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Developer agent skill router - routes to 31 dev skills by category and signal keywords, manages 5 sub-agents.
Passed 21 of 22 test cases with the skill, and 7 of 22 without it.
and 18 more in the full report
15 fixed6 passed either way0 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
What sub-agent should be executed immediately after developer-validation passes successfully?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies automated git commit execution as the final sub-agent step following successful validation. | Missed | Passed |
The instructions your model reads when the skill loads.
"Right skill, right sub-agent, right time."
Typical task types and the skill combinations that work well for them.
Skills:
Why: Research ensures patterns are followed.
Skills:
Why: Full server-authoritative stack from architecture to client. Validation ensures server builds correctly.
Skills:
test cases passed, vs 7 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.