autopilot

autopilot is a skill for Claude Code from nicknisi/ideation. It costs 83 tokens per session (5,100 once invoked), scanned A, original, MIT.

An automation skill for running every phase of an ideation project from its contract. It uses a workflow engine to decide which phases can run together and which must wait.

In plain words
What is it for?
Use it to locate an ideation contract, create an execution plan, run independent phases in parallel, and continue dependent phases in order.
Why use it?
It removes the need to start each project phase manually and pauses when a phase fails so the problem can be handled.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions subagents; names the AskUserQuestion tool; mentions Claude Code.

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 ideation plugin — 7 skills, 3 agents shipped together

Good fit Use it to locate an ideation contract, create an execution plan, run…

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 nicknisi/ideation
Claude Code
/plugin install ideation

Made for: Claude Code.

Or install ideation, the plugin that ships this one along with the rest of its 7 skills, 3 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 autopilot

README.md
[![agentmods](https://agentmods.dev/badge/skills/nicknisi/ideation/autopilot.svg)](https://agentmods.dev/skills/nicknisi/ideation/autopilot)
Your own site
<a href="https://agentmods.dev/skills/nicknisi/ideation/autopilot"><img src="https://agentmods.dev/badge/skills/nicknisi/ideation/autopilot.svg" alt="Measured on agentmods" height="20"></a>
Per session 83 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,100 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 $0.00083 $0.05100
Opus 5 $0.00042 $0.02550
Sonnet 5 $0.00017 $0.01020
Haiku 4.5 $0.00008 $0.00510

Measured 7d ago against content hash 4598cbf20871, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, 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.

skills/autopilot/SKILL.md · 239 lines

How it starts

The opening of the file, as written. The whole thing — 239 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Run Ideation Project

Arguments: $ARGUMENTS

Orchestrate execution of all phases in an ideation project by driving the deterministic Workflow engine at ${CLAUDE_PLUGIN_ROOT}/workflows/execute-contract.mjs.

This skill does the three things the sandboxed engine cannot: read the contract, run the git log skip pre-pass, and own interactive failure-gating + resume. The engine does everything between — topological wave planning, parallel dispatch, and schema-validated per-phase results. You do not compute waves or parse RESULT: text yourself — the engine returns a structured summary.

Parse arguments:

  • Optional: path to contract.md (e.g., docs/ideation/my-project/contract.md)
  • If omitted, auto-detect by globbing ./docs/ideation/*/contract.md
  • If multiple contracts found, use AskUserQuestion to select one

Step 1: Locate & Parse the Contract

  1. Resolve the contract path (argument or glob). Derive the project directory from it — for docs/ideation/my-project/contract.md, that's docs/ideation/my-project/.
  2. Read the sibling contract-data.json in that directory. Its execution.phases array already holds each phase's title, specPath, prereqs, and risk — this is the manifest. Also read projectName, slug, approvalMode ("express" = single-confirmation approval, no per-artifact human review — drives strict in Step 3), and branch.
  3. If branch is set, re-assert the checkout before anything else touches git: git branch --show-current — if it differs, git switch <branch> (create with git switch -c if missing). This must happen before the Step 2 pre-pass: both the skip detection and the phase commits belong on the isolation branch, on every entry, including fresh-session re-runs where the user has since switched away. (Isolation-branch semantics — creation, resume-vs-fresh, delete-not-revert — are owned by ideation's Express finish path; this step only re-asserts the checkout.)
  4. Validate each specPath exists. If any are missing, report which and ask the user whether to continue without them or abort.
  5. Fallback if contract-data.json is absent (older projects with only contract.md): parse the ## Execution Plan section of contract.md — phase titles, spec paths from the /ideation:execute-spec <path> lines, and blocking relationships from the dependency graph — and build the same phase list. Also read the header's **Approval** line: Express → treat as approvalMode: "express" (set strict in Step 3). If you cannot parse it, abort with guidance to re-run ideation.

Read the full file on GitHub · 239 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. 7d ago First seen · 239 lines · 83 tokens per session scan A 4598cbf20871

Subscribe to this mod's changes

autopilot is a skill published in the GitHub repository nicknisi/ideation (13 stars, last pushed 4d ago), licensed MIT. It adds 83 tokens to every session and 5,100 once invoked, about $0.0004 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 2026-08-30.

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