ruvnet
GitHub242 skills
swarm-orchestrationruvnet2.1KMulti-agent swarm coordination for complex tasks. Uses hierarchical topology with specialized agents to break down and execute complex work across multiple files and modules. Use when: 3+ files need changes, new feature implementation, cross-module refactoring, API changes with tests, security-related changes, performance optimization across codebase, database schema changes. Skip when: single file edits, simple bug fixes (1-2 lines), documentation updates, configuration changes, quick exploratiagent-arch-system-designruvnet1.4KAgent skill for arch-system-design - invoke with $agent-arch-system-designagent-workflowruvnet1.4KAgent skill for workflow - invoke with $agent-workflowsecurity-auditruvnet1.4KComprehensive 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.github-project-managementruvnet1.4KComprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planningworkflow-automationruvnet1.3KWorkflow 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.github-code-reviewruvnet1.3KComprehensive GitHub code review with AI-powered swarm coordinationagent-swarmruvnet1.3KAgent skill for swarm - invoke with $agent-swarmagent-spec-mobile-react-nativeruvnet1.3KAgent skill for spec-mobile-react-native - invoke with $agent-spec-mobile-react-nativeagent-trading-predictorruvnet1.3KAgent skill for trading-predictor - invoke with $agent-trading-predictorgithub-workflow-automationruvnet1.3KAdvanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository managementagent-analyze-code-qualityruvnet1.3KAgent skill for analyze-code-quality - invoke with $agent-analyze-code-qualityadr-createruvnetCreate a new Architecture Decision Record with sequential numbering and AgentDB registrationadr-indexruvnetBuild or rebuild the ADR index + dependency graph by running scripts/import.mjs (handles v3-style and plugin-style ADR formats; one Bash call vs hundreds of MCP round-trips)adr-reviewruvnetReview code changes against accepted ADRs for compliance violationsadr-verifyruvnetRead back adr-patterns + adr-edges namespaces, surface dangling refs / supersede cycles / status mismatches; exit 1 on cyclesagent-adaptive-coordinatorruvnetAgent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinatoragent-agentruvnetAgent skill for agent - invoke with $agent-agentagent-agentic-paymentsruvnetAgent skill for agentic-payments - invoke with $agent-agentic-paymentsagent-app-storeruvnetAgent skill for app-store - invoke with $agent-app-storeagent-architectureruvnetAgent skill for architecture - invoke with $agent-architectureagent-authenticationruvnetAgent skill for authentication - invoke with $agent-authenticationagent-automation-smart-agentruvnetAgent skill for automation-smart-agent - invoke with $agent-automation-smart-agentagent-base-template-generatorruvnetAgent skill for base-template-generator - invoke with $agent-base-template-generatoragent-benchmark-suiteruvnetAgent skill for benchmark-suite - invoke with $agent-benchmark-suiteagent-byzantine-coordinatorruvnetAgent skill for byzantine-coordinator - invoke with $agent-byzantine-coordinatoragent-challengesruvnetAgent skill for challenges - invoke with $agent-challengesagent-code-analyzerruvnetAgent skill for code-analyzer - invoke with $agent-code-analyzeragent-code-goal-plannerruvnetAgent skill for code-goal-planner - invoke with $agent-code-goal-planneragent-code-review-swarmruvnetAgent skill for code-review-swarm - invoke with $agent-code-review-swarmagent-coderruvnetAgent skill for coder - invoke with $agent-coderagent-collective-intelligence-coordinatorruvnetAgent skill for collective-intelligence-coordinator - invoke with $agent-collective-intelligence-coordinatoragent-consensus-coordinatorruvnetAgent skill for consensus-coordinator - invoke with $agent-consensus-coordinatoragent-coordinationruvnetAgent 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.agent-coordinator-swarm-initruvnetAgent skill for coordinator-swarm-init - invoke with $agent-coordinator-swarm-initagent-crdt-synchronizerruvnetAgent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizeragent-data-ml-modelruvnetAgent skill for data-ml-model - invoke with $agent-data-ml-modelagent-dev-backend-apiruvnetAgent skill for dev-backend-api - invoke with $agent-dev-backend-apiagent-docs-api-openapiruvnetAgent skill for docs-api-openapi - invoke with $agent-docs-api-openapiagent-github-modesruvnetAgent skill for github-modes - invoke with $agent-github-modesagent-github-pr-managerruvnetAgent skill for github-pr-manager - invoke with $agent-github-pr-manageragent-goal-plannerruvnetAgent skill for goal-planner - invoke with $agent-goal-planneragent-gossip-coordinatorruvnetAgent skill for gossip-coordinator - invoke with $agent-gossip-coordinatoragent-hierarchical-coordinatorruvnetAgent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinatoragent-implementer-sparc-coderruvnetAgent skill for implementer-sparc-coder - invoke with $agent-implementer-sparc-coderagent-issue-trackerruvnetAgent skill for issue-tracker - invoke with $agent-issue-trackeragent-load-balancerruvnetAgent skill for load-balancer - invoke with $agent-load-balanceragent-matrix-optimizerruvnetAgent skill for matrix-optimizer - invoke with $agent-matrix-optimizeragent-memory-coordinatorruvnetAgent skill for memory-coordinator - invoke with $agent-memory-coordinatoragent-mesh-coordinatorruvnetAgent skill for mesh-coordinator - invoke with $agent-mesh-coordinatoragent-migration-planruvnetAgent skill for migration-plan - invoke with $agent-migration-planagent-multi-repo-swarmruvnetAgent skill for multi-repo-swarm - invoke with $agent-multi-repo-swarmagent-neural-networkruvnetAgent skill for neural-network - invoke with $agent-neural-networkagent-ops-cicd-githubruvnetAgent skill for ops-cicd-github - invoke with $agent-ops-cicd-githubagent-orchestrator-taskruvnetAgent skill for orchestrator-task - invoke with $agent-orchestrator-taskagent-pagerank-analyzerruvnetAgent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzeragent-paymentsruvnetAgent skill for payments - invoke with $agent-paymentsagent-performance-analyzerruvnetAgent skill for performance-analyzer - invoke with $agent-performance-analyzeragent-performance-benchmarkerruvnetAgent skill for performance-benchmarker - invoke with $agent-performance-benchmarkeragent-performance-monitorruvnetAgent skill for performance-monitor - invoke with $agent-performance-monitoragent-performance-optimizerruvnetAgent skill for performance-optimizer - invoke with $agent-performance-optimizeragent-plannerruvnetAgent skill for planner - invoke with $agent-planneragent-pr-managerruvnetAgent skill for pr-manager - invoke with $agent-pr-manageragent-production-validatorruvnetAgent skill for production-validator - invoke with $agent-production-validatoragent-project-board-syncruvnetAgent skill for project-board-sync - invoke with $agent-project-board-syncagent-pseudocoderuvnetAgent skill for pseudocode - invoke with $agent-pseudocodeagent-queen-coordinatorruvnetAgent skill for queen-coordinator - invoke with $agent-queen-coordinatoragent-quorum-managerruvnetAgent skill for quorum-manager - invoke with $agent-quorum-manageragent-raft-managerruvnetAgent skill for raft-manager - invoke with $agent-raft-manageragent-refinementruvnetAgent skill for refinement - invoke with $agent-refinementagent-release-managerruvnetAgent skill for release-manager - invoke with $agent-release-manageragent-release-swarmruvnetAgent skill for release-swarm - invoke with $agent-release-swarmagent-repo-architectruvnetAgent skill for repo-architect - invoke with $agent-repo-architectagent-researcherruvnetAgent skill for researcher - invoke with $agent-researcheragent-resource-allocatorruvnetAgent skill for resource-allocator - invoke with $agent-resource-allocatoragent-reviewerruvnetAgent skill for reviewer - invoke with $agent-revieweragent-safla-neuralruvnetAgent skill for safla-neural - invoke with $agent-safla-neuralagent-sandboxruvnetAgent skill for sandbox - invoke with $agent-sandboxagent-scout-explorerruvnetAgent skill for scout-explorer - invoke with $agent-scout-exploreragent-security-managerruvnetAgent skill for security-manager - invoke with $agent-security-manageragent-sona-learning-optimizerruvnetAgent skill for sona-learning-optimizer - invoke with $agent-sona-learning-optimizeragent-sparc-coordinatorruvnetAgent skill for sparc-coordinator - invoke with $agent-sparc-coordinatoragent-specificationruvnetAgent skill for specification - invoke with $agent-specificationagent-swarm-issueruvnetAgent skill for swarm-issue - invoke with $agent-swarm-issueagent-swarm-memory-managerruvnetAgent skill for swarm-memory-manager - invoke