ruvnet/ruflo

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

ruvnet/ruflo

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

ruvnet/ruflo

Scaffold a new Claude Code plugin with proper directory structure, plugin.json, skills, commands, and agents

ruvnet/ruflo

Orchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findings

ruvnet/ruflo

Reasoning-mode completion against DeepSeek's deepseek-reasoner model (R1) via /v1/chat/completions.

ruvnet/ruflo

Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task

ruvnet/ruflo

Build 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

ruvnet/ruflo

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

ruvnet/ruflo

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

ruvnet/ruflo

Create and execute Goal-Oriented Action Plans (GOAP) with precondition analysis, cost optimization, and adaptive replanning

ruvnet/ruflo

Manage @metaharness/darwin bench suites — bench create {repo} scaffolds a JSON suite from a repo's test corpus; bench verify {suite.json} checks suite well-formedness.

ruvnet/ruflo

One-command drift detection. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Run @metaharness/darwin evolve {repo} to mutate a harness's seven policy surfaces (planner/contextBuilder/reviewer/retryPolicy/toolPolicy/memoryPolicy/scorePolicy), sandbox-score each variant, and…

ruvnet/ruflo

7-section repo readiness report from metaharness genome {path}.

ruvnet/ruflo

Inspect and audit GEPA genomes via the @metaharness/darwin/gepa library entry (darwin 0.8.0) — load/validate a genome (default is the shipped cand-6 promotion), render the system prompt a genome…

ruvnet/ruflo

Run a GEPA learning cycle via metaharness learn (upstream ADR-235, metaharness@0.3.0) — optimizes a harness genome against a SWE-bench-style slice manifest.

ruvnet/ruflo

Scaffold a custom AI agent harness via metaharness new {name} --template {id} --host {id}.

ruvnet/ruflo

Composite Phase-2 audit worker (ADR-150). An agent skill from ruvnet/ruflo.

ruvnet/ruflo

5-dimension harness readiness scorecard from metaharness score {path}.

ruvnet/ruflo

Run @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…

ruvnet/ruflo

ADR-152 — weighted similarity between two harness fingerprints (genome + score JSON).

ruvnet/ruflo

Track long-horizon objectives across multiple sessions with milestone checkpoints, progress persistence, and drift detection

ruvnet/ruflo

Route tasks via the 3-tier model selector and learned patterns; emits a routing rationale via hooksexplain

ruvnet/ruflo

Publish or fetch learned patterns across projects via IPFS (Pinata) -- the cross-project pattern transfer that hookstransfer enables

ruvnet/ruflo

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

ruvnet/ruflo

Pathfinder traversal of the knowledge graph starting from a seed entity

ruvnet/ruflo

Run an Anthropic Claude Managed Agent — a cloud agent harness (container + filesystem + tools), the cloud counterpart of the local wasm-agent runtime

ruvnet/ruflo

Ingest and normalize market data into OHLCV vectors with HNSW indexing

ruvnet/ruflo

Detect and classify candlestick patterns from ingested OHLCV data

ruvnet/ruflo

Bridge Claude Code auto-memory into AgentDB with ONNX embeddings, deduplicate, and enable unified cross-project search

ruvnet/ruflo

SOTA semantic search — hybrid (sparse+dense), Graph RAG multi-hop, MMR diversity reranking, recency weighting

ruvnet/ruflo

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

ruvnet/ruflo

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

ruvnet/ruflo

One-time setup — mint a Cognitum Music personal access token and register the cogmusic MCP server with Claude Code

ruvnet/ruflo

Generate a new song from a creative brief (genre, mood, language, BPM, theme) via the cogmusic MCP createproduction tool

ruvnet/ruflo

Spawn nested sub-agents (agents that spawn sub-agents, up to depth=5) via Claude Code's native Task tool — for context-managed deep delegation

ruvnet/ruflo

Train SONA + MicroLoRA neural patterns from successful task completions; runs the DISTILL + CONSOLIDATE phases of the 4-step pipeline

ruvnet/ruflo

Aggregate and display system metrics with anomaly detection for a time period

ruvnet/ruflo

Trace agent execution by collecting spans and building a trace tree for a task

ruvnet/ruflo

Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations

ruvnet/ruflo

Run the SPARC Pseudocode and Architecture phases (2 and 3) — write algorithm pseudocode, design module boundaries and API contracts, then implement

ruvnet/ruflo

Run the SPARC Refinement and Completion phases — review code, improve test coverage, validate against specification, and generate documentation

ruvnet/ruflo

Run the SPARC Specification phase — gather requirements, define acceptance criteria, identify constraints, and store the spec in memory

ruvnet/ruflo

Test-Driven Repair — given a failing test, spawn a bounded headless claude -p (Read/Edit/Bash only) that makes the test pass without modifying it.

ruvnet/ruflo

Run 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

ruvnet/ruflo

Cluster code by graph community detection via npx ruvector@0.2.25 hooks graph-cluster (spectral / Louvain)

ruvnet/ruflo

Generate embeddings via npx ruvector@0.2.25 embed text (ONNX all-MiniLM-L6-v2, 384-dim), normalize, and store in HNSW index

ruvnet/ruflo

Embed 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)

ruvnet/ruflo