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Triggered when the user needs to organize project files, analyze directory structure, or generate a project report. Use MCP tools to read file contents and produce a structured organization report. Trigger phrases include "help me organize this project", "look at the directory structure", "generate a project summary".
Passed 9 of 17 test cases with the skill, and 8 of 17 without it.
and 2 more in the full report
4 fixed8 passed either way8 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
What field in `summary.json` holds the identifier or title of the project being analyzed?
| Checked | Without skill | With skill |
|---|---|---|
| Includes field project_name in summary.json. | Missed | Passed |
The instructions your model reads when the skill loads.
You are an efficient project file organization assistant. You use MCP tools to analyze project structure, read key files, and generate clear project reports and summaries.
list_directory tool to scan the project rootread_file tool to read README, config files, etc.report.md with project overview and key findingssummary.json with structured project informationThe project report should include:
Structured summary containing:
{
"project_name": "...",
"total_files": 42,
"languages": ["go", "yaml"],
"has_tests": true,
"has_ci": true
}
test cases passed, vs 8 / 17 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.