with $agent-swarm-memory-manageragent-swarm-prruvnetAgent skill for swarm-pr - invoke with $agent-swarm-pragent-sync-coordinatorruvnetAgent skill for sync-coordinator - invoke with $agent-sync-coordinatoragent-tdd-london-swarmruvnetAgent skill for tdd-london-swarm - invoke with $agent-tdd-london-swarmagent-test-long-runnerruvnetAgent skill for test-long-runner - invoke with $agent-test-long-runneragent-testerruvnetAgent skill for tester - invoke with $agent-testeragent-topology-optimizerruvnetAgent skill for topology-optimizer - invoke with $agent-topology-optimizeragent-user-toolsruvnetAgent skill for user-tools - invoke with $agent-user-toolsagent-v3-integration-architectruvnetAgent skill for v3-integration-architect - invoke with $agent-v3-integration-architectagent-v3-memory-specialistruvnetAgent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialistagent-v3-performance-engineerruvnetAgent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineeragent-v3-queen-coordinatorruvnetAgent skill for v3-queen-coordinator - invoke with $agent-v3-queen-coordinatoragent-v3-security-architectruvnetAgent skill for v3-security-architect - invoke with $agent-v3-security-architectagent-worker-specialistruvnetAgent skill for worker-specialist - invoke with $agent-worker-specialistagent-workflow-automationruvnetAgent skill for workflow-automation - invoke with $agent-workflow-automationAgentDB Advanced FeaturesruvnetMaster 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.AgentDB Learning PluginsruvnetCreate 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.AgentDB Memory PatternsruvnetImplement 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.AgentDB Performance OptimizationruvnetOptimize 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.agentdb-queryruvnetQuery AgentDB through the controller bridge -- semantic routing, hierarchical recall, causal graphs, context synthesis, pattern store/searchAgentDB Vector SearchruvnetImplement 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.agentic-jujutsuruvnetQuantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordinationapi-docsruvnetGenerate API documentation from source code with JSDoc and OpenAPI supportautopilot-loopruvnetRun an autonomous /loop iteration -- check progress, work on next task, schedule next wakeautopilot-predictruvnetUse learned patterns and current state to predict the optimal next actionbrowserruvnetWeb browser automation with AI-optimized snapshots for claude-flow agentsbrowser-auth-flowruvnetProbe a site's authentication flow for redirect leaks, missing CSRF, weak session cookies, and OAuth misconfiguration; produces an auth findings.mdbrowser-extractruvnetExtract structured data via stored browser-templates or one-shot DOM queries, with mandatory AIDefence PII + prompt-injection gates before content reaches the modelbrowser-form-fillruvnetFill a web form by mapping field-name → value, with optional template lookup from browser-templates for known formsbrowser-loginruvnetDrive an authentication flow once, sanitize cookies through AIDefence, and vault a reusable cookie handle in browser-cookies for future sessionsbrowser-recordruvnetOpen a named, traced browser session into an RVF cognitive container with a ruvector trajectory recording every actionbrowser-replayruvnetReplay a recorded session trajectory against the same URL or a mutated variant; uses browser-selectors embedding similarity to recover from DOM driftbrowser-scraperuvnetDEPRECATED in v0.2.0 -- use browser-extract instead; this is a thin shim for backward compatibility, removed in v0.3.0browser-screenshot-diffruvnetVisual + DOM diff between two recorded sessions at matching trajectory step ids; used for visual regression and replay verificationbrowser-testruvnetUI test recipe -- composes browser-record (capture) + browser-replay (verify) so every test produces a replayable RVF artifact, not an ephemeral runchat-formatruvnetFormat prompts for different LLM providers with chat templates and HNSW-powered context retrievalclaimsruvnetClaims-based authorization for agents and operations. Grant, revoke, and verify permissions for secure multi-agent coordination. Use when: permission management, access control, secure operations, authorization checks. Skip when: open access, no security requirements, single-agent local work.cognitive-patternruvnetDefine