Aa autopilot
Agile planning + execution for AI coding agents: grill the idea, plan with OKRs, adversarial critic panel with kill authority, cheap-model story cards, parallel wave execution. MIT, no token, ever.
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What its author says it does
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Use when multiple epics should run back to back without a human kicking off each one by hand, or the user invokes /aa-autopilot [--gate full-auto|checkpoint].
The file declares its own license as MIT. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.
SKILL.md
5.6 KB, as published. Nobody here has run it
aa-autopilot
Resolve the Agent-Agile playbook root: use the first of these that exists — (1) ${CLAUDE_PLUGIN_ROOT}/playbooks, (2) ./.claude/agent-agile/playbooks, (3) ./.agents/agent-agile/playbooks, (4) ~/.claude/agent-agile/playbooks, (5) ~/.agents/agent-agile/playbooks, (6) ./playbooks.
Read playbooks/execution.md sections "Autopilot" (including "The ambiguity protocol"), "Circuit breakers", and "Resume protocol", and follow them exactly; do not re-derive or improvise the loop or soften a circuit breaker.
Wiring
- Gate mode. Parse a
--gate full-auto|checkpointargument. If absent, use thegatefield in.planning/CONFIG.md. If neither is set, the mode is interactive. - Preflight. Run the same collision check and
PREREQS.mdcheck as/aa-execute-epic's pre-flight, before the loop starts at all — an autopilot run never begins on an unchecked epic. - The loop. For each pending epic in
.planning/ROADMAP.md, in order:- Run the
/aa-plan-epicbehavior to slice the next pending epic into worker-ready story cards. - Run the
/aa-execute-epicbehavior for that epic: Wave 0 through Verification. - Re-run the pre-flight prerequisite check for this epic specifically before Wave 1 launches — prerequisites can go stale between epics (a key expires, a quota runs out), so this is deliberate, not redundant with step 2.
- Apply the gate for this epic:
- Full-auto — the verifier's verdict stands in for the human: pass approves, a redo-list triggers the redo path. Demo briefs accumulate so a human can review the whole run's
DEMO.mdfiles at the end. - Checkpoint — the epic runs and verifies automatically; notify the user only between epics, at natural pause points, rather than gating every single one.
- Interactive — stop and present
DEMO.mdand the verifier's verdict to the user at this epic, exactly as a standalone/aa-execute-epicrun would.
- Full-auto — the verifier's verdict stands in for the human: pass approves, a redo-list triggers the redo path. Demo briefs accumulate so a human can review the whole run's
- On approve, the integrator has already written
LEARNINGS.mdand flipped theROADMAP.mdrow (per Wave 2); move to the next pending epic. - On redo or replan, follow "The review gate" in
playbooks/execution.md, then resume the loop from that epic once it re-verifies.
- Run the
- Circuit breakers. Follow the circuit breakers in
playbooks/execution.md"Circuit breakers" exactly as written — never push through or work around one (a panel-refresh BLOCK left unresolved at slicing time also stops the loop, perplaybooks/critics.md"Panel refresh"):- An epic fails verification even after its full redo — stop the autopilot loop entirely. The most an epic ever gets is: fail → scoped redo (if eligible) → fail → full redo → fail → stop.
- A prerequisite goes missing mid-run — stop immediately, reset its
PREREQS.mdstatus topending, and notify whoever needs to resupply it. - Never fake a credential and never silently mock a missing paid service.
- Stopping. Whenever the loop stops — a circuit breaker, an interactive gate, the end of the roadmap, or a context reset — update
.planning/STATE.mdper "Resume protocol": what's in progress, what's next, the pointers the next session needs (at most three files), and the blocker if there is one.STATE.mdmust say exactly where the run stopped and why; the next session reads only this file to resume.
Hard rules
- Preflight is mandatory before the loop launches and again before every epic inside it — never skip the per-epic re-check to save a step.
- Any ambiguity the plan doesn't answer goes through the ambiguity protocol in
playbooks/execution.md"Autopilot": check.planning/DECISIONS.mdfirst (settled = applied, never re-asked), auto-resolve only what is reversible, pattern-matching, free, and security-clean (recording it in the ledger), and treat irreversible/paid/security ambiguity in full-auto as a circuit breaker — never guess on the user's behalf. - A circuit breaker always stops the loop; it is never a reason to substitute a fake key, a stub response, or a "pretend this succeeded" workaround.
- Gate mode is fixed for the whole run once set at the start — don't silently switch modes mid-loop because one epic looks safe.
- Every session, including one that stops mid-loop, closes with exactly one
STATE.mdupdate — never leave the next session to reconstruct status from the epic history. - Run the predictive budget check at every wave and epic boundary (the context budget in
playbooks/system.md"The agent tree"): if current fill plus the next unit's estimated footprint crosses roughly 60% — or fill alone is past 40–50% — writeSTATE.mdat the boundary and stop cleanly for a fresh-session resume before launching anything. This is routine hygiene, not a circuit breaker — a resumed loop is identical to one that never stopped, while a loop that rides to auto-compaction finishes its roadmap with the model at its weakest. - The roadmap is done only when the evidence is on disk — every epic row flipped and the final epic's verifier verdict written and passing (the completion promise in
playbooks/execution.md"Autopilot"). A loop that ends without that evidence reports itself as stopped, not done. - Before any second redo of the same epic, run the unsatisfiable-check diagnosis in
playbooks/execution.md"The review gate": identical finding + unchanged files = verifier-only recheck then breaker, never another paid wave.