ruvnet
- 320 skills
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- ▌ Repo Genome · ruvnet7-section readiness scorecard for a LOCAL repo. Reports repo type + agent topology + MCP risk + test confidence + release readiness + recommended harness plan + scorecard. Exit 0 ready, 1 needs-work, 2 blocked. --json for the 6-field scorecard, --bundle for the ADR-031 schema-1 envelope.
- ▌ Diag Harness · ruvnetKernel-version skew check (ADR-027). Reports manifest surface + manifest kernel + installed kernel + verdict (match/patch-diff/minor-diff/major-diff). Exits 1 on minor/major skew with a copy-pasteable `npm install @metaharness/kernel@X.Y.Z` next step. Exits 2 if no .harness/manifest.json at path.
- ▌ Oia Manifest · ruvnetEmit .harness/oia-manifest.json declaring layer alignment with the OIA v0.1 9-layer reference architecture. Self-describes the harness's MCP wiring, witness signing, audit log, identity posture (always 'none' at v0.1). --check verifies an existing manifest, --dry-run prints without writing, --json emits to stdout.
- ▌ Create Harness · ruvnetScaffold your own focused AI agent harness — pick host (Claude Code, Codex, pi.dev, Hermes), template, agents, skills, and ship a npm-publishable harness with its own npx CLI. Use when a user asks to "create my own agent harness", "scaffold a harness", "make a custom Claude Code plugin like ruflo", or "build a vertical AI assistant for X".
- ▌ List Templates · ruvnetList the available harness templates and what each one ships with. Use when the user asks "what templates are available", "what verticals does the harness generator support", or "show me what I can scaffold".
- ▌ Verify Witness · ruvnetVerify the Ed25519 witness manifest of a scaffolded harness. Fast yes/no signature check that proves the publisher signed this exact file set — separate from the full release-readiness umbrella in validate-harness.
- ▌ Example Harness · ruvnetScaffold a ready-made AI agent harness in one command from the 19 published @metaharness/* example packages — 9 host integrations (Claude Code, Codex, Hermes, pi.dev, OpenClaw, RVM, Copilot, OpenCode, GitHub Actions) + 10 vertical pods (devops, research, trading, support, legal, coding, education, sales, gaming, repo-maintainer).
- ▌ Publish Harness · ruvnetPublish a generated harness to npm — runs the smoke test, signs the witness manifest, and dispatches `npm publish --provenance` from your tagged release.
- ▌ Upgrade Harness · ruvnetDrift detection + apply for a scaffolded harness. Re-renders the template with the same vars, computes added/removed/changed file plan, and applies with Git-style conflict markers or .rej files. Default is dry-run.
- ▌ Evolve · ruvnetEvolve this harness with Darwin Mode — frozen model, evolving harness (real, sandboxed, safety-gated).
- ▌ Validate Harness · ruvnetRelease-readiness umbrella check for a scaffolded harness — runs doctor, witness verify, hardcoded-path scan, MCP server config, and GCP Secret Manager validation in one shot. Exits non-zero if any sub-check fails.
- ▌ Compare Harnesses · ruvnetDiff two scaffolded harnesses (ADR-031). Reports manifest meta drift + host list + per-file fingerprint changes (added/removed/changed). Exits 0 IDENTICAL, 1 DRIFT, 2 missing manifest. Use --bundle for the ADR-031 schema-1 JSON envelope.
- ▌ Github Workflow Automation · ruvnetAdvanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
- ▌ Agntcy Status · ruvnetShow AGNTCY/SLIM/CASA integration status — whether upstream AGNTCY packages are installed, which transport (local vs SLIM) is active, and whether CASA enforcement is enabled. Use when the user asks "is AGNTCY configured?", "show SLIM/CASA status", or "is AGNTCY/IOC integration active?".
- ▌ Music Generate · ruvnetGenerate a new song from a creative brief (genre, mood, language, BPM, theme) via the cogmusic MCP create_production tool
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- ▌ Music Connect · ruvnetOne-time setup — mint a Cognitum Music personal access token and register the cogmusic MCP server with Claude Code
- ▌ Explore Homecore · ruvnetMap a Homecore capability to reviewed source, tests, ADRs, and limitations.
