xiaohongshu
xiaohongshu
developer-toolbox
Essential development workflow agents for code review, debugging, testing, documentation, and git operations. Includes 7 specialized agents with strong auto-discovery triggers. Use when: setting up development workflows, code reviews, debugging errors, writing tests, generating documentation, cr...
Full skill instructions
A collection of essential development workflow agents that integrate seamlessly with Claude Code.
| Agent | Purpose | Triggers On |
|---|---|---|
| commit-helper | Generate conventional commit messages | "commit message", "staged changes" |
| build-verifier | Verify dist/ matches source after builds | "changes not appearing", "verify build" |
| code-reviewer | Security audits and code quality reviews | "code review", "security audit", "OWASP" |
| debugger | Systematic debugging with root cause analysis | "error", "TypeError", "stack trace", "bug" |
| test-runner | TDD workflow and test creation | "write tests", "TDD", "coverage", "jest" |
| orchestrator | Coordinate complex multi-step projects | "coordinate", "multi-step", "complex feature" |
| documentation-expert | README, API docs, architecture diagrams | "document", "README", "API docs" |
| Rule | Purpose |
|---|---|
| agent-first-thinking | Behavioral interrupt - consider agents before manual work |
# Via marketplace
/plugin install developer-toolbox
# Or local development
/plugin install ./skills/developer-toolbox
After installation, restart Claude Code to load the agents.
"Help me write a commit message for these staged changes"
"My changes aren't appearing in production, verify the build output"
"Review this authentication code for security vulnerabilities"
"I'm getting TypeError: Cannot read property 'map' of undefined"
"Use TDD to implement this user validation function"
"Coordinate a refactor of the authentication system across 5 services"
"Create comprehensive API documentation for this REST endpoint"
All agents follow the "MUST BE USED when" pattern for reliable auto-discovery:
description: |
[Role] specialist. MUST BE USED when: [trigger 1], [trigger 2], [trigger 3].
Use PROACTIVELY for [broad task category].
Keywords: keyword1, keyword2, error-message-fragment
This ensures Claude Code discovers and proposes the right agent automatically based on user requests.
The included agent-first-thinking.md rule encourages using agents by default:
The Inversion:
Triggers:
| If about to... | Use instead... |
|---|---|
| grep/glob 3+ times | Explore agent |
| Read 5+ files | Explore agent |
| Same edit across files | Parallel agents |
| Audit multiple items | Parallel swarm |
Each agent can be extended by editing its markdown file after installation:
# Find installed agents
ls ~/.claude/plugins/cache/*/developer-toolbox/*/agents/
# Or copy to user-level for customization
cp [plugin-path]/agents/code-reviewer.md ~/.claude/agents/
Agents work well together:
"Review this code for security issues, then write tests for the critical paths"
# → code-reviewer first, then test-runner
"Debug this failing test, document the root cause, and commit the fix"
# → debugger → documentation-expert → commit-helper
xiaohongshu
technical spec
product ux expert
database patterns
Conduct multi-agent task orchestration and workflow coordination.
Initialize project with Conductor artifacts (product definition,
Expert in web animations, transitions, and motion design using Framer Motion and CSS
Creates Mermaid and ASCII diagrams for flowcharts, architecture, ERDs, state machines, mindmaps, and more. Use when user mentions diagram, flowchart, mermaid, ASCII diagram, text diagram, terminal diagram, visualize, C4, mindmap, architecture diagram, sequence diagram, ERD, or needs visual docume...
PostgreSQL bindings for H3 hexagonal grid system. Use when working with H3 cells in Postgres, including spatial indexing, geometry/geography integration, and raster analysis.
Context-Driven Development skill for projects using Conductor. Use this skill when you detect a `conductor/` directory in the project, when working on tasks defined in a `plan.md` file, or when the user asks about tracks, specs, or plans. Automatically applies TDD workflow, tracks task completion...
Display project status, active tracks, and next actions
Official Stakpak application containerization standard operating procedure, a step-by-step guidline to properly dockerize applications. This is a rule book curated by the Stakpak Team.
Generate, edit, and beat-sync AI video with leading models in one workspace.
The world's fastest calendar for remote work
Transform Your Design with AI Designer by ImgCreator.ai
Revolutionizing Video Production with AI-Powered Creativity
Extend an image past the frame and let AI fill the new aspect ratio.
Discover your celebrity doppelgänger with StarByFace!
ChainClarity explains 700+ crypto whitepapers in plain English, with layered summaries, comparisons, research tools, alerts, and a $4.99 Pro plan.
Opus.ai: Revolutionize Your Web Experience