ruvnet
- 332 skills
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- 10 hours ago last updated
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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
- ▌ Migrate Validate · ruvnetValidate pending migrations for foreign key consistency, rollback safety, and best practices
- ▌ Embeddings · ruvnet> Vector 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.
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- ▌ Cost Track · ruvnetAuto-capture per-session token usage from the Claude Code session jsonl and persist to the cost-tracking namespace
- ▌ Rvf Manage · ruvnetManage RVF (Ruflo Vector Format) files for portable agent memory and cross-platform transfer
- ▌ Swarm Init · ruvnetInitialize 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.
- ▌ Train Pose · ruvnetTrain/evaluate WiFi pose models honestly — camera-supervised (MediaPipe + CSI) and camera-free (WiFlow), always checked against the mean-pose baseline before any PCK is quoted.
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- ▌ Cost Health · ruvnetComposite CI gate — runs cost-budget-check + cost-burn + cost-anomaly + cost-projection in parallel and surfaces a single combined health status with max exit code. The operationally-useful entry point — one shell-out covers all four alert ladders.
- ▌ Trader Risk · ruvnetAssess portfolio risk using npx neural-trader — VaR, CVaR, Sharpe, position sizing, circuit breaker status
- ▌ Diff Analyze · ruvnetAnalyze 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.
- ▌ Hive Mind · ruvnet> Byzantine 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.
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- ▌ Migrate Create · ruvnetCreate a new sequentially numbered database migration with up/down SQL files
- ▌ Ruview CLI API · ruvnetUse the RuView `wifi-densepose` CLI binary (incl. MAT scan/status/zones/survivors/alerts/export subcommands), the REST API (`wifi-densepose-api`, Axum), and the browser/WASM build (`wifi-densepose-wasm`, `wifi-densepose-wasm-edge`). Use when integrating RuView into another program, scripting it from the shell, exposing it over HTTP, or shipping it to the browser / ESP32-WASM3.
- ▌ Browser Record · ruvnetOpen a named, traced browser session into an RVF cognitive container with a ruvector trajectory recording every action
- ▌ Doc Gen · ruvnetGenerate 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.
- ▌ Gaia Debugging · ruvnetDiagnose 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.
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- ▌ Observe Trace · ruvnetTrace agent execution by collecting spans and building a trace tree for a task
- ▌ Ruview Mmwave · ruvnetSet up and run RuView mmWave / FMCW radar sensing — ESP32-C6 + Seeed MR60BHA2 (60 GHz, heart rate / breathing rate / presence) and HLK-LD2410 (24 GHz, presence + distance), plus mmWave↔WiFi-CSI sensor fusion (48-byte fused vitals, MR60BHA2/LD2410 auto-detect, v0.5.0+). Use when the deployment includes a millimetre-wave radar alongside or instead of WiFi CSI.
- ▌ Autopilot Loop · ruvnetRun an autonomous /loop iteration -- check progress, work on next task, schedule next wake
- ▌ Browser Scrape · ruvnetDEPRECATED in v0.2.0 -- use browser-extract instead; this is a thin shim for backward compatibility, removed in v0.3.0
- ▌ Chat Format · ruvnetFormat prompts for different LLM providers with chat templates and HNSW-powered context retrieval
- ▌ Safety Scan · ruvnetScan 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.
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- ▌ Horizon Track · ruvnetTrack long-horizon objectives across multiple sessions with milestone checkpoints, progress persistence, and drift detection
- ▌ Iot Anomalies · ruvnetDetect 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.
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- ▌ Pod Sales · ruvnetRun one tick of the sales business-pod (ADR-164 §4.1, Phase 2). Loads templates/sales.json, validates it against the pod-schema, resolves agents against ruflo's agent registry, reserves budget via the Phase-2 file-based stub ledger (atomic SQLite tracker is Phase 3 per ADR-164.1), constructs per-agent dry-run prompts, posts a summary envelope to room "sales" via the federation_bbs_publish JSONL backing store, and emits a structured {podName, tickId, agentsRan, totalUsd, envelopeId, status} line for /loop ingestion. Dry-run by default; --live is reserved for Phase 3.