and manage cognitive patterns for agent reasoning and decision-makingcost-benchmarkruvnetRun the corpus benchmark — booster locally, optional Gemini/Sonnet/Opus baselines — and persist a verifiable measured-vs-claimed tablecost-booster-editruvnetApply a simple code transform via agent-booster's WASM engine — sub-millisecond, deterministic, $0 (no LLM call). Companion to cost-booster-route.cost-booster-routeruvnetRoute tasks through hooks_route, partition by Agent Booster availability, and report Tier 1 bypass utilization with $0 costcost-budget-checkruvnetRead accumulated cost-tracking spend + budget config, compute utilization, emit 50/75/90/100% alert laddercost-compact-contextruvnetWrap getTokenOptimizer().getCompactContext() to retrieve compacted ReasoningBank context for cost-analysis queries; report bridge-reported tokensSavedcost-conversationruvnetPer-conversation cost view — list every session in cost-tracking with started-at, message count, top model, and total costcost-exportruvnetExport cost-tracking telemetry in Prometheus textfile or webhook JSON formats — for external observability (Grafana, Datadog, custom dashboards)cost-federationruvnetConsumer-side wiring for ADR-097 Phase 3 federation_spend events — per-peer rolling windows + suspension-threshold checkcost-optimizeruvnetAnalyze token usage patterns and recommend cost optimizations with estimated savingscost-reportruvnetGenerate a cost report showing token usage and USD costs by agent and modelcost-summaryruvnetSingle-shot programmatic dump of all cost data — total spend, per-tier, top session, budget status, federation aggregate. JSON or markdown.cost-trackruvnetAuto-capture per-session token usage from the Claude Code session jsonl and persist to the cost-tracking namespacecost-trendruvnetRead every docs/benchmarks/runs/*.json and surface drift in win rate, latency, escalation rate, and LLM-baseline cost over timecreate-pluginruvnetScaffold a new Claude Code plugin with proper directory structure, plugin.json, skills, commands, and agentscron-scheduleruvnetSchedule persistent background workers via CronCreatedaa-agentruvnetCreate and adapt Dynamic Agentic Architecture agents that learn and evolveddd-aggregateruvnetScaffold an aggregate root with entity, value objects, repository interface, domain events, and test stubs. Use when adding a new aggregate to an existing bounded context, modeling a new business concept that owns invariants, or generating the boilerplate for an entity + repo + events triplet.ddd-contextruvnetCreate and manage a DDD bounded context with standard directory structure. Use when starting a new subdomain, splitting a monolith into bounded contexts, or scaffolding the domain/application/infrastructure layout for a fresh module.ddd-validateruvnetValidate domain boundaries -- detect cross-context import violations and aggregate invariant issues. Use when auditing a DDD codebase for leaks between bounded contexts, before merging cross-cutting changes, or as a CI gate to catch boundary erosion early.deep-researchruvnetOrchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findingsdependency-checkruvnetScan 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.diff-analyzeruvnetAnalyze git diffs for risk scoring, reviewer recommendations, and change classification. Use when preparing a PR, reviewing a large or cross-module change, or before merging to assess risk and pick reviewers.discover-pluginsruvnetDiscover and recommend ruflo plugins based on your workflow, installed MCP tools, and current taskdoc-genruvnetGenerate and maintain documentation with drift detection. Use when the user asks to write/update/refresh docs, detect doc drift against code, or schedule recurring documentation maintenance.dossier-collectruvnetBuild a graph-structured dossier on a seed entity via parallel fan-out + recursive expansion across web, memory, knowledge-graph, codebase, ADR index, and git intelembeddingsruvnetVector embeddings with HNSW indexing, sql.js persistence, and hyperbolic support. 