skill-usage-tracker
Skill3 starsChanged 2 months agoMITView on GitHub
Audit local Skill registrations and routing, or report explicitly requested usage, trends, and feedback. Use for skill 整理, 触发不到, 索引同步, 失效/重复技能, frontmatter problems, or skill usage statistics. Registry maintenance does not require session-log scanning or telemetry setup.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- u7-u7/dev-skillstheir own version, first seen Sep 21, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- u7-u7/dev-skills★ 4same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository11 other files it gives its agents.
- AGENTS.mdAGENTS.md
- asr3601-cross-branch-portingSkill
- asr3601-lvgl-firmware-triageSkill
- asr3601-project-onboardSkill
- asr3601-protocol-branch-matrixSkill
- asr3602-local-build-flashSkill
- asr360x-bug-delivery-orchestratorSkill
- catstudio-log-extractorSkill
- obsidian-fix-pattern-memorySkill
- zentao-bug-resolverSkill
- zentao-bug-triageSkill
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 2 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 18
Run before changing registrations or routing:
- Very specific: line 37
Keep active personal Skills flat under .codex/skills and inactive ones under .codex/skills.disabled.
- Distinctive: line 39
After edits, run the registry audit again.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Skill Usage Tracker
Choose One Operation
| Request | Operation |
| Registration, routing, duplicates, disabled Skills, frontmatter | Read-only registry audit below |
| Usage counts, trends, recent activity, or feedback | Read usage and telemetry |
| Enable local telemetry collection | Read the same reference and use only the requested setup |
Registry Audit
Run before changing registrations or routing:
python "$env:USERPROFILE\.codex\skills\skill-usage-tracker\scripts\skill_usage_tracker.py" registry-audit --strict --jsonThis reads registrations and indexes without applying suggestions. Review missing/stale routes, duplicate or invalid directories, frontmatter errors, and active skills omitted from the index. Distinguish active personal, system, disabled, and plugin-cache entries. A cache match is only a candidate until the current available-skills list exposes its prefixed name.
The report separates registered personal/system Skills, disabled folders, plugin cache candidates, and session-visible names. Without --available-names-file, session exposure is unknown. The legacy active and plugins_or_available fields remain compatibility totals, not session-capability counts.
Optional inputs: --active-root, --disabled-root, --index, --available-names-file, --retired-skills, and --archive-index. By default, archive inventory is checked against retired-skills.yaml and skills-index/archive/index.md beside the active root when either exists. The Archived Entries table must match recoverable folders; historical removals belong in a separate section.
Keep active personal Skills flat under .codex/skills and inactive ones under .codex/skills.disabled. Update the owning routing indexes with any authorized rename/move. Do not delete or disable a Skill from low usage alone.
After edits, run the registry audit again. Report actual registration/route problems and changes; do not present plugin-cache totals as active capabilities.
Does it work?
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People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.