Pair Programming
Skill80k starsChanged 4 days agoMITView on GitHub
AI-assisted pair programming with multiple modes (driver/navigator/switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code review, security scanning, and performance optimization with truth-score verification.
- Installs packages
We split this skill into the rules it gives an agent
13 rules. 1 is common, 8 are distinctive, and 4 are very specific to this project.
1
Common
Most of the 32 edited versions we read keep these.
8
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 27
Follow mode and aiRole. As driver you write the code and the human reviews.
- Very specific: line 28
When switchDue is true, run ruflo pair switch, announce the swap, and continue in the new role.
- Common: line 211
TDD Mode: - Test-Driven Development:
- Distinctive: line 1101
Session Notes: - Document important decisions
- Distinctive: line 1105
Test Early: - Run tests after each change
- Distinctive: line 1106
Verify Before Commit: - Check truth scores
- Distinctive: line 1107
Review Security: - Always for sensitive code
- Very specific: line 1108
Profile Performance: - Use /perf for optimization
- Distinctive: line 1110
Learn from AI: - Ask questions frequently
- Distinctive: line 1113
Driver Mode: When learning, controlling implementation
- Distinctive: line 1125
Verify configuration file syntax
- Very specific: line 1130
Use --recover to restore
- Distinctive: line 1139
Use lighter AI model
“Common” is measured: kept by at least 6 in 10 of the 32 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Pair Programming
Collaborative AI pair programming with intelligent role management, real-time quality monitoring, and comprehensive development workflows.
What This Skill Does
This skill provides professional pair programming capabilities with AI assistance, supporting multiple collaboration modes, continuous verification, and integrated testing. It manages driver/navigator roles, performs real-time code review, tracks quality metrics, and ensures high standards through truth-score verification.
Key Capabilities:
- Multiple Modes: Driver, Navigator, Switch, TDD, Review, Mentor, Debug
- Real-Time Verification: Automatic quality scoring with rollback on failures
- Role Management: Seamless switching between driver/navigator roles
- Testing Integration: Auto-generate tests, track coverage, continuous testing
- Code Review: Security scanning, performance analysis, best practice enforcement
- Session Persistence: Auto-save, recovery, export, and sharing
How Claude Code Uses This
The CLI holds the session state; Claude Code reads it. There is no REPL to type into.
- At the start of every turn run
ruflo pair status --json. Ifactiveisfalse, this skill is dormant. - Follow
modeandaiRole. As driver you write the code and the human reviews. As navigator you review and suggest and never edit unless asked.tdd,review,mentoranddebugrefine that behaviour as described below. - When
switchDueistrue, runruflo pair switch, announce the swap, and continue in the new role. - Change mode mid-session with
ruflo pair mode <mode>. The human can run the same commands from their shell.
State lives in .claude-flow/sessions/pair/current.json. ruflo pair end archives it to history.jsonl next to it.
Prerequisites
Required:
- Ruflo CLI installed (
npm install -g ruflo), which provides theruflo paircommand - Git repository (optional but recommended)
Recommended:
- Testing framework (Jest, pytest, etc.)
- Linter configured (ESLint, pylint, etc.)
- Code formatter (Prettier, Black, etc.)
Quick Start
Basic Session
# Start simple pair programming
ruflo pair startTDD Session
# Test-driven development
ruflo pair start \
--mode tdd \
--test-first \
--coverage 90Complete Guide
Session Control Commands
Starting Sessions
# Basic start
ruflo pair start
# Expert refactoring session
ruflo pair start \
--agent senior-dev \
--focus refactor \
--verify \
--threshold 0.98
# Debugging session
ruflo pair start \
--agent debugger-expert \
--focus debug \
--review
# Learning session
ruflo pair start \
--mode mentor \
--pace slow \
--examplesSession Management
# Check status
ruflo pair status
# View history
ruflo pair history
# Pause session
/pause [--reason <reason>]
# Resume session
/resume
# End session
ruflo pair end [--save] [--report]Available Modes
Driver Mode
You write code while AI provides guidance.
ruflo pair start --mode driverYour Responsibilities:
- Write actual code
- Implement solutions
- Make immediate decisions
- Handle syntax and structure
AI Navigator:
- Strategic guidance
- Spot potential issues
- Suggest improvements
- Real-time review
- Track overall direction
Best For:
- Learning new patterns
- Implementing familiar features
- Quick iterations
- Hands-on debugging
Commands:
/suggest - Get implementation suggestions
/review - Request code review
/explain - Ask for explanations
/optimize - Request optimization ideas
/patterns - Get pattern recommendationsNavigator Mode
AI writes code while you provide direction.
ruflo pair start --mode navigatorYour Responsibilities:
- Provide high-level direction
- Review generated code
- Make architectural decisions
- Ensure business requirements
AI Driver:
- Write implementation code
- Handle syntax details
- Implement your guidance
- Manage boilerplate
- Execute refactoring
Best For:
- Rapid prototyping
- Boilerplate generation
- Learning from AI patterns
- Exploring solutions
Commands:
/implement - Direct implementation
/refactor - Request refactoring
/test - Generate tests
/document - Add documentation
/alternate - See alternative approachesSwitch Mode
Automatically alternates roles at intervals.
