1---2name: discover-plugins3description: Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task4---567# Discover Plugins89Find and recommend ruflo plugins for your workflow.1011## When to use1213When starting a new project, exploring ruflo capabilities, or wondering which plugins would help with your current task.1415## Steps16171. **Check installed** — run `ls plugins/` to see what's already installed182. **Browse marketplace** — call `mcp__plugin_ruflo-core_ruflo__transfer_plugin-featured` for recommended plugins193. **Search by need** — call `mcp__plugin_ruflo-core_ruflo__transfer_plugin-search` with keywords matching your task204. **Get recommendations** — call `mcp__plugin_ruflo-core_ruflo__guidance_recommend` with your current task description for personalized suggestions215. **Check capabilities** — call `mcp__plugin_ruflo-core_ruflo__guidance_capabilities` to see what each plugin enables226. **Show details** — call `mcp__plugin_ruflo-core_ruflo__transfer_plugin-info` for full plugin details2324## Plugin Catalog (32 plugins)2526### Core & Coordination — Start here2728| Plugin | When to use | What it adds |29|--------|-------------|-------------|30| **ruflo-core** | Always — base layer for all Ruflo work | MCP server, status, doctor, coder/researcher/reviewer agents |31| **ruflo-swarm** | Multi-agent tasks (3+ files, features, refactors) | Swarm topologies (hierarchical, mesh), Monitor streaming, worktree isolation |32| **ruflo-autopilot** | Autonomous task completion without manual steering | /loop-based autonomous execution, progress prediction, learning |33| **ruflo-loop-workers** | Recurring background work (audits, optimization, mapping) | 12 background workers via /loop or CronCreate scheduling |34| **ruflo-workflows** | Repeatable multi-step processes | Workflow templates, parallel execution, conditional branching |3536### Memory & Intelligence — Cross-session learning3738| Plugin | When to use | What it adds |39|--------|-------------|-------------|40| **ruflo-agentdb** | Semantic search over code patterns, telemetry, decisions | AgentDB with HNSW vector search (150x-12,500x faster), RuVector embeddings |41| **ruflo-rag-memory** | Simple key-value memory with search | Store/search/recall without full AgentDB setup |42| **ruflo-rvf** | Portable memory export/import across machines | RVF format, session persistence, cross-platform transfer |43| **ruflo-ruvector** | Vector embedding operations, HNSW indexing, clustering | ONNX 384-dim embeddings, hyperbolic Poincare ball, k-means/DBSCAN clustering |44| **ruflo-knowledge-graph** | Entity extraction, relation mapping, graph traversal | Pathfinder algo on AgentDB causal edges, code entity graphs |45| **ruflo-intelligence** | Task routing optimization, learning from outcomes | SONA neural patterns, trajectory learning, model routing with confidence |46| **ruflo-daa** | Self-adapting agents that evolve behavior | Dynamic Agentic Architecture, cognitive patterns, knowledge sharing |4748### Architecture & Methodology — Build right4950| Plugin | When to use | What it adds |51|--------|-------------|-------------|52| **ruflo-adr** | Document architecture decisions, check compliance | ADR create/index/supersede, code-to-ADR linking, compliance checking on diffs |53| **ruflo-ddd** | Domain modeling, bounded context scaffolding | Context wizard, aggregate roots, domain events, anti-corruption layers, boundary validation |54| **ruflo-sparc** | Structured development methodology | Specification-Pseudocode-Architecture-Refinement-Completion with quality gates |5556### Quality & Security — Ship safely5758| Plugin | When to use | What it adds |59|--------|-------------|-------------|60| **ruflo-security-audit** | Before merging, after dependency changes | CVE scanning, dependency vulnerability checks, security reports |61| **ruflo-aidefence** | Processing user input, handling untrusted data | Prompt injection detection, PII scanning, adversarial defense |62| **ruflo-testgen** | After implementing features, during refactors | Test gap detection, TDD London School workflow, coverage routing |63| **ruflo-browser** | UI testing, web scraping, visual validation | Playwright automation — navigate, click, screenshot, validate |6465### Development Tools — Build faster6667| Plugin | When to use | What it adds |68|--------|-------------|-------------|69| **ruflo-jujutsu** | PR review, merge decisions, diff risk scoring | Diff analysis, risk classification, reviewer recommendations |70| **ruflo-docs** | After API changes, before releases | Doc generation, drift detection, API documentation |71| **ruflo-ruvllm** | Local LLM inference, custom model configs | RuVLLM integration, MicroLoRA fine-tuning, chat formatting |72| **ruflo-agent** | Sandboxed code execution, untrusted workloads | WASM agent sandboxing, community gallery |73| **ruflo-plugin-creator** | Building new ruflo plugins | Scaffold structure, validate frontmatter, test MCP references |74| **ruflo-migrations** | Database schema changes | Sequential migration numbering, up/down pairs, dry-run, rollback validation |75| **ruflo-observability** | Logging, tracing, metrics correlation | Structured JSON logging, distributed tracing, agent-to-app telemetry correlation |76| **ruflo-cost-tracker** | Token budget management | Per-agent cost attribution, model pricing, budget alerts, optimization recommendations |7778### Domain-Specific — Specialized workloads7980| Plugin | When to use | What it adds |81|--------|-------------|-------------|82| **ruflo-goals** | Long-horizon planning, multi-session research | GOAP algorithm, deep research orchestration, horizon tracking, synthesis |83| **ruflo-federation** | Cross-installation agent coordination | Zero-trust peer discovery, mTLS auth, consensus routing, compliance audit |84| **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 |85| **ruflo-neural-trader** | Trading strategy development and backtesting | Z-score market anomalies, SONA trajectory strategies, walk-forward backtesting, portfolio optimization |86| **ruflo-market-data** | Market data ingestion and pattern matching | OHLCV vectorization, candlestick pattern detection, HNSW-indexed historical search |8788## Decision Guide8990**"I need to..."** → Use this plugin:9192- Build a feature → `ruflo-core` + `ruflo-swarm` + `ruflo-testgen`93- Fix a bug → `ruflo-core` + `ruflo-jujutsu` (for diff analysis)94- Audit security → `ruflo-security-audit` + `ruflo-aidefence`95- Run background tasks → `ruflo-loop-workers` + `ruflo-autopilot`96- Search past decisions → `ruflo-agentdb` + `ruflo-rag-memory`97- Plan a multi-week effort → `ruflo-goals` (horizon tracking)98- Manage IoT devices → `ruflo-iot-cognitum`99- Coordinate remote agents → `ruflo-federation`100- Test UI changes → `ruflo-browser`101- Generate docs → `ruflo-docs`102- Create a new plugin → `ruflo-plugin-creator`103- Document architecture decisions → `ruflo-adr`104- Scaffold domain models → `ruflo-ddd`105- Follow SPARC methodology → `ruflo-sparc`106- Develop trading strategies → `ruflo-neural-trader` + `ruflo-market-data`107- Work with vector embeddings → `ruflo-ruvector`108- Build knowledge graphs → `ruflo-knowledge-graph`109- Manage database migrations → `ruflo-migrations`110- Add observability → `ruflo-observability`111- Track token costs → `ruflo-cost-tracker`112113## Install any plugin114115```116/plugin marketplace add ruvnet/ruflo117/plugin install <plugin-name>@ruflo118```119120---121122**Source:** [`ruvnet/ruflo`](https://github.com/ruvnet/ruflo) → `plugins/ruflo-core/skills/discover-plugins/SKILL.md`
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