Skill collection
ruvnet/ruflo agent skills
- skills
- 264
- GitHub stars
- 74k
GitHub description: “🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated”
- Stars
- 74,012 (8,799 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Jun 2025
- Homepage
- Cognitum.One
- Source
- github.com/ruvnet/ruflo
- swarm
- agentic-ai
- agentic-framework
- agentic-workflow
- autonomous-agents
- codex
- mcp-server
- multi-agent
- ai-assistant
- multi-agent-systems
- swarm-intelligence
- agents
- ai-skills
- skills
- npm
- typescript
Install all skills
npx skills add ruvnet/rufloAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in ruvnet/ruflo, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Stores, searches, and retrieves successful patterns with HNSW-indexed semantic search so agents can reuse past solutions instead of relearning them. | ruvnet/ | 74k | 2 repos | ~830 | Automated safety check: Pass | MIT | yesterday |
| 2 | Runs claude-flow CLI security scans for input validation, path traversal, SQL injection, XSS, hardcoded secrets and known CVEs, and writes an audit report. | ruvnet/ | 74k | 2 repos | ~823 | Automated safety check: Pass | MIT | yesterday |
| 3 | Applies the SPARC method (specification, pseudocode, architecture, refinement, completion) with 17 specialized modes and multi-agent orchestration, from research to deployment. | ruvnet/ | 74k | 2 repos | ~829 | Automated safety check: Pass | MIT | yesterday |
| 4 | Coordinates a hierarchical swarm of specialized agents through the claude-flow CLI for work that spans several files or modules at once. | ruvnet/ | 74k | 2 repos | ~779 | Automated safety check: Pass | MIT | yesterday |
| 5 | Sets up and drives Ruflo, an npm-installed orchestration layer for multi-agent swarms, persistent memory, routing, hooks and its MCP tool catalog. | ruvnet/ | 74k | 1 repo | ~975 | Automated safety check: Pass | MIT | yesterday |
| 6 | Reference for spawning, listing, monitoring and stopping agents with claude-flow commands, with agent type families, routing codes and coordination tips. | ruvnet/ | 74k | 2 repos | ~519 | Automated safety check: Pass | MIT | yesterday |
| 7 | 7.Claims Claims-based authorization for agents and operations. An agent skill from ruvnet/ruflo. | ruvnet/ | 74k | 2 repos | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 8 | Finds models on the Hugging Face router that lack descriptions in chat-ui's prod.yaml and dev.yaml, researches each one and adds short descriptions. | ruvnet/ | 74k | 1 repo | ~600 | Automated safety check: Pass | MIT | yesterday |
| 9 | Rebuilds the ADR pattern and edge indexes from the files on disk, clearing stale rows left behind after an ADR file or relation line is deleted. | ruvnet/ | 74k | — | ~1.1k | Automated safety check: Notes | MIT | yesterday |
| 10 | 10.Embeddings Vector embeddings with HNSW indexing, sql.js persistence, and hyperbolic support. | ruvnet/ | 74k | 3 repos | ~455 | Automated safety check: Pass | MIT | yesterday |
| 11 | Neural pattern training with SONA (Self-Optimizing Neural Architecture), MoE (Mixture of Experts), and EWC++ for knowledge consolidation. | ruvnet/ | 74k | 3 repos | ~432 | Automated safety check: Pass | MIT | yesterday |
| 12 | Agent skill for architecture - invoke with $agent-architecture | ruvnet/ | 74k | 3 repos | ~2.7k | Automated safety check: Pass | MIT | yesterday |
| 13 | Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent | ruvnet/ | 74k | 3 repos | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 14 | Agent skill for code-analyzer - invoke with $agent-code-analyzer | ruvnet/ | 74k | 3 repos | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 15 | Agent skill for code-goal-planner - invoke with $agent-code-goal-planner | ruvnet/ | 74k | 3 repos | ~3.6k | Automated safety check: Pass | MIT | yesterday |
| 16 | Agent skill for code-review-swarm - invoke with $agent-code-review-swarm | ruvnet/ | 74k | 3 repos | ~3k | Automated safety check: Pass | MIT | yesterday |
| 17 | 17.Agent Coder Agent skill for coder - invoke with $agent-coder. An agent skill from ruvnet/ruflo. | ruvnet/ | 74k | 3 repos | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 18 | Agent skill for collective-intelligence-coordinator - invoke with $agent-collective-intelligence-coordinator | ruvnet/ | 74k | 3 repos | ~1k | Automated safety check: Pass | MIT | yesterday |
| 19 | Agent skill for consensus-coordinator - invoke with $agent-consensus-coordinator | ruvnet/ | 74k | 3 repos | ~3.2k | Automated safety check: Pass | MIT | yesterday |
| 20 | Agent skill for data-ml-model - invoke with $agent-data-ml-model | ruvnet/ | 74k | 3 repos | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 21 | Agent skill for dev-backend-api - invoke with $agent-dev-backend-api | ruvnet/ | 74k | 3 repos | ~2.6k | Automated safety check: Pass | MIT | yesterday |
