autopilot
Skill927 starsChanged 16 days agoMITView on GitHub
Intake-to-delivery pipeline. Processes pending items from .planning/intake/: briefs new ideas, executes approved work through research → plan → build → verify. Drop a file in .planning/intake/ and invoke this skill.
We split this skill into the rules it gives an agent
19 rules. 0 are common, 15 are distinctive, and 4 are very specific to this project.
0
Common
Most of the 56 edited versions we read keep these.
15
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 26
Do NOT use Autopilot for:
- Distinctive: line 35
When the user names a specific intake file or asks for "intake to PR", prefer the deterministic delivery preflight before freeform build …
- Distinctive: line 42
If no specific intake file is named, use:
- Distinctive: line 55
After build and verification, package the delivery before marking the campaign complete:
- Distinctive: line 62
If a PR exists, record the PR as the review target:
- Very specific: line 70
Read all files in .planning/intake/ and identify:
- Distinctive: line 80
Read the intake file
- Distinctive: line 81
Read related files mentioned in the description
- Very specific: line 89
Update the item's status to briefed
- Distinctive: line 97
Create or modify the listed files
- Distinctive: line 98
Follow the project's conventions (CLAUDE.md)
- Distinctive: line 99
Run typecheck after each change
- Distinctive: line 101
All quality gates pass
- Very specific: line 104
Update status to completed
- Distinctive: line 133
Intake item has no clear action: If the description is too vague to execute, ask the user one clarifying question or skip the item with a …
- Very specific: line 134
Item status is unrecognized: Treat unknown statuses as pending and proceed through the brief → build flow.
- Distinctive: line 148
Never build without reading the project guidance (AGENTS.md, then CLAUDE.md) first
- Distinctive: line 149
Run typecheck after every file change
- Distinctive: line 151
If an item is blocked, record the reason and move on
“Common” is measured: kept by at least 6 in 10 of the 56 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
/autopilot — Intake Pipeline
Orientation
Use Autopilot when:
- There are pending items in
.planning/intake/ - You want to process intake items without manual orchestration
- The work is scoped and well-defined (Small or Medium complexity)
Do NOT use Autopilot for:
- Large, multi-session campaigns (use Archon)
- Parallel execution (use Fleet)
- Exploratory or open-ended work (use Marshal)
Protocol
Step 0: DELIVERY PREFLIGHT
When the user names a specific intake file or asks for "intake to PR", prefer the deterministic delivery preflight before freeform build work:
node scripts/deliver.js --intake .planning/intake/{item}.mdIf no specific intake file is named, use:
node scripts/deliver.js --nextThis selects the highest-priority pending item in .planning/intake/ and keeps
the golden path deterministic.
This creates an active campaign with claimed scope, acceptance criteria, map
context, and exit evidence rows, then marks the intake item in-progress.
Continue from the created campaign with /do continue.
After build and verification, package the delivery before marking the campaign complete:
node scripts/package-delivery.js {campaign-slug}If a PR exists, record the PR as the review target:
node scripts/package-delivery.js {campaign-slug} --pr https://github.com/{owner}/{repo}/pull/{number}Step 1: SCAN
Read all files in .planning/intake/ and identify:
status: pending→ needs briefingstatus: briefed→ ready to buildstatus: approved→ ready to buildstatus: in-progress→ check if stuck
Step 2: BRIEF (for pending items)
For each pending item:
- Read the intake file
- Read related files mentioned in the description
- Research the scope: what files exist, what patterns are established
- Write the brief:
- Scope: Small / Medium / Large
- Approach: How to implement (2-3 sentences)
- Files: Which files to create or modify
- Quality gates: What must be true when done
- Risks: What could go wrong
- Update the item's status to
briefed
Step 3: BUILD (for briefed/approved items)
For each briefed item (smallest first):
- Read the brief
- Execute the approach:
- Create or modify the listed files
- Follow the project's conventions (CLAUDE.md)
- Run typecheck after each change
- Verify:
- All quality gates pass
- Typecheck clean
- Tests pass (if applicable)
- Update status to
completed
Step 4: REPORT
Output a summary of what was processed:
Autopilot processed {N} items:
✓ {item-1}: briefed → built → verified
✓ {item-2}: briefed
✗ {item-3}: blocked — {reason}Intake Item Format
---
title: "Feature Name"
status: pending | briefed | approved | in-progress | completed
priority: normal | high
target: src/path/to/affected/area/
---
Description of what needs to be done...Fringe Cases
.planning/intake/is empty or does not exist: Output "Nothing to process —.planning/intake/is empty. Drop a file there or run/do setupto initialize." Do not error.- Intake item has no clear action: If the description is too vague to execute, ask the user one clarifying question or skip the item with a note: "Skipped — direction unclear. Update the intake file and re-run."
- Item status is unrecognized: Treat unknown statuses as
pendingand proceed through the brief → build flow. - Typecheck fails during build: Record the failure in the item's status, move on to the next item, and report the blocker in the exit summary.
.planning/does not exist: Output a setup hint and exit cleanly. Autopilot requires.planning/intake/to operate — if the directory is absent, treat as empty intake and suggest running/do setup.
Contextual Gates
Disclosure: "Processing intake queue: N items pending. Will dispatch skills per item." Reversibility: amber — processes intake items by dispatching other skills that may modify files; undo depends on dispatched skills Trust gates:
- Any: review intake and briefing.
- Familiar (5+ sessions): autopilot runs autonomously on queued items; novices should review intake before running.
Quality Gates
- Never build without reading the project guidance (AGENTS.md, then CLAUDE.md) first
- Run typecheck after every file change
- Mark items as completed only when verification passes
- If an item is blocked, record the reason and move on
Exit Protocol
---HANDOFF---
- Processed {N} intake items
- Built: {list of completed items}
- Blocked: {list with reasons}
- Remaining: {count of items still pending}
---Other versions64 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- mayankjain1815-commits/CITADEL★ 499% same
Wrote their own version · 63
- Yeachan-Heo/oh-my-claudecode★ 40ksame name
- Yeachan-Heo/oh-my-claude-sisyphus★ 40ksame name
- Yeachan-Heo/oh-my-codex★ 34ksame name
- H-mmer/pentest-agents★ 815same name
- Harry-kp/vortix★ 718same name
- nick-vels/skills★ 539same name
- yan-labs/yan-skills★ 225same name
- kentcdodds/kcd-skills★ 57same name
- Kanevry/session-orchestrator★ 53same name
- jantichy/claude★ 45same name
53 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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In this repository49 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
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- archonSkill
- ascii-diagramSkill
- costSkill
- create-appSkill
- create-skillSkill
- daemonSkill
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- deploy-stewardSkill
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- fleetSkill
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- improveSkill
- infra-auditSkill
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- live-previewSkill
- loopSkill
- mapSkill
- marshalSkill
- merge-reviewSkill
- organizeSkill
- postmortemSkill
- prdSkill
- pr-watchSkill
- qaSkill
- refactorSkill
- researchSkill
- reviewSkill
- scaffoldSkill
- scheduleSkill
- session-handoffSkill
- setupSkill
- systematic-debuggingSkill
- telemetrySkill
- test-genSkill
- triageSkill
- unharnessSkill
- verifySkill
- watchSkill
- wikiSkill
- workspaceSkill
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