Audit and update a project README, or bootstrap a new one. Detects tech stack, versions, and services.
SkillScore73Maintained
Automatic
◆Doc Ops pack
Last verified 8/21/2026
What it changes
Passed 14 of 19 test cases with the skill, and 11 of 19 without it.
Without skill59%
With skill73%
Checks it passed that the model alone missed
Comments out dead links with an explanatory note.
Treats subjective prose descriptions as human domain.
Excludes optional status badges from the findings report.
and 4 more in the full report
5 fixed11 passed either way4 still failing2 broke
Pass-rate lift
+14 pp
Tokens
+53%
Agent turns
0%
Response time
-58%
Model gemini-3.6-flashMeasured 8/21/2026v116 of 22 cases passed with skill · 19 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 5
Prompt
We just cloned a repository that has no `README.md` file. I did not pass any optional flags like `--bootstrap`. Should I wait for an explicit `--bootstrap` flag or proceed with creating a README?
What was checked, without and with the skill
Checked
Without skill
With skill
Initiates Bootstrap mode automatically when README.md is absent without requiring the explicit `--bootstrap` flag.
Missed
Passed
case-11 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md159 linessingle file
README Refresh
Audit and update the project README, or bootstrap one if it doesn't exist. The README is a living document — it evolves with the code and should always reflect the current state of the project.
Command Options
--bootstrap: Force bootstrap mode even if a README exists (useful to start fresh)
Your task
Step 0: Detect mode
If README.md exists at the project root and --bootstrap was not passed: enter Refresh mode (Step 1).
If README.md does not exist or --bootstrap was passed: enter Bootstrap mode (Step 5).
Refresh Mode
Step 1: Scan the project
Gather facts from the codebase. Do not rely on the README's current claims — verify independently.
Tech stack and versions:
Ruby version: .ruby-version, Gemfile.lock (RUBY VERSION section), .tool-versions
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