- ▌ LLM Config · ruvnetConfigure RuVLLM local inference with model selection, MicroLoRA fine-tuning, and SONA adaptation
- ▌ Cost Optimize · ruvnetAnalyze token usage patterns and recommend cost optimizations with estimated savings
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- ▌ Ddd Aggregate · ruvnetScaffold 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.
- ▌ Ruview Verify · ruvnetVerify a RuView build — full Rust workspace tests, the deterministic Python pipeline proof (SHA-256 Trust Kill Switch), firmware hash manifest, and the ADR-028 witness bundle with one-command self-verification. Use after any significant change, before merging a PR, or to produce an attestation bundle for a recipient.
- ▌ Cost Burn · ruvnetBurn-rate trend over time with optional drift-alert exit code. Bins session spend into buckets, surfaces window-over-window delta, and can exit 1 when latest bucket exceeds prior mean by a configurable %. Distinct from `cost-trend` (benchmark drift); this tracks PRODUCTION spend trajectory.
- ▌ Iot Firmware · ruvnetOrchestrate firmware rollouts with canary deployment and anomaly-gated advancement
- ▌ Neural Train · ruvnetTrain SONA + MicroLoRA neural patterns from successful task completions; runs the DISTILL + CONSOLIDATE phases of the 4-step pipeline
- ▌ Ddd Validate · ruvnetValidate 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.
- ▌ Sparc Refine · ruvnetRun the SPARC Refinement and Completion phases — review code, improve test coverage, validate against specification, and generate documentation
- ▌ Claims · ruvnet> Claims-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.
- ▌ Verify · ruvnetProve a RuView result is real — run the deterministic SHA-256 proof and the witness bundle (ADR-028), and lint any claim for MEASURED-vs-CLAIMED honesty.
- ▌ Cost Export · ruvnetExport cost-tracking telemetry in Prometheus textfile or webhook JSON formats — for external observability (Grafana, Datadog, custom dashboards)
- ▌ Ddd Context · ruvnetCreate 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.
- ▌ Cost Anomaly · ruvnetMAD-based outlier detection on session spend. Robust to the very outliers it hunts (unlike mean+sigma). Surfaces specific anomalous sessions with modified-z scores; optional --alert-on-outliers exit code for CI gates. Distinct from cost-burn (aggregate trend) — this answers "which INDIVIDUAL session is the outlier?".
- ▌ Cost Session · ruvnetPer-message cost breakdown within a single session. The drill-down companion to cost-anomaly — when an outlier session is flagged, this surfaces the specific expensive messages so operators can see whether the cost came from output tokens, cache writes, or model escalations.
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- ▌ Ruflo · ruvnet bundleRuflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-agent swarms with hierarchical coordination, (3) use ruflo's 314+ MCP tools for memory, routing, hooks, sub-agents, or workflows, (4) check ruflo status/version/doctor health, or (5) discover which of ruflo's 30+ plugins fits their task.
- ▌ Pii Detect · ruvnetDetect 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.
- ▌ Tdd Repair · ruvnetTest-Driven Repair — given a failing test, spawn a bounded headless `claude -p` (Read/Edit/Bash only) that makes the test pass without modifying it. Modeled on agent-harness-generator's ADR-175 Test-Driven Repair mode. Bounded cost via --max-budget-usd, bounded capability via --allowedTools. Closes the loop the TDD plugins didn't — we generate tests, this fixes the code to satisfy them.
- ▌ Browser Test · ruvnetUI test recipe -- composes browser-record (capture) + browser-replay (verify) so every test produces a replayable RVF artifact, not an ephemeral run
- ▌ Ruview Advanced Sensing · ruvnetAdvanced RuView capabilities — RuvSense multistatic sensing (attention-weighted fusion, geometric diversity, persistent field model), cross-viewpoint fusion across multiple nodes, RF tomography (ISTA L1 solver, voxel grids), longitudinal biomechanics drift, pre-movement intention signals, adversarial signal detection, and multistatic mesh security hardening. Use for research-grade or multi-node deployments.
