38 instruction files for AI agents, collected from spencermarx/open-code-review. Install any of them at an exact version with mdr add spencermarx/open-code-review/<name>.
AgentDB Advanced Features SKILL.md skill
spencermarx/open-code-review · .claude/skills/agentdb-advanced/SKILL.md · Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics…
git:20260304.1a73d7f · audit A · 382 stars
AgentDB Learning Plugins SKILL.md skill
spencermarx/open-code-review · .claude/skills/agentdb-learning/SKILL.md · Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer…
git:20260304.1a73d7f · audit A · 382 stars
AgentDB Memory Patterns SKILL.md skill
spencermarx/open-code-review · .claude/skills/agentdb-memory-patterns/SKILL.md · Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern…
git:20260304.1a73d7f · audit A · 382 stars
AgentDB Performance Optimization SKILL.md skill
spencermarx/open-code-review · .claude/skills/agentdb-optimization/SKILL.md · Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching…
git:20260304.1a73d7f · audit A · 382 stars
AgentDB Vector Search SKILL.md skill
spencermarx/open-code-review · .claude/skills/agentdb-vector-search/SKILL.md · Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and…
git:20260304.1a73d7f · audit A · 382 stars
browser SKILL.md skill
spencermarx/open-code-review · .claude/skills/browser/SKILL.md · Web browser automation with AI-optimized snapshots for claude-flow agents
v1.0.0 · audit A · 382 stars
github-code-review SKILL.md skill
spencermarx/open-code-review · .claude/skills/github-code-review/SKILL.md · Comprehensive GitHub code review with AI-powered swarm coordination
v1.0.0 · audit A · 382 stars
github-multi-repo SKILL.md skill
spencermarx/open-code-review · .claude/skills/github-multi-repo/SKILL.md · Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration
v1.0.0 · audit A · 382 stars
github-project-management SKILL.md skill
spencermarx/open-code-review · .claude/skills/github-project-management/SKILL.md · Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint…
v2.0.0 · audit A · 382 stars
github-release-management SKILL.md skill
spencermarx/open-code-review · .claude/skills/github-release-management/SKILL.md · Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment…
v2.0.0 · audit A · 382 stars
github-workflow-automation SKILL.md skill
spencermarx/open-code-review · .claude/skills/github-workflow-automation/SKILL.md · Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive…
v1.0.0 · audit A · 382 stars
Hooks Automation SKILL.md skill
spencermarx/open-code-review · .claude/skills/hooks-automation/SKILL.md · Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP…
git:20260304.1a73d7f · audit A · 382 stars
OCR Review-to-Approval Loop SKILL.md skill
spencermarx/open-code-review · .claude/skills/ocr-review-loop/SKILL.md · Drive a PR to an approved code review by looping OCR's multi-agent review and address steps. Runs /ocr:review then…
git:20261030.6d8d3a3 · audit A · 382 stars
Pair Programming SKILL.md skill
spencermarx/open-code-review · .claude/skills/pair-programming/SKILL.md · AI-assisted pair programming with multiple modes (driver/navigator/switch), real-time verification, quality monitoring…
git:20260304.1a73d7f · audit A · 382 stars
ReasoningBank with AgentDB SKILL.md skill
spencermarx/open-code-review · .claude/skills/reasoningbank-agentdb/SKILL.md · Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking…
git:20260304.1a73d7f · audit A · 382 stars
ReasoningBank Intelligence SKILL.md skill
spencermarx/open-code-review · .claude/skills/reasoningbank-intelligence/SKILL.md · Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous…
git:20260304.1a73d7f · audit A · 382 stars
Skill Builder SKILL.md skill
spencermarx/open-code-review · .claude/skills/skill-builder/SKILL.md · Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory…
git:20260304.1a73d7f · audit A · 382 stars
sparc-methodology SKILL.md skill
