open-code-review

In the author's own words, from each skill's SKILL.md — showing the first 30 of 33 files.

• ocr

  AI-powered multi-agent code review. Simulates a team of Principal Engineers reviewing code from different perspectives. Use when asked to review code, check a PR, analyze changes, or perform code review.

  .ocr/skills/SKILL.md on GitHub (opens in a new tab)

• AgentDB Advanced Features

  Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.

  .claude/skills/agentdb-advanced/SKILL.md on GitHub (opens in a new tab)

• AgentDB Learning Plugins

  Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.

  .claude/skills/agentdb-learning/SKILL.md on GitHub (opens in a new tab)

• AgentDB Memory Patterns

  Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.

  .claude/skills/agentdb-memory-patterns/SKILL.md on GitHub (opens in a new tab)

• AgentDB Performance Optimization

  Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.

  .claude/skills/agentdb-optimization/SKILL.md on GitHub (opens in a new tab)

• AgentDB Vector Search

  Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.

  .claude/skills/agentdb-vector-search/SKILL.md on GitHub (opens in a new tab)

• browser

  Web browser automation with AI-optimized snapshots for claude-flow agents

  .claude/skills/browser/SKILL.md on GitHub (opens in a new tab)

• github-code-review

  Comprehensive GitHub code review with AI-powered swarm coordination

  .claude/skills/github-code-review/SKILL.md on GitHub (opens in a new tab)

• github-multi-repo

  Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration

  .claude/skills/github-multi-repo/SKILL.md on GitHub (opens in a new tab)

• github-project-management

  Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning

  .claude/skills/github-project-management/SKILL.md on GitHub (opens in a new tab)

• github-release-management

  Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management

  .claude/skills/github-release-management/SKILL.md on GitHub (opens in a new tab)

• github-workflow-automation

  Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management

  .claude/skills/github-workflow-automation/SKILL.md on GitHub (opens in a new tab)

• Hooks Automation

  Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.

  .claude/skills/hooks-automation/SKILL.md on GitHub (opens in a new tab)

• OCR Review-to-Approval Loop

  Drive a PR to an approved code review by looping OCR's multi-agent review and address steps. Runs /ocr:review then /ocr:address repeatedly until the review verdict is APPROVE, then one final /ocr:address for leftover suggestions, posting every review and every address round to the GitHub PR as comments. Use when the user asks to 'review and address in a loop', 'iterate review until approved', 'au…

  .claude/skills/ocr-review-loop/SKILL.md on GitHub (opens in a new tab)

• Pair Programming

  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.

  .claude/skills/pair-programming/SKILL.md on GitHub (opens in a new tab)

• ReasoningBank with AgentDB

  Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.

  .claude/skills/reasoningbank-agentdb/SKILL.md on GitHub (opens in a new tab)

• ReasoningBank Intelligence

  Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use when building self-learning agents, optimizing workflows, or implementing meta-cognitive systems.

  .claude/skills/reasoningbank-intelligence/SKILL.md on GitHub (opens in a new tab)

• Skill Builder

  Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need to build custom skills for specific workflows, generate skill templates, or understand the Claude Skills specification.

  .claude/skills/skill-builder/SKILL.md on GitHub (opens in a new tab)

• sparc-methodology

  SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration

  .claude/skills/sparc-methodology/SKILL.md on GitHub (opens in a new tab)

• stream-chain

  Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows

  .claude/skills/stream-chain/SKILL.md on GitHub (opens in a new tab)

• swarm-advanced

  Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows

  .claude/skills/swarm-advanced/SKILL.md on GitHub (opens in a new tab)

• Swarm Orchestration

  Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.

  .claude/skills/swarm-orchestration/SKILL.md on GitHub (opens in a new tab)

• V3 CLI Modernization

  CLI modernization and hooks system enhancement for claude-flow v3. Implements interactive prompts, command decomposition, enhanced hooks integration, and intelligent workflow automation.

  .claude/skills/v3-cli-modernization/SKILL.md on GitHub (opens in a new tab)

• V3 Core Implementation

  Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.

  .claude/skills/v3-core-implementation/SKILL.md on GitHub (opens in a new tab)

• V3 DDD Architecture

  Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.

  .claude/skills/v3-ddd-architecture/SKILL.md on GitHub (opens in a new tab)

• V3 Deep Integration

  Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation.

  .claude/skills/v3-integration-deep/SKILL.md on GitHub (opens in a new tab)

• V3 MCP Optimization

  MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.

  .claude/skills/v3-mcp-optimization/SKILL.md on GitHub (opens in a new tab)

• V3 Memory Unification

  Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend).

  .claude/skills/v3-memory-unification/SKILL.md on GitHub (opens in a new tab)

• V3 Performance Optimization

  Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction. Comprehensive benchmarking and optimization suite.

  .claude/skills/v3-performance-optimization/SKILL.md on GitHub (opens in a new tab)

• V3 Security Overhaul

  Complete security architecture overhaul for claude-flow v3. Addresses critical CVEs (CVE-1, CVE-2, CVE-3) and implements secure-by-default patterns. Use for security-first v3 implementation.

  .claude/skills/v3-security-overhaul/SKILL.md on GitHub (opens in a new tab)

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