An optional Blueprint workflow that takes one bounded feature from its specification through implementation and configured checks until it is ready for review, blocked, or unsafe to continue.

Use it when explicitly choosing an automated build pass. It can select or resume a feature, write its specification, implement it, run checks and audits, and create permitted checkpoint commits.

It reduces the need to stop for each normal review point while keeping the work limited to one requested feature.

How aiblueprinthq/ai-blueprint configures Claude Code and Codex

Reuse

Borrowing it

Nothing to install: this file belongs to aiblueprinthq/ai-blueprint. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/aiblueprinthq/ai-blueprint/main/.agents/skills/autopilot/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/aiblueprinthq/ai-blueprint

Made for: Claude Code, Codex.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/aiblueprinthq/ai-blueprint/autopilot/github.svg)](https://agentmods.dev/skills/aiblueprinthq/ai-blueprint/autopilot)

Your own site

<a href="https://agentmods.dev/skills/aiblueprinthq/ai-blueprint/autopilot"><img src="https://agentmods.dev/badge/skills/aiblueprinthq/ai-blueprint/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/aiblueprinthq/ai-blueprint/autopilot"><img src="https://agentmods.dev/badge/skills/aiblueprinthq/ai-blueprint/autopilot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 50 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 4,126 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. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

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.

Model	Per session	Once invoked
Fable 5.1	$0.00050	$0.04126
Opus 5.5	$0.00020	$0.01650
Sonnet 5.5	$0.00010	$0.00825
Haiku 4.5	$0.00005	$0.00413

Measured 7d ago against content hash 75a2f51bbd9f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

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 7d 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.

.agents/skills/autopilot/SKILL.md · 385 lines

How it starts

The opening of the file, as written. The whole thing — 385 lines — stays where its author put it; the contents beside it link to each section on GitHub.

autopilot - optional Blueprint loop

Context reuse: Reuse any required file already loaded in project instructions or the current session. Read it again only if absent, changed, or exact current bytes or line references are needed.

First action: Before project inspection, preflight, or any other tool call, publish running to blueprint/.state/run.json when blueprint/.state/ exists. From the project root, run the first helper that exists, node .agents/skills/blueprint-doctor/scripts/run-state.mjs or node .claude/skills/blueprint-doctor/scripts/run-state.mjs, with start --command <skill> --summary "<truthful summary>" --boundary <read-only|reviewed|local-only>. Use update at milestones, with --status blocked --resume <command> for a blocker, and finish --status ready|completed at the end; --help lists every option and blueprint/workflow.md has the full activity contract. A missing or failing helper is a warning, not a blocker.

Where this sits in the workflow:

/blueprint-status  ->  [autopilot]  ->  review packet  ->  /complete
(where       (spec, build,      (human review,    (log, commit,
 are we?)     configured gates)  fixes if needed)  merge with approval)

Autopilot is an explicit opt-in path. It uses the same Blueprint files and the same quality gates, but it does not stop after every normal review point. A single user request is permission to run one bounded loop until the feature is ready for review, blocked, or unsafe to continue.

It combines /feature or /fix with /implement and continues through the spec-review stop retained by the normal workflow. That human spec approval is the main control Autopilot intentionally removes. It does not remove the final review packet or the option to walk through the completed code.

It does not replace the normal workflow. /feature, /implement, /check, and /complete remain the conservative default.

Do not suggest Autopilot as the default next action. Use it only when the user explicitly asks for it.

The explicit Autopilot request is permission to create checkpoint commits on the feature or fix branch after passing implementation steps when workflow.checkpointCommits is enabled. It is not permission to merge, push, deploy, publish, send, delete data, or run destructive actions.

Read the full file on GitHub · 385 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.

7d ago Changed · +7 lines 75a2f51bbd9f
26d ago Changed · +4 lines 82c30caea6c2
1mo ago Changed 70297e42b736
1mo ago Changed · +2 lines b2eda493ba2f
1mo ago Changed · +7 lines d2c2e72b2436
2mo ago Changed · +15 lines 3096518154d3
2mo ago Changed · +11 lines a8502caa0d03
2mo ago Changed · +22 lines · -79 tokens per session 889aeb027296
2mo ago First seen · 317 lines · 129 tokens per session scan A 7475b59885fc

Subscribe to this mod's changes

autopilot is a skill published in the GitHub repository aiblueprinthq/ai-blueprint (493 stars, last pushed 7d ago), licensed MIT. It adds 50 tokens to every session and 4,126 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-30.

Building agents Planning

autopilot next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
autopilotaiblueprinthq/ai-blueprint	Skill	493	7d ago	MIT	A	50	Claude Code, Codex
imagegenopenai/codex	Skill	133k	yesterday	Apache-2.0	A	113	Codex
playwright-climicrosoft/playwright	Skill	99k	yesterday	Apache-2.0	A	19	Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	4d ago	MIT	A	200	Claude Code, Codex
systematic-debuggingobra/superpowers	Skill	313k	3d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	yesterday	MIT	A	95	Claude Code
next-partial-prefetching-adoptionvercel/next.js	Skill	143k	yesterday	MIT	A	103	Claude Code

ai-blueprint: Skill for Claude Code