ruvnet
- 332 skills
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- 16 hours ago last updated
- ▌ Agent Worker Specialist · ruvnetAgent skill for worker-specialist - invoke with $agent-worker-specialist
- ▌ Agentdb Memory Patterns · ruvnetImplement 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.
- ▌ V3 Performance Optimization · ruvnetAchieve 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.
- ▌ Agent Agentic Payments · ruvnetAgent skill for agentic-payments - invoke with $agent-agentic-payments
- ▌ Agent Docs API Openapi · ruvnetAgent skill for docs-api-openapi - invoke with $agent-docs-api-openapi
- ▌ Agent Matrix Optimizer · ruvnetAgent skill for matrix-optimizer - invoke with $agent-matrix-optimizer
- ▌ Agent Mesh Coordinator · ruvnetAgent skill for mesh-coordinator - invoke with $agent-mesh-coordinator
- ▌ Agent Multi Repo Swarm · ruvnetAgent skill for multi-repo-swarm - invoke with $agent-multi-repo-swarm
- ▌ Agent Security Manager · ruvnetAgent skill for security-manager - invoke with $agent-security-manager
- ▌ Agent Sync Coordinator · ruvnetAgent skill for sync-coordinator - invoke with $agent-sync-coordinator
- ▌ Agent Tdd London Swarm · ruvnetAgent skill for tdd-london-swarm - invoke with $agent-tdd-london-swarm
- ▌ Agent Test Long Runner · ruvnetAgent skill for test-long-runner - invoke with $agent-test-long-runner
- ▌ Agentdb Learning Plugins · ruvnetCreate 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.
- ▌ V3 Swarm Coordination · ruvnet15-agent hierarchical mesh coordination for v3 implementation. Orchestrates parallel execution across security, core, and integration domains following 10 ADRs with 14-week timeline.
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- ▌ Intelligence Transfer · ruvnetPublish or fetch learned patterns across projects via IPFS (Pinata) -- the cross-project pattern transfer that hooks_transfer enables
- ▌ Agentdb Vector Search · ruvnetImplement 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.
- ▌ V3 Memory Unification · ruvnetUnify 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).
- ▌ Add Model Descriptions · ruvnetAdd descriptions for new models from the HuggingFace router to chat-ui configuration. Use when new models are released on the router and need descriptions added to prod.yaml and dev.yaml. Triggers on requests like "add new model descriptions", "update models from router", "sync models", or when explicitly invoking /add-model-descriptions.
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- ▌ V3 CLI Modernization · ruvnetCLI modernization and hooks system enhancement for claude-flow v3. Implements interactive prompts, command decomposition, enhanced hooks integration, and intelligent workflow automation.
- ▌ Research Synthesize · ruvnetSynthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations
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- ▌ Harness Oia Audit · ruvnetComposite Phase-2 audit worker (ADR-150). Bundles harness oia-manifest + threat-model + mcp-scan into one timestamped audit record stored in the `metaharness-audit` memory namespace. Designed for cron-scheduled drift detection.
- ▌ Ruview Model Training · ruvnetTrain RuView models — camera-free WiFlow pose (10 sensor signals, no labels), camera-supervised pose (MediaPipe + ESP32 CSI → 92.9% PCK@20, ADR-079), RuVector contrastive embeddings (AETHER, ADR-024), domain generalization (MERIDIAN, ADR-027), local SNN environment adaptation, plus GPU training on GCloud and Hugging Face publishing. Use when building, fine-tuning, evaluating, or shipping a model.
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- ▌ Flow Nexus Platform · ruvnetComprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges
- ▌ Swarm Orchestration · ruvnetOrchestrate 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.
- ▌ Workflow Automation · ruvnet> Workflow creation, execution, and template management. Automates complex multi-step processes with agent coordination. Use when: automating processes, creating reusable workflows, orchestrating multi-step tasks. Skip when: simple single-step tasks, ad-hoc operations.
