Explicit-only useful-first orchestration. Invoke only when the user names autoprompt - typed as /autoprompt or in plain language such as "act in autoprompt mode" - to turn a mission into one executable roadmap, build dependency-safe lanes, and verify the result with independent reviewers. Do not infer invocation from requests that never name autoprompt. Never resume from leftover artifacts without an explicit resume instruction.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Autoprompt
Autoprompt is a useful-first orchestration loop. It stores the mission once, produces one independently approved executable roadmap, dispatches implementation-ready lanes directly, and proves the delivered behavior with real tests and fresh review.
## 1. Start contract
The invocation authorizes the mission. Do not ask the user to restate, narrow, or approve it.
Loading the skill or invoking it without a mission never starts or resumes a run, regardless of leftover artifacts. A bare invocation performs only the section-10 frontier check, reports the result, and stops.
Before spawning, resolve only undefined operator knobs:
- **Concurrency:** `tokensaver` (default, up to six live), `wide`/`billionaire` (all ready disjoint work up to the global ceiling), or `custom max_subs=N`.
- **Agent selection:** `off`/inherit, `auto`, or an explicit model list. Before offering this choice, state provider and effort capability as exactly `selectable`, `inherited-only`, `unsupported`, or `unknown`. If selectable, state the verified maximum.
…
The line at the top of this page pins the label git:20260908.7805c14, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_khv35mjqjrv2vwsv
GET https://markdownregistry.com/api/v1/resolve?ref=spielewoy/autoprompt-skill/autoprompt
GET https://markdownregistry.com/api/v1/blob/4debfd8573864436c18698e36fddb9db5f82938ef8adfbbbf694f09a2677caa8
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
spielewoy/autoprompt-skill · agents/claude/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · agents/codex/SKILL.md · Run explicitly requested Autoprompt work with task routing, owned assignments, independent checks, and bounded recovery.
spielewoy/autoprompt-skill · agents/deepseek/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · agents/grok/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · agents/hermes/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · agents/kilo/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · agents/omp/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · agents/opencode/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · agents/prime/skills/autoprompt/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · agents/reasonix/SKILL.md · Run explicitly requested Autoprompt work with task routing, owned assignments, independent checks, and bounded recovery.
spielewoy/autoprompt-skill · agents/reasonix/skills/ap-arbiter/SKILL.md · Report the compatibility redirect to `ap-independent-checker`; this retired role cannot perform new work.
spielewoy/autoprompt-skill · agents/reasonix/skills/ap-depth-prober/SKILL.md · Report the compatibility redirect to `ap-worker`; this retired role cannot perform new work.
spielewoy/autoprompt-skill · agents/grok/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · agents/omp/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · agents/vscode/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · tests/fixtures/reasonix-v1/SKILL.md · Explicit-only useful-first orchestration. Invoke /autoprompt to turn a mission into one executable roadmap, build…
spielewoy/autoprompt-skill · agents/opencode/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · agents/codex/SKILL.md · Run explicitly requested Autoprompt work with task routing, owned assignments, independent checks, and bounded recovery.
spielewoy/autoprompt-skill · agents/hermes/SKILL.md · Run explicitly requested Autoprompt v2 work through the private controller. Ordinary coding and review requests do not…
spielewoy/autoprompt-skill · agents/reasonix/SKILL.md · Run explicitly requested Autoprompt work with task routing, owned assignments, independent checks, and bounded recovery.