discover-plugins
Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task
- Installs
- 757
- Last 24h
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- Trending rank
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- Security
- Not audited
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/ruvnet/ruflo --skill discover-plugins- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads discover-plugins automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Discover Plugins
Find and recommend ruflo plugins for your workflow.
When to use
When starting a new project, exploring ruflo capabilities, or wondering which plugins would help with your current task.
Steps
- Check installed — run
ls plugins/to see what's already installed - Browse marketplace — call
mcp__plugin_ruflo-core_ruflo__transfer_plugin-featuredfor recommended plugins - Search by need — call
mcp__plugin_ruflo-core_ruflo__transfer_plugin-searchwith keywords matching your task - Get recommendations — call
mcp__plugin_ruflo-core_ruflo__guidance_recommendwith your current task description for personalized suggestions - Check capabilities — call
mcp__plugin_ruflo-core_ruflo__guidance_capabilitiesto see what each plugin enables - Show details — call
mcp__plugin_ruflo-core_ruflo__transfer_plugin-infofor full plugin details
Plugin Catalog (32 plugins)
Core & Coordination — Start here
| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-core | Always — base layer for all Ruflo work | MCP server, status, doctor, coder/researcher/reviewer agents |
| ruflo-swarm | Multi-agent tasks (3+ files, features, refactors) | Swarm topologies (hierarchical, mesh), Monitor streaming, worktree isolation |
| ruflo-autopilot | Autonomous task completion without manual steering | /loop-based autonomous execution, progress prediction, learning |
| ruflo-loop-workers | Recurring background work (audits, optimization, mapping) | 12 background workers via /loop or CronCreate scheduling |
| ruflo-workflows | Repeatable multi-step processes | Workflow templates, parallel execution, conditional branching |
Memory & Intelligence — Cross-session learning
| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-agentdb | Semantic search over code patterns, telemetry, decisions | AgentDB with HNSW vector search (150x-12,500x faster), RuVector embeddings |
| ruflo-rag-memory | Simple key-value memory with search | Store/search/recall without full AgentDB setup |
| ruflo-rvf | Portable memory export/import across machines | RVF format, session persistence, cross-platform transfer |
| ruflo-ruvector | Vector embedding operations, HNSW indexing, clustering | ONNX 384-dim embeddings, hyperbolic Poincare ball, k-means/DBSCAN clustering |
| ruflo-knowledge-graph | Entity extraction, relation mapping, graph traversal | Pathfinder algo on AgentDB causal edges, code entity graphs |
| ruflo-intelligence | Task routing optimization, learning from outcomes | SONA neural patterns, trajectory learning, model routing with confidence |
| ruflo-daa | Self-adapting agents that evolve behavior | Dynamic Agentic Architecture, cognitive patterns, knowledge sharing |
Architecture & Methodology — Build right
| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-adr | Document architecture decisions, check compliance | ADR create/index/supersede, code-to-ADR linking, compliance checking on diffs |
| ruflo-ddd | Domain modeling, bounded context scaffolding | Context wizard, aggregate roots, domain events, anti-corruption layers, boundary validation |
| ruflo-sparc | Structured development methodology | Specification-Pseudocode-Architecture-Refinement-Completion with quality gates |
Quality & Security — Ship safely
| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-security-audit | Before merging, after dependency changes | CVE scanning, dependency vulnerability checks, security reports |
| ruflo-aidefence | Processing user input, handling untrusted data | Prompt injection detection, PII scanning, adversarial defense |
| ruflo-testgen | After implementing features, during refactors | Test gap detection, TDD London School workflow, coverage routing |
| ruflo-browser | UI testing, web scraping, visual validation | Playwright automation — navigate, click, screenshot, validate |
Development Tools — Build faster
| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-jujutsu | PR review, merge decisions, diff risk scoring | Diff analysis, risk classification, reviewer recommendations |
| ruflo-docs | After API changes, before releases | Doc generation, drift detection, API documentation |
| ruflo-ruvllm | Local LLM inference, custom model configs | RuVLLM integration, MicroLoRA fine-tuning, chat formatting |
| ruflo-agent | Sandboxed code execution, untrusted workloads | WASM agent sandboxing, community gallery |
| ruflo-plugin-creator | Building new ruflo plugins | Scaffold structure, validate frontmatter, test MCP references |
| ruflo-migrations | Database schema changes | Sequential migration numbering, up/down pairs, dry-run, rollback validation |
| ruflo-observability | Logging, tracing, metrics correlation | Structured JSON logging, distributed tracing, agent-to-app telemetry correlation |
| ruflo-cost-tracker | Token budget management | Per-agent cost attribution, model pricing, budget alerts, optimization recommendations |
Domain-Specific — Specialized workloads
| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-goals | Long-horizon planning, multi-session research | GOAP algorithm, deep research orchestration, horizon tracking, synthesis |
| ruflo-federation | Cross-installation agent coordination | Zero-trust peer discovery, mTLS auth, consensus routing, compliance audit |
| ruflo-iot-cognitum | Cognitum Seed hardware device management | 5-tier device trust, telemetry anomaly detection (Z-score), fleet firmware rollouts, witness chain verification, SONA + AgentDB integration |
| ruflo-neural-trader | Trading strategy development and backtesting | Z-score market anomalies, SONA trajectory strategies, walk-forward backtesting, portfolio optimization |
| ruflo-market-data | Market data ingestion and pattern matching | OHLCV vectorization, candlestick pattern detection, HNSW-indexed historical search |
Decision Guide
"I need to..." → Use this plugin:
- Build a feature →
ruflo-core+ruflo-swarm+ruflo-testgen - Fix a bug →
ruflo-core+ruflo-jujutsu(for diff analysis) - Audit security →
ruflo-security-audit+ruflo-aidefence - Run background tasks →
ruflo-loop-workers+ruflo-autopilot - Search past decisions →
ruflo-agentdb+ruflo-rag-memory - Plan a multi-week effort →
ruflo-goals(horizon tracking) - Manage IoT devices →
ruflo-iot-cognitum - Coordinate remote agents →
ruflo-federation - Test UI changes →
ruflo-browser - Generate docs →
ruflo-docs - Create a new plugin →
ruflo-plugin-creator - Document architecture decisions →
ruflo-adr - Scaffold domain models →
ruflo-ddd - Follow SPARC methodology →
ruflo-sparc - Develop trading strategies →
ruflo-neural-trader+ruflo-market-data - Work with vector embeddings →
ruflo-ruvector - Build knowledge graphs →
ruflo-knowledge-graph - Manage database migrations →
ruflo-migrations - Add observability →
ruflo-observability - Track token costs →
ruflo-cost-tracker
Install any plugin
/plugin marketplace add ruvnet/ruflo
/plugin install <plugin-name>@ruflo
FAQ
What does the discover-plugins skill do?
Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task
How do I install discover-plugins?
Run npx skills add https://github.com/ruvnet/ruflo --skill discover-plugins in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/discover-plugins/ (personal) or .claude/skills/discover-plugins/ (project).
Which AI agents can use discover-plugins?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is discover-plugins safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains discover-plugins?
It is published by ruvnet in ruvnet/ruflo. It has 757 recorded installs.
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