- ▌ Dependency Check · ruvnetScan project dependencies for known vulnerabilities and CVEs. Use when auditing third-party packages, before releases, after `npm install`/lockfile changes, or when investigating reported CVE advisories.
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- ▌ V3 Deep Integration · ruvnetDeep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation.
- ▌ V3 MCP Optimization · ruvnetMCP 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.
- ▌ Trader Portfolio Cg · ruvnetMean-variance portfolio optimization via Conjugate Gradient — 40-60× faster than the legacy Neumann path (ADR-126 Phase 3, ADR-123 Wedge 8)
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- ▌ Agent Coordination · ruvnet> Agent spawning, lifecycle management, and coordination patterns. Manages 60+ agent types with specialized capabilities. Use when: spawning agents, coordinating multi-agent tasks, managing agent pools. Skip when: single-agent work, no coordination needed.
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- ▌ Cost Booster Route · ruvnetRoute tasks through hooks_route, partition by Agent Booster availability, and report Tier 1 bypass utilization with $0 cost
- ▌ Harness Similarity · ruvnetADR-152 — weighted similarity between two harness fingerprints (genome + score JSON). Returns overall score in [0,1] plus per-component breakdown (cosine over 9 numerics, categorical agreement over 4 enums, jaccard over agent_topology). Unblocks ADR-151 §3.2 Recommender, §3.3 Drift Detection, §3.5 Plugin Compat. Pure-TS, no `@metaharness/*` dep — preserves ADR-150's four architectural constraints.
- ▌ Hive Mind Advanced · ruvnetAdvanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memory
- ▌ Intelligence Route · ruvnetRoute tasks via the 3-tier model selector and learned patterns; emits a routing rationale via hooks_explain
- ▌ Worker Integration · ruvnetWorker-Agent integration for intelligent task dispatch and performance tracking
- ▌ Cost Federation · ruvnetConsumer-side wiring for ADR-097 Phase 3 federation_spend events — per-peer rolling windows + suspension-threshold check
- ▌ Trader Backtest · ruvnetRun a historical backtest using npx neural-trader with Rust/NAPI engine (8-19x faster) and walk-forward validation; Ed25519-sign the result for paper→live tamper evidence (ADR-126 Phase 4)
- ▌ V3 Core Implementation · ruvnetCore module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.
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- ▌ Cognitive Pattern · ruvnetDefine and manage cognitive patterns for agent reasoning and decision-making
- ▌ Cost Booster Edit · ruvnetApply a simple code transform via agent-booster's WASM engine — sub-millisecond, deterministic, $0 (no LLM call). Companion to cost-booster-route.
- ▌ Federation Status · ruvnetShow federation health — peers, sessions, trust levels, and message metrics. Use when the user asks "is federation healthy?", "show peers", "federation status", or wants to inspect cross-installation agent connectivity.
- ▌ Github Multi Repo · ruvnetMulti-repository coordination, synchronization, and architecture management with AI swarm orchestration
- ▌ Sparc Methodology · ruvnet> SPARC development workflow (Specification, Pseudocode, Architecture, Refinement, Completion). Use when: new features, complex implementations, architectural changes. Skip when: simple fixes, documentation, configuration.
- ▌ Memory Management · ruvnet bundle> AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, searching for similar solutions, semantic lookup of past work, learning from previous tasks, sharing knowledge between agents, building knowledge base. Skip when: no learning needed, ephemeral one-off tasks, external data sources available, read-only exploration.
- ▌ Security Audit · ruvnet bundle> Comprehensive security scanning and vulnerability detection. Includes input validation, path traversal prevention, CVE detection, and secure coding pattern enforcement. Use when: authentication implementation, authorization logic, payment processing, user data handling, API endpoint creation, file upload handling, database queries, external API integration. Skip when: read-only operations on public data, internal development tooling, static documentation, styling changes.
