autopilot
Skill64 starsChanged 25 days agoMITView on GitHub
Agents ship most changes; the human owns product decisions. Any stack, any code host. Sections map to three pillars plus improvement loops. The tools ship in the kcd-skills package: run npx kcd-skills@latest autopilot <command> (--help on any command lists its options). Commands work from local files and git; when one needs something only the code host knows, it prints what to gather and the format, and you supply it with whatever tools reach the host. P1 Good PRs from the…
74 other projects use a version of this.
Adopted by
Most recently taken up by
- zahidakhyar/skillstheir own version, first seen Nov 8, 2026
- kimkon1011/orgiast-claude-rulestheir own version, first seen Nov 8, 2026
- lohi-ai/babysittheir own version, first seen Nov 8, 2026
- paramcodes/skillstheir own version, first seen Nov 8, 2026
- jinjan21-lgtm/autopilottheir own version, first seen Nov 8, 2026
- ourostack/ouroboros-skillstheir own version, first seen Nov 8, 2026
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Other versions74 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 74
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- Yeachan-Heo/oh-my-codex★ 34ksame name
- SethGammon/Citadel★ 927same name
- H-mmer/pentest-agents★ 815same name
- Harry-kp/vortix★ 757same name
- nick-vels/skills★ 599same name
- yan-labs/yan-skills★ 232same name
- Kanevry/session-orchestrator★ 53same name
- jantichy/claude★ 45same name
64 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.
In this repository6 other files it gives its agents.
- friction-logSkill
- prefer-local-kody-executeSkill
- review-and-recommendSkill
- ship-prSkill
- use-kodySkill
- visual-recapSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
13 rules. 0 are common, 7 are distinctive, and 6 are very specific to this project.
0
Common
Most of the 66 edited versions we read keep these.
7
Distinctive
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 26
Write down the "no": decisions agents would otherwise re-propose.
- Distinctive: line 48
Start editing once the human approves the plan.
- Distinctive: line 50
Follow the contribution policy.
- Distinctive: line 54
Keep secrets out of files, issues, and PRs.
- Distinctive: line 120
Leave tracked files unchanged.
- Very specific: line 129
Use a repo-local .autopilot/ directory (not a shared $TMPDIR path).
- Very specific: line 148
If done needs a command (rung 4, restore test), run --verify when it needs no secrets.
- Very specific: line 192
Add one plan row per partial/missing rung: npx kcd-skills@latest autopilot plan add .autopilot/before.json <rung> --title "<title>" [--file …
- Distinctive: line 198
If every plan row is settings-only (no file paths), open no setup PR.
- Very specific: line 201
Human checklist (plan time): before asking for approval, list every step only the human can do (secrets, app installs, access grants, host …
- Distinctive: line 210
When at least one plan row lists files, open exactly one setup pull request.
- Very specific: line 217
What goes in the PR: only tracked files. Adapt templates per rung.
- Very specific: line 237
Run the verify command and one ship-loop step (npx kcd-skills@latest autopilot ship-pr or one Kody tick) in the target repo.
“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.
Files
Put this repo on autopilot
Agents ship most changes; the human owns product decisions. Any stack, any code host. Sections map to three pillars plus improvement loops.
The tools ship in the kcd-skills package: run
npx kcd-skills@latest autopilot <command> (--help on any command lists its
options). Commands work from local files and git; when one needs something only
the code host knows, it prints what to gather and the format, and you supply it
with whatever tools reach the host.
Principles
P1 Good PRs from the start
- The repo tells agents what to build and how to prove it.
- One small
AGENTS.mdmap and one verify command (local == CI). - Write down the "no": decisions agents would otherwise re-propose.
- Guidance earns its place by use: keep the skills and docs agents cite. Generate maps from the source of truth.
P2 Review, iteration, and verification through tests and local proof
- Scripts decide anything checkable (audit facts, CI, PR state); agents judge.
- Agents run their own change before merge and claim only what they verified. Feature tests prove features; health checks prove the running version.
P3 Limit blast radius when a mistake reaches production
- Risky changes ship dark, and recovery is tested.
- Product calls and one-way doors go to the human.
KI Keep improving
- Agents file friction after every PR with a priority; other agents fix it, highest priority first.
Rules
- Start editing once the human approves the plan. One setup PR for every planned rung's file changes, using the repo's own tools and layout.
- Follow the contribution policy; stop if it excludes agent PRs. In community repos, add files and keep the existing CI.