- ▌ Agent Adaptive Coordinator · ruvnetAgent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator
- ▌ Agent Analyze Code Quality · ruvnetAgent skill for analyze-code-quality - invoke with $agent-analyze-code-quality
- ▌ Agent Performance Analyzer · ruvnetAgent skill for performance-analyzer - invoke with $agent-performance-analyzer
- ▌ Agent Production Validator · ruvnetAgent skill for production-validator - invoke with $agent-production-validator
- ▌ Agent Swarm Memory Manager · ruvnetAgent skill for swarm-memory-manager - invoke with $agent-swarm-memory-manager
- ▌ Agent V3 Memory Specialist · ruvnetAgent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialist
- ▌ Agent V3 Queen Coordinator · ruvnetAgent skill for v3-queen-coordinator - invoke with $agent-v3-queen-coordinator
- ▌ Harness Drift From History · ruvnetOne-command drift detection. Composes audit-list + oia-audit + audit-trend into a single primitive — finds the most recent audit in `metaharness-audit` namespace, runs a fresh audit against the current repo, diffs them via ADR-152 §3.1 similarity, and alerts when structural distance crosses `--threshold`. Iter 53 of ADR-150 deep integration.
- ▌ Reasoningbank Intelligence · ruvnetImplement 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 Agentdb · ruvnetImplement 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.
- ▌ Harness Security Bench · ruvnetRun `@metaharness/darwin security bench` (upstream "Darwin Shield" / ADR-155) — evolves a champion security-detection harness against a 10-vuln / 9-decoy corpus and grades it on TPR/FPR/patch-pass/repro/unsafe vs four baselines (B0 static, B1 LLM-single-pass, B2 fixed-agent, B3 Darwin-champion). Closest reference implementation for ruflo's own ADR-155 nightly self-learning security harness (PR #2417). Degrades gracefully when @metaharness/darwin is absent.
- ▌ Agent Performance Monitor · ruvnetAgent skill for performance-monitor - invoke with $agent-performance-monitor
- ▌ Agent Workflow Automation · ruvnetAgent skill for workflow-automation - invoke with $agent-workflow-automation
- ▌ Agentdb Advanced Features · ruvnetMaster 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.
- ▌ Github Project Management · ruvnetComprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning
- ▌ Github Release Management · ruvnetComprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management
- ▌ Verification Quality Assurance · ruvnetComprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.
- ▌ Agent Arch System Design · ruvnetAgent skill for arch-system-design - invoke with $agent-arch-system-design
- ▌ Agent Gossip Coordinator · ruvnetAgent skill for gossip-coordinator - invoke with $agent-gossip-coordinator
- ▌ Agent Memory Coordinator · ruvnetAgent skill for memory-coordinator - invoke with $agent-memory-coordinator
- ▌ Agent Project Board Sync · ruvnetAgent skill for project-board-sync - invoke with $agent-project-board-sync
- ▌ Agent Resource Allocator · ruvnetAgent skill for resource-allocator - invoke with $agent-resource-allocator
- ▌ Agent Topology Optimizer · ruvnetAgent skill for topology-optimizer - invoke with $agent-topology-optimizer
- ▌ Gaia Architecture Comparison · ruvnetSide-by-side comparison of ruflo vs HAL vs other GAIA harnesses — capability gaps, design decisions, and improvement roadmap
- ▌ Harness Threat Model · ruvnetEnterprise-review-grade threat model from `harness threat-model <path>`. Categorizes MCP-surface threats; emits `worst: 'clean'|'low'|'medium'|'high'` + per-threat findings. Pure-read.
- ▌ V3 Security Overhaul · ruvnetComplete 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.
- ▌ Agent Code Goal Planner · ruvnetAgent skill for code-goal-planner - invoke with $agent-code-goal-planner
- ▌ Agent Code Review Swarm · ruvnetAgent skill for code-review-swarm - invoke with $agent-code-review-swarm
- ▌ Agent Crdt Synchronizer · ruvnetAgent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizer
- ▌ Agent Github Pr Manager · ruvnetAgent skill for github-pr-manager - invoke with $agent-github-pr-manager
- ▌ Agent Orchestrator Task · ruvnetAgent skill for orchestrator-task - invoke with $agent-orchestrator-task
- ▌ Agent Pagerank Analyzer · ruvnetAgent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzer
- ▌ Agent Queen Coordinator · ruvnetAgent skill for queen-coordinator - invoke with $agent-queen-coordinator
- ▌ Agent Sparc Coordinator · ruvnetAgent skill for sparc-coordinator - invoke with $agent-sparc-coordinator
- ▌ Agent Trading Predictor · ruvnetAgent skill for trading-predictor - invoke with $agent-trading-predictor