Claude Code Analyzer

Optimize your Claude Code workflow by analyzing usage patterns, detecting project structure, and discovering community resources.

Capabilities

Feature	Script	Purpose
Usage Analysis	analyze.sh	Extract tool/model usage from history
Project Detection	analyze-claude-md.sh	Detect stack, suggest CLAUDE.md improvements
Feature Reference	fetch-features.sh	List Claude Code capabilities
GitHub Discovery	github-discovery.sh	Find community skills/agents/commands

Workflow

1. Analyze Current Project

Run project structure detection:

bash scripts/analyze-claude-md.sh

If the script is missing or fails, fall back to manual analysis:

• Read the project's CLAUDE.md (or note its absence)
• Check package.json for framework detection
• Scan directory structure for conventions
• Provide CLAUDE.md recommendations based on findings

Identifies:

• Missing CLAUDE.md or incomplete sections
• Undocumented commands or patterns
• Framework-specific suggestions

2. Review Usage Patterns

Analyze Claude Code history for current project:

bash scripts/analyze.sh --current-project

If the script is unavailable, suggest the user check:

• Settings > auto-allowed tools (are frequently-used tools approved?)
• Model usage (cost awareness)
• Common workflow patterns

Identifies:

• Most-used tools (optimize auto-allow)
• Model distribution (cost awareness)
• Active projects

3. Discover Community Resources

Search GitHub for relevant resources:

bash scripts/github-discovery.sh all [query]
bash scripts/github-discovery.sh skills react
bash scripts/github-discovery.sh agents typescript

If the script is unavailable, search GitHub directly:

gh search repos "claude-code plugin" --sort stars --limit 10
gh search repos "claude-code skill" --sort stars --limit 10

4. Generate Recommendations

Based on analysis, provide actionable suggestions:

• CLAUDE.md improvements (load references/best-practices.md if available)
• Settings optimizations
• New skills or agents to create
• Community resources to adopt

Recommendation Patterns

No CLAUDE.md Detected

1. Run stack detection (script or manual)
2. Generate CLAUDE.md template from detected info
3. Include commands from package.json scripts
4. Add architecture notes based on directory structure

Underutilized Features

If analysis shows limited tool variety:

• Suggest auto-allowing frequently-used tools
• Recommend Explore agents for searches
• Propose skills for repeated workflows

High Tool Usage Without Auto-Allow

If frequently used tools aren't auto-allowed:

• Suggest adding to autoAllowedTools in settings
• Reference trust levels in best-practices.md

Dependencies

• jq - JSON processing (required for analyze.sh)
• gh - GitHub CLI (optional, enhances github-discovery.sh)

Install: brew install jq gh