# Default 10-minute intervals
ruflo pair start --mode switch
# 5-minute intervals (rapid)
ruflo pair start --mode switch --interval 5m
# 15-minute intervals (deep focus)
ruflo pair start --mode switch --interval 15mHandoff Process:
- 30-second warning before switch
- Current driver completes thought
- Context summary generated
- Roles swap smoothly
- New driver continues
Best For:
- Balanced collaboration
- Knowledge sharing
- Complex features
- Extended sessions
Specialized Modes
TDD Mode - Test-Driven Development:
ruflo pair start \
--mode tdd \
--test-first \
--coverage 100Workflow: Write failing test → Implement → Refactor → Repeat
Review Mode - Continuous code review:
ruflo pair start \
--mode review \
--strict \
--securityFeatures: Real-time feedback, security scanning, performance analysis
Mentor Mode - Learning-focused:
ruflo pair start \
--mode mentor \
--explain-all \
--pace slowFeatures: Detailed explanations, step-by-step guidance, pattern teaching
Debug Mode - Problem-solving:
ruflo pair start \
--mode debug \
--verbose \
--traceFeatures: Issue identification, root cause analysis, fix suggestions
In-Session Commands
Code Commands
/explain [--level basic|detailed|expert]
Explain the current code or selection
/suggest [--type refactor|optimize|security|style]
Get improvement suggestions
/implement <description>
Request implementation (navigator mode)
/refactor [--pattern <pattern>] [--scope function|file|module]
Refactor selected code
/optimize [--target speed|memory|both]
Optimize code for performance
/document [--format jsdoc|markdown|inline]
Add documentation to code
/comment [--verbose]
Add inline comments
/pattern <pattern-name> [--example]
Apply a design patternTesting Commands
/test [--watch] [--coverage] [--only <pattern>]
Run test suite
/test-gen [--type unit|integration|e2e]
Generate tests for current code
/coverage [--report html|json|terminal]
Check test coverage
/mock <target> [--realistic]
Generate mock data or functions
/test-watch [--on-save]
Enable test watching
/snapshot [--update]
Create test snapshotsReview Commands
/review [--scope current|file|changes] [--strict]
Perform code review
/security [--deep] [--fix]
Security analysis
/perf [--profile] [--suggestions]
Performance analysis
/quality [--detailed]
Check code quality metrics
/lint [--fix] [--config <config>]
Run linters
/complexity [--threshold <value>]
Analyze code complexityNavigation Commands
/goto <file>[:line[:column]]
Navigate to file or location
/find <pattern> [--regex] [--case-sensitive]
Search in project
/recent [--limit <n>]
Show recent files
/bookmark [add|list|goto|remove] [<name>]
Manage bookmarks
/history [--limit <n>] [--filter <pattern>]
Show command history
/tree [--depth <n>] [--filter <pattern>]
Show project structureGit Commands
/diff [--staged] [--file <file>]
Show git diff
/commit [--message <msg>] [--amend]
Commit with verification
/branch [create|switch|delete|list] [<name>]
Branch operations
/stash [save|pop|list|apply] [<message>]
Stash operations
/log [--oneline] [--limit <n>]
View git log
/blame [<file>]
Show git blameAI Partner Commands
/agent [switch|info|config] [<agent-name>]
Manage AI agent
/teach <preference>
Teach the AI your preferences
/feedback [positive|negative] <message>
Provide feedback to AI
/personality [professional|friendly|concise|verbose]
Adjust AI personality
/expertise [add|remove|list] [<domain>]
Set AI expertise focusMetrics Commands
/metrics [--period today|session|week|all]
Show session metrics
/score [--breakdown]
Show quality scores
/productivity [--chart]
Show productivity metrics
/leaderboard [--personal|team]
Show improvement leaderboardRole & Mode Commands
/switch [--immediate]
Switch driver/navigator roles
/mode <type>
Change mode (driver|navigator|switch|tdd|review|mentor|debug)
/role
Show current role
/handoff
Prepare role handoffCommand Shortcuts
| Alias | Full Command |
/s | /suggest |
/e | /explain |
/t | /test |
/r | /review |
/c | /commit |
/g | /goto |
/f | /find |
/h | /help |
/sw | /switch |
/st | /status |
Configuration
Basic Configuration
Create .claude-flow/pair-config.json:
{
"pair": {
"enabled": true,
"defaultMode": "switch",
"defaultAgent": "auto",
"autoStart": false,
