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Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
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 — 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 — 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 — 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..." → 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