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dmlguq456dmlguq456/hearting/skills/autopilot-lab/SKILL.md

autopilot-lab

Skill9 starsChanged 4 days agoMITView on GitHub

Use when experiments need setup, evaluation/analysis, failure reproduction, or result reporting, including fixed results without new measurements. Owns experiments; default preset. Not for reusable evaluation code, independent documents, or fixed-data document layout/caption edits.

The file

We split this skill into the rules it gives an agent

4 rules. About 0 are common, 3 are distinctive, and 1 is very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈3

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Use only this router, harness-manifest.json, and core/WORKFLOW.md §0.2 to propose a route.

    line 24
  2. Distinctive:

    After approval, read the portable procedure set:

    line 37
  3. Distinctive:

    Read the complete portable procedure files listed here when they apply.

    line 41
  4. Distinctive:

    Follow the portable artifact, worktree, role, and verification guards in the selected owner contract.

    line 53

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

autopilot-lab

This is a compact pre-approval entry router. Its manifest-owned frontmatter is the authoritative discovery metadata; it intentionally contains no execution procedure.

Pre-approval boundary

Use only this router, harness-manifest.json, and core/WORKFLOW.md §0.2 to propose a route. Present the one-time confirmation in core/WORKFLOW.md §0.4 unless the same route and scope are already approved. Do not load references before approval.

Post-approval owner contract

Main session only: after approval, read capabilities/autopilot-lab.md. Registered owners read only capabilities/autopilot-lab/references/owner-execution.md; stage workers read only their assigned contracts. The other entry-router steps apply to the main session. A registered owner uses only its Route steps and the latest receipt for runtime commands.

Reference Index

After approval, read the portable procedure set:

Shared Procedure References

Read the complete portable procedure files listed here when they apply; this logical read-set is shared across Claude, Codex, and OpenCode.

  • capabilities/autopilot-lab/references/auto-load-context.md
  • capabilities/autopilot-lab/references/config-provenance.md
  • capabilities/autopilot-lab/references/data-contract.md
  • capabilities/autopilot-lab/references/eval-procedure.md
  • capabilities/autopilot-lab/references/outputs-and-examples.md
  • capabilities/autopilot-lab/references/owner-execution.md
  • capabilities/autopilot-lab/references/setup-procedure.md

Guard pointer

Follow the portable artifact, worktree, role, and verification guards in the selected owner contract. Before the first durable capability artifact, compile and bind the checked route even for direct intensity; direct is a compiled inline node, not route absence. A restriction on native subagents/agents is surface-local and never selects direct execution. Runtime projections must report unsupported mechanics and must not claim physical instruction masking, token, billing, or cost savings without verified evidence.

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Your trail

Files you open will collect here, so you can find them again.

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