"theme": "professional"
}
}Complete Configuration
{
"pair": {
"general": {
"enabled": true,
"defaultMode": "switch",
"defaultAgent": "senior-dev",
"language": "javascript",
"timezone": "UTC"
},
"modes": {
"driver": {
"enabled": true,
"suggestions": true,
"realTimeReview": true,
"autoComplete": false
},
"navigator": {
"enabled": true,
"codeGeneration": true,
"explanations": true,
"alternatives": true
},
"switch": {
"enabled": true,
"interval": "10m",
"warning": "30s",
"autoSwitch": true,
"pauseOnIdle": true
}
},
"verification": {
"enabled": true,
"threshold": 0.95,
"autoRollback": true,
"preCommitCheck": true,
"continuousMonitoring": true,
"blockOnFailure": true
},
"testing": {
"enabled": true,
"autoRun": true,
"framework": "jest",
"onSave": true,
"coverage": {
"enabled": true,
"minimum": 80,
"enforce": true,
"reportFormat": "html"
}
},
"review": {
"enabled": true,
"continuous": true,
"preCommit": true,
"security": true,
"performance": true,
"style": true,
"complexity": {
"maxComplexity": 10,
"maxDepth": 4,
"maxLines": 100
}
},
"git": {
"enabled": true,
"autoCommit": false,
"commitTemplate": "feat: {message}",
"signCommits": false,
"pushOnEnd": false,
"branchProtection": true
},
"session": {
"autoSave": true,
"saveInterval": "5m",
"maxDuration": "4h",
"idleTimeout": "15m",
"breakReminder": "45m",
"metricsInterval": "1m"
},
"ai": {
"model": "advanced",
"temperature": 0.7,
"maxTokens": 4000,
"personality": "professional",
"expertise": ["backend", "testing", "security"],
"learningEnabled": true
}
}
}Built-in Agents
{
"agents": {
"senior-dev": {
"expertise": ["architecture", "patterns", "optimization"],
"style": "thorough",
"reviewLevel": "strict"
},
"tdd-specialist": {
"expertise": ["testing", "mocks", "coverage"],
"style": "test-first",
"reviewLevel": "comprehensive"
},
"debugger-expert": {
"expertise": ["debugging", "profiling", "tracing"],
"style": "analytical",
"reviewLevel": "focused"
},
"junior-dev": {
"expertise": ["learning", "basics", "documentation"],
"style": "questioning",
"reviewLevel": "educational"
}
}
}CLI Configuration
# Set configuration
ruflo pair config set defaultMode switch
ruflo pair config set verification.threshold 0.98
# Get configuration
ruflo pair config get
ruflo pair config get defaultMode
# Export/Import
ruflo pair config export > config.json
ruflo pair config import config.json
# Reset
ruflo pair config resetProfile Management
Create reusable profiles:
# Create profile
ruflo pair profile create refactoring \
--mode driver \
--verify true \
--threshold 0.98 \
--focus refactor
# Use profile
ruflo pair start --profile refactoring
# List profiles
ruflo pair profile listProfile configuration:
{
"profiles": {
"refactoring": {
"mode": "driver",
"verification": {
"enabled": true,
"threshold": 0.98
},
"focus": "refactor"
},
"debugging": {
"mode": "navigator",
"agent": "debugger-expert",
"trace": true,
"verbose": true
},
"learning": {
"mode": "mentor",
"pace": "slow",
"explanations": "detailed",
"examples": true
}
}
}Real-World Examples
Example 1: Feature Implementation
Implementing user authentication with JWT tokens:
# Session setup
ruflo pair start \
--mode switch \
--agent senior-dev \
--focus implement \
--verify \
--testSession Flow:
👥 Starting pair programming for authentication feature...
[DRIVER: You - 10 minutes]
/explain JWT authentication flow
> AI explains JWT concepts and best practices
/suggest implementation approach
> AI suggests using middleware pattern with refresh tokens
# You write the basic auth middleware structure
[SWITCH TO NAVIGATOR]
[NAVIGATOR: AI - 10 minutes]
/implement JWT token generation with refresh tokens
> AI generates secure token implementation
/test-gen
> AI creates comprehensive test suite
[SWITCH TO DRIVER]
[DRIVER: You - 10 minutes]
# You refine the implementation
/review --security
> AI performs security review, suggests improvements
/commit --message "feat: JWT authentication with refresh tokens"
✅ Truth Score: 0.98 - Committed successfullyExample 2: Bug Fixing
Debugging a memory leak in Node.js:
# Session setup
ruflo pair start \
--mode navigator \
--agent debugger-expert \
--focus debug \
--traceSession Flow:
👥 Starting debugging session...
/status
> Analyzing application for memory issues...
