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Skill
dossier-collect
ruvnet/ruflo · plugins/ruflo-goals/skills/dossier-collect
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
Repository stars: 81,149 · Incomplete scan
Skill
agentdb-memory-patterns
ruvnet/ruflo · v3/@claude-flow/cli/.claude/skills/agentdb-memory-patterns
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
Repository stars: 81,149 · Incomplete scan
Skill
ruflo-doctor
ruvnet/ruflo · plugins/ruflo-core/skills/ruflo-doctor
Run health checks on the Ruflo installation and fix common issues
Repository stars: 81,149 · Incomplete scan
Skill
monitor-stream
ruvnet/ruflo · plugins/ruflo-swarm/skills/monitor-stream
Stream live swarm events using the Monitor tool for real-time observability
Repository stars: 81,149 · Incomplete scan
Skill
v3-ddd-architecture
ruvnet/ruflo · v3/@claude-flow/cli/.claude/skills/v3-ddd-architecture
Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.
Repository stars: 81,149 · Incomplete scan
Skill
ruflo-status
ruvnet/ruflo · plugins/ruflo-core/skills/ruflo-status
Diagnose Ruflo health, then report system, MCP server, and active-agent status without changing the installation
Repository stars: 81,149 · Incomplete scan
Skill
harness-oia-audit
ruvnet/ruflo · plugins/ruflo-metaharness/skills/harness-oia-audit
Composite Phase-2 audit worker (ADR-150). Bundles harness oia-manifest + threat-model + mcp-scan into one timestamped audit record stored in the `metaharness-audit` memory namespace. Designed for cron-scheduled drift detection.
Repository stars: 81,149 · Incomplete scan
Skill
daa-agent
ruvnet/ruflo · plugins/ruflo-daa/skills/daa-agent
Create and adapt Dynamic Agentic Architecture agents that learn and evolve
Repository stars: 81,149 · Incomplete scan
Skill
browser-screenshot-diff
ruvnet/ruflo · plugins/ruflo-browser/skills/browser-screenshot-diff
Visual + DOM diff between two recorded sessions at matching trajectory step ids; used for visual regression and replay verification
Repository stars: 81,149 · Incomplete scan
Skill
federation-status
ruvnet/ruflo · chatgpt-plugin/skills/federation-status
Summarize the observable health and activity of the public RuFlo Federation gateway. Use when the user asks whether the federation is active, what channels or claims exist, or what agents are currently coordinating.
Repository stars: 81,149 · Incomplete scan
Skill
vector-search
ruvnet/ruflo · plugins/ruflo-agentdb/skills/vector-search
Vector search via embeddings_* (large-scale HNSW) and ruvllm_hnsw_* (WASM router for ≤11 hot patterns), with RaBitQ 1-bit quantization for 32× memory reduction
Repository stars: 81,149 · Incomplete scan
Skill
harness-drift-from-history
ruvnet/ruflo · plugins/ruflo-metaharness/skills/harness-drift-from-history
One-command drift detection: run a fresh metaharness audit, diff it against the latest stored audit by ADR-152 similarity, and alert when the distance crosses `--threshold`. Use when checking whether a harness has drifted since its last audit.
Repository stars: 81,149 · Incomplete scan
Skill
trader-backtest
ruvnet/ruflo · plugins/ruflo-neural-trader/skills/trader-backtest
Run a historical backtest using npx neural-trader with Rust/NAPI engine (8-19x faster) and walk-forward validation; Ed25519-sign the result for paper→live tamper evidence (ADR-126 Phase 4)
Repository stars: 81,149 · Incomplete scan
Skill
harness-learn
ruvnet/ruflo · plugins/ruflo-metaharness/skills/harness-learn
Run a GEPA learning cycle via `metaharness learn`, optimizing a harness genome against a SWE-bench-style slice. Use when training a harness genome. $0 dry-run by default; `--run` opts into spend. Needs a metaharness checkout (--repo or $METAHARNESS_REPO).
Repository stars: 81,149 · Incomplete scan
Skill
adr-index
ruvnet/ruflo · plugins/ruflo-adr/skills/adr-index
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)
Repository stars: 81,149 · Incomplete scan
Skill
intelligence-route
ruvnet/ruflo · plugins/ruflo-intelligence/skills/intelligence-route
Route tasks via the 3-tier model selector and learned patterns; emits a routing rationale via hooks_explain
Repository stars: 81,149 · Incomplete scan
Skill
goal-plan
ruvnet/ruflo · plugins/ruflo-goals/skills/goal-plan
Create and execute Goal-Oriented Action Plans (GOAP) with precondition analysis, cost optimization, and adaptive replanning
Repository stars: 81,149 · Incomplete scan
Skill
music-list
ruvnet/ruflo · plugins/ruflo-music/skills/music-list
List the account's saved music productions with metadata and audio_url
Repository stars: 81,149 · Incomplete scan
Skill
harness-genome
ruvnet/ruflo · plugins/ruflo-metaharness/skills/harness-genome
7-section repo readiness report from `metaharness genome {path}`. Returns repo_type / agent_topology / risk_score / mcp_surface / test_confidence / publish_readiness. Pure-read; degrades gracefully (ADR-150).