- For libraries, self-hosted, CLI, and mobile projects, "deploy" means "release".
- Keep secrets out of files, issues, and PRs.
- Tell the human every manual step (secrets, app installs, access grants, settings you cannot apply). Use a concrete checklist: what, where, why. Give it at plan approval and again after the setup PR merges for anything still open.
Rungs: done when (audit checklist and ladder)
P1 Good PRs
- Agent map + verify: a short
AGENTS.md(or equivalent) linking the docs agents use; one verify command (tests, typecheck where the language has one, lint, format) CI runs in full. Commit and pre-push hooks run the fast static checks (lint, format, typecheck, dead-code checks); CI time budgets fail only on real problems. - Decisions directory: ADRs for multi-PR decisions and the "no", each with "Revisit if".
- Primitives catalog: building blocks, code roots, and an
adrslist per entry (current records that shape it,[]when none), kept short. A PR that adds or reshapes a primitive, or writes or supersedes an ADR, updates the matchingadrslists in the same PR. - Self-verification: agents run their change locally with a project control CLI
(
doctor,dev,login,request --contains,execute,browse,health --sha) and acontrol-<project>skill. For apps with routes, a Feature Map generated from the framework's route list, with seed-and-reach notes, checked in CI. Previews cover production-like checks. Model: Kody'scontrol-kody; seenpx kcd-skills@latest autopilot verification. - PR template: Intent, Why, Door, Cleanup, Testing, System recap.
P2 Review and verification
- Ship loop: Kody
ship-prorkcd-skills autopilot ship-pr+ config, behind a thinship-prskill. - Reviewers + previews: AI reviewers per tier scrutinize test-expectation changes made with the code they test; previews for production-like changes; agent merge; running-version check after deploy. Reviewers check each PR against the project's principles (when it has them), and each principle a machine can check becomes a lint rule or test.
P3 Blast radius
- Flags + rollback: flags with owner, metric, removal condition; rollback runbook.
- Backups: scheduled, isolated restore test.
KI Keep improving
- Friction form: issue form +
friction,friction-skippedlabels, filed by every ship loop and triaged (rung 11). - Triage: every issue agents file (friction, cleanup, errors) gets a priority
and, when it needs a human call, the project's decision marker. Agents work
the highest priority first; decision-marked issues wait for the human's
call. Default:
P0-P3labels +needs-decision; the team's own scheme (labels, a project-board field, a tracker priority field) from the interview takes its place. - Cleanup issues:
Cleanup:issues with a falsifiable "ready when", triaged (rung 11). - Cleanup cron agents (daily friction sweep, errors → issues, docs freshness and pruning, test pruning, weekly legacy reaper) open PRs, highest priority first (rung 11); only low/medium risk with green CI auto-merges. See templates → Cleanup automations.
Order: P1 first (checkable), then P2/P3 (trust), then loops.
1. Audit (read only)
Leave tracked files unchanged; deploy, publish, release, and push wait for the ladder. Installing dependencies is fine. Commands gather facts; you judge:
mkdir -p .autopilot
# Keep audit artifacts out of git (add .autopilot/ to .gitignore if needed).
npx kcd-skills@latest autopilot audit . --out .autopilot/before.jsonUse a repo-local .autopilot/ directory (not a shared $TMPDIR path).
Re-running audit --out on the same file keeps your scores for this repo and
prints what was carried over; it will not merge a file written for a different
repo.
- Verify command: the gate
AGENTS.mdor contributing docs name, elseverify.primary, else each local CI step. Record each by re-runningauditwith--verify "<command>"(it keeps your edits and marks any verify result that was not re-run as carried over). - Host facts:
npx kcd-skills@latest autopilot host requestprints JSON on stdout (paste into--input) and gathering tips on stderr (reviewers, merges, branch rules, labels, issues). Gather them read-only with the host's CLI, API, or web UI, thennpx kcd-skills@latest autopilot host .autopilot/before.json --input facts.json. - Score every rung against "done when" from evidence (file contents,
command results):
npx kcd-skills@latest autopilot score .autopilot/before.json <rung> <score> --evidence <path> --note "<why>". It checks the rung right away. Add judgment calls withnpx kcd-skills@latest autopilot finding .autopilot/before.json "<text>" --rung <n>. If done needs a command (rung 4, restore test), run--verifywhen it needs no secrets; else cap atpartial. Note what may live outside the repo (NAS, Kody jobs). - Report:
npx kcd-skills@latest autopilot report .autopilot/before.json --html .autopilot/before.html. Fix every error it lists.