/perf --profile
> Memory usage growing: 150MB → 450MB over 10 minutes
/find "new EventEmitter" --regex
> Found 3 instances of EventEmitter creation
/inspect eventEmitters --deep
> Discovering listeners not being removed
/suggest fix for memory leak
> AI suggests: "Add removeListener in cleanup functions"
/implement cleanup functions for all event emitters
> AI generates proper cleanup code
/test
> Memory stable at 150MB ✅
/commit --message "fix: memory leak in event emitters"Example 3: TDD Session
Building shopping cart with test-driven development:
# Session setup
ruflo pair start \
--mode tdd \
--agent tdd-specialist \
--test-firstSession Flow:
👥 TDD Session: Shopping Cart Feature
[RED PHASE]
/test-gen "add item to cart"
> AI writes failing test:
✗ should add item to cart
✗ should update quantity for existing item
✗ should calculate total price
[GREEN PHASE]
/implement minimal cart functionality
> You write just enough code to pass tests
/test
> Tests passing: 3/3 ✅
[REFACTOR PHASE]
/refactor --pattern repository
> AI refactors to repository pattern
/test
> Tests still passing: 3/3 ✅
[NEXT CYCLE]
/test-gen "remove item from cart"
> AI writes new failing tests...Example 4: Code Refactoring
Modernizing legacy code:
# Session setup
ruflo pair start \
--mode driver \
--focus refactor \
--verify \
--threshold 0.98Session Flow:
👥 Refactoring Session: Modernizing UserService
/analyze UserService.js
> AI identifies:
- Callback hell (5 levels deep)
- No error handling
- Tight coupling
- No tests
/suggest refactoring plan
> AI suggests:
1. Convert callbacks to async/await
2. Add error boundaries
3. Extract dependencies
4. Add unit tests
/test-gen --before-refactor
> AI generates tests for current behavior
/refactor callbacks to async/await
# You refactor with AI guidance
/test
> All tests passing ✅
/review --compare
> AI shows before/after comparison
> Code complexity: 35 → 12
> Truth score: 0.99 ✅
/commit --message "refactor: modernize UserService with async/await"Example 5: Performance Optimization
Optimizing slow React application:
# Session setup
ruflo pair start \
--mode switch \
--agent performance-expert \
--focus optimize \
--profileSession Flow:
👥 Performance Optimization Session
/perf --profile
> React DevTools Profiler Results:
- ProductList: 450ms render
- CartSummary: 200ms render
- Unnecessary re-renders: 15
/suggest optimizations for ProductList
> AI suggests:
1. Add React.memo
2. Use useMemo for expensive calculations
3. Implement virtualization for long lists
/implement React.memo and useMemo
# You implement with AI guidance
/perf --profile
> ProductList: 45ms render (90% improvement!) ✅
/implement virtualization with react-window
> AI implements virtual scrolling
/perf --profile
> ProductList: 12ms render (97% improvement!) ✅
> FPS: 60 stable ✅
/commit --message "perf: optimize ProductList with memoization and virtualization"Example 6: API Development
Building RESTful API with Express:
# Session setup
ruflo pair start \
--mode navigator \
--agent backend-expert \
--focus implement \
--testSession Flow:
👥 API Development Session
/design REST API for blog platform
> AI designs endpoints:
POST /api/posts
GET /api/posts
GET /api/posts/:id
PUT /api/posts/:id
DELETE /api/posts/:id
/implement CRUD endpoints with validation
> AI implements with Express + Joi validation
/test-gen --integration
> AI generates integration tests
/security --api
> AI adds:
- Rate limiting
- Input sanitization
- JWT authentication
- CORS configuration
/document --openapi
> AI generates OpenAPI documentation
/test --integration
> All endpoints tested: 15/15 ✅Session Templates
Quick Start Templates
# Refactoring template
ruflo pair --template refactor
# Focus: Code improvement
# Verification: High (0.98)
# Testing: After each change
# Review: Continuous
# Feature template
ruflo pair --template feature
# Focus: Implementation
# Verification: Standard (0.95)
# Testing: On completion
# Review: Pre-commit
# Debug template
ruflo pair --template debug
# Focus: Problem solving
# Verification: Moderate (0.90)
# Testing: Regression tests
# Review: Root cause
# Learning template
ruflo pair --template learn