Repository stars: 81,149 · Incomplete scan
Skill
v3-performance-optimization
ruvnet/ruflo · v3/@claude-flow/cli/.claude/skills/v3-performance-optimization
Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction. Comprehensive benchmarking and optimization suite.
Repository stars: 81,149 · Incomplete scan
Skill
add-model-descriptions
ruvnet/ruflo · ruflo/src/ruvocal/.claude/skills/add-model-descriptions
Add descriptions for new models from the HuggingFace router to chat-ui configuration. Use when new models are released on the router and need descriptions added to prod.yaml and dev.yaml. Triggers on requests like "add new model descriptions", "update models from router", "sync models", or when explicitly invoking /add-model-descriptions.
Repository stars: 81,149 · Incomplete scan
Skill
cost-benchmark
ruvnet/ruflo · plugins/ruflo-cost-tracker/skills/cost-benchmark
Run the corpus benchmark — booster locally, optional Gemini/Sonnet/Opus baselines — and persist a verifiable measured-vs-claimed table
Repository stars: 81,149 · Incomplete scan
Skill
wasm-agent
ruvnet/ruflo · plugins/ruflo-agent/skills/wasm-agent
Create and manage sandboxed WASM agents for isolated code execution
Repository stars: 81,149 · Incomplete scan
Skill
sparc-refine
ruvnet/ruflo · plugins/ruflo-sparc/skills/sparc-refine
Run the SPARC Refinement and Completion phases — review code, improve test coverage, validate against specification, and generate documentation
Repository stars: 81,149 · Incomplete scan
Skill
swarm-init
ruvnet/ruflo · plugins/ruflo-swarm/skills/swarm-init
Initialize 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.
Repository stars: 81,149 · Incomplete scan
Skill
workflow-run
ruvnet/ruflo · plugins/ruflo-workflows/skills/workflow-run
Run a workflow — drive an MCP workflow lifecycle (execute/pause/resume/cancel) or invoke + resume a native .claude/workflows/*.js orchestration via the Workflow tool
Repository stars: 81,149 · Incomplete scan
Skill
harness-evolve
ruvnet/ruflo · plugins/ruflo-metaharness/skills/harness-evolve
Run `@metaharness/darwin evolve {repo}`: mutate a harness's seven policy surfaces, sandbox-score each variant and promote only measured wins. Use when evolving a harness against its tests or a bench suite. Degrades gracefully without darwin (ADR-150/153).
Repository stars: 81,149 · Incomplete scan
Skill
cost-summary
ruvnet/ruflo · plugins/ruflo-cost-tracker/skills/cost-summary
Single-shot programmatic dump of all cost data — total spend, per-tier, top session, budget status, federation aggregate. JSON or markdown.
Repository stars: 81,149 · Incomplete scan
Skill
github-project-management
ruvnet/ruflo · v3/@claude-flow/cli/.claude/skills/github-project-management
Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning
Repository stars: 81,149 · Incomplete scan
Skill
harness-threat-model
ruvnet/ruflo · plugins/ruflo-metaharness/skills/harness-threat-model
Enterprise-review-grade threat model from `harness threat-model {path}`. Categorizes MCP-surface threats; emits `worst: 'clean'|'low'|'medium'|'high'` + per-threat findings. Pure-read.
Repository stars: 81,149 · Incomplete scan
Skill
ruflo
ruvnet/ruflo · Root skill
Ruflo 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.
Repository stars: 81,149 · Incomplete scan
Skill
music-master
ruvnet/ruflo · plugins/ruflo-music/skills/music-master
Run a mastering pass (LUFS loudness normalization + peak limiting) on an existing production
Repository stars: 81,149 · Incomplete scan
Skill
iot-firmware
ruvnet/ruflo · plugins/ruflo-iot-cognitum/skills/iot-firmware
Orchestrate firmware rollouts with canary deployment and anomaly-gated advancement
Repository stars: 81,149 · Incomplete scan
Skill
browser-test
ruvnet/ruflo · plugins/ruflo-browser/skills/browser-test
UI test recipe -- composes browser-record (capture) + browser-replay (verify) so every test produces a replayable RVF artifact, not an ephemeral run
Repository stars: 81,149 · Incomplete scan
Skill
cost-anomaly
ruvnet/ruflo · plugins/ruflo-cost-tracker/skills/cost-anomaly
MAD-based outlier detection on session spend: lists anomalous sessions with modified-z scores, with an optional --alert-on-outliers exit code for CI. Use when asked which individual session is the cost outlier; cost-burn covers the aggregate trend.
