Individual skill

autoprompt

Explicit-only useful-first orchestration. Invoke /autoprompt to turn a mission into one executable roadmap, build dependency-safe lanes, and verify the result with independent reviewers. Never infer invocation from ordinary requests. Never resume from leftover artifacts without an explicit resume instruction.

tests/fixtures/reasonix-v1/SKILL.md

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Observed behavior: Instructions only
Last checked: Nov 10, 2026

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Repository stars (not skill ratings): 1,224
Repository last updated: Oct 4, 2026
License: MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

agent-orchestration Repository topic
agent-skills Repository topic
agentic-workflows Repository topic
ai-agents Repository topic
ai-coding Repository topic
automated-testing Repository topic
autonomous-agents Repository topic
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cli Repository topic
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SKILL.mdcore · 11,863 bytes
ap-manager.mddoc · 4,403 bytes

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# 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. Reasonix subagents inherit the runtime model, so effort capability is exactly `inherited-only`; never claim a selectable effort.