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.
/plugin marketplace add nicknisi/ideation/plugin install ideationWrote 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.
[](https://agentmods.dev/skills/nicknisi/ideation/autopilot)<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>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 | $0.00083 | $0.05100 |
| Opus 5 | $0.00042 | $0.02550 |
| Sonnet 5 | $0.00017 | $0.01020 |
| Haiku 4.5 | $0.00008 | $0.00510 |
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.
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
AskUserQuestionto select one
Step 1: Locate & Parse the Contract
- Resolve the contract path (argument or glob). Derive the project directory from it — for
docs/ideation/my-project/contract.md, that'sdocs/ideation/my-project/. - Read the sibling
contract-data.jsonin that directory. Itsexecution.phasesarray already holds each phase'stitle,specPath,prereqs, andrisk— this is the manifest. Also readprojectName,slug,approvalMode("express"= single-confirmation approval, no per-artifact human review — drivesstrictin Step 3), andbranch. - If
branchis set, re-assert the checkout before anything else touches git:git branch --show-current— if it differs,git switch <branch>(create withgit switch -cif 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.) - Validate each
specPathexists. If any are missing, report which and ask the user whether to continue without them or abort. - Fallback if
contract-data.jsonis absent (older projects with onlycontract.md): parse the## Execution Plansection ofcontract.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 asapprovalMode: "express"(setstrictin Step 3). If you cannot parse it, abort with guidance to re-run ideation.
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 First seen · 239 lines · 83 tokens per session scan A 4598cbf20871
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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