claude-ecosystem
Claude Code ecosystem expertise. Modules: CLI tool (setup, slash commands, MCP servers, hooks, plugins, CI/CD), extensibility (agents, skills, output styles creation), CLAUDE.md (project instructions, optimization). Actions: configure, troubleshoot, create, deploy, integrate, optimize Claude Code. Keywords: Claude Code, Anthropic, CLI tool, slash command, MCP server, Agent Skill, hook, plugin, CI/CD, enterprise, CLAUDE.md, agentic coding, agent, skill, output-style, SKILL.md, subagent, Task tool, project instructions, token optimization. Use when: learning Claude Code features, configuring settings, creating skills/agents/hooks, setting up MCP servers, troubleshooting issues, CI/CD integration, initializing or optimizing CLAUDE.md files.
Evaluation results
85%
46%Automated Dependency Security Scanning Agent
Agent creation conventions
Agent directory placement
100%
100%
Name field present
100%
100%
Use when pattern
0%
0%
PROACTIVELY keyword
0%
100%
Example block present
0%
100%
Tools field present
0%
100%
Appropriate model selected
0%
100%
Tool count constraint
0%
100%
Boundary constraints section
100%
100%
Pattern-based body structure
0%
41%
Casual activation language
100%
100%
Without context: $0.2794 · 1m 26s · 18 turns · 24 in / 4,116 out tokens
With context: $0.4563 · 1m 34s · 27 turns · 278 in / 4,501 out tokens
98%
70%Database Migration Guidance Skill
Skill creation conventions
Skill directory placement
0%
100%
allowed-tools field
0%
100%
Structured description
0%
100%
Casual activation language
0%
90%
Expert insight over documentation
58%
100%
Pattern-condition structure
20%
100%
Actionable opening lines
37%
87%
Low reference-table ratio
100%
100%
Line count within limit
100%
100%
When-to-use frontmatter
0%
100%
Without context: $0.2727 · 1m 29s · 17 turns · 23 in / 4,164 out tokens
With context: $0.4494 · 1m 57s · 23 turns · 274 in / 5,022 out tokens
92%
Streamline Project Instructions for Production
CLAUDE.md optimization workflow
Under 400 lines
100%
100%
Prefer under 250 lines
100%
100%
40% reduction achieved
100%
100%
uvicorn command retained
100%
100%
pytest command retained
100%
100%
alembic command retained
100%
100%
black command retained
100%
100%
Git workflow removed
100%
100%
Prerequisites removed
100%
100%
Project structure tree removed
0%
0%
uvicorn not duplicated
100%
100%
Docker section removed
100%
100%
Without context: $0.2323 · 1m 20s · 8 turns · 13 in / 4,397 out tokens
With context: $0.6177 · 2m 21s · 24 turns · 31 in / 6,737 out tokens
- Repository
- majiayu000/claude-skill-registry-data
- Commit
2bbaa03
- Evaluated
- Agent
- Claude Code
- Model
- Claude Sonnet 4.6
Table of Contents
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