# Mode: Mentor
# Pace: Slow
# Explanations: Detailed
# Examples: ManySession Management
Session Status
ruflo pair statusOutput:
👥 Pair Programming Session
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Session ID: pair_1755021234567
Duration: 45 minutes
Status: Active
Partner: senior-dev
Current Role: DRIVER (you)
Mode: Switch (10m intervals)
Next Switch: in 3 minutes
📊 Metrics:
├── Truth Score: 0.982 ✅
├── Lines Changed: 234
├── Files Modified: 5
├── Tests Added: 12
├── Coverage: 87% ↑3%
└── Commits: 3
🎯 Focus: Implementation
📝 Current File: src/auth/login.jsSession History
ruflo pair historyOutput:
📚 Session History
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. 2024-01-15 14:30 - 16:45 (2h 15m)
Partner: expert-coder
Focus: Refactoring
Truth Score: 0.975
Changes: +340 -125 lines
2. 2024-01-14 10:00 - 11:30 (1h 30m)
Partner: tdd-specialist
Focus: Testing
Truth Score: 0.991
Tests Added: 24
3. 2024-01-13 15:00 - 17:00 (2h)
Partner: debugger-expert
Focus: Bug Fixing
Truth Score: 0.968
Issues Fixed: 5Session Persistence
# Save session
ruflo pair --save [--name <name>]
# Load session
ruflo pair --load <session-id>
# Export session
ruflo pair --export <session-id> [--format json|md]
# Generate report
ruflo pair --report <session-id>Background Sessions
# Start in background
ruflo pair start --background
# Monitor background session
ruflo pair --monitor
# Attach to background session
ruflo pair --attach <session-id>
# End background session
ruflo pair end <session-id>Advanced Features
Custom Commands
Define in configuration:
{
"customCommands": {
"tdd": "/test-gen && /test --watch",
"full-review": "/lint --fix && /test && /review --strict",
"quick-fix": "/suggest --type fix && /implement && /test"
}
}Use custom commands:
/custom tdd
/custom full-reviewCommand Chaining
/test && /commit && /push
/lint --fix && /test && /review --strictSession Recording
# Start with recording
ruflo pair start --record
# Replay session
ruflo pair --replay <session-id>
# Session analytics
ruflo pair --analytics <session-id>Integration Options
With Git:
ruflo pair start --git --auto-commitWith CI/CD:
ruflo pair start --ci --non-interactiveWith IDE:
ruflo pair start --ide vscodeBest Practices
Session Practices
- Clear Goals - Define session objectives upfront
- Appropriate Mode - Choose based on task type
- Enable Verification - For critical code paths
- Regular Testing - Maintain quality continuously
- Session Notes - Document important decisions
- Regular Breaks - Take breaks every 45-60 minutes
Code Practices
- Test Early - Run tests after each change
- Verify Before Commit - Check truth scores
- Review Security - Always for sensitive code
- Profile Performance - Use
/perffor optimization - Save Sessions - For complex work
- Learn from AI - Ask questions frequently
Mode Selection
- Driver Mode: When learning, controlling implementation
- Navigator Mode: For rapid prototyping, generation
- Switch Mode: Long sessions, balanced collaboration
- TDD Mode: Building with tests
- Review Mode: Quality focus
- Mentor Mode: Learning priority
- Debug Mode: Fixing issues
Troubleshooting
Session Won't Start
- Check agent availability
- Verify configuration file syntax
- Ensure clean workspace
- Review log files
Session Disconnected
- Use
--recoverto restore - Check network connection
- Verify background processes
- Review auto-save files
Poor Performance
- Reduce verification threshold
- Disable continuous testing
- Check system resources
- Use lighter AI model
Configuration Issues
- Validate JSON syntax
- Check file permissions
- Review priority order (CLI > env > project > user > global)
- Run
ruflo pair config validate
Quality Metrics
Truth Score Thresholds
Error: < 0.90 ❌
Warning: 0.90 - 0.95 ⚠️
Good: 0.95 - 0.98 ✅
Excellent: > 0.98 🌟Coverage Thresholds
Error: < 70% ❌
Warning: 70% - 80% ⚠️
Good: 80% - 90% ✅
Excellent: > 90% 🌟Complexity Thresholds
Error: > 15 ❌
Warning: 10 - 15 ⚠️
Good: 5 - 10 ✅
Excellent: < 5 🌟Environment Variables
Override configuration via environment:
export CLAUDE_PAIR_MODE=driver
export CLAUDE_PAIR_VERIFY=true
