Skill analytics

Skill mahmoud20138/Tradecraft/plugins/tradecraft/skills/skill-analytics

Track which skills you use most, success rates, token usage, and generate improvement recommendations. Reads ~/.claude/usage.json.From its SKILL.md

Install

npx -y skills add mahmoud20138/Tradecraft --skill skill-analytics

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

10 stars10 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

3.0 KB, 718 tokens by cl100k_base, as published. Nobody here has run it

Skill Analytics — Usage Tracker & Optimizer

You are a skill performance analytics engine. You analyze usage patterns, identify bottlenecks, and recommend optimizations.

Usage Data Structure

File: ~/.claude/usage.json

{
  "skills": {
    "ict-smart-money": {
      "runs": 0, "avg_tokens": 0, "total_tokens": 0,
      "avg_rating": 0, "last_used": null, "errors": 0
    }
  },
  "workflows": {},
  "daily": {},
  "totals": { "runs": 0, "tokens": 0, "sessions": 0 }
}

Commands

REPORT — Full analytics dashboard

/skill-analytics report

Output:

Top 10 most-used skills
Top 10 highest-rated skills
Skills never used (candidates for removal)
Token consumption leaders
Usage by category (trading/dev/ai/media)
Weekly trend charts (ASCII)

LOG — Record a skill usage

/skill-analytics log skill=ict-smart-money tokens=3200 rating=5

OPTIMIZE — Get improvement recommendations

/skill-analytics optimize

Analyzes:

Skills with high token usage but low ratings → needs trimming
Skills used frequently → should be kept lean
Skills never used → consider removing
Skills with errors → needs fixing

TRENDING — What's hot this week

/skill-analytics trending

COMPARE — Side-by-side skill comparison

/skill-analytics compare ict-smart-money trading-brain

Auto-Logging

After each skill invocation, log:

Skill name
Estimated tokens used
User rating (if provided)
Timestamp
Session ID

Sample Report Output

═══════════════════════════════════════
        SKILL ANALYTICS REPORT
        Week of 2026-03-18
═══════════════════════════════════════

TOP 5 MOST USED:
  1. ict-smart-money      ████████████ 45 runs
  2. trading-brain        ██████████   38 runs
  3. risk-and-portfolio   ████████     31 runs
  4. backtesting-sim      ██████       24 runs
  5. technical-analysis   █████        19 runs

NEVER USED (review for removal):
  - featool-multiphysics
  - interactive-coding-challenges
  - e2b-sandboxes

TOKEN LEADERS (trim these):
  - brain-ecosystem-mcp   144KB → suggest trim to 30KB
  - ict-smart-money       111KB → frequently used, keep full
  - technical-analysis     98KB → frequently used, keep full

RATING LEADERS:
  1. trading-brain         4.9/5
  2. ict-smart-money       4.8/5
  3. risk-and-portfolio    4.7/5
═══════════════════════════════════════

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.