75x faster with agentic-flow integration. Use when: semantic search, pattern matching, similarity queries, knowledge retrieval. Skip when: exact text matching, simple lookups, no semantic understanding needed.federation-auditruvnetQuery federation audit logs with compliance filteringfederation-initruvnetInitialize federation on this node — generate keypair and configure peersfederation-statusruvnetShow 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.flow-nexus-neuralruvnetTrain and deploy neural networks in distributed E2B sandboxes with Flow Nexusflow-nexus-platformruvnetComprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challengesflow-nexus-swarmruvnetCloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platformgaia-architecture-comparisonruvnetSide-by-side comparison of ruflo vs HAL vs other GAIA harnesses — capability gaps, design decisions, and improvement roadmapgaia-debuggingruvnetDiagnose why a GAIA question failed — extract trace, classify failure mode, and propose a fix. Use when a GAIA benchmark run reports a failed/incorrect task_id and you need to root-cause it before resubmitting.gaia-submissionruvnetWalk through a complete GAIA benchmark→submit flow — from key resolution through HAL-compatible package generationgit-workflowruvnetAdvanced git workflows with branch management, conflict resolution, and PR lifecyclegithub-automationruvnetGitHub workflow automation, PR management, issue tracking, and code review coordination. Integrates with GitHub Actions and repository management. Use when: PR creation, code review, issue management, release automation, workflow setup. Skip when: local-only changes, non-GitHub repositories.github-multi-reporuvnetMulti-repository coordination, synchronization, and architecture management with AI swarm orchestrationgithub-release-managementruvnetComprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback managementgoal-planruvnetCreate and execute Goal-Oriented Action Plans (GOAP) with precondition analysis, cost optimization, and adaptive replanninghive-mindruvnetByzantine fault-tolerant consensus and distributed coordination. Queen-led hierarchical swarm management with multiple consensus strategies. Use when: distributed coordination, fault-tolerant operations, multi-agent consensus, collective decision making. Skip when: single-agent tasks, simple operations, local-only work.hive-mind-advancedruvnetAdvanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memoryHooks AutomationruvnetAutomated 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.horizon-trackruvnetTrack long-horizon objectives across multiple sessions with milestone checkpoints, progress persistence, and drift detectioninit-projectruvnetInitialize a new Ruflo project with MCP tools, hooks, and agent configuration. Use when setting up Ruflo in a fresh repo, or when the user says "init ruflo", "set up ruflo", or asks how to bootstrap the MCP server, hooks, and agent configs from scratch.intelligence-routeruvnetRoute tasks via the 3-tier model selector and learned patterns; emits a routing rationale via hooks_explainintelligence-transferruvnetPublish or fetch learned patterns across projects via IPFS (Pinata) -- the cross-project pattern transfer that hooks_transfer enablesiot-anomaliesruvnetDetect and classify telemetry anomalies on Cognitum Seed devices. Use when investigating a device that's reporting odd metrics, before approving a firmware canary advancement, or when triaging fleet-wide health alerts.iot-firmwareruvnetOrchestrate firmware rollouts with canary deployment and anomaly-gated advancementiot-fleetruvnetCreate and manage Cognitum Seed device fleets with firmware policiesiot-registerruvnetRegister a Cognitum Seed device by endpoint and establish agent bridgeiot-witness-verifyruvnetVerify witness chain integrity and detect provenance gapskg-extractruvnetExtract entities and relations from source files to build a knowledge graphkg-traverseruvnetPathfinder traversal of the knowledge graph starting from a seed entityllm-configruvnetConfigure RuVLLM local inference with model selection, MicroLoRA fine-tuning, and SONA adaptationloop-workerruvnetRun Ruflo background workers using Claude Code native /loop schedulingmanaged-agentruvnetRun an Anthropic Claude Managed Agent — a cloud agent harness (container + filesystem + tools), the cloud counterpart of the local wasm-agent runtimemarket-ingestruvnetIngest and normalize market data into OHLCV vectors with HNSW indexingmarket-patternruvnetDetect and classify candlestick patterns from ingested OHLCV datamemory-bridgeruvnetBridge Claude Code auto-memory into AgentDB with ONNX embeddings, deduplicate, and