spencermarx/open-code-review · .claude/skills/sparc-methodology/SKILL.md · SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with…
v2.7.0 · audit A · 382 stars
stream-chain SKILL.md skill
spencermarx/open-code-review · .claude/skills/stream-chain/SKILL.md · Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
v1.0.0 · audit A · 382 stars
swarm-advanced SKILL.md skill
spencermarx/open-code-review · .claude/skills/swarm-advanced/SKILL.md · Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
v2.0.0 · audit A · 382 stars
Swarm Orchestration SKILL.md skill
spencermarx/open-code-review · .claude/skills/swarm-orchestration/SKILL.md · Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent…
git:20260304.1a73d7f · audit A · 382 stars
V3 CLI Modernization SKILL.md skill
spencermarx/open-code-review · .claude/skills/v3-cli-modernization/SKILL.md · CLI modernization and hooks system enhancement for claude-flow v3. Implements interactive prompts, command…
git:20260304.1a73d7f · audit A · 382 stars
V3 Core Implementation SKILL.md skill
spencermarx/open-code-review · .claude/skills/v3-core-implementation/SKILL.md · Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency…
git:20260304.1a73d7f · audit A · 382 stars
V3 DDD Architecture SKILL.md skill
spencermarx/open-code-review · .claude/skills/v3-ddd-architecture/SKILL.md · Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean…
git:20260304.1a73d7f · audit A · 382 stars
V3 Deep Integration SKILL.md skill
spencermarx/open-code-review · .claude/skills/v3-integration-deep/SKILL.md · Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as…
git:20260304.1a73d7f · audit A · 382 stars
V3 MCP Optimization SKILL.md skill
spencermarx/open-code-review · .claude/skills/v3-mcp-optimization/SKILL.md · MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load…
git:20260304.1a73d7f · audit A · 382 stars
V3 Memory Unification SKILL.md skill
spencermarx/open-code-review · .claude/skills/v3-memory-unification/SKILL.md · Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006…
git:20260304.1a73d7f · audit A · 382 stars
V3 Performance Optimization SKILL.md skill
spencermarx/open-code-review · .claude/skills/v3-performance-optimization/SKILL.md · Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements…
git:20260304.1a73d7f · audit A · 382 stars
V3 Security Overhaul SKILL.md skill
spencermarx/open-code-review · .claude/skills/v3-security-overhaul/SKILL.md · Complete security architecture overhaul for claude-flow v3. Addresses critical CVEs (CVE-1, CVE-2, CVE-3) and…
git:20260304.1a73d7f · audit A · 382 stars
V3 Swarm Coordination SKILL.md skill
spencermarx/open-code-review · .claude/skills/v3-swarm-coordination/SKILL.md · 15-agent hierarchical mesh coordination for v3 implementation. Orchestrates parallel execution across security, core…
git:20260304.1a73d7f · audit A · 382 stars
Verification & Quality Assurance SKILL.md skill
spencermarx/open-code-review · .claude/skills/verification-quality/SKILL.md · Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for…
v2.0.0 · audit A · 382 stars
git:20260129.6b16188 · audit A · 382 stars
ocr SKILL.md skill
spencermarx/open-code-review · .ocr/skills/SKILL.md · AI-powered multi-agent code review. Simulates a team of Principal Engineers
reviewing code from different perspectives…
"2.5.0" # double quotes required — automated sync via nx release · audit A · 382 stars
AGENTS.md AGENTS.md file
spencermarx/open-code-review · AGENTS.md
git:20260610.989132e · audit A · 382 stars
CLAUDE.md CLAUDE.md file
spencermarx/open-code-review · CLAUDE.md
git:20260615.99032a4 · audit A · 382 stars
git:20260126.4d0c5c1 · audit A · 382 stars
git:20260129.6b16188 · audit A · 382 stars
ocr SKILL.md skill
spencermarx/open-code-review · packages/agents/skills/ocr/SKILL.md · AI-powered multi-agent code review. Simulates a team of Principal Engineers
reviewing code from different perspectives…
"2.5.1" # double quotes required — automated sync via nx release · audit A · 382 stars