- ▌ Music Master · ruvnetRun a mastering pass (LUFS loudness normalization + peak limiting) on an existing production
- ▌ Ruflo Status · ruvnetDiagnose Ruflo health, then report system, MCP server, and active-agent status without changing the installation
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- ▌ Swarm Orchestration 3 · ruvnet> Multi-agent swarm coordination for complex tasks. Use when: 3+ files need changes, new features, refactoring. Skip when: single file edits, simple fixes, documentation.
- ▌ Github Workflow Automation 4 · ruvnet| Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
- ▌ Github Workflow Automation 3 · ruvnetAdvanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
- ▌ Swarm Orchestration 2 · ruvnet bundle> Multi-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 exploration.
- ▌ Github Workflow Automation 2 · ruvnetAdvanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
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- ▌ Deep Research 2 · ruvnetOrchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findings
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- ▌ Security Scan 2 · ruvnetRun 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.
- ▌ Memory Management 2 · ruvnet> AgentDB memory system with HNSW vector search. Use when: need to store patterns, search for solutions, semantic lookup. Skip when: no learning needed, ephemeral tasks.
- ▌ Security Audit 2 · ruvnet> Security scanning and vulnerability detection. Use when: authentication, authorization, payment processing, user data. Skip when: read-only operations, internal tooling.
- ▌ Sparc Methodology 3 · ruvnet bundle> SPARC 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.
- ▌ Github Automation 3 · ruvnet> GitHub 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.
- ▌ Sparc Methodology 2 · ruvnetSPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration
- ▌ Git Workflow 3 · ruvnetAdvanced git workflows with branch management, conflict resolution, and PR lifecycle
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- ▌ Onboard 3 · ruvnetZero-to-sensing path picker for RuView (WiFi-DensePose) — pick docker-demo, repo-build, or live-esp32 and run the next concrete step.
- ▌ Create Plugin 2 · ruvnetScaffold a new Claude Code plugin with proper directory structure, plugin.json, skills, commands, and agents
- ▌ Agent Collective Intelligence Coordinator · ruvnetAgent skill for collective-intelligence-coordinator - invoke with $agent-collective-intelligence-coordinator
- ▌ Agent Base Template Generator · ruvnetAgent skill for base-template-generator - invoke with $agent-base-template-generator
- ▌ Agent Implementer Sparc Coder · ruvnetAgent skill for implementer-sparc-coder - invoke with $agent-implementer-sparc-coder
- ▌ Agent Performance Benchmarker · ruvnetAgent skill for performance-benchmarker - invoke with $agent-performance-benchmarker
- ▌ Agent Sona Learning Optimizer · ruvnetAgent skill for sona-learning-optimizer - invoke with $agent-sona-learning-optimizer
- ▌ Agent V3 Performance Engineer · ruvnetAgent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineer
- ▌ Agent Hierarchical Coordinator · ruvnetAgent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator
- ▌ Agent Spec Mobile React Native · ruvnetAgent skill for spec-mobile-react-native - invoke with $agent-spec-mobile-react-native
- ▌ Agent V3 Integration Architect · ruvnetAgent skill for v3-integration-architect - invoke with $agent-v3-integration-architect
- ▌ Agent Automation Smart Agent · ruvnetAgent skill for automation-smart-agent - invoke with $agent-automation-smart-agent
- ▌ Agent Coordinator Swarm Init · ruvnetAgent skill for coordinator-swarm-init - invoke with $agent-coordinator-swarm-init
- ▌ Agent Byzantine Coordinator · ruvnetAgent skill for byzantine-coordinator - invoke with $agent-byzantine-coordinator
- ▌ Agent Consensus Coordinator · ruvnetAgent skill for consensus-coordinator - invoke with $agent-consensus-coordinator
- ▌ Agent Performance Optimizer · ruvnetAgent skill for performance-optimizer - invoke with $agent-performance-optimizer
- ▌ Agent V3 Security Architect · ruvnetAgent skill for v3-security-architect - invoke with $agent-v3-security-architect
- ▌ Agentdb Performance Optimization · ruvnetOptimize 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.
