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

• Run stack detection (script or manual)

• Generate CLAUDE.md template from detected info

• Include commands from package.json scripts

• 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