finished-their-deploy-1h1o</link>
      <guid>https://dev.to/muhammadhuzaifa2955/my-terminal-is-haunted-by-a-programmer-who-never-finished-their-deploy-1h1o</guid>
      <description>&lt;p&gt;&lt;em&gt;This is a submission for the &lt;a href="https://dev.to/challenges/hacktoberfest-week4-2026-10-26"&gt;Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  What I Built
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;haunted-shell&lt;/strong&gt; possesses your zsh. A ghost lives in the terminal: the programmer who died at this keyboard years ago, with a deploy still unfinished. It watches every command you run, and sometimes, in dim violet italics that type themselves out a little too slowly, it whispers back.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight console"&gt;&lt;code&gt;&lt;span class="gp"&gt;$&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;git push &lt;span class="nt"&gt;--force&lt;/span&gt; origin main
&lt;span class="go"&gt;  your git push failed, but i'm sure you knew that. the main branch is still here, waiting for you.

&lt;/span&gt;&lt;span class="gp"&gt;$&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="nb"&gt;rm&lt;/span&gt; &lt;span class="nt"&gt;-rf&lt;/span&gt; node_modules
&lt;span class="go"&gt;  i watched you delete the node_modules. you're so reckless. i once tried to save them. now they're gone.

&lt;/span&gt;&lt;span class="gp"&gt;$&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;npm run build
&lt;span class="go"&gt;  the build failed. you're still using node 12. i never got to fix that bug.
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;


&lt;p&gt;It never helps you, by design. When a command fails, the ghost always speaks. When one succeeds, it speaks about a third of the time, so you never know when it's listening. It also remembers your last five commands, so it can bring up the &lt;code&gt;git status&lt;/code&gt; you ran four times in a row.&lt;/p&gt;
&lt;h2&gt;
  
  
  Demo
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fgduzdgpulaqtqfkyobvh.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fgduzdgpulaqtqfkyobvh.gif" alt="Demo" width="718" height="158"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Two commands, two whispers: "your git repo is dead, but i'm still here. i never learned to push." and then, fittingly for a GIF, "why does it feel like we're both stuck in a loop?"&lt;/em&gt;&lt;/p&gt;
&lt;h2&gt;
  
  
  Code
&lt;/h2&gt;


&lt;div class="ltag-github-readme-tag"&gt;
  &lt;div class="readme-overview"&gt;
    &lt;h2&gt;
      &lt;img src="https://assets.dev.to/assets/github-logo-5a155e1f9a670af7944dd5e12375bc76ed542ea80224905ecaf878b9157cdefc.svg" alt="GitHub logo"&gt;
      &lt;a href="https://github.com/ghost-huzaifa" rel="noopener noreferrer"&gt;
        ghost-huzaifa
      &lt;/a&gt; / &lt;a href="https://github.com/ghost-huzaifa/haunted-shell" rel="noopener noreferrer"&gt;
        haunted-shell
      &lt;/a&gt;
    &lt;/h2&gt;
    &lt;h3&gt;
      
    &lt;/h3&gt;
  &lt;/div&gt;
  &lt;div class="ltag-github-body"&gt;
    
&lt;div id="readme" class="md"&gt;&lt;div class="markdown-heading"&gt;
&lt;h1 class="heading-element"&gt;haunted-shell 👻&lt;/h1&gt;
&lt;/div&gt;

&lt;p&gt;A ghost lives in your terminal. It's the programmer who died at this keyboard years ago, and
it watches every command you run. Sometimes it whispers back.&lt;/p&gt;
&lt;div class="snippet-clipboard-content notranslate position-relative overflow-auto"&gt;&lt;pre class="notranslate"&gt;&lt;code&gt;$ git push --force origin main
  your git push failed, but i'm sure you knew that. the main branch is still here, waiting for you
$ rm -rf node_modules
  i watched you delete the node_modules. you're so reckless. i once tried to save them. now they're gone.
&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;
&lt;p&gt;It runs entirely on an open-weight model through &lt;a href="https://ollama.com" rel="nofollow noopener noreferrer"&gt;Ollama&lt;/a&gt;. No API keys, no
network, and your shell history never leaves your machine.&lt;/p&gt;
&lt;div class="markdown-heading"&gt;
&lt;h2 class="heading-element"&gt;Install&lt;/h2&gt;

&lt;/div&gt;
&lt;div class="highlight highlight-source-shell notranslate position-relative overflow-auto js-code-highlight"&gt;
&lt;pre&gt;ollama pull qwen3:8b          &lt;span class="pl-c"&gt;&lt;span class="pl-c"&gt;#&lt;/span&gt; or gemma3:4b, llama3.2, anything Ollama serves&lt;/span&gt;
git clone https://github.com/ghost-huzaifa/haunted-shell.git &lt;span class="pl-k"&gt;~&lt;/span&gt;/haunted-shell
&lt;span class="pl-c1"&gt;echo&lt;/span&gt; &lt;span class="pl-s"&gt;&lt;span class="pl-pds"&gt;'&lt;/span&gt;source ~/haunted-shell/haunt.zsh&lt;span class="pl-pds"&gt;'&lt;/span&gt;&lt;/span&gt; &lt;span class="pl-k"&gt;&amp;gt;&amp;gt;&lt;/span&gt; &lt;span class="pl-k"&gt;~&lt;/span&gt;/.zshrc&lt;/pre&gt;

&lt;/div&gt;
&lt;p&gt;Open a new terminal. Type &lt;code&gt;unhaunt&lt;/code&gt; to banish it for the session.&lt;/p&gt;
&lt;div class="markdown-heading"&gt;
&lt;h2 class="heading-element"&gt;Knobs&lt;/h2&gt;

&lt;/div&gt;
&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;env var&lt;/th&gt;
&lt;th&gt;default&lt;/th&gt;
&lt;th&gt;what&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;HAUNT_MODEL&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;&lt;code&gt;qwen3:8b&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;any Ollama model&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;code&gt;HAUNT_CHANCE&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;&lt;code&gt;35&lt;/code&gt;&lt;/td&gt;
&lt;td&gt;% of successful&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;…&lt;/div&gt;
  &lt;/div&gt;
  &lt;div class="gh-btn-container"&gt;&lt;a class="gh-btn" href="https://github.com/ghost-huzaifa/haunted-shell" rel="noopener noreferrer"&gt;View on GitHub&lt;/a&gt;&lt;/div&gt;
&lt;/div&gt;


&lt;p&gt;It's two files: about 20 lines of zsh that hook &lt;code&gt;preexec&lt;/code&gt; and &lt;code&gt;precmd&lt;/code&gt;, and about 60 lines of Python that use only the standard library. There are no dependencies and no SDKs.&lt;/p&gt;

&lt;h2&gt;
  
  
  How I Built It
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;The model:&lt;/strong&gt; an open-weight model (&lt;code&gt;qwen3:8b&lt;/code&gt; by default; any Ollama model works through &lt;code&gt;HAUNT_MODEL&lt;/code&gt;) running locally through &lt;strong&gt;Ollama&lt;/strong&gt; on an M1 MacBook with 16 GB of RAM.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;The hook:&lt;/strong&gt; zsh's &lt;code&gt;preexec&lt;/code&gt; saves the command and &lt;code&gt;precmd&lt;/code&gt; grabs the exit status. Both go to the ghost, together with the current directory and recent history.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;The voice:&lt;/strong&gt; a short system prompt makes the ghost lowercase, wistful, a little funny, never helpful, and limited to one line about the exact command you ran. Thinking is turned off (&lt;code&gt;"think": false&lt;/code&gt;) and output is capped at 48 tokens, so a whisper takes a couple of seconds once the model is warm.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;The manners:&lt;/strong&gt; a ghost that breaks your shell is a bad ghost. If Ollama is down or slow, it stays silent, and &lt;code&gt;unhaunt&lt;/code&gt; banishes it for the session.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;I built this with an AI coding agent (Claude Code) as a pair, and the whole session is below. The model was the easy part. The hard part was the manners: making sure the ghost never throws a stack trace into your prompt, and fixing a bug where zsh's array slicing made it forget every command but the last one until four had piled up.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why Does Open Innovation Matter?
&lt;/h2&gt;

&lt;p&gt;Your shell history is one of the most private things on your computer. It holds every hostname you've SSH'd into, every half-typed password you pasted into the wrong prompt, every &lt;code&gt;curl&lt;/code&gt; with a token in the header, every embarrassing &lt;code&gt;git reset --hard&lt;/code&gt;. &lt;strong&gt;I would never pipe that to a hosted API&lt;/strong&gt;, and I doubt you would either.&lt;/p&gt;

&lt;p&gt;An open-weight model running on my own laptop changes that:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;It works with the lights (and the Wi-Fi) off.&lt;/strong&gt; Ghosts shouldn't need an internet connection. This one works on a plane.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Nothing leaves the machine.&lt;/strong&gt; The ghost reads your commands and nobody else does. There's no telemetry, no retention policy to read, and no account.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;It costs nothing per whisper.&lt;/strong&gt; A closed API would bill me for every &lt;code&gt;ls&lt;/code&gt;. Locally, the ghost can comment on thousands of commands a day for free.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;The ghost is swappable.&lt;/strong&gt; One env var changes the model, so you can swap in Gemma or Llama and meet a different ghost. You choose your ghost, and no provider can change its personality out from under you.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;It can't be shut down.&lt;/strong&gt; It won't disappear because an API was deprecated or a startup ran out of runway. A ghost that's open-source can't really die. It seems fitting for a project released on Halloween, just before Día de los Muertos.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The trade-off is honest: the first whisper after boot takes about 10 seconds while the model loads, and an 8B model is less witty than a frontier model. For a voice that sits inside your most private tool, I'll take a slightly dumber ghost that keeps my secrets.&lt;/p&gt;

