Development · By ruvnet

Agent skill for refinement - invoke with $agent-refinement. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Agent skill for release-manager - invoke with $agent-release-manager

ruvnet/ruflo

Agent skill for release-swarm - invoke with $agent-release-swarm

ruvnet/ruflo

Agent skill for researcher - invoke with $agent-researcher. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Agent skill for reviewer - invoke with $agent-reviewer. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Agent skill for swarm-pr - invoke with $agent-swarm-pr. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Agent skill for v3-queen-coordinator - invoke with $agent-v3-queen-coordinator

ruvnet/ruflo

Verify the Ed25519 witness manifest of a scaffolded harness.

ruvnet/metaharness

GitHub workflow automation, PR management, issue tracking, and code review coordination.

ruvnet/ruflo

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management

ruvnet/agentic-flow

Agent skill for arch-system-design - invoke with $agent-arch-system-design

ruvnet/ruflo

Agent skill for multi-repo-swarm - invoke with $agent-multi-repo-swarm

ruvnet/ruflo

Diagnose why a GAIA question failed — extract trace, classify failure mode, and propose a fix.

ruvnet/ruflo

List the available harness templates and what each one ships with.

ruvnet/metaharness

Scaffold an aggregate root with entity, value objects, repository interface, domain events, and test stubs.

ruvnet/ruflo

Create and manage a DDD bounded context with standard directory structure.

ruvnet/ruflo

Validate domain boundaries -- detect cross-context import violations and aggregate invariant issues.

ruvnet/ruflo

Multi-agent swarm coordination for complex tasks. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Create a new Architecture Decision Record with sequential numbering and AgentDB registration

ruvnet/ruflo

Build 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)

ruvnet/ruflo

Review code changes against accepted ADRs for compliance violations

ruvnet/ruflo

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

ruvnet/ruflo

Consumer-side wiring for ADR-097 Phase 3 federationspend events — per-peer rolling windows + suspension-threshold check

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

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

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

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

ruvnet/ruflo

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

ruvnet/ruflo

Author a workflow — either an MCP workflow template (persisted, lifecycle) or a native .claude/workflows/.js orchestration script (agent/parallel/pipeline fan-out)

ruvnet/ruflo

Analyze git diffs for risk scoring, reviewer recommendations, and change classification.

ruvnet/ruflo

Advanced git workflows with branch management, conflict resolution, and PR lifecycle

ruvnet/ruflo

GitHub workflow automation for issues, pull requests, CI, and releases.

ruvnet/ruflo

Performance profiling, benchmarking, and optimization. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Regulator-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)

ruvnet/ruflo

Mean-variance portfolio optimization via Conjugate Gradient — 40-60× faster than the legacy Neumann path (ADR-126 Phase 3, ADR-123 Wedge 8)

ruvnet/ruflo

Run one tick of the sales business-pod (ADR-164 §4.1, Phase 2).

ruvnet/ruflo

Generate API documentation from source code with JSDoc and OpenAPI support

ruvnet/ruflo