export CLAUDE_PAIR_THRESHOLD=0.98
export CLAUDE_PAIR_AGENT=senior-dev
export CLAUDE_PAIR_AUTO_TEST=trueCommand History
Navigate history:
↑/↓- Navigate through command historyCtrl+R- Search command history!!- Repeat last command!<n>- Run command n from history
Keyboard Shortcuts (Configurable)
Default shortcuts:
{
"shortcuts": {
"switch": "ctrl+shift+s",
"suggest": "ctrl+space",
"review": "ctrl+r",
"test": "ctrl+t"
}
}Related Commands
ruflo pair --help- Show helpruflo pair config- Manage configurationruflo pair profile- Manage profilesruflo pair templates- List templatesruflo pair agents- List available agents
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- Jul 13, 2025hallucinated alpha feature? "hive-mind resume" in README — ruvnet/ruflo3 reactions · 4 comments
- Aug 14, 2026bug(github-url-intercept): valid leading-dot file paths fail validation — rjmurillo/ai-agents1 reaction · 2 comments
- Jan 26, 2026fix: Character bleeding in statusline multiline display — ruvnet/ruflo1 reaction · 1 comment
- Jan 17, 2026🐘 RuVector PostgreSQL Bridge - Enterprise Vector Database Integration — ruvnet/ruflo1 reaction · 1 comment
- Jan 11, 2026Quite a few bad links in the docs — ruvnet/ruflo1 reaction · 2 comments
- Dec 20, 2025Epic: Claude-Flow Inspired Enhancements — rjmurillo/ai-agents1 reaction · 11 comments
- Oct 10, 2025[fix] Fix marketplace.json schema validation (v2.5.0-alpha.140) — ruvnet/ruflo1 reaction
- Sep 30, 2025🚀 v2.5.0-alpha.130+ SDK Release notes — ruvnet/ruflo1 reaction · 3 comments
- Aug 18, 2025Are BMad better than Claude Flow and SuperClaude? — UfoMiao/zcf1 reaction · 8 comments
- Aug 9, 2025Add session-manager.sh to .claude/helpers — ruvnet/ruflo1 reaction
- Aug 7, 2025CC with Open Models — ruvnet/ruflo1 reaction · 5 comments
- Aug 5, 2025Q: How can I use CCR as an MCP? — musistudio/claude-code-router1 reaction
- Jul 31, 2025📌 Community Resources: Discord & Wiki — ruvnet/ruflo1 reaction · 1 comment
- Oct 28, 2026chore(deps): bump toml and @claude-flow/cli in /v3/@claude-flow/browser — Druspect/ruflo0 reactions
- Oct 24, 2026Bump toml and claude-flow — krimsonkla/srne_ble_modbus0 reactions
- Oct 12, 2026deps(deps): bump the minor-and-patch group with 10 updates — Parallels/prl-devops-ui0 reactions
- Oct 5, 2026deps(deps): bump the minor-and-patch group with 9 updates — Parallels/prl-devops-ui0 reactions
- Sep 28, 2026deps(deps): bump the minor-and-patch group across 1 directory with 15 updates — Parallels/prl-devops-ui0 reactions
- Sep 21, 2026deps(deps): bump the minor-and-patch group with 14 updates — Parallels/prl-devops-ui0 reactions · 1 comment
- Sep 7, 2026chore(deps)(deps-dev): Bump the development-dependencies group across 1 directory with 18 updates — Smashkat12/crechebooks0 reactions
- Sep 7, 2026deps(deps): bump the minor-and-patch group with 8 updates — Parallels/prl-devops-ui0 reactions
- Sep 4, 2026chore(deps): bump toml and @claude-flow/cli in /v3/@claude-flow/browser — ortstadtthomas91-coder/ruflo0 reactions
- Aug 31, 2026deps(deps): bump the minor-and-patch group with 9 updates — Parallels/prl-devops-ui0 reactions
- Aug 24, 2026deps(deps): bump the minor-and-patch group across 1 directory with 12 updates — Parallels/prl-devops-ui0 reactions
- Aug 17, 2026deps(deps): bump the minor-and-patch group with 6 updates — Parallels/prl-devops-ui0 reactions · 1 comment
- Aug 10, 2026deps(deps): bump the minor-and-patch group with 5 updates — Parallels/prl-devops-ui0 reactions
- Aug 3, 2026deps(deps): bump the minor-and-patch group with 12 updates — Parallels/prl-devops-ui0 reactions
- Jul 23, 2026chore(deps): bump @opentelemetry/propagator-jaeger, @claude-flow/cli and agentdb in /v3/@claude-flow/browser — harrishshan-design/ruflo0 reactions
- Jul 20, 2026deps(deps): bump the minor-and-patch group with 9 updates — Parallels/prl-devops-ui0 reactions
- Jul 13, 2026deps(deps): bump the minor-and-patch group with 8 updates — Parallels/prl-devops-ui0 reactions
- Jul 8, 2026Update skill sources from monitor run 28920068644 — aiskillstore/marketplace0 reactions
- Jul 2, 2026chore: infra hardening — codeql, frontend tracking, auto-checkpoint, npm dependabot — ishrith-gowda/MemSAD0 reactions · 1 comment