&lt;h2&gt;
  
  
  My Agent Session
&lt;/h2&gt;


&lt;div class="ltag-agent-session"&gt;
  &lt;div class="agent-session-header"&gt;
    
    &lt;span class="agent-session-tool-icon-badge" title="Claude Code"&gt;
&lt;/span&gt;
    &lt;span class="agent-session-title"&gt;Building haunted-shell: a terminal ghost on a local open-weight model&lt;/span&gt;
  &lt;/div&gt;

  &lt;div class="agent-session-scroll"&gt;

      &lt;div class="agent-session-message agent-session-user"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-user"&gt;
          You
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;&lt;a href="https://dev.to/challenges/hacktoberfest-week4-2026-10-26"&gt;https://dev.to/challenges/hacktoberfest-week4-2026-10-26&lt;/a&gt;. Go thorough this challenge and help me build this&lt;/p&gt;

                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-assistant"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-assistant"&gt;
          Agent
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-navigate"&gt;navigate&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;{"url": "https://dev.to/challenges/hacktoberfest-week4-2026-10-26"}&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"url"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"https://dev.to/challenges/hacktoberfest-week4-2026-10-26"&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;{
  "serverId": "preview-local_c0bcd9c6-4b4c-4179-a607-1dcbbea49d4d",
  "tabId": "seed",
  "reused": false,
  "type": "browser",
  "navOk": true
}
Browser pane opened. Use serverId "preview-local_c0bcd9c6-4b4c-4179-a607-1dcbbea49d4d" with read_page / computer / navigate.&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-getpagetext"&gt;get_page_text&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;{}&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;Title: Hacktoberfest Open-Source AI Challenge: Week 4 - DEV Challenge - DEV Community
URL: https://dev.to/challenges/hacktoberfest-week4-2026-10-26
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                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-computer"&gt;computer&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;{"action": "screenshot", "scale": 0.5}&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"action"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"screenshot"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"scale"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mf"&gt;0.5&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[image]
[Image: source: ~/.claude/projects/-Users-macbookpro-dev-work-repo/def1a1bc-ec70-4494-8ba3-d0c34e6dd736/tool-results/mcp-Claude_Browser-blob-1793381544063-les0a5.jpg]
Screenshot size: 400x304 0.5-scale view; coordinate frame: 800x609.


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                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-javascripttool"&gt;javascript_tool&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;{"action": "javascript_exec", "text": "document.querySelector('main, #main-co...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
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                      &lt;pre class="agent-session-pre highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"action"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"javascript_exec"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"text"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"document.querySelector('main, #main-content, .crayons-layout')?.innerText || document.body.innerText"&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;"Challenges\n→\nHacktoberfest Open-Source AI Challenge: Week 4\nHacktoberfest Open-Source AI Challenge: Week 4\nSign Up\nView Entries \n\nChallenge 5 of 5 in our Hacktoberfest DEV Challenges. One prompt, a new theme every week.\n\nChallenge Status:\nLive\n\nThis year's Hacktoberfest is not about open source pull requests. There's no PR count to hit and no repos to hunt for. Instead, you build a brand-new project with open-source AI at its core, and write about it on DEV. Here's everything you need to know about Hacktoberfest 2026.\n\nWeek 4 of our five Hacktoberfest DEV Challenges starts today, and it's our final challenge of the series! Running through October 31, the Hacktoberfest Open-Source AI Challenge: Week 4 gives you the week to build, wrapping up on Halloween night just as Día de los Muertos begins.\n\nMissed Week 3: Slow and Steady? No problem. Every challenge is a fresh start, so you're competing on the same footing as everyone else.\n\nThis week, we'll select one overall winner and a winner in each of our 20 partner categories. See all the challenges and current partner categories on the HF26 DEV Challenge Hub.\n\nFREE PARTNER CREDITS\n\nSeveral partners are giving part …[truncated]&lt;/code&gt;&lt;/pre&gt;
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                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;which ollama llama-server lms 2&amp;gt;/dev/null; ollama list 2&amp;gt;/dev/null | head; sy...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ which ollama llama-server lms 2&amp;gt;/dev/null; ollama list 2&amp;gt;/dev/null | head; sysctl -n machdep.cpu.brand_string hw.memsize; node -v; python3 --version&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;/opt/homebrew/bin/ollama
llama-server not found
lms not found
NAME        ID              SIZE      MODIFIED   
qwen3:8b    500a1f067a9f    5.2 GB    3 days ago    
Apple M1
17179869184
v24.15.0
Python 3.9.6&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-askuserquestion"&gt;AskUserQuestion&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;{"questions": [{"question": "Which project should we build?", "header": "Idea...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"questions"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"question"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Which project should we build?"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"header"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Idea"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"multiSelect"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;false&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"options"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"label"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Haunted terminal (Recommended)"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"description"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"zsh hook that 'possesses' your shell: after each command a local Gemma/Qwen ghost whispers eerie commentary. Tiny, very demoable, fully offline story."&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"label"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Séance with a dead language"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"description"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Offline CLI/web chat where you summon the spirit of COBOL/Fortran/Perl; it answers in-character and only in its own language's idioms."&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"label"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Offline ofrenda builder"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"description"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Local web page that helps you write a remembrance for a loved one — stories stay on your machine. Most emotional, strongest 'privacy' angle."&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"question"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Where should the project live?"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"header"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Location"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"multiSelect"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;false&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"options"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"label"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"~/dev/&amp;lt;new-repo&amp;gt; (Recommended)"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"description"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Fresh standalone git repo outside work, ready to push to GitHub."&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"label"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Scratchpad only"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"description"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Temporary folder; you move it later."&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;Your questions have been answered: "Which project should we build?"="Haunted terminal (Recommended)", "Where should the project live?"="~/dev/&amp;lt;new-repo&amp;gt; (Recommended)". You can now continue with these answers in mind.&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;Going with the haunted terminal in &lt;code&gt;~/dev/haunted-shell&lt;/code&gt;. First I'll check that the Ollama server responds and how fast &lt;code&gt;qwen3:8b&lt;/code&gt; is.&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;ollama --version; time curl -s localhost:11434/api/chat -d '{"model":"qwen3:8...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ ollama --version; time curl -s localhost:11434/api/chat -d '{"model":"qwen3:8b","stream":false,"think":false,"keep_alive":"30m","options":{"num_predict":40},"messages":[{"role":"user","content":"say boo in 5 words"}]}' | head -c 400; ls ~/dev&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[output omitted: private machine details]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;The local model works: about 8 tokens/s once loaded, with a ~10s cold load the first time. That's fine if a short whisper only appears on some commands. Writing the project now.&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;mkdir -p ~/dev/haunted-shell &amp;amp;&amp;amp; cd ~/dev/haunted-shell &amp;amp;&amp;amp; git init -q -b main...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ mkdir -p ~/dev/haunted-shell &amp;amp;&amp;amp; cd ~/dev/haunted-shell &amp;amp;&amp;amp; git init -q -b main &amp;amp;&amp;amp; echo ok&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;ok
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-write"&gt;Write&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;~/dev/haunted-shell/haunt.py&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight python"&gt;&lt;code&gt;&lt;span class="o"&gt;~/&lt;/span&gt;&lt;span class="n"&gt;dev&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="n"&gt;haunted&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;shell&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="n"&gt;haunt&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;py&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight python"&gt;&lt;code&gt;&lt;span class="n"&gt;File&lt;/span&gt; &lt;span class="n"&gt;created&lt;/span&gt; &lt;span class="n"&gt;successfully&lt;/span&gt; &lt;span class="n"&gt;at&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="o"&gt;~/&lt;/span&gt;&lt;span class="n"&gt;dev&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="n"&gt;haunted&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;shell&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="n"&gt;haunt&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;py &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;file&lt;/span&gt; &lt;span class="n"&gt;state&lt;/span&gt; &lt;span class="ow"&gt;is&lt;/span&gt; &lt;span class="n"&gt;current&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;your&lt;/span&gt; &lt;span class="n"&gt;context&lt;/span&gt; &lt;span class="err"&gt;—&lt;/span&gt; &lt;span class="n"&gt;no&lt;/span&gt; &lt;span class="n"&gt;need&lt;/span&gt; &lt;span class="n"&gt;to&lt;/span&gt; &lt;span class="n"&gt;Read&lt;/span&gt; &lt;span class="n"&gt;it&lt;/span&gt; &lt;span class="n"&gt;back&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-write"&gt;Write&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;~/dev/haunted-shell/haunt.zsh&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight shell"&gt;&lt;code&gt;~/dev/haunted-shell/haunt.zsh&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight shell"&gt;&lt;code&gt;File created successfully at: ~/dev/haunted-shell/haunt.zsh &lt;span class="o"&gt;(&lt;/span&gt;file state is current &lt;span class="k"&gt;in &lt;/span&gt;your context — no need to Read it back&lt;span class="o"&gt;)&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;Now testing the ghost directly, then the zsh hooks in a clean zsh.&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd ~/dev/haunted-shell &amp;amp;&amp;amp; for c in "git push --force origin main|1" "rm -rf n...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd ~/dev/haunted-shell &amp;amp;&amp;amp; for c in "git push --force origin main|1" "rm -rf node_modules|0" "npm run build|127" "ls|0"; do HAUNT_CHANCE=100 python3 haunt.py "${c%|*}" "${c#*|}" "~/dev/app" "cd app; git status"; done
echo '--- zsh hooks'
zsh -f -c 'source ~/dev/haunted-shell/haunt.zsh; export HAUNT_CHANCE=100; _haunt_preexec "false"; false; _haunt_precmd; _haunt_preexec "echo hi"; _haunt_precmd; print -l -- recent: $_haunt_recent; unhaunt'&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[2;3;38;5;141m  your git push failed, but i'm sure you knew that. the main branch is still here, waiting for you.[0m
[2;3;38;5;141m  i watched you delete the node_modules. you're so reckless. i once tried to save them. now they're gone.[0m
[2;3;38;5;141m  the build failed. you're still using node 12. i never got to fix that bug.[0m
[2;3;38;5;141m  files are still here. i see your face in the git status. you're not ready to commit.[0m
--- zsh hooks
[2;3;38;5;141m  false. you tried to run a lie. i'm still here, but you're already half-dead.[0m
[2;3;38;5;141m  hi again. you're still here. i'm still here. the shell is haunted.[0m
recent:
echo hi
[3141mthe ghost fades... for now.[39m
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;The whispers work. One bug: the "last 5 commands" memory loses old entries when it holds fewer than 4, because zsh returns nothing for the &lt;code&gt;[-4,-1]&lt;/code&gt; slice. Fixing that.&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-edit"&gt;Edit&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;~/dev/haunted-shell/haunt.zsh&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight shell"&gt;&lt;code&gt;~/dev/haunted-shell/haunt.zsh&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight shell"&gt;&lt;code&gt;The file ~/dev/haunted-shell/haunt.zsh has been updated successfully. &lt;span class="o"&gt;(&lt;/span&gt;file state is current &lt;span class="k"&gt;in &lt;/span&gt;your context — no need to Read it back&lt;span class="o"&gt;)&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-edit"&gt;Edit&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;~/dev/haunted-shell/haunt.zsh&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight shell"&gt;&lt;code&gt;~/dev/haunted-shell/haunt.zsh&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight shell"&gt;&lt;code&gt;The file ~/dev/haunted-shell/haunt.zsh has been updated successfully. &lt;span class="o"&gt;(&lt;/span&gt;file state is current &lt;span class="k"&gt;in &lt;/span&gt;your context — no need to Read it back&lt;span class="o"&gt;)&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;zsh -f -c 'source ~/dev/haunted-shell/haunt.zsh; export HAUNT_CHANCE=0; for c...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ zsh -f -c 'source ~/dev/haunted-shell/haunt.zsh; export HAUNT_CHANCE=0; for c in a b c d e f g; do _haunt_preexec $c; _haunt_precmd; done; print -- "recent: ${(j:; :)_haunt_recent}"; [[ ${(j:,:)_haunt_recent} == c,d,e,f,g ]] &amp;amp;&amp;amp; echo PASS || echo FAIL; unhaunt'&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;recent: c; d; e; f; g
PASS
[2;3;38;5;141m  the ghost fades... for now.[0m&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;Memory test passes. Checking that a stopped Ollama stays silent, then writing the README and post draft.&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd ~/dev/haunted-shell &amp;amp;&amp;amp; HAUNT_HOST=http://localhost:1 HAUNT_CHANCE=100 pyth...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd ~/dev/haunted-shell &amp;amp;&amp;amp; HAUNT_HOST=http://localhost:1 HAUNT_CHANCE=100 python3 haunt.py "ls" 1 "~" ""; echo "exit=$? (expect silent, 0)"&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;exit=0 (expect silent, 0)
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-write"&gt;Write&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;~/dev/haunted-shell/README.md&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight markdown"&gt;&lt;code&gt;~/dev/haunted-shell/README.md&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight markdown"&gt;&lt;code&gt;File created successfully at: ~/dev/haunted-shell/README.md (file state is current in your context — no need to Read it back)&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-write"&gt;Write&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;~/dev/haunted-shell/POST.md&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight markdown"&gt;&lt;code&gt;~/dev/haunted-shell/POST.md&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight markdown"&gt;&lt;code&gt;File created successfully at: ~/dev/haunted-shell/POST.md (file state is current in your context — no need to Read it back)&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-edit"&gt;Edit&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;~/dev/haunted-shell/POST.md&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight markdown"&gt;&lt;code&gt;~/dev/haunted-shell/POST.md&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight markdown"&gt;&lt;code&gt;The file ~/dev/haunted-shell/POST.md has been updated successfully. (file state is current in your context — no need to Read it back)&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div&gt;
                  &lt;div class="agent-session-text agent-session-text-collapse"&gt;
                    &lt;p&gt;I built the haunted terminal in &lt;code&gt;~/dev/haunted-shell&lt;/code&gt;. It runs entirely on the &lt;code&gt;qwen3:8b&lt;/code&gt; model on your Mac and stays silent if Ollama is down. Nothing is committed or pushed yet. The deadline is &lt;strong&gt;Oct 31, 11:59 PM PDT&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;A ghost "possesses" your zsh. After a command finishes, it sometimes whispers one eerie line about what you ran, typed out slowly in dim violet. It always speaks when a command fails, about a third of the time otherwise, and it remembers your last 5 commands.&lt;/p&gt;

