Menu
Choose the most appropriate repo-local skill for an ambiguous task by consulting .agents/skills/README.md.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | skill-picker |
| description | Choose the most appropriate repo-local skill for an ambiguous task by consulting .agents/skills/README.md. |
| category | context-docs |
| kind | atomic |
| phase | context |
| requires_write | false |
| requires_slurm | false |
| requires_benchmark_artifacts | false |
| delegates_to | [] |
| output_schema | skill_run_summary.v1 |
Use this skill when the user asks which repo-local skill applies, gives a broad or ambiguous workflow request, or asks for routing across issue, PR, benchmark, SLURM, artifact, or docs work.
Select the smallest useful repo-local skill stack when the user request is ambiguous.
.agents/skills/README.md and .agents/skills/skills.yaml.category, kind, phase, requires_write, requires_slurm,
requires_benchmark_artifacts, and delegates_to.| User intent | Primary skill | Secondary skill |
|---|---|---|
| "Take next issue" | goal-issue-implementation | gh-issue-autopilot |
| One selected issue to PR | gh-issue-autopilot | implementation-verification, gh-pr-opener |
| Ambiguous or underspecified issue | issue-contract-maintainer | gh-issue-sequencer |
| Create new issue | gh-issue-creator | gh-issue-sequencer |
| Sequence issue batch | gh-issue-sequencer | gh-issue-priority-assessor |
| Fix PR comments | gh-pr-comment-fixer | pr-ready-check |
| Open PR | gh-pr-opener | artifact-provenance |
| Verify implementation | implementation-verification | pr-ready-check |
| Branch cleanup | clean-up | pr-ready-check |
| Worktree setup or cleanup | skill-picker | gh-issue-autopilot, clean-up; see AGENTS.md |
| Benchmark-sensitive review | review-benchmark-change | benchmark-row-status |
| Camera-ready benchmark audit | analyze-camera-ready-benchmark | artifact-provenance |
| Submit training or benchmark job | slurm-campaign-submit | artifact-provenance |
| Submit issue-791 Auxme job | auxme-issue791-submit | slurm-campaign-submit |
| Stage external data | data-staging-provenance | artifact-provenance |
| Synthesize multiple evidence sources | evidence-synthesis | paper-facing-docs |
| Durable context note | context-note-maintainer | paper-facing-docs when claims matter |
autoresearch for ordinary cleanup.paper-facing-docs for non-claim docs.gh-issue-autopilot for ambiguous issues; route to issue-contract-maintainer.auxme-issue791-submit for non-issue-791 campaigns.benchmark-overview as validation proof; it is an orientation skill.AGENTS.md
worktree lifecycle sections instead of inventing a new skill.Compact routing note:
Open a conservative Robot SF PR with scope verification, freshness checks, and artifact discipline.
Use for an autonomous Robot SF issue-to-PR loop that selects eligible GitHub issues, implements one scoped issue at a time, validates, pushes, and opens PRs.
Guarded PR merger; merges merge-ready PRs after verifying label, CI status, branch protection, and preflight checks.
Use for an autonomous Robot SF PR review loop that fixes scoped review gaps, validates proof, resolves review threads, and applies merge-ready; not for merging.
Autonomous issue-to-PR workflow from next eligible issue to ready PR with consistent metadata handling.
Continuous goal autopilot; orchestrates implement, review, merge, and discover cycles with preflight validation and delegation failure recovery.