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Aa Autopilot

skill-peeyushmeher-agent-agile-aa-autopilot · by Peeyushmeher

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].

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Install

$ agentstack add skill-peeyushmeher-agent-agile-aa-autopilot

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

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

  1. Gate mode. Parse a --gate full-auto|checkpoint argument. If absent, use the gate field in .planning/CONFIG.md. If neither is set, the mode is interactive.
  2. Preflight. Run the same collision check and PREREQS.md check as /aa-execute-epic's pre-flight, before the loop starts at all — an autopilot run never begins on an unchecked epic.
  3. The loop. For each pending epic in .planning/ROADMAP.md, in order:
  • Run the /aa-plan-epic behavior to slice the next pending epic into worker-ready story cards.
  • Run the /aa-execute-epic behavior 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.md files 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.md and the verifier's verdict to the user at this epic, exactly as a standalone /aa-execute-epic run would.
  • On approve, the integrator has already written LEARNINGS.md and flipped the ROADMAP.md row (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.
  1. 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, per playbooks/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.md status to pending, and notify whoever needs to resupply it.
  • Never fake a credential and never silently mock a missing paid service.
  1. Stopping. Whenever the loop stops — a circuit breaker, an interactive gate, the end of the roadmap, or a context reset — update .planning/STATE.md per "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.md must 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.md first (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.md update — 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% — write STATE.md at 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.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.