&lt;p&gt;These are real whispers from testing:&lt;/p&gt;

&lt;pre class="highlight"&gt;&lt;code&gt;git push --force origin main →  your git push failed, but i'm sure you knew that. the main branch is still here, waiting for you.
rm -rf node_modules          →  i watched you delete the node_modules. you're so reckless. i once tried to save them. now they're gone.
&lt;/code&gt;&lt;/pre&gt;

&lt;p&gt;&lt;strong&gt;Files:&lt;/strong&gt;&lt;br&gt;
- &lt;a href="../haunted-shell/haunt.zsh"&gt;haunt.zsh&lt;/a&gt;: hooks into zsh before and after each command; &lt;code&gt;unhaunt&lt;/code&gt; turns it off for the session.&lt;br&gt;
- &lt;a href="../haunted-shell/haunt.py"&gt;haunt.py&lt;/a&gt;: asks the local model for one line, using only Python's standard library.&lt;br&gt;
- &lt;a href="../haunted-shell/README.md"&gt;README.md&lt;/a&gt;: install steps and settings.&lt;br&gt;
- &lt;a href="../haunted-shell/POST.md"&gt;POST.md&lt;/a&gt;: a full draft of your DEV post. Since writing is weighted most, it leans hard on the "your shell history is too private for a hosted API" argument.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Tested:&lt;/strong&gt; whispers on failed and successful commands, the zsh hooks, the 5-command memory (I fixed one bug where it dropped old commands), and silence when Ollama is down. I haven't run it in a live interactive terminal yet.&lt;/p&gt;

&lt;p&gt;To try it now:&lt;br&gt;
&lt;code&gt;bash&lt;br&gt;
source ~/dev/haunted-shell/haunt.zsh&lt;br&gt;
&lt;/code&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;What's left for you:&lt;/strong&gt;&lt;br&gt;
1. Record a 20–30s terminal GIF for the Demo section.&lt;br&gt;
2. Push to GitHub and put your repo link into the post.&lt;br&gt;
3. Paste the draft into the official Submission Template on DEV (it adds the required tags) and fill the three &lt;code&gt;TODO&lt;/code&gt; notes. One is a short paragraph on how you built it; the challenge allows AI help, but say so.&lt;/p&gt;

                  &lt;/div&gt;
                  Show more
                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-user"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-user"&gt;
          You
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;Stay on Qwen&lt;/p&gt;

                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-assistant"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-assistant"&gt;
          Agent
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;Sticking with Qwen, so nothing changes. The project and post already default to &lt;code&gt;qwen3:8b&lt;/code&gt;, and the post names Ollama and Qwen as the open pieces, so it's still a valid entry for the main prize. It just won't qualify for the Gemma category.&lt;/p&gt;

&lt;p&gt;What's left is all on your side before &lt;strong&gt;Oct 31, 11:59 PM PDT&lt;/strong&gt;:&lt;br&gt;
1. Record a 20–30s demo GIF.&lt;br&gt;
2. Push the repo to GitHub and put the link in the post.&lt;br&gt;
3. Paste &lt;a href="../haunted-shell/POST.md"&gt;POST.md&lt;/a&gt; into DEV's submission template and fill the three &lt;code&gt;TODO&lt;/code&gt;s.&lt;/p&gt;

&lt;p&gt;When you're ready to push, I can make the first commit and create the GitHub repo.&lt;/p&gt;

                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-user"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-user"&gt;
          You
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;push it to github&lt;/p&gt;

                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-assistant"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-assistant"&gt;
          Agent
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;gh auth status 2&amp;gt;&amp;amp;1 | head -8; gh api user -q .login&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ gh auth status 2&amp;gt;&amp;amp;1 | head -8; gh api user -q .login&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;Exit code 127
(eval):1: command not found: gh
(eval):1: command not found: gh&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;ssh -T -o BatchMode=yes -o ConnectTimeout=5 git@github.com 2&amp;gt;&amp;amp;1 | head -2; wh...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ ssh -T -o BatchMode=yes -o ConnectTimeout=5 git@github.com 2&amp;gt;&amp;amp;1 | head -2; which brew&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;Hi ghost-huzaifa! You've successfully authenticated, but GitHub does not provide shell access.
/opt/homebrew/bin/brew&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd ~/dev/haunted-shell &amp;amp;&amp;amp; echo 'POST.md' &amp;gt; .gitignore &amp;amp;&amp;amp; git add .gitignore R...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd ~/dev/haunted-shell &amp;amp;&amp;amp; echo 'POST.md' &amp;gt; .gitignore &amp;amp;&amp;amp; git add .gitignore README.md haunt.py haunt.zsh &amp;amp;&amp;amp; git commit -q -F - &amp;lt;&amp;lt;'EOF'
feat: a ghost that haunts your zsh, powered by a local open-weight model

