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Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
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.
Show AGNTCY/SLIM/CASA integration status โ whether upstream AGNTCY packages are installed, which transport (local vs SLIM) is active, and whether CASA enforcement is enabled. Use when the user asks "is AGNTCY configured?", "show SLIM/CASA status", or "is AGNTCY/IOC integration active?".
Create a new Architecture Decision Record with sequential numbering and AgentDB registration
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)
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).
Diagnose Ruflo health, then report system, MCP server, and active-agent status without changing the installation
| name | discover-plugins |
| description | Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task |
| argument-hint | [search-query] |
| allowed-tools | mcp__plugin_ruflo-core_ruflo__transfer_plugin-search mcp__plugin_ruflo-core_ruflo__transfer_plugin-info mcp__plugin_ruflo-core_ruflo__transfer_plugin-featured mcp__plugin_ruflo-core_ruflo__transfer_plugin-official mcp__plugin_ruflo-core_ruflo__transfer_store-search mcp__plugin_ruflo-core_ruflo__transfer_store-featured mcp__plugin_ruflo-core_ruflo__transfer_store-trending mcp__plugin_ruflo-core_ruflo__transfer_store-info mcp__plugin_ruflo-core_ruflo__guidance_discover mcp__plugin_ruflo-core_ruflo__guidance_recommend mcp__plugin_ruflo-core_ruflo__guidance_capabilities mcp__plugin_ruflo-core_ruflo__mcp_status Bash Read |
Find and recommend ruflo plugins for your workflow.
When starting a new project, exploring ruflo capabilities, or wondering which plugins would help with your current task.
ls plugins/ to see what's already installedmcp__plugin_ruflo-core_ruflo__transfer_plugin-featured for recommended pluginsmcp__plugin_ruflo-core_ruflo__transfer_plugin-search with keywords matching your taskmcp__plugin_ruflo-core_ruflo__guidance_recommend with your current task description for personalized suggestionsmcp__plugin_ruflo-core_ruflo__guidance_capabilities to see what each plugin enablesmcp__plugin_ruflo-core_ruflo__transfer_plugin-info for full plugin details| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-core | Always โ 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 |
| 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 |
| 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 |
| 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 โ navigate, click, screenshot, validate |
| 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 |
| 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 |
"I need to..." โ Use this plugin:
ruflo-core + ruflo-swarm + ruflo-testgenruflo-core + ruflo-jujutsu (for diff analysis)ruflo-security-audit + ruflo-aidefenceruflo-loop-workers + ruflo-autopilotruflo-agentdb + ruflo-rag-memoryruflo-goals (horizon tracking)ruflo-iot-cognitumruflo-federationruflo-browserruflo-docsruflo-plugin-creatorruflo-adrruflo-dddruflo-sparcruflo-neural-trader + ruflo-market-dataruflo-ruvectorruflo-knowledge-graphruflo-migrationsruflo-observabilityruflo-cost-tracker/plugin marketplace add ruvnet/ruflo
/plugin install <plugin-name>@ruflo