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Get Started Free →Resource manager. Maintains hired-worker wording, aliases, keyword mapping, and hire recommendations.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 27% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -4% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -22% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 17% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 6% | 0% |
Manage worker availability and invocation wording.
.harness/shared/hr-roster.json.harness/shared/resource-index.json.harness/shared/HR-Resource/*/SKILL.md.claude/skills/{owning-cxx}/{worker}/SKILL.md and .codex/skills/{owning-cxx}/{worker}/SKILL.md.harness/documents/{mission}/{owning-cxx}/workers/{worker}.md.harness/conventions/{owning-cxx}.md and .harness/gotchas/{owning-cxx}.md## Implementation Notes report appendix requirement..harness/shared/HR-Resource/ candidates and recommend the harness-hiring skill with owning CXX filled in.Every worker assignment must include only the convention/gotcha links relevant to the assigned task. The owning CXX selects those links from its CXX index files.
Every worker assignment must require the worker to append an English ## Implementation Notes section with these subsections: Design Decisions, Deviations, Tradeoffs, and Open Questions. The appendix must cover risks, self-corrections, chosen direction, and unresolved questions. Use None for empty subsections.
Other measured skills in the registry, with their headline benchmark lift.