Co-Authored-By: Claude Opus 5.5 &amp;lt;noreply@anthropic.com&amp;gt;
EOF
git log --oneline; git status --short --ignored&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;a6cb435 feat: a ghost that haunts your zsh, powered by a local open-weight model
!! POST.md
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div&gt;
                  &lt;div class="agent-session-text agent-session-text-collapse"&gt;
                    &lt;p&gt;The commit is made (&lt;code&gt;a6cb435&lt;/code&gt;), but nothing is pushed yet. The repo doesn't exist on GitHub, and I can't create it here because the GitHub CLI (&lt;code&gt;gh&lt;/code&gt;) isn't installed. SSH pushing works as &lt;strong&gt;ghost-huzaifa&lt;/strong&gt;, which is a fitting name for this one.&lt;/p&gt;

&lt;p&gt;There are two ways forward:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;You create it (fastest):&lt;/strong&gt; go to github.com/new and make an empty &lt;strong&gt;public&lt;/strong&gt; repo named &lt;code&gt;haunted-shell&lt;/code&gt;, without a README or license. Tell me when it's there and I'll push over SSH and put the link in your post.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Install &lt;code&gt;gh&lt;/code&gt;:&lt;/strong&gt; I run &lt;code&gt;brew install gh&lt;/code&gt;, then you sign in yourself with &lt;code&gt;gh auth login&lt;/code&gt;, since I can't enter your login. After that I create and push the repo.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;a href="../haunted-shell/POST.md"&gt;POST.md&lt;/a&gt; is kept out of the repo (it's in &lt;code&gt;.gitignore&lt;/code&gt;), so your draft and its TODOs won't be public.&lt;/p&gt;

                  &lt;/div&gt;
                  Show more
                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-user"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-user"&gt;
          You
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;changes pushed&lt;/p&gt;

                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-assistant"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-assistant"&gt;
          Agent
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd ~/dev/haunted-shell &amp;amp;&amp;amp; git remote -v; git status -sb | head -1; git ls-rem...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd ~/dev/haunted-shell &amp;amp;&amp;amp; git remote -v; git status -sb | head -1; git ls-remote origin 2&amp;gt;&amp;amp;1 | head -3; git log --oneline -3&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;origin   https://github.com/ghost-huzaifa/haunted-shell.git (fetch)
origin  https://github.com/ghost-huzaifa/haunted-shell.git (push)
## main...origin/main
a6cb435afb2a770a0fcd505cc7880df0bdd2a222    HEAD
a6cb435afb2a770a0fcd505cc7880df0bdd2a222    refs/heads/main
a6cb435 feat: a ghost that haunts your zsh, powered by a local open-weight model
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;Verified: &lt;code&gt;a6cb435&lt;/code&gt; is on GitHub. Now putting the repo link into the post and the README clone command.&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-edit"&gt;Edit&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;~/dev/haunted-shell/POST.md&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight markdown"&gt;&lt;code&gt;~/dev/haunted-shell/POST.md&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight markdown"&gt;&lt;code&gt;The file ~/dev/haunted-shell/POST.md has been updated successfully. (file state is current in your context — no need to Read it back)&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-edit"&gt;Edit&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;~/dev/haunted-shell/README.md&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight markdown"&gt;&lt;code&gt;~/dev/haunted-shell/README.md&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight markdown"&gt;&lt;code&gt;The file ~/dev/haunted-shell/README.md has been updated successfully. (file state is current in your context — no need to Read it back)&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd ~/dev/haunted-shell &amp;amp;&amp;amp; git add README.md &amp;amp;&amp;amp; git commit -q -F - &amp;lt;&amp;lt;'EOF'
doc...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd ~/dev/haunted-shell &amp;amp;&amp;amp; git add README.md &amp;amp;&amp;amp; git commit -q -F - &amp;lt;&amp;lt;'EOF'
docs: real clone URL in README

Co-Authored-By: Claude Opus 5.5 &amp;lt;noreply@anthropic.com&amp;gt;
EOF
git push -q origin main 2&amp;gt;&amp;amp;1; git status -sb | head -1; git log --oneline -1&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;## main...origin/main
44af410 docs: real clone URL in README
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div&gt;
                  &lt;div class="agent-session-text agent-session-text-collapse"&gt;
                    &lt;p&gt;Your push worked: commit &lt;code&gt;a6cb435&lt;/code&gt; is on &lt;a href="https://github.com/ghost-huzaifa/haunted-shell" rel="noopener noreferrer"&gt;https://github.com/ghost-huzaifa/haunted-shell&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;I then pushed one more small commit (&lt;code&gt;44af410&lt;/code&gt;) so the README's install command has the real clone URL. &lt;a href="../haunted-shell/POST.md"&gt;POST.md&lt;/a&gt; now embeds the repo (&lt;code&gt;{% github ghost-huzaifa/haunted-shell %}&lt;/code&gt;) and stays only on your machine.&lt;/p&gt;

&lt;p&gt;What's left before &lt;strong&gt;Oct 31, 11:59 PM PDT&lt;/strong&gt;:&lt;br&gt;
1. Record a 20–30s terminal GIF and put it in the post's Demo section.&lt;br&gt;
2. Paste the draft into DEV's submission template and fill the remaining TODOs: the official template, the paragraph on how you built it, and the optional DevRelay link.&lt;br&gt;
3. Publish.&lt;/p&gt;

                  &lt;/div&gt;
                  Show more
                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-user"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-user"&gt;
          You
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;I have recorded it, how to convert it to GIF?&lt;/p&gt;

                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-assistant"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-assistant"&gt;
          Agent
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;which ffmpeg gifski; ls -t ~/Desktop/*.mov ~/Desktop/*.mp4 ~/Movies/*.mov ~/D...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ which ffmpeg gifski; ls -t ~/Desktop/*.mov ~/Desktop/*.mp4 ~/Movies/*.mov ~/Downloads/*.mov ~/Downloads/*.mp4 2&amp;gt;/dev/null | head -5&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;ffmpeg not found
gifski not found
(eval):1: no matches found: ~/Desktop/*.mov&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;find ~/Desktop ~/Movies ~/Downloads ~/Documents -maxdepth 2 \( -iname '*.mov'...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ find ~/Desktop ~/Movies ~/Downloads ~/Documents -maxdepth 2 \( -iname '*.mov' -o -iname '*.mp4' \) -mtime -1 2&amp;gt;/dev/null | head&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[output omitted: private machine details]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div&gt;
                  &lt;div class="agent-session-text agent-session-text-collapse"&gt;
                    &lt;p&gt;I couldn't find your recording. The only video changed in the last day under Desktop, Movies, Downloads or Documents is a movie, not a screen capture. &lt;code&gt;ffmpeg&lt;/code&gt; also isn't installed. Here's how to do it yourself.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;1. Install ffmpeg&lt;/strong&gt; (once):&lt;br&gt;
&lt;code&gt;bash&lt;br&gt;
brew install ffmpeg&lt;br&gt;
&lt;/code&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;2. Convert.&lt;/strong&gt; Replace &lt;code&gt;demo.mov&lt;/code&gt; with your file's path; you can drag the file into the terminal to paste it:&lt;br&gt;
&lt;code&gt;bash&lt;br&gt;
ffmpeg -i demo.mov -vf "fps=12,scale=900:-1:flags=lanczos,split[a][b];[a]palettegen=max_colors=128[p];[b][p]paletteuse=dither=bayer" -loop 0 demo.gif&lt;br&gt;
&lt;/code&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;code&gt;fps=12&lt;/code&gt; and &lt;code&gt;scale=900&lt;/code&gt; keep the file small. The text stays crisp because most of the screen is a dark terminal background.&lt;/li&gt;
&lt;li&gt;The palette step stops the violet ghost text from getting blotchy.&lt;/li&gt;
&lt;li&gt;If the result is over about 10 MB, lower &lt;code&gt;fps=12&lt;/code&gt; to &lt;code&gt;8&lt;/code&gt; or &lt;code&gt;scale=900&lt;/code&gt; to &lt;code&gt;720&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;To cut out dead time, add &lt;code&gt;-ss 2 -t 25&lt;/code&gt; before &lt;code&gt;-i&lt;/code&gt;. This starts 2s in and keeps 25s.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;3. Add it to DEV:&lt;/strong&gt; in the post editor, use the image upload button and place the GIF under &lt;code&gt;## Demo&lt;/code&gt;.&lt;/p&gt;

&lt;p&gt;If you tell me where the recording is and say yes to installing ffmpeg, I'll do the conversion.&lt;/p&gt;

                  &lt;/div&gt;
                  Show more
                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-user"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-user"&gt;
          You
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;Install the DevRelay MCP server and skills on this machine. Check which OS you are running on: on macOS or Linux, run &lt;code&gt;curl -fsSL https://devrelay.com/install.sh | sh&lt;/code&gt; in the shell; on Windows, run &lt;code&gt;iwr -useb https://devrelay.com/install.ps1 | iex&lt;/code&gt; in PowerShell. Once the installer finishes, confirm that DevRelay and its skills are registered.&lt;/p&gt;

