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mayankjain1815-commitsmayankjain1815-commits/CITADEL/skills/autopilot/SKILL.md

autopilot

Skill4 starsChanged 4 months 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.

74 other projects use a version of this, 1 of them edited.

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The file

Show its rules and text

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 66 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
  1. Distinctive:

    Do NOT use Autopilot for:

    line 26
  2. Distinctive:

    When the user names a specific intake file or asks for "intake to PR", prefer the deterministic delivery preflight before freeform build …

    line 35
  3. Distinctive:

    If no specific intake file is named, use:

    line 42
  4. Distinctive:

    After build and verification, package the delivery before marking the campaign complete:

    line 55
  5. Distinctive:

    If a PR exists, record the PR as the review target:

    line 62
  6. Very specific:

    Read all files in .planning/intake/ and identify:

    line 70
  7. Distinctive:

    Read the intake file

    line 80
  8. Distinctive:

    Read related files mentioned in the description

    line 81
  9. Very specific:

    Update the item's status to briefed

    line 89
  10. Distinctive:

    Create or modify the listed files

    line 97
  11. Distinctive:

    Follow the project's conventions (CLAUDE.md)

    line 98
  12. Distinctive:

    Run typecheck after each change

    line 99
  13. Distinctive:

    All quality gates pass

    line 101
  14. Very specific:

    Update status to completed

    line 104
  15. Distinctive:

    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 …

    line 133
  16. Very specific:

    Item status is unrecognized: Treat unknown statuses as pending and proceed through the brief → build flow.

    line 134
  17. Distinctive:

    Never build without reading CLAUDE.md first

    line 148
  18. Distinctive:

    Run typecheck after every file change

    line 149
  19. Distinctive:

    If an item is blocked, record the reason and move on

    line 151

“Common” is measured: kept by at least 6 in 10 of the 66 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.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

/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}.md

If no specific intake file is named, use:

node scripts/deliver.js --next

This 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 briefing
  • status: briefed → ready to build
  • status: approved → ready to build
  • status: in-progress → check if stuck

Step 2: BRIEF (for pending items)

For each pending item:

  1. Read the intake file
  2. Read related files mentioned in the description
  3. Research the scope: what files exist, what patterns are established
  4. 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
  5. Update the item's status to briefed

Step 3: BUILD (for briefed/approved items)

For each briefed item (smallest first):

  1. Read the brief
  2. Execute the approach:
    • Create or modify the listed files
    • Follow the project's conventions (CLAUDE.md)
    • Run typecheck after each change
  3. Verify:
    • All quality gates pass
    • Typecheck clean
    • Tests pass (if applicable)
  4. 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 setup to 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 pending and 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 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}
---

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