Source

ruvnet/ruflo

281 skills · 243.6K combined installs

Skills from this source

#

Skill

Source

8W Activity

Installs

vector-embed Generate embeddings via npx [email protected] embed text (ONNX all-MiniLM-L6-v2, 384-dim), normalize, and store in HNSW…

federation-audit Query federation audit logs with compliance filtering

federation-init Initialize federation on this node — generate keypair and configure peers

kg-extract Extract entities and relations from source files to build a knowledge graph

sparc-spec Run the SPARC Specification phase — gather requirements, define acceptance criteria, identify constraints, and store …

cost-report Generate a cost report showing token usage and USD costs by agent and model

iot-witness-verify Verify witness chain integrity and detect provenance gaps

migrate-create Create a new sequentially numbered database migration with up/down SQL files

browser-login Drive an authentication flow once, sanitize cookies through AIDefence, and vault a reusable cookie handle in browser-…

kg-traverse Pathfinder traversal of the knowledge graph starting from a seed entity

migrate-validate Validate pending migrations for foreign key consistency, rollback safety, and best practices

vector-cluster Cluster code by graph community detection via npx [email protected] hooks graph-cluster (spectral / Louvain)

cost-compact-context Wrap getTokenOptimizer().getCompactContext() to retrieve compacted ReasoningBank context for cost-analysis queries; r…

sparc-refine Run the SPARC Refinement and Completion phases — review code, improve test coverage, validate against specification, …

market-ingest Ingest and normalize market data into OHLCV vectors with HNSW indexing

vector-hyperbolic Embed hierarchical data via npx [email protected] embed text and project into the Poincare ball in user code (no --mode…

browser-replay Replay a recorded session trajectory against the same URL or a mutated variant; uses browser-selectors embedding simi…

browser-record Open a named, traced browser session into an RVF cognitive container with a ruvector trajectory recording every action

browser-form-fill Fill a web form by mapping field-name → value, with optional template lookup from browser-templates for known forms

dossier-collect Build a graph-structured dossier on a seed entity via parallel fan-out + recursive expansion across web, memory, know…

browser-extract Extract structured data via stored browser-templates or one-shot DOM queries, with mandatory AIDefence PII + prompt-i…

browser-screenshot-diff Visual + DOM diff between two recorded sessions at matching trajectory step ids; used for visual regression and repla…

cost-budget-check Read accumulated cost-tracking spend + budget config, compute utilization, emit 50/75/90/100% alert ladder

browser-auth-flow Probe a site's authentication flow for redirect leaks, missing CSRF, weak session cookies, and OAuth misconfiguration…

cost-booster-route Route tasks through hooks_route, partition by Agent Booster availability, and report Tier 1 bypass utilization with $…

cost-track Auto-capture per-session token usage from the Claude Code session jsonl and persist to the cost-tracking namespace

adr-verify Read back adr-patterns + adr-edges namespaces, surface dangling refs / supersede cycles / status mismatches; exit 1 o…

cost-federation Consumer-side wiring for ADR-097 Phase 3 federation_spend events — per-peer rolling windows + suspension-threshold ch…

intelligence-transfer Publish or fetch learned patterns across projects via IPFS (Pinata) -- the cross-project pattern transfer that hooks_…

cost-conversation Per-conversation cost view — list every session in cost-tracking with started-at, message count, top model, and total…

cost-summary cost-summary Installation Command Prompt $ npx skills add https://github.com/ruvnet/ruflo --skill cost-summary

cost-trend Read every docs/benchmarks/runs/*.json and surface drift in win rate, latency, escalation rate, and LLM-baseline cost…

vector-setup First-run setup for [email protected] — installs ONNX/Brain/SONA add-ons, registers the MCP server, and verifies the in…

cost-export Export cost-tracking telemetry in Prometheus textfile or webhook JSON formats — for external observability (Grafana, …

cost-booster-edit Apply a simple code transform via agent-booster's WASM engine — sub-millisecond, deterministic, $0 (no LLM call). Com…

cost-benchmark Run the corpus benchmark — booster locally, optional Gemini/Sonnet/Opus baselines — and persist a verifiable measured…

browser Web browser automation with AI-optimized snapshots for claude-flow agents

witness Sign, verify, and track fix-marker regressions over time using a deterministic Ed25519 witness manifest. Works in any…

trader-cloud-backtest Run a heavy neural-trader job (long walk-forward, big Monte-Carlo, parameter sweep, model training) on the Anthropic …

managed-agent Run an Anthropic Claude Managed Agent — a cloud agent harness (container + filesystem + tools), the cloud counterpart…

trader-portfolio-cg Mean-variance portfolio optimization via Conjugate Gradient — 40-60× faster than the legacy Neumann path (ADR-126 Pha…

trader-explain Regulator-grade feature attribution for any LSTM/Transformer signal — single-entry PageRank ranks the top-K features …

gaia-debugging Diagnose why a GAIA question failed — extract trace, classify failure mode, and propose a fix. Use when a GAIA benchm…

gaia-submission Walk through a complete GAIA benchmark→submit flow — from key resolution through HAL-compatible package generation

gaia-architecture-comparison Side-by-side comparison of ruflo vs HAL vs other GAIA harnesses — capability gaps, design decisions, and improvement …

nested-subagents Spawn nested sub-agents (agents that spawn sub-agents, up to depth=5) via Claude Code's native Task tool — for contex…

cost-counterfactual Multi-baseline counterfactual cost analysis. Compares actual session spend to hypothetical always-haiku / always-sonn…

cost-projection Forward-looking spend extrapolation. Computes a USD-per-day rate from the recent measurement window, projects to 7d/3…

cost-session Per-message cost breakdown within a single session. The drill-down companion to cost-anomaly — when an outlier sessio…

cost-anomaly MAD-based outlier detection on session spend. Robust to the very outliers it hunts (unlike mean+sigma). Surfaces spec…