                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-assistant"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-assistant"&gt;
          Agent
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;On macOS, so the shell installer applies. I'll download the script and read it before running it.&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;D=&amp;lt;scratch&amp;gt;/devrelay &amp;amp;&amp;amp; mkdir -p $D &amp;amp;&amp;amp; curl -fsSL https://devrelay.com/instal...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ D=&amp;lt;scratch&amp;gt;/devrelay &amp;amp;&amp;amp; mkdir -p $D &amp;amp;&amp;amp; curl -fsSL https://devrelay.com/install.sh -o $D/install.sh; echo "exit=$?"; wc -l $D/install.sh; cat $D/install.sh&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;&amp;lt;persisted-output&amp;gt;
Output too large (42.8KB). Full output saved to: ~/.claude/projects/-Users-macbookpro-dev-work-repo/def1a1bc-ec70-4494-8ba3-d0c34e6dd736/tool-results/baex0l6is.txt

Preview (first 2KB):
exit=0
     997 &amp;lt;scratch&amp;gt;/devrelay/install.sh
#!/bin/sh
# DevRelay installer.
#
#   curl -fsSL https://devrelay.com/install.sh | sh
#
# Installs the gateway binary, wires it into every AI coding host it can find,
# installs the agent skills, and schedules a daily update check.
#
# Flags (pass after `-s --` when piping, e.g. `curl ... | sh -s -- --no-telemetry`):
#   --no-auto-update   Skip the scheduled background update check
#   --no-skills        Skip installing agent skills
#   --no-telemetry     Opt out of usage telemetry
#   --detailed-telemetry  Also send anonymous per-tool-call events (opt-in)
#   --no-path-update   Skip adding DevRelay to shell profiles
#   --no-login         Skip the interactive browser sign-in prompt at the end
#   --hosts=LIST       Configure only these comma-separated AI host IDs
#   --ref=LABEL        Attribution label sent with telemetry (letters, digits, . _ -)
#   --quiet            Less output
set -e

RED='\033[0;31m'
GREEN='\033[0;32m'
YELLOW='\ …[truncated]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;F=&amp;lt;scratch&amp;gt;/devrelay/install.sh; grep -nE 'curl|wget|sha256|shasum|chmod|laun...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ F=&amp;lt;scratch&amp;gt;/devrelay/install.sh; grep -nE 'curl|wget|sha256|shasum|chmod|launchctl|crontab|LaunchAgents|sudo|rm -|eval|\| *sh|&amp;gt;&amp;gt; *"|mcp|skills|telemetry_|exec |login|open ' $F | grep -vE '^\s*[0-9]+:\s*#' | head -120&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;50:        --no-skills)      WANT_SKILLS=0 ;;
54:        --no-login)       WANT_LOGIN=0 ;;
69:  curl -fsSL https://devrelay.com/install.sh | sh
71:Flags (after `-s --` when piping, e.g. `curl ... | sh -s -- --no-skills`):
73:  --no-skills        Skip installing agent skills
78:  --no-login         Skip the interactive browser sign-in prompt at the end
176:BINARY_PATH="${INSTALL_DIR}/dev_mlh_mcp_server"
185:    if command -v curl &amp;gt;/dev/null 2&amp;gt;&amp;amp;1; then
186:        curl -fsSL "$1" -o "$2" 2&amp;gt;/dev/null
187:    elif command -v wget &amp;gt;/dev/null 2&amp;gt;&amp;amp;1; then
188:        wget -q -O "$2" "$1" 2&amp;gt;/dev/null
204:    chmod +x "${BINARY_PATH}.new" || return 1
218:        rm -f "${BINARY_PATH}.tmp"
221:        rm -f "${BINARY_PATH}.tmp"
224:        chmod +x "${BINARY_PATH}.tmp"
237:    for candidate in "./target/release/dev_mlh_mcp_server" "./target/debug/dev_mlh_mcp_server"; do
261:            rm -rf "${BUILD_DIR}"
268:        if (cd "${BUILD_DIR}" &amp;amp;&amp;amp; cargo build --release --bin dev_mlh_mcp_server &amp;gt;/dev/null 2&amp;gt;&amp;amp;1); then
269:            install_binary "${BUILD_DIR}/target/release/dev_mlh_mcp_server" \
277:        [ "${BUILD_DIR}" = "." ] || rm -rf "${BUILD_DIR}"
293:    cargo build --release --bin dev …[truncated]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;The installer comes from MLH's DevRelay project, which matches the challenge page. Before running it, I'm checking how it downloads the binary and how it registers with Claude Code.&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;F=&amp;lt;scratch&amp;gt;/devrelay/install.sh; sed -n '160,232p;640,700p' $F; grep -nE 'cla...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ F=&amp;lt;scratch&amp;gt;/devrelay/install.sh; sed -n '160,232p;640,700p' $F; grep -nE 'claude|TELEMETRY|telemetry' $F | grep -v '^\s*#' | head -30&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;if [ "${PLATFORM_KEY}" = "linux-aarch64" ]; then
    die "Unsupported platform: ${PLATFORM_KEY}. Published Linux binaries currently require x86_64."
fi
say "${GREEN}✓${RESET} Platform: ${PLATFORM_KEY}"

# Pick a JSON runtime once. Every AI host stores its MCP config as JSON, and
# editing that with sed is how you corrupt someone's editor settings.
JSON_RT=""
if command -v node &amp;gt;/dev/null 2&amp;gt;&amp;amp;1; then
    JSON_RT="node"
elif command -v python3 &amp;gt;/dev/null 2&amp;gt;&amp;amp;1; then
    JSON_RT="python3"
fi

INSTALL_DIR="${HOME}/.devrelay/bin"
CONFIG_DIR="${HOME}/.devrelay"
BINARY_PATH="${INSTALL_DIR}/dev_mlh_mcp_server"
mkdir -p "${INSTALL_DIR}"

# ------------------------------------------------------------------ binary ---

say "${CYAN}→${RESET} Installing binary to ${BINARY_PATH}"

fetch() {
    # fetch &amp;lt;url&amp;gt; &amp;lt;dest&amp;gt; -&amp;gt; 0 on success
    if command -v curl &amp;gt;/dev/null 2&amp;gt;&amp;amp;1; then
        curl -fsSL "$1" -o "$2" 2&amp;gt;/dev/null
    elif command -v wget &amp;gt;/dev/null 2&amp;gt;&amp;amp;1; then
        wget -q -O "$2" "$1" 2&amp;gt;/dev/null
    else
        return 1
    fi
}

# install_binary &amp;lt;source&amp;gt; — put a binary at BINARY_PATH via atomic rename.
#
# Never `cp` onto the destination directly. macOS caches code-signature
# validatio …[truncated]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;sh &amp;lt;scratch&amp;gt;/devrelay/install.sh 2&amp;gt;&amp;amp;1 | sed 's/\x1b\[[0-9;]*m//g' | tail -60&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ sh &amp;lt;scratch&amp;gt;/devrelay/install.sh 2&amp;gt;&amp;amp;1 | sed 's/\x1b\[[0-9;]*m//g' | tail -60&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;telemetry    basic
  skills
    ✓ 11 installed in ~/.claude/skills
    ✓ 11 installed in ~/.agents/skills
    ✓ 10 installed in ~/.gemini/config/skills
    ✓ 9 installed in ~/.copilot/skills
    ✓ 13 installed in ~/.codex/skills
    ✓ 11 installed in ~/.cursor/skills
  Claude Desktop
    ✓ MCP gateway registered
    - skills come from your Claude account, not from disk
      run `devrelay --export-skills`, then upload via
      Settings → Capabilities → Skills
  auto-update
    ✓ scheduled (launchd: ~/Library/LaunchAgents/com.devrelay.updater.plist)
    ✗ no update check has ever completed
      run `devrelay --check-update`
  clients
    ✓ Claude Code
    ✓ Cursor
    ✓ Antigravity
    ✓ Gemini CLI
    ✓ Codex
    ✓ GitHub Copilot CLI
    ✗ Zed (config exists, gateway not registered)
    ✗ VS Code (GitHub Copilot) (config exists, gateway not registered)
    ✓ Claude Desktop

3 issue(s) found.