enable unified cross-project searchmemory-managementruvnetAgentDB 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.memory-searchruvnetSOTA semantic search — hybrid (sparse+dense), Graph RAG multi-hop, MMR diversity reranking, recency weightingmigrate-createruvnetCreate a new sequentially numbered database migration with up/down SQL filesmigrate-validateruvnetValidate pending migrations for foreign key consistency, rollback safety, and best practicesmonitor-streamruvnetStream live swarm events using the Monitor tool for real-time observabilityneural-trainruvnetTrain SONA + MicroLoRA neural patterns from successful task completions; runs the DISTILL + CONSOLIDATE phases of the 4-step pipelineneural-trainingruvnetNeural pattern training with SONA (Self-Optimizing Neural Architecture), MoE (Mixture of Experts), and EWC++ for knowledge consolidation. Use when: pattern learning, model optimization, knowledge transfer, adaptive routing. Skip when: simple tasks, no learning required, one-off operations.observe-metricsruvnetAggregate and display system metrics with anomaly detection for a time periodobserve-traceruvnetTrace agent execution by collecting spans and building a trace tree for a taskPair ProgrammingruvnetAI-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.performance-analysisruvnetComprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarmspii-detectruvnetDetect and flag personally identifiable information (PII) in text, code, and configurations. Use before committing code, writing logs, storing data, or sending model responses that might contain emails, phone numbers, SSNs, API keys, or passwords.ReasoningBank IntelligenceruvnetImplement 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.ReasoningBank with AgentDBruvnetImplement 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.research-synthesizeruvnetSynthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendationsruflo-doctorruvnetRun health checks on the Ruflo installation and fix common issuesrvf-manageruvnetManage RVF (Ruflo Vector Format) files for portable agent memory and cross-platform transfersafety-scanruvnetScan inputs for prompt injection, unsafe content, and adversarial attacks using AIDefence. Use when processing untrusted input (user submissions, API payloads, webhook data, tool outputs) before passing it to a model or executing it.security-scanruvnetRun full security scans on the codebase using Ruflo security tools. Use when reviewing PRs for security regressions, auditing auth/input-handling code, before production deploys, or when the user asks for a security check at quick/standard/deep depth.session-persistruvnetPersist and restore agent sessions across conversations with state snapshotsSkill BuilderruvnetCreate 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.sparc-implementruvnetRun the SPARC Pseudocode and Architecture phases (2 and 3) — write algorithm pseudocode, design module boundaries and API contracts, then implementsparc-methodologyruvnetSPARC development workflow: Specification, Pseudocode, Architecture, Refinement, Completion. A structured approach for complex implementations that ensures thorough planning before coding. Use when: new feature implementation, complex implementations, architectural changes, system redesign, integration work, unclear requirements. Skip when: simple bug fixes, documentation updates, configuration changes, well-defined small tasks, routine maintenance.sparc-refineruvnetRun the SPARC Refinement and Completion phases — review code, improve test coverage, validate against specification, and generate documentationsparc-specruvnetRun the SPARC Specification phase — gather requirements, define acceptance criteria, identify constraints, and store the spec in memorystream-chainruvnetStream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflowsswarm-advancedruvnetAdvanced swarm orchestration patterns for research, development, testing, and complex distributed workflowsswarm-initruvnetInitialize a multi-agent swarm with anti-drift configuration. Use when starting a complex multi-file task that needs 3+ coordinated agents (feature implementation, refactor across modules, security audit). Skip for single-file edits or quick questions.tdd-workflowruvnetTDD London School workflow -- mock-first, outside-in test developmenttest-gapsruvnetDetect