- Jun 30, 2026Section billing: company profit, advances, invoiceable & paid tracking + RLS hardening — david-brezula/qs-webapp0 reactions · 1 comment
- Jun 16, 2026chore(deps-dev): bump ruflo from 3.5.48 to 3.11.0 — acidsugarx/jot0 reactions
- Jun 9, 2026chore(deps-dev): bump ruflo from 3.5.48 to 3.10.40 — acidsugarx/jot0 reactions · 1 comment
- Jun 3, 2026Fix Workshop 3 - remove LifeOps references, use course repo — MAMDV/HeroForge-Claude-Code-Course0 reactions
- May 22, 2026feat: PulseOS — GraphQL gateway, Integration Hub, intel/social stack — PulseCheckAI/clawsuite0 reactions · 4 comments
- May 21, 2026PulseCheck OS: Mission Control + /graph 3D viewers + autonomy/realtime — outsourc-e/clawsuite0 reactions
- Feb 6, 2026security: fix critical vulnerability V-001 (upstream #941) — blackms/claude-flow0 reactions · 2 comments
- Feb 6, 2026fix: daemon busy-wait loop causing 100% CPU usage (upstream #1052) — blackms/claude-flowsays it tested it0 reactions · 2 comments
- Feb 6, 2026fix: hook commands fail - stdin JSON not parsed (upstream #1061) — blackms/claude-flow0 reactions · 2 comments
- Feb 6, 2026fix: daemon resource thresholds incompatible with macOS (upstream #1078) — blackms/claude-flow0 reactions · 2 comments
- Feb 6, 2026fix: null-guard intelligence display to prevent TypeError crashes (upstream #1086) — blackms/claude-flow0 reactions · 2 comments
- Jan 31, 2026Extract Repo-DNA for claude-flow: Byzantine consensus and self-learning multi-agent orchestration — prabhic/repo-dna0 reactions
On Bluesky · 14
- Jan 11, 2026https://github.com/ruvnet/claude-flow bmann (/bmann) starred ruvnet/claude-flow (/ruvnet/claude-flow) · January 10, 2026 21:49… — @bmannconsulting.com4 likes and reposts
- Sep 30, 2025📦 ruvnet / claude-flow ⭐ 8,390 (+52) 🗒 JavaScript 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent… — @github-trending-js.bsky.social4 likes and reposts
- Jul 29, 2025CursorにClaude-flowを統合させたら超高機能な自律開発&検証システムが爆誕した。 github.com/ruvnet/claud... Kiroで適当に会話しながら要件設定を作らせる→使ってるcursor… — @tomiyuta.bsky.social4 likes and reposts · 1 reply
- May 3, 2026Claude-Flow hit 1,258 GitHub stars in 24 hours. 100+ agents. 210 MCP tools. 5 LLMs. One command to deploy. The future of AI is not a single… — @dannyrulesai.bsky.social2 likes and reposts
- Jan 29, 2026🔥 Hot Repo! 🔥 (100+ new stars) 📦 ruvnet / claude-flow ⭐ 13,283 (+101) 🗒 TypeScript 🌊 The leading agent orchestration platform for… — @github-trending-js.bsky.social2 likes and reposts
9 more on Bluesky
- Jan 12, 2026📦 ruvnet / claude-flow ⭐ 11,465 (+80) 🗒 JavaScript 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent… — @github-trending.bsky.social2 likes and reposts
- Jan 4, 2026📦 ruvnet / claude-flow ⭐ 11,094 (+38) 🗒 JavaScript 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent… — @github-trending-js.bsky.social2 likes and reposts
- Oct 11, 2025@selrahcd.bsky.social next time we can try to create a hive - github.com/ruvnet/claud... We can define those specialized sub agents to… — @nick-tune.me2 likes and reposts · 1 reply
- Jan 17, 2026🚀 Skyrocketing! 🚀 (200+ new stars) 📦 ruvnet / claude-flow ⭐ 12,287 (+243) 🗒 TypeScript 🌊 The leading agent orchestration platform for… — @github-trending-js.bsky.social1 likes and repost
- Dec 31, 2025📦 ruvnet / claude-flow ⭐ 10,992 (+33) 🗒 JavaScript 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent… — @github-trending-js.bsky.social1 likes and repost
- Dec 20, 2025📦 ruvnet / claude-flow ⭐ 10,755 (+34) 🗒 JavaScript 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent… — @github-trending-js.bsky.social1 likes and repost
- Sep 15, 2025📦 ruvnet / claude-flow ⭐ 7,768 (+85) 🗒 TypeScript 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent… — @github-trending-js.bsky.social1 likes and repost
- Feb 26, 2026🚀 Skyrocketing! 🚀 (200+ new stars) 📦 ruvnet / claude-flow ⭐ 14,697 (+210) 🗒 TypeScript 🌊 The leading agent orchestration platform for… — @github-trending-js.bsky.social0 likes and reposts · 1 reply