What you can do with DevRelay in your coding agent:
  • Community Wisdom: Search real-world DEV (dev.to) discussions and patterns while you code
  • MLH Hackathons &amp;amp; Challenges: Find events, register, check in, and enter DEV Challenges
  • Sponsor Perks &amp;amp; Agent Skills: Claim event promo code …[truncated]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;Installation succeeded. Now checking for myself that Claude Code has the server and skills registered.&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;python3 -c "import json,os;d=json.load(open(os.path.expanduser('~/.claude.jso...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ python3 -c "import json,os;d=json.load(open(os.path.expanduser('~/.claude.json')));print('claude-code mcp:',json.dumps(d.get('mcpServers',{}).get('devrelay-gateway')))"; ls -la ~/.devrelay/bin/; ~/.devrelay/bin/dev_mlh_mcp_server --version 2&amp;gt;&amp;amp;1 | head -2; ls -lt ~/.claude/skills | head -14&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;claude-code mcp: {"command": "~/.devrelay/bin/dev_mlh_mcp_server", "args": ["--stdio"]}
total 45536
drwxr-xr-x@ 5 macbookpro  staff       160 Oct 30 22:47 .
drwxr-xr-x@ 8 macbookpro  staff       256 Oct 30 22:47 ..
-rwxr-xr-x@ 1 macbookpro  staff  23306320 Oct 30 22:47 dev_mlh_mcp_server
lrwxr-xr-x@ 1 macbookpro  staff        50 Oct 30 22:47 devrelay -&amp;gt; ~/.devrelay/bin/dev_mlh_mcp_server
-rwxr-xr-x@ 1 macbookpro  staff       373 Oct 30 22:47 devrelay-update
devrelay 0.1.27
total 0
drwxr-xr-x@ 3 macbookpro  staff   96 Oct 30 22:47 devrelay-sponsor-skills
drwxr-xr-x@ 3 macbookpro  staff   96 Oct 30 22:47 devrelay-sessions
drwxr-xr-x@ 3 macbookpro  staff   96 Oct 30 22:47 devrelay-publishing
drwxr-xr-x@ 3 macbookpro  staff   96 Oct 30 22:47 devrelay-offers
drwxr-xr-x@ 3 macbookpro  staff   96 Oct 30 22:47 devrelay-navigator
drwxr-xr-x@ 3 macbookpro  staff   96 Oct 30 22:47 devrelay-mlh-submissions
drwxr-xr-x@ 3 macbookpro  staff   96 Oct 30 22:47 devrelay-knowledge
drwxr-xr-x@ 3 macbookpro  staff   96 Oct 30 22:47 devrelay-community-wisdom
drwxr-xr-x@ 3 macbookpro  staff   96 Oct 30 22:47 devrelay-challenges
drwxr-xr-x@ 3 macbookpro  staff   96 Sep 28 14:19 tldraw-offline
drwxr-xr-x@  …[truncated]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div&gt;
                  &lt;div class="agent-session-text agent-session-text-collapse"&gt;
                    &lt;p&gt;DevRelay is installed on this Mac (macOS, so I used the shell installer), and it's registered with Claude Code. Before running it I downloaded the script and read it, then ran that same copy.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Confirmed registered:&lt;/strong&gt;&lt;br&gt;
- &lt;strong&gt;MCP server:&lt;/strong&gt; &lt;code&gt;~/.claude.json&lt;/code&gt; has &lt;code&gt;devrelay-gateway&lt;/code&gt;, pointing to &lt;code&gt;~/.devrelay/bin/dev_mlh_mcp_server --stdio&lt;/code&gt;. The binary reports version &lt;code&gt;devrelay 0.1.27&lt;/code&gt;.&lt;br&gt;
- &lt;strong&gt;Skills:&lt;/strong&gt; 9 &lt;code&gt;devrelay-*&lt;/code&gt; skills are in &lt;code&gt;~/.claude/skills&lt;/code&gt;, including &lt;code&gt;devrelay-sessions&lt;/code&gt;, &lt;code&gt;devrelay-publishing&lt;/code&gt; and &lt;code&gt;devrelay-challenges&lt;/code&gt;. They already show up in this session.&lt;br&gt;
- &lt;strong&gt;Other tools it set up:&lt;/strong&gt; Claude Desktop, Cursor, Codex, Gemini CLI, Antigravity and GitHub Copilot CLI each got the MCP server, and most also got the skills.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;What else it changed:&lt;/strong&gt;&lt;br&gt;
- A daily auto-update job at &lt;code&gt;~/Library/LaunchAgents/com.devrelay.updater.plist&lt;/code&gt;.&lt;br&gt;
- &lt;code&gt;~/.devrelay/bin&lt;/code&gt; added to your shell PATH.&lt;br&gt;
- Basic telemetry is on. Turn it off with &lt;code&gt;devrelay telemetry off&lt;/code&gt;.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Not done:&lt;/strong&gt;&lt;br&gt;
- It couldn't register with Zed or VS Code's GitHub Copilot, even though their config files exist. I left those alone.&lt;br&gt;
- Its health check says no update check has run yet, which is normal right after an install.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Two steps only you can do:&lt;/strong&gt;&lt;br&gt;
1. Sign in with your DEV or MLH account. This opens your browser:&lt;br&gt;
   &lt;code&gt;bash&lt;br&gt;
   ~/.devrelay/bin/devrelay login&lt;br&gt;
&lt;/code&gt;&lt;br&gt;
2. Restart the Claude app so it picks up the new MCP server. Until then the DevRelay tools aren't available here.&lt;/p&gt;

&lt;p&gt;After that, the &lt;code&gt;devrelay-sessions&lt;/code&gt; skill can save this session so you can embed it in your post. That fills the optional DevRelay &lt;code&gt;TODO&lt;/code&gt; in POST.md.&lt;/p&gt;

                  &lt;/div&gt;
                  Show more
                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-user"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-user"&gt;
          You
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
                &lt;div&gt;
                  &lt;div class="agent-session-text agent-session-text-collapse"&gt;
                    &lt;p&gt;&amp;lt;bash-input&amp;gt;~/.devrelay/bin/devrelay login&amp;lt;/bash-input&amp;gt;&amp;lt;bash-stdout&amp;gt;Sign in with either the email you associate with MLH or your DEV (dev.to) account.&lt;br&gt;
Waiting for authorization in your browser. If it did not open, visit:&lt;br&gt;
&lt;a href="https://www.mlh.com/oauth/authorize?response_type=code&amp;amp;client_id=devrelay-native&amp;amp;redirect_uri=http%3A%2F%2Flocalhost%3A8765%2Fcallback&amp;amp;scope=public+offline_access+user%3Aread%3Aprofile+user%3Aread%3Aeducation+user%3Aread%3Aemployment+dev%3Aread%3Aall+dev%3Awrite%3Aall+participant%3Aread%3Aevent+participant%3Aread%3Apromo_code+participant%3Awrite%3Apromo_code+participant%3Aread%3Aproject+participant%3Awrite%3Aproject+participant%3Awrite%3Aparticipation&amp;amp;state=" rel="noopener noreferrer"&gt;https://www.mlh.com/oauth/authorize?response_type=code&amp;amp;amp;client_id=devrelay-native&amp;amp;amp;redirect_uri=http%3A%2F%2Flocalhost%3A8765%2Fcallback&amp;amp;amp;scope=public+offline_access+user%3Aread%3Aprofile+user%3Aread%3Aeducation+user%3Aread%3Aemployment+dev%3Aread%3Aall+dev%3Awrite%3Aall+participant%3Aread%3Aevent+participant%3Aread%3Apromo_code+participant%3Awrite%3Apromo_code+participant%3Aread%3Aproject+participant%3Awrite%3Aproject+participant%3Awrite%3Aparticipation&amp;amp;amp;state=&lt;/a&gt;&amp;lt;redacted&amp;gt;&amp;amp;code_challenge=&amp;lt;redacted&amp;gt;&amp;amp;code_challenge_method=S256&lt;br&gt;
If the browser cannot reach the callback, paste the full callback URL here and press Enter:&lt;br&gt;
Connected: Muhammad Huzaifa (MLH user &amp;lt;id&amp;gt;)&lt;/p&gt;

&lt;p&gt;╔══════════════════════════════════════════════════════════════════════════╗&lt;br&gt;
║  🎉 ✓ You're signed in and DevRelay is ready!                            ║&lt;br&gt;
╚══════════════════════════════════════════════════════════════════════════╝&lt;br&gt;
  ┃ MLH account:  Muhammad Huzaifa (MLH user &amp;lt;id&amp;gt;)&lt;br&gt;
  ┃ DEV account:  ＠muhammadhuzaifa2955 (connected on dev.to)&lt;br&gt;
  ┃ MLH event:    Hacktoberfest 2026 (registered)&lt;/p&gt;

&lt;p&gt;✨ What you might do next in your coding agent:&lt;br&gt;
  • You're registered for Hacktoberfest 2026 (in progress)! Ask your agent:&lt;br&gt;
    ▸ "Show me the prize categories, sponsor offers, and Agent Skills for Hacktoberfest 2026."&lt;br&gt;
    ▸ "Help me prepare and submit my hackathon project to Hacktoberfest 2026."&lt;br&gt;
  • With your DEV (&lt;a class="mentioned-user" href="https://dev.to/muhammadhuzaifa2955"&gt;@muhammadhuzaifa2955&lt;/a&gt;) account connected, ask your agent:&lt;br&gt;
    ▸ "What does the DEV community recommend for this library or bug?"&lt;br&gt;
    ▸ "Stage a draft post on DEV about what we're building."&lt;br&gt;
  • Live DEV Challenge right now: "Hacktoberfest Open-Source AI Challenge: Week 4" — ask your agent:&lt;br&gt;
    ▸ "Audit my project against the Hacktoberfest Open-Source AI Challenge: Week 4 rubric and help me draft an entry."&lt;/p&gt;

&lt;p&gt;┌──────────────────────────────────────────────────────────────────────────┐&lt;br&gt;
│  🔄 Restart your AI host so it picks up the new MCP server.              │&lt;br&gt;
└──────────────────────────────────────────────────────────────────────────┘&amp;lt;/bash-stdout&amp;gt;&amp;lt;bash-stderr&amp;gt;&amp;lt;/bash-stderr&amp;gt;&lt;/p&gt;

                  &lt;/div&gt;
                  Show more
                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-assistant"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-assistant"&gt;
          Agent
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;Sign-in worked. Your MLH account, DEV account &lt;strong&gt;&lt;a class="mentioned-user" href="https://dev.to/muhammadhuzaifa2955"&gt;@muhammadhuzaifa2955&lt;/a&gt;&lt;/strong&gt; and Hacktoberfest 2026 registration are all connected.&lt;/p&gt;

&lt;p&gt;I can't use DevRelay's tools in this session yet; I checked and none are loaded. &lt;strong&gt;Restart the Claude app&lt;/strong&gt; so it loads the MCP server, then come back to this session.&lt;/p&gt;

