技能 编程开发 工作流插件发现与推荐

工作流插件发现与推荐

v20260716
discover-plugins
本工具旨在帮助开发者发现和选择最适合当前项目和工作流的插件。它提供从核心架构、多智能体协作、记忆管理到安全审计等全方位的推荐和指导,尤其适用于新项目启动或优化复杂的开发管线,确保开发流程的完整性与高效性。
获取技能
108 次下载
概览

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

  1. Check installed — run ls plugins/ to see what's already installed
  2. Browse marketplace — call mcp__plugin_ruflo-core_ruflo__transfer_plugin-featured for recommended plugins
  3. Search by need — call mcp__plugin_ruflo-core_ruflo__transfer_plugin-search with keywords matching your task
  4. Get recommendations — call mcp__plugin_ruflo-core_ruflo__guidance_recommend with your current task description for personalized suggestions
  5. Check capabilities — call mcp__plugin_ruflo-core_ruflo__guidance_capabilities to see what each plugin enables
  6. Show details — call mcp__plugin_ruflo-core_ruflo__transfer_plugin-info for 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
信息
Category 编程开发
Name discover-plugins
版本 v20260716
大小 8.07KB
更新时间 2026-07-18
语言