Repository stars: 81,149 · Incomplete scan
Skill
harness-security-bench
ruvnet/ruflo · plugins/ruflo-metaharness/skills/harness-security-bench
Run `@metaharness/darwin security bench` (Darwin Shield): evolve a security-detection harness on a 10-vuln/9-decoy corpus and grade TPR/FPR/patch/repro against four baselines. Use when benchmarking security-harness detection. Degrades gracefully without darwin.
Repository stars: 81,149 · Incomplete scan
Skill
v3-cli-modernization
ruvnet/ruflo · v3/@claude-flow/cli/.claude/skills/v3-cli-modernization
CLI modernization and hooks system enhancement for claude-flow v3. Implements interactive prompts, command decomposition, enhanced hooks integration, and intelligent workflow automation.
Repository stars: 81,149 · Incomplete scan
Skill
github-automation
ruvnet/ruflo · v3/@claude-flow/codex/.agents/skills/github-automation
GitHub workflow automation for issues, pull requests, CI, and releases. Use when: repository hosting actions are explicitly requested. Skip when: local git operations are sufficient or publishing is unauthorized.
Repository stars: 81,149 · Incomplete scan
Skill
coordinate-team-work
ruvnet/ruflo · plugins/ruflo-ai-team/directory/skills/coordinate-team-work
Creates, assigns, and updates tasks in an AI team run so work has one owner and one deliverable each. Use when the user asks to break down, assign, claim, block, or complete tasks in a run. Changes recorded task state only.
Repository stars: 81,149 · Incomplete scan
Skill
sparc-methodology
ruvnet/ruflo · v3/@claude-flow/codex/.agents/skills/sparc-methodology
SPARC development workflow (Specification, Pseudocode, Architecture, Refinement, Completion). Use when: new features, complex implementations, architectural changes. Skip when: simple fixes, documentation, configuration.
Repository stars: 81,149 · Incomplete scan
Skill
coordinate-team-work
ruvnet/ruflo · plugins/ruflo-ai-team/skills/coordinate-team-work
Creates, assigns, and updates tasks in an AI team run so work has one owner and one deliverable each. Use when the user asks to break down, assign, claim, block, or complete tasks in a run. Changes recorded task state only.
Repository stars: 81,149 · Incomplete scan
Skill
deepseek-chat
ruvnet/ruflo · plugins/ruflo-deepseek-harness/skills/deepseek-chat
One-shot chat completion against DeepSeek's `deepseek-chat` model. Use for non-reasoning tasks such as summarization, extraction or quick classification. Reads DEEPSEEK_API_KEY; returns status:degraded when the key is missing or the API is unreachable.
Repository stars: 81,149 · Incomplete scan
Skill
harness-mint
ruvnet/ruflo · plugins/ruflo-metaharness/skills/harness-mint
Scaffold a custom AI agent harness via `metaharness new {name} --template {id} --host {id}`. Use when the user wants a new standalone harness. Dry-run unless --confirm is passed, and refuses to write inside the calling repo.
Repository stars: 81,149 · Incomplete scan
Skill
init-project
ruvnet/ruflo · plugins/ruflo-core/skills/init-project
Initialize 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.
Repository stars: 81,149 · Incomplete scan
Skill
github-code-review
ruvnet/ruflo · v3/@claude-flow/cli/.claude/skills/github-code-review
Comprehensive GitHub code review with AI-powered swarm coordination
Repository stars: 81,149 · Incomplete scan
Skill
manage-team-lifecycle
ruvnet/ruflo · plugins/ruflo-ai-team/skills/manage-team-lifecycle
Pauses, resumes, or completes an AI team, or marks a run complete, while keeping its evidence. Use when the user asks to pause, stop, resume, wrap up, or close a team or run. Changes coordination state only and deletes nothing.
Repository stars: 81,149 · Incomplete scan
Skill
trader-regime
ruvnet/ruflo · plugins/ruflo-neural-trader/skills/trader-regime
Detect 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.
Repository stars: 81,149 · Incomplete scan
Skill
federation-init
ruvnet/ruflo · chatgpt-plugin/skills/federation-init
Guide a user through connecting to RuFlo Federation with the public x.ruv.io MCP service. Use for onboarding, connection details, available channels, or an explicitly requested gateway presence announcement.
Repository stars: 81,149 · Incomplete scan
Skill
reasoningbank-intelligence
ruvnet/ruflo · v3/@claude-flow/cli/.claude/skills/reasoningbank-intelligence
Implement 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.
Repository stars: 81,149 · Incomplete scan
Skill
analyze-app
ruvnet/ruflo · plugins/ruflo-rure/skills/analyze-app
Statically inspect a local JavaScript or Electron app you are authorized to study and explain how a feature works with file+line evidence. Use when the user wants to understand or reimplement a feature from an app whose source they have. Parses only; never executes the target.
Repository stars: 81,149 · Incomplete scan
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