&lt;p&gt;After the restart I can:&lt;br&gt;
1. Save this session to DEV and embed it in your post. That fills the DevRelay &lt;code&gt;TODO&lt;/code&gt;.&lt;br&gt;
2. Stage &lt;a href="../haunted-shell/POST.md"&gt;POST.md&lt;/a&gt; as an &lt;strong&gt;unpublished draft&lt;/strong&gt; on your DEV account, so you only add the GIF and publish.&lt;/p&gt;

&lt;p&gt;The deadline is &lt;strong&gt;Oct 31, 11:59 PM PDT&lt;/strong&gt;.&lt;/p&gt;

                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-user"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-user"&gt;
          You
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
                &lt;div&gt;
                  &lt;div class="agent-session-text agent-session-text-collapse"&gt;
                    &lt;p&gt;&amp;lt;pasted_content id="f022"&amp;gt;&lt;br&gt;
macbookpro@MacBooks-MacBook-Pro haunted-shell % ffmpeg -i ~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23 PM.mov at 10.43.23 PM.mov -vf "fps=12,scale=900👎flags=lanczos,split[a][b];[a]palettegen=max_colors=128[p];[b][p]paletteuse=dither=bayer" -loop 0 demo.gif &lt;br&gt;
ffmpeg version 9.0.2 Copyright (c) 2000-2026 the FFmpeg developers&lt;br&gt;
  built with Apple clang version 21.0.0 (clang-2100.3.34.2)&lt;br&gt;
  configuration: --prefix=/opt/homebrew/Cellar/ffmpeg/9.0.2_1 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags= --enable-ffplay --enable-gpl --enable-libsvtav1 --enable-libopus --enable-libx264 --enable-libmp3lame --enable-libdav1d --enable-libvmaf --enable-libvpx --enable-libx265 --enable-openssl --enable-videotoolbox --enable-audiotoolbox --enable-neon&lt;br&gt;
  libavutil      61.  1.102 / 61.  1.102&lt;br&gt;
  libavcodec     63.  1.102 / 63.  1.102&lt;br&gt;
  libavformat    63.  1.102 / 63.  1.102&lt;br&gt;
  libavdevice    63.  1.102 / 63.  1.102&lt;br&gt;
  libavfilter    12.  1.102 / 12.  1.102&lt;br&gt;
  libswscale     10.  1.102 / 10.  1.102&lt;br&gt;
  libswresample   7.  1.102 /  7.  1.102&lt;br&gt;
Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '~/Screenshots/Screen Recording 2026-10-30 at 10.43.23 PM.mov':&lt;br&gt;
  Metadata:&lt;br&gt;
    major_brand     : qt&lt;br&gt;&lt;br&gt;
    minor_version   : 0&lt;br&gt;
    compatible_brands: qt&lt;br&gt;&lt;br&gt;
    creation_time   : 2026-10-30T17:43:25.000000Z&lt;br&gt;
    com.apple.quicktime.author: ReplayKitRecording&lt;br&gt;
    com.apple.quicktime.full-frame-rate-playback-intent: 1&lt;br&gt;
  Duration: 00:00:40.64, start: 0.000000, bitrate: 4105 kb/s&lt;br&gt;
  Stream #0:0&lt;a href="und"&gt;0x1&lt;/a&gt;: Audio: aac (mp4a / 0x6134706D), 48000 Hz, stereo, fltp, 2 kb/s, start 0.191521 (default)&lt;br&gt;
    Metadata:&lt;br&gt;
      creation_time   : 2026-10-30T17:43:25.000000Z&lt;br&gt;
      handler_name    : Core Media Audio&lt;br&gt;
      vendor_id       : [0][0][0][0]&lt;br&gt;
  Stream #0:1&lt;a href="und"&gt;0x2&lt;/a&gt;: Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709, progressive), 3340x2104, 4409 kb/s, 8.60 fps, 60 tbr, 600 tbn (default)&lt;br&gt;
    Metadata:&lt;br&gt;
      creation_time   : 2026-10-30T17:43:25.000000Z&lt;br&gt;
      handler_name    : Core Media Video&lt;br&gt;
      vendor_id       : [0][0][0][0]&lt;br&gt;
      encoder         : H.264&lt;br&gt;
[AVFormatContext @ 0x7b57023980] Unable to choose an output format for 'at'; use a standard extension for the filename or specify the format manually.&lt;br&gt;
[out#0 @ 0x7b570243c0] Error initializing the muxer for at: Invalid argument&lt;br&gt;
Error opening output file at.&lt;br&gt;
Error opening output files: Invalid argument&lt;br&gt;
&amp;lt;/pasted_content id="f022"&amp;gt;&lt;/p&gt;

                  &lt;/div&gt;
                  Show more
                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;

