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Navigate and understand codebases using agentlens hierarchical documentation.
Passed 17 of 21 test cases with the skill, and 3 of 21 without it.
and 13 more in the full report
16 fixed3 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
I'm starting on this repository for the first time. Can you map out the overall structure and key components for me using the project's documentation system? Please present your findings as a high-level architectural overview followed by a bulleted breakdown of the main functional areas.
| Checked | Without skill | With skill |
|---|---|---|
| Directs reading `.agentlens/INDEX.md` as the initial file for mapping project structure. | Missed | Passed |
The instructions your model reads when the skill loads.
Always start by reading .agentlens/INDEX.md for the project map.
| Level | File | Purpose |
|---|---|---|
| L0 | INDEX.md | Project overview, all modules listed |
| L1 | modules/{slug}/MODULE.md | Module details, file list |
| L1 | modules/{slug}/outline.md | Symbols in large files |
| L1 | modules/{slug}/memory.md | TODOs, warnings, business rules |
| L1 | modules/{slug}/imports.md | File dependencies |
| L2 | files/{slug}.md | Deep docs for complex files |
INDEX.md → Find module → MODULE.md → outline.md/memory.md → Source file
| You Need | Read This |
|---|---|
| Project overview | .agentlens/INDEX.md |
| Find a module | INDEX.md, search module name |
| Understand a module | modules/{slug}/MODULE.md |
| Find function/class in large file | modules/{slug}/outline.md |
| Find TODOs, warnings, rules | modules/{slug}/memory.md |
| Understand file dependencies | modules/{slug}/imports.md |
agentlens command if they seem staletest cases passed, vs 3 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.