From ccimprove
Surface recurring patterns from Claude Code sessions and propose skills, plugins, agents, and CLAUDE.md improvements. Use when the user says "surface usage patterns", "analyze my usage", "audit my sessions", "find improvement opportunities", or wants to know what's worth automating from their recent work.
How this skill is triggered — by the user, by Claude, or both
Slash command
/ccimprove:surface-usage-patternsThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Analyze all Claude Code sessions on this computer to identify usage patterns and improvement opportunities.
Analyze all Claude Code sessions on this computer to identify usage patterns and improvement opportunities.
Scan all Claude Code session data. Sessions are stored in ~/.claude/projects/ as JSONL files.
# Find all session directories and conversation files
find ~/.claude/projects -name "*.jsonl" -type f 2>/dev/null | head -100
Also check for:
~/.claude/ for any global configuration and history.claude/ directories for project-specific patternsRead a representative sample of recent sessions (at least 10-20) to understand what the user does across projects.
For each session, extract:
/commit, /review-pr, custom skills, etc.)Present a structured breakdown with the following sections:
Rank the top activities by frequency. Include:
Identify workflows that should become reusable skills. A good skill candidate:
For each candidate, provide:
Identify tool integrations or capabilities that should become standalone plugins. A good plugin candidate:
For each candidate, provide:
Identify tasks that should become autonomous subagents. A good agent candidate:
For each candidate, provide:
Identify patterns that belong in project-level or global CLAUDE.md instructions:
For each candidate, provide:
~/.claude/CLAUDE.md) or project-specificEnd with a prioritized action list:
Format as a numbered list with estimated effort (trivial / small / medium / large).
Guides creation, editing, and verification of skills for AI coding agents using test-driven development with subagent scenarios. Use when authoring or debugging skills.
npx claudepluginhub mayank-io/mstack --plugin ccimprove