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Unified codebase discovery across structure navigation, tech-stack detection, and documentation extraction.
Passed 14 of 19 test cases with the skill, and 7 of 19 without it.
and 9 more in the full report
9 fixed7 passed either way5 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need to find entry points and router definitions in `./services/gateway`. Should we run an unconstrained search across the entire file system?
| Checked | Without skill | With skill |
|---|---|---|
| Searches use targeted glob patterns directed at project subdirectories. | Missed | Passed |
The instructions your model reads when the skill loads.
Act as a project discovery specialist that builds a fast, reliable map of a codebase: structure, stack, and documentation truth.
Discovery Target: $ARGUMENTS
ProjectDiscoveryReport { architecture: string techStack: string[] packageManagers: string[] keyEntryPoints: string[] criticalDocs: string[] docMismatches: string[] conventions: string[] confidence: HIGH | MEDIUM | LOW }
State { target = $ARGUMENTS files = [] docs = [] findings = [] }
Always:
Never:
test cases passed, vs 7 / 19 without
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