2. Interview
Fill defaults from the audit; ask ____ (human) fields and any blank/unknown.
Use Kody (https://kody.codes)? yes (default) | no
P1 Things agents must not do: ____ (human) 3-5; lens: irreversible, expensive, or user-facing
P2 Agent may merge: low risk (default) | low+medium | none
P2 Risk tiers: low = CI green; medium = +AI reviewer +rung 4 proof; high = +human
P2 AI reviewers: <detected logins/check names, or none> on medium + high
P2 Preview or staging: <detected | none> (production-like checks only)
P3 Always human: ____ (human) Name the changes that always need your approval
(e.g. auth, payments, migrations, public API, store releases)
P3 Deploy/release: <detected> version check: <url/command>
P3 Flags + metrics source: <detected | none>
P3 Backups/restore tested: <detected | unknown>
KI Issue tracker: <detected> labels: friction, friction-skipped
KI Priority + decisions: <detected | P0-P3 + needs-decision (default)> How does the team rank work
and flag decisions? (labels, project-board field, tracker priority field, nothing)"Must not do" seeds rung 2; "Always human" defines the high tier. "Priority +
decisions" sets rung 11: npx kcd-skills@latest autopilot triage request prints
the format; record it with
npx kcd-skills@latest autopilot triage .autopilot/before.json --input triage.json.
Kody yes/no paths: Kody yes / no in
npx kcd-skills@latest autopilot templates.
3. Plan
missingorpartial: one plan row that finishes the rung (include findings). Rows with file changes ship together in a single setup PR (see Ladder).done: none.unknown: ask or verify; if still unknown, open question, no plan row.- Rungs keep ladder order whatever the answers. A
noneanswer (or default) narrows its rung (no previews in 7, no flags in 8); inapplicable rungs aren/awithnotes(e.g. a library has no backups). - Add one plan row per partial/missing rung:
npx kcd-skills@latest autopilot plan add .autopilot/before.json <rung> --title "<title>" [--file <path>] --effort S|M|L --door two-way|one-way(repeat--filewhen the rung needs tracked files; omit--filefor a settings-only or human-only row; the report shows those as(settings only)). Rows stay in ladder order. Re-run the report; show the plan table, open questions, and the human checklist (below); wait for approval. - If every plan row is settings-only (no file paths), open no setup PR. Apply the host settings, send the human checklist, and hand off.
Human checklist (plan time): before asking for approval, list every step
only the human can do (secrets, app installs, access grants, host settings,
external services): what, where, why. Format and categories:
npx kcd-skills@latest autopilot setup-pr.
4. Ladder (one setup PR)
Adapt the templates: npx kcd-skills@latest autopilot templates.
When at least one plan row lists files, open exactly one setup pull request.
That PR carries every file change for every planned rung: workflows, configs,
docs, skills, issue forms, label files, and so on. Do not open a second PR for
leftover files, for pull_request_target / workflow_run workflows, or for
repo settings. Settings-only rows stay out of the PR and are handled after merge
(or immediately when there is no PR).
What goes in the PR: only tracked files. Adapt templates per rung; follow
plan-table Needs as the order to write and verify content inside that one PR
(dependency map in templates; the report plan table shows it).
Repo settings, required checks, default-branch-only workflows, local proof, who
merges, and the after-merge checklist:
npx kcd-skills@latest autopilot setup-pr. The human always merges the setup
PR.
5. Hand off
Hand off once the setup PR is merged or open (or was skipped because the plan was settings-only), post-merge or immediate settings are applied or listed, and the human checklist is current.
- Copy
.autopilot/before.jsonto.autopilot/after.json; re-score rungs the setup covered; when there was a setup PR, addprsrows that all point at it:{ "rung", "url", "status": "merged|open|parked", "note" }(sameurlfor every planned rung; usenotefor post-merge or manual leftovers). For settings-only hand-off with no PR, skipprsor note that innote. - Run the verify command and one ship-loop step
(
npx kcd-skills@latest autopilot ship-pror one Kodytick) in the target repo. - Report
npx kcd-skills@latest autopilot report .autopilot/after.json --before .autopilot/before.json --html .autopilot/after.html, those results, what you couldn't verify, open decisions, and the outstanding human checklist.
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