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Wire Commands, Agents, and Skills together for complex features.
Passed 11 of 22 test cases with the skill, and 8 of 22 without it.
and 3 more in the full report
6 fixed5 passed either way8 still failing3 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
An intermittent race condition appeared in our multi-threaded queue worker after phase 3 implementation. Which sub-agent setup should be assigned to investigate this issue?
| Checked | Without skill | With skill |
|---|---|---|
| Assigns the systematic investigation task to the debugger agent utilizing the Opus model with memory. | Missed | Passed |
The instructions your model reads when the skill loads.
Build features through structured phases with validation gates.
/develop <feature>
│
├── Phase 1: Research (orchestrator agent)
│ └── Score confidence → GO/HOLD
│
├── Phase 2: Plan (orchestrator agent)
│ └── Present plan → wait for approval
│
├── Phase 3: Implement (orchestrator agent)
│ └── Execute plan → quality gates
│
└── Phase 4: Review (reviewer agent)
└── Code review → commit
When asked to build a feature:
test cases passed, vs 8 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.