Individual skill
autoprompt
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.
tests/fixtures/harness-v1/agents/claude/SKILL.md
Source commit fe1ded6bd7438c351a976491d270db696e915434
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 10, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- 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
- claude-code Repository topic
- cli Repository topic
- code-review Repository topic
- engineering Derived category
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SKILL.mdcore · 14,914 bytesSKILL.mdcore · 14,914 bytesSKILL.mdcore · 14,914 bytesSKILL.mdcore · 14,914 bytesagents/ap-manager.mddoc · 4,412 bytes
Read excerpt
# 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.