Skills Audit
SkillFiles & storageAudit .agents/skills SKILL.md files. Use for recurring checks of duplicate, overlapping, stale, inconsistent, or broken skills and merge/delete candidates.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Skills Audit skill
What this skill tells your AI
The instructions your AI receives, as published by find-xposed-magisk/lobe-chat in .agents/skills/skills-audit/SKILL.md and read by ahel’s review.
Periodic review of the project-local skill set under .agents/skills/. The goal is to catch drift before the catalog becomes confusing — too many skills, overlapping triggers, descriptions that no longer match the body, references to skills that were renamed/deleted.
Recommended cadence: weekly, or after any week where >1 skill was added/renamed.
Procedure
1 — Inventory
Build a fresh census of all SKILL.md files. Do NOT trust any prior cached list.
find -L .agents/skills -name SKILL.md | wc -l # total count, including symlinked skills
find -L .agents/skills -name SKILL.md -exec wc -l {} \; | sort -rn # by body length, including symlinked skills
Group by domain in a mental table (DB / state / UI / agent / testing / workflow / docs / etc.). Note new arrivals since last audit (git log --since="1 week ago" -- .agents/skills/).
2 — Pull frontmatter for all skills
# Extract name + description for each SKILL.md
for f in .agents/skills/*/SKILL.md; do
echo "=== $(basename $(dirname $f)) ==="
awk '/^---$/{c++; next} c==1' "$f" | head -20
done
Read the description block of every skill. The body can stay unread unless step 4 flags it.
3 — Detect overlap / redundancy
For each pair within the same domain, ask:
- Same description? → likely duplicate (one is probably a stale rename leftover, or a global-vs-local collision).
- Trigger keywords substantially overlap? → either merge, OR tighten one description so the model can choose unambiguously.
- One skill's body says "see also: foo"? → confirm
foostill exists, AND confirm the cross-reference is still meaningful (the referenced skill may have absorbed the referrer's concerns). - Skill duplicates content from
AGENTS.md? → fold into AGENTS.md or slim the skill to just the delta.
Common false positives (do NOT merge):
db-migrationsvsdrizzle— distinct workflows (migration files vs schema authoring).agent-runtime-hooksvsagent-tracingvsagent-signal— different surfaces of the agent system.testingvsacceptance— different test types.
4 — Description format consistency
Apply the standard template:
{Topic + key conventions or scope}. Use when {scenarios — verbs + nouns}. Triggers on {`code-symbols`, 'natural phrases', '中文'}.
Skills with disable-model-invocation: true (user-invoked only, slash commands) don't need Triggers on — they're never auto-routed.
Flag descriptions that:
- ❌ Have NO
Use whenclause (model can't decide when to load it). - ❌ Have NO
Triggers onclause (and aren'tdisable-model-invocation). - ❌ Use weird formats (numbered lists
(1)(2)(3),Triggers:colon instead ofTriggers on,MUST use when ...as opening word). - ❌ Are dramatically terse for a 200+ line body, or dramatically verbose for a 60-line body.
- ❌ Reference deleted/renamed skills.
5 — Stale-skill check
For narrow domain skills (e.g. response-compliance, one-off CLI workflows):
# Confirm the referenced code surface still exists
rg -l "response-compliance|openresponses" packages/ src/ # adjust per skill
git log --since="3 months ago" -- .agents/skills/ < skill > /SKILL.md # is it being maintained?
If the underlying surface is gone and the skill hasn't been edited in 3+ months → flag for archival.
6 — Cross-reference integrity
Any skill body mentioning another skill by name:
# Scan all skill bodies for skill-name references
rg -o '`[a-z][a-z0-9-]+`' .agents/skills/*/SKILL.md | grep -v ':\s*$' | sort -u
For each name extracted, confirm .agents/skills/<name>/SKILL.md exists. Broken references happen after renames — fix them in the same audit pass.
7 — Output report
Produce a markdown summary back to the user with the same structure as the original audit (this skill was created during one):
## 📊 Inventory
{count, domain breakdown}
## 🎯 Recommendations
### 🔴 High confidence
- {action} — {reason}
### 🟡 Medium confidence
- {action} — {reason needs verification}
### 🟢 Low confidence / no-op
- {item considered but skipping because ...}
## 📋 Suggested order
{table of actions with risk + LOC estimate}
End by asking the user which actions to apply — do NOT auto-apply unless the user passed --apply and even then confirm destructive deletes individually.
Output rules
- Be specific. "Skill X overlaps with Y" is useless without naming the overlapping triggers.
- Cite line numbers when flagging description / body issues.
- Don't recommend merges unless the call sites would actually load the merged skill in the same context.
- Don't recommend deletes for skills that haven't been touched recently — "unused" can mean "stable", not "dead".
What NOT to do
- ❌ Don't rename skill directories without checking for cross-references AND user memory entries that name the old slug.
- ❌ Don't normalize a description by removing trigger keywords just to fit the template — the keywords are the routing signal.
- ❌ Don't fold a heavy 200+ line skill into another just because they share a domain — large skills get loaded selectively and merging makes everything load.
- ❌ Don't propose
.agents/skills/INDEX.mdor<domain>-<skill>prefix renames unless the user explicitly asks — costs > benefits for cosmetic reorgs.
Related history
- First audit:
chore/skills-auditbranch (2026-05-25) — deletedsource-command-dedupe, renameddata-fetching→data-fetching-architecture, normalized 9 descriptions, created this skill.
Signals
- GitHub stars
- 30
- Forks
- 9
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
skills-audit- Source
- github.com/find-xposed-magisk/lobe-chat