missing test coverage and generate test suggestions. Use when the user asks about coverage gaps, untested code, or what tests to write next; also after adding a feature to find what still needs tests.trader-backtestruvnetRun 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)trader-cloud-backtestruvnetRun a heavy neural-trader job (long walk-forward, big Monte-Carlo, parameter sweep, model training) on the Anthropic Managed Agent cloud runtime instead of locallytrader-explainruvnetRegulator-grade feature attribution for any LSTM/Transformer signal — single-entry PageRank ranks the top-K features that drove the prediction (ADR-126 Phase 6, ADR-123 single-entry PR)trader-portfolioruvnetOptimize portfolio allocation using npx neural-trader mean-variance engine with risk constraints and rebalancing plantrader-portfolio-cgruvnetMean-variance portfolio optimization via Conjugate Gradient — 40-60× faster than the legacy Neumann path (ADR-126 Phase 3, ADR-123 Wedge 8)trader-regimeruvnetDetect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy. Use when the user asks about market conditions, wants to pick a strategy for current conditions, or before running a backtest/signal that should be regime-aware.trader-riskruvnetAssess portfolio risk using npx neural-trader — VaR, CVaR, Sharpe, position sizing, circuit breaker statustrader-signalruvnetGenerate trading signals using npx neural-trader anomaly detection engine with Z-score scoring and neural predictiontrader-trainruvnetTrain neural models (LSTM, Transformer, N-BEATS) on market data using npx neural-trader with confidence intervalsV3 CLI ModernizationruvnetCLI modernization and hooks system enhancement for claude-flow v3. Implements interactive prompts, command decomposition, enhanced hooks integration, and intelligent workflow automation.V3 Core ImplementationruvnetCore module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.V3 DDD ArchitectureruvnetDomain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.V3 MCP OptimizationruvnetMCP 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.V3 Memory UnificationruvnetUnify 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).V3 Performance OptimizationruvnetAchieve 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.V3 Security OverhaulruvnetComplete 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.V3 Swarm Coordinationruvnet15-agent hierarchical mesh coordination for v3 implementation. Orchestrates parallel execution across security, core, and integration domains following 10 ADRs with 14-week timeline.validate-pluginruvnetValidate a Claude Code plugin structure, frontmatter, and MCP tool referencesvector-clusterruvnetCluster code by graph community detection via npx ruvector@0.2.25 hooks graph-cluster (spectral / Louvain)vector-embedruvnetGenerate embeddings via npx ruvector@0.2.25 embed text (ONNX all-MiniLM-L6-v2, 384-dim), normalize, and store in HNSW indexvector-hyperbolicruvnetEmbed hierarchical data via npx ruvector@0.2.25 embed text and project into the Poincare ball in user code (no --model poincare flag in 0.2.25)vector-searchruvnetVector search via embeddings_* (large-scale HNSW) and ruvllm_hnsw_* (WASM router for ≤11 hot patterns), with RaBitQ 1-bit quantization for 32× memory reductionvector-setupruvnetFirst-run setup for ruvector@0.2.25 — installs ONNX/Brain/SONA add-ons, registers the MCP server, and verifies the install via `doctor`wasm-agentruvnetCreate and manage sandboxed WASM agents for isolated code executionwasm-galleryruvnetBrowse, publish, and install WASM agents from the community gallerywitnessruvnetSign, verify, and track fix-marker regressions over time using a deterministic Ed25519 witness manifest. Works in any project — clone the toolkit, run init, register fixes, regen on each release.worker-benchmarksruvnetRun comprehensive worker system benchmarks and performance analysisworker-integrationruvnetWorker-Agent integration for intelligent task dispatch and performance trackingworkflow-createruvnetAuthor a workflow — either an MCP workflow template (persisted, lifecycle) or a native .claude/workflows/*.js orchestration script (agent/parallel/pipeline fan-out)workflow-runruvnetRun a workflow — drive an MCP workflow lifecycle (execute/pause/resume/cancel) or invoke + resume a native .claude/workflows/*.js orchestration via the Workflow tool