aa-autopilot

aa-autopilot is a skill for Claude Code from Peeyushmeher/agent-agile. It costs 42 tokens per session (1,334 once invoked), scanned A, original, MIT.

An automation loop for running several planned software epics one after another. An epic is a large piece of work made up of smaller tasks.

In plain words
What is it for?
Use it to execute all pending epics in a project roadmap automatically or with checkpoints between stages.
Why use it?
It removes the need to start each epic manually while still applying prerequisite checks, safety stops, and the chosen approval mode.

Skill for Claude Code

Written for Claude Code: ${CLAUDE_PLUGIN_ROOT} variable. Also seen: reads .claude/ paths.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the agent-agile plugin — 11 skills, 11 agents shipped together

Good fit Use it to execute all pending epics in a project roadmap automatically or with checkpoints between stages.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add Peeyushmeher/agent-agile
Claude Code
/plugin install agent-agile

Made for: Claude Code.

Or install agent-agile, the plugin that ships this one along with the rest of its 11 skills, 11 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for aa-autopilot

README.md
[![agentmods](https://agentmods.dev/badge/skills/peeyushmeher/agent-agile/aa-autopilot/github.svg)](https://agentmods.dev/skills/peeyushmeher/agent-agile/aa-autopilot)
Your own site
<a href="https://agentmods.dev/skills/peeyushmeher/agent-agile/aa-autopilot"><img src="https://agentmods.dev/badge/skills/peeyushmeher/agent-agile/aa-autopilot/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for aa-autopilot

Your own site · 80×15
<a href="https://agentmods.dev/skills/peeyushmeher/agent-agile/aa-autopilot"><img src="https://agentmods.dev/badge/skills/peeyushmeher/agent-agile/aa-autopilot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 42 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,334 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00042 $0.01334
Opus 5 $0.00021 $0.00667
Sonnet 5 $0.00008 $0.00267
Haiku 4.5 $0.00004 $0.00133

Measured 12d ago against content hash 5239f37b8c4e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

aa-autopilot scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/aa-autopilot/SKILL.md · 45 lines

How it starts

The opening of the file, as written. The whole thing — 45 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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.
  4. 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.
  5. 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.

Read the full file on GitHub · 45 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 45 lines · 42 tokens per session scan A 5239f37b8c4e

Subscribe to this mod's changes

aa-autopilot is a skill published in the GitHub repository Peeyushmeher/agent-agile (3 stars, last pushed 1mo ago), licensed MIT. It adds 42 tokens to every session and 1,334 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.