| 22 | Agent skill for docs-api-openapi - invoke with $agent-docs-api-openapi | ruvnet/ | 74k | 3 repos | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 23 | Agent skill for implementer-sparc-coder - invoke with $agent-implementer-sparc-coder | ruvnet/ | 74k | 3 repos | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 24 | Agent skill for issue-tracker - invoke with $agent-issue-tracker | ruvnet/ | 74k | 3 repos | ~2.4k | Automated safety check: Pass | MIT | yesterday |
| 25 | Agent skill for matrix-optimizer - invoke with $agent-matrix-optimizer | ruvnet/ | 74k | 3 repos | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 26 | Agent skill for mesh-coordinator - invoke with $agent-mesh-coordinator | ruvnet/ | 74k | 3 repos | ~3.2k | Automated safety check: Pass | MIT | yesterday |
| 27 | Agent skill for migration-plan - invoke with $agent-migration-plan | ruvnet/ | 74k | 3 repos | ~4.6k | Automated safety check: Pass | MIT | yesterday |
| 28 | Agent skill for orchestrator-task - invoke with $agent-orchestrator-task | ruvnet/ | 74k | 3 repos | ~1k | Automated safety check: Pass | MIT | yesterday |
| 29 | Agent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzer | ruvnet/ | 74k | 3 repos | ~2.9k | Automated safety check: Pass | MIT | yesterday |
| 30 | Agent skill for pr-manager - invoke with $agent-pr-manager. An agent skill from ruvnet/ruflo. | ruvnet/ | 74k | 3 repos | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 31 | Agent skill for pseudocode - invoke with $agent-pseudocode. An agent skill from ruvnet/ruflo. | ruvnet/ | 74k | 3 repos | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 32 | Agent skill for queen-coordinator - invoke with $agent-queen-coordinator | ruvnet/ | 74k | 3 repos | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 33 | Agent skill for researcher - invoke with $agent-researcher. An agent skill from ruvnet/ruflo. | ruvnet/ | 74k | 3 repos | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 34 | Agent skill for reviewer - invoke with $agent-reviewer. An agent skill from ruvnet/ruflo. | ruvnet/ | 74k | 3 repos | ~2k | Automated safety check: Pass | MIT | yesterday |
| 35 | Agent skill for scout-explorer - invoke with $agent-scout-explorer | ruvnet/ | 74k | 3 repos | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 36 | Agent skill for sona-learning-optimizer - invoke with $agent-sona-learning-optimizer | ruvnet/ | 74k | 3 repos | ~516 | Automated safety check: Pass | MIT | yesterday |
| 37 | Agent skill for spec-mobile-react-native - invoke with $agent-spec-mobile-react-native | ruvnet/ | 74k | 3 repos | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 38 | Agent skill for specification - invoke with $agent-specification | ruvnet/ | 74k | 3 repos | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 39 | Agent skill for swarm-issue - invoke with $agent-swarm-issue | ruvnet/ | 74k | 3 repos | ~3.6k | Automated safety check: Pass | MIT | yesterday |
| 40 | Agent skill for swarm-memory-manager - invoke with $agent-swarm-memory-manager | ruvnet/ | 74k | 3 repos | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 41 | Agent skill for swarm-pr - invoke with $agent-swarm-pr. An agent skill from ruvnet/ruflo. | ruvnet/ | 74k | 3 repos | ~2.8k | Automated safety check: Pass | MIT | yesterday |
| 42 | Agent skill for trading-predictor - invoke with $agent-trading-predictor | ruvnet/ | 74k | 3 repos | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 43 | Agent skill for worker-specialist - invoke with $agent-worker-specialist | ruvnet/ | 74k | 3 repos | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 44 | GitHub workflow automation, PR management, issue tracking, and code review coordination. | ruvnet/ | 74k | 2 repos | ~368 | Automated safety check: Pass | MIT | yesterday |
| 45 | 45.Hive Mind Byzantine fault-tolerant consensus and distributed coordination. | ruvnet/ | 74k | 2 repos | ~467 | Automated safety check: Pass | MIT | yesterday |
| 46 | Workflow creation, execution, and template management. An agent skill from ruvnet/ruflo. | ruvnet/ | 74k | 2 repos | ~440 | Automated safety check: Pass | MIT | yesterday |
| 47 | 47.Cost Ledger One cost view across Claude Code and Codex on this machine — spend, tokens, cache hit ratio per provider and model, with unpriced models flagged. | ruvnet/ | 74k | — | ~493 | Automated safety check: Notes | MIT | yesterday |
| 48 | 48.Agent Agent Agent skill for agent - invoke with $agent-agent. An agent skill from ruvnet/ruflo. | ruvnet/ | 74k | 3 repos | ~6.3k | Automated safety check: Pass | MIT | yesterday |
Questions, answered from the data.
What is the best skill in ruvnet/ruflo?
AgentDB Pattern Memory from ruvnet/ruflo ranks first of the 264 skills in ruvnet/ruflo listed here, with the highest score: its repository has 74k GitHub stars, 2 other GitHub owners carry a copy, its SKILL.md loads about 830 tokens and it passes the automated safety check with no findings. Next come Security Audit Scanner and SPARC Development Methodology.
Are the skills in ruvnet/ruflo official?
None yet. All 264 skills in ruvnet/ruflo listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from ruvnet/ruflo?
Run npx skills add ruvnet/ruflo in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.