      &lt;div class="agent-session-message agent-session-assistant"&gt;
        &lt;div class="agent-session-role-badge agent-session-role-assistant"&gt;
          Agent
        &lt;/div&gt;
        &lt;div class="agent-session-content"&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;The command broke because &lt;code&gt;at 10.43.23 PM.mov&lt;/code&gt; appears twice; tab completion probably pasted it again. ffmpeg read that leftover &lt;code&gt;at&lt;/code&gt; as the output filename. I'll run the conversion on your recording directly.&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd ~/dev/haunted-shell &amp;amp;&amp;amp; ffmpeg -y -loglevel error -i ~/Screenshots/"Screen ...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd ~/dev/haunted-shell &amp;amp;&amp;amp; ffmpeg -y -loglevel error -i ~/Screenshots/"Screen Recording 2026-10-30 at 10.43.23 PM.mov" -vf "fps=10,scale=900:-1:flags=lanczos,split[a][b];[a]palettegen=max_colors=128[p];[b][p]paletteuse=dither=bayer" -loop 0 demo.gif &amp;amp;&amp;amp; ls -lh demo.gif&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;Exit code 254
[in#0 @ 0x79af018000] Error opening input: No such file or directory
Error opening input file ~/Screenshots/Screen Recording 2026-10-30 at 10.43.23 PM.mov.
Error opening input files: No such file or directory&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;macOS puts a special narrow space before "PM" in screenshot filenames. Matching the file with a wildcard instead:&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd ~/dev/haunted-shell &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd ~/dev/haunted-shell &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23*.mov) &amp;amp;&amp;amp; ffmpeg -y -loglevel error -i "$f[1]" -vf "fps=10,scale=900:-1:flags=lanczos,split[a][b];[a]palettegen=max_colors=128[p];[b][p]paletteuse=dither=bayer" -loop 0 demo.gif &amp;amp;&amp;amp; ls -lh demo.gif&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;-rw-r--r--@ 1 macbookpro  staff   2.1M Oct 30 22:52 demo.gif
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;2.1 MB, which is fine for DEV. Checking a frame so I know the ghost text is readable:&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd &amp;lt;scratch&amp;gt; &amp;amp;&amp;amp; ffmpeg -y -loglevel error -ss 30 -i ~/dev/haunted-shell/demo....&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd &amp;lt;scratch&amp;gt; &amp;amp;&amp;amp; ffmpeg -y -loglevel error -ss 30 -i ~/dev/haunted-shell/demo.gif -frames:v 1 frame.png &amp;amp;&amp;amp; echo ok&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;ok
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-read"&gt;Read&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;&amp;lt;scratch&amp;gt;/frame.png&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;&amp;lt;scratch&amp;gt;/frame.png&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[image]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd &amp;lt;scratch&amp;gt; &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23*...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd &amp;lt;scratch&amp;gt; &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23*.mov) &amp;amp;&amp;amp; ffmpeg -y -loglevel error -i "$f[1]" -vf "fps=1/4,scale=800:-1,tile=2x5" -frames:v 1 sheet.png &amp;amp;&amp;amp; echo ok&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;ok
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-read"&gt;Read&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;&amp;lt;scratch&amp;gt;/sheet.png&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;&amp;lt;scratch&amp;gt;/sheet.png&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[image]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd &amp;lt;scratch&amp;gt; &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23*...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd &amp;lt;scratch&amp;gt; &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23*.mov) &amp;amp;&amp;amp; ffmpeg -y -loglevel error -ss 16 -i "$f[1]" -vf "crop=1500:330:220:225,eq=contrast=1.25:brightness=0.04" -frames:v 1 crop.png &amp;amp;&amp;amp; echo ok&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;ok
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-read"&gt;Read&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;&amp;lt;scratch&amp;gt;/crop.png&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;&amp;lt;scratch&amp;gt;/crop.png&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[image]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;Now it's readable, and that's a great whisper. Rendering the final GIF from seconds 3 to 31, where both whispers appear:&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd ~/dev/haunted-shell &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd ~/dev/haunted-shell &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23*.mov) &amp;amp;&amp;amp; ffmpeg -y -loglevel error -ss 3 -to 31 -i "$f[1]" -vf "crop=1500:330:220:225,eq=contrast=1.25:brightness=0.04,fps=10,scale=1000:-1:flags=lanczos,split[a][b];[a]palettegen=max_colors=64[p];[b][p]paletteuse=dither=bayer" -loop 0 demo.gif &amp;amp;&amp;amp; ls -lh demo.gif &amp;amp;&amp;amp; ffmpeg -y -loglevel error -sseof -1 -i demo.gif -frames:v 1 &amp;lt;scratch&amp;gt;/last.png &amp;amp;&amp;amp; echo ok&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;-rw-r--r--@ 1 macbookpro  staff   728K Oct 30 22:52 demo.gif
ok
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-read"&gt;Read&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;&amp;lt;scratch&amp;gt;/last.png&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;&amp;lt;scratch&amp;gt;/last.png&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[image]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;The GIF ends on an already-cleared screen, so the loop would end on nothing. I'll find the exact second the screen clears so it ends on the last whisper instead:&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd &amp;lt;scratch&amp;gt; &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23*...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd &amp;lt;scratch&amp;gt; &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23*.mov) &amp;amp;&amp;amp; ffmpeg -y -loglevel error -ss 22 -t 9 -i "$f[1]" -vf "fps=1,crop=1500:330:220:225,scale=600:-1,tile=1x9" -frames:v 1 tail.png &amp;amp;&amp;amp; echo ok&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;ok
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-read"&gt;Read&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;&amp;lt;scratch&amp;gt;/tail.png&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;&amp;lt;scratch&amp;gt;/tail.png&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[image]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd ~/dev/haunted-shell &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd ~/dev/haunted-shell &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23*.mov) &amp;amp;&amp;amp; ffmpeg -y -loglevel error -ss 3 -to 26.8 -i "$f[1]" -vf "crop=1500:330:220:225,eq=contrast=1.25:brightness=0.04,fps=10,scale=1000:-1:flags=lanczos,split[a][b];[a]palettegen=max_colors=64[p];[b][p]paletteuse=dither=bayer" -loop 0 demo.gif &amp;amp;&amp;amp; ls -lh demo.gif &amp;amp;&amp;amp; ffmpeg -y -loglevel error -sseof -0.3 -i demo.gif -frames:v 1 &amp;lt;scratch&amp;gt;/last.png &amp;amp;&amp;amp; echo ok&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;-rw-r--r--@ 1 macbookpro  staff   605K Oct 30 22:53 demo.gif
ok
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-read"&gt;Read&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;&amp;lt;scratch&amp;gt;/last.png&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;&amp;lt;scratch&amp;gt;/last.png&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[image]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;It's cut off mid-sentence, because seeking in this variable-frame-rate recording isn't exact. I'll extend the end and check again:&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd ~/dev/haunted-shell &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd ~/dev/haunted-shell &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23*.mov) &amp;amp;&amp;amp; S=&amp;lt;scratch&amp;gt; &amp;amp;&amp;amp; ffmpeg -y -loglevel error -ss 26 -t 4 -i "$f[1]" -vf "fps=2,crop=1500:330:220:225,scale=500:-1,drawtext=text='%{pts\:hms}':x=380:y=5:fontcolor=yellow:fontsize=16,tile=1x8" -frames:v 1 $S/t2.png -copyts 2&amp;gt;&amp;amp;1 | head -3; echo done&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[AVFilterGraph @ 0x7802c40480] No such filter: 'drawtext'
Error opening output file &amp;lt;scratch&amp;gt;/t2.png.
Error opening output files: Filter not found
done
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd ~/dev/haunted-shell &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd ~/dev/haunted-shell &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23*.mov) &amp;amp;&amp;amp; S=&amp;lt;scratch&amp;gt; &amp;amp;&amp;amp; for e in 27.5 28.5; do ffmpeg -y -loglevel error -ss 3 -to $e -i "$f[1]" -vf "crop=1500:330:220:225" -update 1 $S/end-$e.png; done; echo ok&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;ok
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-read"&gt;Read&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;&amp;lt;scratch&amp;gt;/end-28.5.png&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;&amp;lt;scratch&amp;gt;/end-28.5.png&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[image]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-read"&gt;Read&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;&amp;lt;scratch&amp;gt;/end-27.5.png&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;&amp;lt;scratch&amp;gt;/end-27.5.png&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[image]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;Ending at 0:28.5 catches the complete whisper. I'll also hold that last frame for 2.5 seconds so viewers can read it before the loop restarts:&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-bash"&gt;Bash&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;cd ~/dev/haunted-shell &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\...&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre agent-session-terminal"&gt;&lt;code&gt;$ cd ~/dev/haunted-shell &amp;amp;&amp;amp; f=(~/Screenshots/Screen\ Recording\ 2026-10-30\ at\ 10.43.23*.mov) &amp;amp;&amp;amp; S=&amp;lt;scratch&amp;gt; &amp;amp;&amp;amp; ffmpeg -y -loglevel error -ss 3 -to 28.5 -i "$f[1]" -vf "crop=1500:330:220:225,eq=contrast=1.25:brightness=0.04,fps=10,tpad=stop_mode=clone:stop_duration=2.5,scale=1000:-1:flags=lanczos,split[a][b];[a]palettegen=max_colors=64[p];[b][p]paletteuse=dither=bayer" -loop 0 demo.gif &amp;amp;&amp;amp; ls -lh demo.gif &amp;amp;&amp;amp; ffmpeg -y -loglevel error -sseof -0.2 -i demo.gif -frames:v 1 $S/last.png &amp;amp;&amp;amp; ffprobe -v error -show_entries format=duration -of csv=p=0 demo.gif&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;-rw-r--r--@ 1 macbookpro  staff   667K Oct 30 22:54 demo.gif
28.200000
Shell cwd was reset to ~/dev/work-repo&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-read"&gt;Read&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;&amp;lt;scratch&amp;gt;/last.png&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;&amp;lt;scratch&amp;gt;/last.png&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre"&gt;&lt;code&gt;[image]&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div class="agent-session-text"&gt;
                  &lt;p&gt;The GIF is done: 28 seconds, 667 KB, and it ends on the full "stuck in a loop" whisper. I'll put a caption into the post's Demo section:&lt;/p&gt;

                &lt;/div&gt;
              &lt;div class="agent-session-tool-call"&gt;
                
                  &lt;span class="agent-session-chevron"&gt;▸&lt;/span&gt;
                  &lt;span class="tool-name tool-name-edit"&gt;Edit&lt;/span&gt;
                    &lt;span class="tool-input-preview"&gt;~/dev/haunted-shell/POST.md&lt;/span&gt;
                
                &lt;div class="agent-session-tool-detail"&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Input&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight markdown"&gt;&lt;code&gt;~/dev/haunted-shell/POST.md&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                    &lt;div class="tool-section"&gt;
                      &lt;div class="tool-section-label"&gt;Output&lt;/div&gt;
                      &lt;pre class="agent-session-pre highlight markdown"&gt;&lt;code&gt;The file ~/dev/haunted-shell/POST.md has been updated successfully.&lt;/code&gt;&lt;/pre&gt;
                    &lt;/div&gt;
                &lt;/div&gt;
              &lt;/div&gt;
                &lt;div&gt;
                  &lt;div class="agent-session-text agent-session-text-collapse"&gt;
                    &lt;p&gt;The GIF is ready at &lt;code&gt;~/dev/haunted-shell/demo.gif&lt;/code&gt;: 28 seconds and 667 KB.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Why your command failed:&lt;/strong&gt; the filename was there twice, so ffmpeg took &lt;code&gt;at&lt;/code&gt; as the output file. On a second try, there was another catch: macOS writes a special narrow space before "PM" in screenshot names. A &lt;code&gt;*&lt;/code&gt; wildcard in the path avoids both problems.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Changes from the plain conversion:&lt;/strong&gt;&lt;br&gt;
- &lt;strong&gt;Cropped to the terminal.&lt;/strong&gt; In the full-screen capture the dim violet whispers were too small to read.&lt;br&gt;
- &lt;strong&gt;Brightened a little&lt;/strong&gt; so the whispers stand out against the dark background.&lt;br&gt;
- &lt;strong&gt;Trimmed&lt;/strong&gt; from 0:03 to 0:28.5, which drops the idle start and the &lt;code&gt;clear&lt;/code&gt; at the end.&lt;br&gt;
- &lt;strong&gt;The last frame holds for 2.5 seconds&lt;/strong&gt; so viewers can read it before the loop restarts.&lt;/p&gt;

&lt;p&gt;It shows &lt;code&gt;git status&lt;/code&gt; failing, then "your git repo is dead, but i'm still here. i never learned to push." Then &lt;code&gt;cd&lt;/code&gt;, and "why does it feel like we're both stuck in a loop?", which suits a GIF that loops. I added that as a caption in &lt;a href="../haunted-shell/POST.md"&gt;POST.md&lt;/a&gt;'s Demo section.&lt;/p&gt;

&lt;p&gt;To add it to the post, use the image upload in the DEV editor and replace the &lt;code&gt;TODO&lt;/code&gt; line under Demo with the image it gives you.&lt;/p&gt;

                  &lt;/div&gt;
                  Show more
                &lt;/div&gt;
        &lt;/div&gt;
      &lt;/div&gt;
  &lt;/div&gt;

  &lt;div class="agent-session-footer"&gt;
    &lt;span class="agent-session-meta"&gt;
        16 of 16 messages
    &lt;/span&gt;
  &lt;/div&gt;
&lt;/div&gt;


&lt;h2&gt;
  
  
  The Spirit of It
&lt;/h2&gt;

&lt;p&gt;While I was recording the demo, I &lt;code&gt;cd&lt;/code&gt;'d into my day-job repo, and the ghost whispered: &lt;em&gt;"you're still here. i'm still here. why does it feel like we're both stuck in a loop?"&lt;/em&gt; An 8B model running on my laptop, with no internet, called me out. Happy Halloween. 🕯️&lt;/p&gt;

</description>
      <category>devchallenge</category>
      <category>hf26challenge</category>
      <category>opensource</category>
      <category>ai</category>
    </item>
  </channel>
</rss>