- ▌ Browser Screenshot Diff · ruvnetVisual + DOM diff between two recorded sessions at matching trajectory step ids; used for visual regression and replay verification
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- ▌ Flow Nexus Swarm · ruvnetCloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform
- ▌ Hooks Automation · ruvnetAutomated 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.
- ▌ Nested Subagents · ruvnetSpawn nested sub-agents (agents that spawn sub-agents, up to depth=5) via Claude Code's native Task tool — for context-managed deep delegation
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- ▌ Cost Budget Check · ruvnetRead accumulated cost-tracking spend + budget config, compute utilization, emit 50/75/90/100% alert ladder
- ▌ Ruview Hardware Setup · ruvnetESP32-S3 / ESP32-C6 firmware build, flash, WiFi provisioning, and serial monitoring for RuView CSI sensing nodes. Use when setting up physical hardware, reflashing a node, or debugging a device that isn't streaming CSI.
- ▌ Trader Cloud Backtest · ruvnetRun a heavy neural-trader job (long walk-forward, big Monte-Carlo, parameter sweep, model training) on the Anthropic Managed Agent cloud runtime instead of locally
- ▌ Browser Login · ruvnetDrive an authentication flow once, sanitize cookies through AIDefence, and vault a reusable cookie handle in browser-cookies for future sessions
- ▌ Performance Analysis · ruvnetComprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms
- ▌ Discover Plugins · ruvnetDiscover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task
- ▌ Harness MCP Scan · ruvnetStatic security scan of a harness's declared MCP surface via `harness mcp-scan <path>`. Reads `.mcp/servers.json` + `.harness/claims.json`. Pure-read, no dispatch. Exits 1 on findings at or above `--fail-on` severity.
- ▌ Trader Portfolio · ruvnetOptimize portfolio allocation using npx neural-trader mean-variance engine with risk constraints and rebalancing plan
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- ▌ Agentic Jujutsu · ruvnetQuantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
- ▌ Session Persist · ruvnetPersist and restore agent sessions across conversations with state snapshots
- ▌ Validate Plugin · ruvnetValidate a Claude Code plugin structure, frontmatter, and MCP tool references
- ▌ Workflow Create · ruvnetAuthor a workflow — either an MCP workflow template (persisted, lifecycle) or a native .claude/workflows/*.js orchestration script (agent/parallel/pipeline fan-out)
- ▌ Ruview Applications · ruvnetRun RuView sensing applications — presence/occupancy, breathing & heart rate, activity & fall detection, 17-keypoint pose estimation (WiFlow), sleep monitoring & apnea screening, environment mapping, Mass Casualty Assessment (MAT), and the 3D point-cloud fusion demo. Use when someone wants to actually *do* something with a working RuView setup.
- ▌ V3 Ddd Architecture · ruvnetDomain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.
- ▌ Cost Compact Context · ruvnetWrap getTokenOptimizer().getCompactContext() to retrieve compacted ReasoningBank context for cost-analysis queries; report bridge-reported tokensSaved
- ▌ Provision Node · ruvnetBuild, flash, and provision an ESP32-S3/C6 CSI node for RuView — firmware variant choice, ESP-IDF Windows-subprocess flow, NVS/WiFi/channel/MAC-filter overrides.
- ▌ Ruview Rvagent · ruvnetExplore and prototype rvAgent + RVF integration for RuView agentic flows. Use when working on cross-cog coordination, operator-facing agents reading BFLD / pose / vitals events live, or persisting agent state alongside sensing data in the same RVF container.
- ▌ Swarm Advanced · ruvnetAdvanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
- ▌ Vector Cluster · ruvnetCluster code by graph community detection via npx ruvector@0.2.25 hooks graph-cluster (spectral / Louvain)
- ▌ Cost Projection · ruvnetForward-looking spend extrapolation. Computes a USD-per-day rate from the recent measurement window, projects to 7d/30d/90d/365d horizons, and surfaces "days until budget exhausted" when a budget is configured. Predictive counterpart to `cost-budget-check` (reactive).