Skill Stats - Skill Usage Statistics

Analyze and track skill usage across Claude Code and OpenClaw environments.

Features

Claude Code

• Scans all session files under ~/.claude/projects/
• Categorizes by scope (builtin/plugin/user/project)
• Shows usage frequency, success rate, and last used time
• Identifies unused and deleted skills

OpenClaw

• Scans all session files under ~/.openclaw/agents/main/sessions/
• Categorizes by scope (openclaw-workspace/openclaw-global)
• Parses toolCall-type skill invocation records
• Stores statistics independently

Usage

Execute the statistics script with the required --context parameter:

Claude Code Environment:

npx -y tsx ${SKILL_DIR}/scripts/main.ts --context claude-code

OpenClaw Environment:

npx -y tsx ${SKILL_DIR}/scripts/main.ts --context openclaw

Output Examples

Claude Code

====================================================================================================
Skill Usage Statistics
====================================================================================================
Last Updated: 2026-03-05T09:26:33.759Z

【BUILTIN - Built-in】
----------------------------------------------------------------------------------------------------
  Skill Name                         Calls       Success Rate  Last Used                 Time Ago         Status
  -----------------------------------------------------------------------------------------------
  keybindings-help                   1         100.0%    2026/02/09 19:52      23 days ago      Active

【USER - User】
----------------------------------------------------------------------------------------------------
  skill-stats                        24        100.0%    2026/03/03 22:11      1 day ago        Active
  nano-banana                        10        100.0%    2026/02/24 16:58      9 days ago       Active

OpenClaw

====================================================================================================
Skill Usage Statistics
====================================================================================================
Last Updated: 2026-03-05T09:26:06.765Z

【OPENCLAW-GLOBAL - OpenClaw Global】
----------------------------------------------------------------------------------------------------
  Skill Name                         Calls       Success Rate  Last Used                 Time Ago         Status
  -----------------------------------------------------------------------------------------------
  enterprise-doc                     1         100.0%    2026/03/04 14:45      1 day ago        Active
  file-upload                        1         100.0%    2026/03/05 14:46      Today            Active

How It Works

Claude Code

1. Scans all session files (.jsonl) under ~/.claude/projects/
2. Extracts Skill tool invocation records
3. Calculates call counts, success rates, and project usage for each skill
4. Displays results categorized by scope

OpenClaw

1. Scans session files (.jsonl) under ~/.openclaw/agents/main/sessions/
2. Parses toolCall-type skill invocations (via read tool reading SKILL.md)

   7w4.net收錄了海量優質技能外掛。

3. Identifies workspace-level and global-level skills
4. Stores statistics independently

Data Storage

• Claude Code: ~/.claude/skill-stats/global-stats.json
• OpenClaw: ~/.openclaw/skill-stats/openclaw-global-stats.json

這是一款實用的技能使用統計工具，能幫助使用者瞭解各類 Skill 的呼叫頻率、成功率和使用狀態。文件清晰，示例詳細，上手容易。但缺少完整的依賴配置和測試覆蓋，穩定性有待驗證。適合有技術背景的使用者使用，普通使用者可能需要一定指導。