CCM
/Skills
SkillsMCPMarketplacesDigestToolsAdvertise

This week in Claude

Every Monday: Claude Code, Agent SDK, MCP, and the Anthropic platform moves worth your time.

Skills by Category
Frontend DevelopmentBackend & APIsTesting & QASecurityDevOps & CI/CDGit & Pull RequestsDocumentationCode Review & QualityAI & Agent BuildingSkill Development
MCP Servers by Category
Sales & MarketingWeb & Browser AutomationDatabasesAI & LLM ToolsCloud & InfrastructureCommunication & MessagingDeveloper ToolsDesign & CreativeDocuments & KnowledgeSearch & Web Crawling
Marketplaces by Category
AI Agents & OrchestrationLLM IntegrationDevelopment ToolsFrontend & UIBackend & APIsDatabasesTesting & Code QualityDevOps & CloudSecurity & ComplianceGit & Version Control

Claude Code Marketplaces

Discover Claude Code plugins, extensions, and tools. Automatically updated directory of Anthropic Claude AI marketplaces with development tools, productivity plugins, and integrations.

Resources

  • Browse Skills
  • Browse MCP Servers
  • Browse Marketplaces
  • Skill index
  • MCP index
  • Marketplace index
  • Plugins Reference

Community

  • About
  • Tools
  • Feedback
  • Privacy Policy
  • Advertise

Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
ruvnet avatar

Agent Refinement

ruvnet/ruflo
1.1k installs67.2k stars
Summary

This is a SPARC methodology specialist that handles the refinement phase of development through TDD and iterative improvement. It ships with pre and post hooks that run your test suite automatically, and the prompt guides you through proper red-green-refactor cycles with concrete examples for writing failing tests first, implementing minimal passing code, then refactoring while keeping tests green. The examples cover realistic scenarios like authentication with account locking, performance optimization, and extracting bottlenecks. If you're serious about test-driven development or need to improve existing code quality systematically, this gives you the structure and discipline to do it right instead of just bolting tests on afterward.

Install to Claude Code

npx -y skills add ruvnet/ruflo --skill agent-refinement --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Categories
AI & Agent Building
First SeenJun 3, 2026
View on GitHub

More from ruvnet/ruflo

All 236 skills →
  • Agent Sparc Coordinator1.1k
  • Agent Crdt Synchronizer1.1k
  • Agent Gossip Coordinator1.1k
  • Agent Migration Plan1.1k
  • Agent V3 Performance Engineer1.1k
  • Agent V3 Queen Coordinator1.1k
  • Agent Github Pr Manager1.1k
  • Agent Scout Explorer1.1k
  • Agent Pagerank Analyzer1.1k
  • Agent Implementer Sparc Coder1.1k
  • Agent Quorum Manager1.1k
  • Agent V3 Integration Architect1.1k
  • Agent Benchmark Suite1.1k
  • Agent Byzantine Coordinator1.1k
  • Agent Queen Coordinator1.1k
  • Agent Authentication1.1k
  • Agent Base Template Generator1.1k
  • Cron Schedule879
  • Iot Firmware875
  • Api Docs862
  • Deep Research862
  • Session Persist750
  • Goal Plan744
  • Iot Fleet739

Recommended

More AI & Agent Building →
ruvnet avatar
agent-sparc-coordinator

ruvnet/ruflo

Agent skill for sparc-coordinator - invoke with $agent-sparc-coordinator
1.1k
67.2k
ruvnet avatar
agent-crdt-synchronizer

ruvnet/ruflo

Agent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizer
1.1k
67.2k
ruvnet avatar
agent-gossip-coordinator

ruvnet/ruflo

Agent skill for gossip-coordinator - invoke with $agent-gossip-coordinator
1.1k
67.2k
ruvnet avatar
agent-migration-plan

ruvnet/ruflo

Agent skill for migration-plan - invoke with $agent-migration-plan
1.1k
67.2k
ruvnet avatar
agent-v3-performance-engineer

ruvnet/ruflo

Agent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineer
1.1k
67.2k
ruvnet avatar
agent-v3-queen-coordinator

ruvnet/ruflo

Agent skill for v3-queen-coordinator - invoke with $agent-v3-queen-coordinator
1.1k
67.2k