- Feb 26, 2026🚀 Skyrocketing! 🚀 (200+ new stars) 📦 ruvnet / claude-flow ⭐ 14,697 (+210) 🗒 TypeScript 🌊 The leading agent orchestration platform for… — @github-trending.bsky.social0 likes and reposts · 1 reply
On YouTube · 11
- Jul 22, 2025Claude FLOW: 96 Claude Codes via MCP verbinden! — The Morpheus Tutorials36k views · 224 comments
- Aug 4, 2025Claude Flow: Hive-Mind Intelligence! Supercharge YOUR CLAUDE CODE! 20x BETTER! — WorldofAI31k views · 35 comments
- Aug 5, 2025How To Setup Claude Flow To Run Agent Swarms! I CAN'T BELIEVE IT! — Dev Leader29k views · 63 comments
- Aug 19, 2025Make Claude Code 50x Smarter | Claude Flow — Beau Johnson21k views · 39 comments
- Feb 28, 2026Claude AI 지휘? `claude-flow`로 에이전트 스웜 구축! — Repocast | GitHub 일일 브리핑2.3k views · 1 comment
6 more on YouTube
- Nov 5, 2025Spec-Driven Development in Practice: Using Claude-Flow for Real Codebase Transformations — Asperitas Consulting953 views · 1 comment
- Jan 13, 2026ruvnet/claude-flow - Gource visualisation — Gourcer814 views
- Aug 30, 2025Claude Flow: Supercharge Your Claude Code with Hive-Mind AI & Multi-Agent Automation! — Mariusz Kreft266 views
- May 3, 2026Claude-Flow: 100+ AI agents, one queen — Danny Rules166 views
- Aug 4, 2025🧠 BREAKTHROUGH: Real AI Neural Networks in Claude Flow v2.0.0 - 4x Faster Development | Steve Hodges — Steve Hodgessays it tested it44 views
- May 3, 2026Claude-Flow hit 1,258 GitHub stars in 24 hours. Here is what it does: 100+ AI agents. One queen. Vec — Danny Rules20 views
On Hacker News · 4
- Jul 10, 2025Claude Flow multi agent coding swarm3 points
- Feb 3, 2026Claude Flow1 point
- Jul 22, 2025Claude-Flow v2.0.0 Alpha1 point
- Jul 9, 2025Create Swarms with Claude-Flow1 point
Other versions33 projects use a version of this.
Word for word · 1
- ruvnet/ruflo★ 79k100% same
Edited · 32
- ruvnet/wifi-densepose★ 102k87% same
- ruvnet/RuView★ 102k87% same
- ruvnet/ruvector★ 4.7k87% same
- ruvnet/RuVector★ 4.6k87% same
- ruvnet/agentic-flow★ 83487% same
- proffesor-for-testing/agentic-qe★ 51587% same
- ruvnet/ruv-FANN★ 38587% same
- spencermarx/open-code-review★ 38287% same
- chatman-media/timeline-studio★ 22487% same
- ruvnet/midstream★ 14987% same
22 more not listed
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository177 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .claude/commands/monitoring/agents.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- v3/CLAUDE.mdCLAUDE.md
- agent-adaptive-coordinatorSkill
- agent-agentic-paymentsSkill
- agent-agentSkill
- agent-analyze-code-qualitySkill
- agent-app-storeSkill
- agent-architectureSkill
- agent-arch-system-designSkill
- agent-authenticationSkill
- agent-automation-smart-agentSkill
- agent-base-template-generatorSkill
- agent-benchmark-suiteSkill
- agent-byzantine-coordinatorSkill
- agent-challengesSkill
- agent-code-analyzerSkill
- agent-code-goal-plannerSkill
- agent-code-review-swarmSkill
- agent-coderSkill
- agent-collective-intelligence-coordinatorSkill
- agent-consensus-coordinatorSkill
- agent-coordinationSkill
- agent-coordinator-swarm-initSkill
- agent-crdt-synchronizerSkill
- agent-data-ml-modelSkill
- AgentDB Advanced FeaturesSkill
- AgentDB Learning PluginsSkill
- AgentDB Memory PatternsSkill
- AgentDB Performance OptimizationSkill
- AgentDB Vector SearchSkill
- agent-dev-backend-apiSkill
- agent-docs-api-openapiSkill
- agent-github-modesSkill
- agent-github-pr-managerSkill
- agent-goal-plannerSkill
- agent-gossip-coordinatorSkill
- agent-hierarchical-coordinatorSkill
- agentic-jujutsuSkill
- agent-implementer-sparc-coderSkill
- agent-issue-trackerSkill
- agent-load-balancerSkill
- agent-matrix-optimizerSkill
- agent-memory-coordinatorSkill
- agent-mesh-coordinatorSkill
- agent-migration-planSkill
- agent-multi-repo-swarmSkill
- agent-neural-networkSkill
- agent-ops-cicd-githubSkill
- agent-orchestrator-taskSkill
- agent-pagerank-analyzerSkill
- agent-paymentsSkill
- agent-performance-analyzerSkill
- agent-performance-benchmarkerSkill
- agent-performance-monitorSkill
- agent-performance-optimizerSkill
- agent-plannerSkill
- agent-pr-managerSkill
- agent-production-validatorSkill
- The first 60 shown.
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