- ▌ Adr Create · ruvnetCreate a new Architecture Decision Record with sequential numbering and AgentDB registration
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- ▌ Adr Verify · ruvnetRead back adr-patterns + adr-edges namespaces, surface dangling refs / supersede cycles / status mismatches; exit 1 on cycles
- ▌ Cost Trend · ruvnetRead every docs/benchmarks/runs/*.json and surface drift in win rate, latency, escalation rate, and LLM-baseline cost over time
- ▌ Ruview Quickstart · ruvnetOnboarding and first-run for RuView (WiFi-DensePose) — Docker demo with simulated data, repo build, and the fastest path to a live sensing dashboard. Use when someone is new to RuView or wants the shortest path to "it works on my machine".
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- ▌ Harness Gepa · ruvnetInspect and audit GEPA genomes via the `@metaharness/darwin/gepa` library entry (darwin 0.8.0) — load/validate a genome (default: the shipped cand-6 promotion), render the system prompt a genome compiles to, or classify failure modes in a run transcript. The `gepaOptimize` loop itself is library-only (bring your own evaluator) and not surfaced here — use `harness-evolve` for sandbox-scored evolution. Degrades gracefully when @metaharness/darwin is absent.
- ▌ Harness Mint · ruvnetScaffold a custom AI agent harness via `metaharness new <name> --template <id> --host <id>`. Defaults to DRY-RUN (no writes) unless --confirm is passed. Refuses to write to the calling repo root or anywhere inside it. Honors ADR-150 architectural constraint + ruflo's "destructive-action confirmation" pattern.
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- ▌ Stream Chain · ruvnetStream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
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- ▌ Workflow Run · ruvnetRun a workflow — drive an MCP workflow lifecycle (execute/pause/resume/cancel) or invoke + resume a native .claude/workflows/*.js orchestration via the Workflow tool
- ▌ Trader Signal · ruvnetGenerate trading signals using npx neural-trader anomaly detection engine with Z-score scoring and neural prediction
- ▌ Cost Benchmark · ruvnetRun the corpus benchmark — booster locally, optional Gemini/Sonnet/Opus baselines — and persist a verifiable measured-vs-claimed table
- ▌ Trader Explain · ruvnetRegulator-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)
- ▌ Cost Conversation · ruvnetPer-conversation cost view — list every session in cost-tracking with started-at, message count, top model, and total cost
- ▌ Flow Nexus Neural · ruvnetTrain and deploy neural networks in distributed E2B sandboxes with Flow Nexus
- ▌ Vector Hyperbolic · ruvnetEmbed 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)
- ▌ Init Project · ruvnetInitialize 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.
- ▌ Vector Setup · ruvnetFirst-run setup for ruvector@0.2.25 — installs ONNX/Brain/SONA add-ons, registers the MCP server, and verifies the install via `doctor`
- ▌ Vector Embed · ruvnetGenerate embeddings via npx ruvector@0.2.25 embed text (ONNX all-MiniLM-L6-v2, 384-dim), normalize, and store in HNSW index
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- ▌ Ruview Configure · ruvnetConfigure RuView — ESP32 sdkconfig variants, NVS provisioning, WiFi channel / MAC filter overrides (ADR-060), edge intelligence modules (ADR-041), sensing-server flags, multi-node mesh, and Cognitum Seed integration. Use when adjusting how a deployed RuView system behaves without changing code.
- ▌ Adr Index · ruvnetBuild 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)
- ▌ Pair Programming · ruvnetAI-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.
- ▌ Autopilot Predict · ruvnetUse learned patterns and current state to predict the optimal next action
- ▌ Browser Form Fill · ruvnetFill a web form by mapping field-name → value, with optional template lookup from browser-templates for known forms
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- ▌ Cost Summary · ruvnetSingle-shot programmatic dump of all cost data — total spend, per-tier, top session, budget status, federation aggregate. JSON or markdown.
- ▌ Trader Regime · ruvnetDetect 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 Train · ruvnetTrain neural models (LSTM, Transformer, N-BEATS) on market data using npx neural-trader with confidence intervals
- ▌ Observe Metrics · ruvnetAggregate and display system metrics with anomaly detection for a time period
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- ▌ Dossier Collect · ruvnetBuild a graph-structured dossier on a seed entity via parallel fan-out + recursive expansion across web, memory, knowledge-graph, codebase, ADR index, and git intel
- ▌ Sparc Implement · ruvnetRun the SPARC Pseudocode and Architecture phases (2 and 3) — write algorithm pseudocode, design module boundaries and API contracts, then implement