
Discover Plugins
FreeFind and recommend ruflo plugins tailored to your tasks.
Free · Opens the source repo
What Discover Plugins does
Discover Plugins is a skill designed to enhance your experience with ruflo by providing tailored recommendations for plugins based on your current workflow and installed tools. This skill is particularly useful for developers and designers who are starting new projects or exploring the capabilities of the ruflo ecosystem. With a straightforward command-line interface, you can quickly identify which plugins will best support your specific tasks and enhance your productivity.
The process begins by checking your currently installed plugins, allowing you to avoid redundancy and focus on what you need. You can then browse the marketplace for featured plugins or search using keywords that align with your project requirements. For personalized recommendations, simply describe your current task, and the skill will suggest plugins that can assist you. Additionally, you can investigate the capabilities of each plugin to understand how they can be integrated into your workflow.
This skill is particularly beneficial for those who frequently work with ruflo and want to optimize their setup. By streamlining the plugin discovery process, it saves time and helps you leverage the full potential of ruflo's extensive plugin catalog. Whether you are a seasoned ruflo user or just getting started, Discover Plugins will guide you in selecting the right tools for your needs.
When to use it
Use this skill when starting a new project or when you need to enhance your current workflow with additional tools.
When not to use it
This skill may not be suitable for users who are not utilizing ruflo or those who prefer manual plugin management without recommendations.
What you can build with it
Starting a New Project
When beginning a new project, use this skill to quickly find relevant plugins that can enhance your workflow.
Exploring Ruflo Capabilities
If you're new to ruflo, this skill helps you discover various plugins that showcase the platform's capabilities.
Task-Specific Recommendations
When working on a specific task, describe it to the skill for tailored plugin suggestions that can assist you.
How to install Discover Plugins
View source1. Install with the skills CLI
npx skills add ruvnet/ruflo/discover-plugins --agent claude-code2. Or install it manually
Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.
Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs
Inside SKILL.md
Written by ruvnetDiscover 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
Frequently asked questions about Discover Plugins
Similar skills
Spring Boot Testing
Master testing techniques for Spring Boot 4 applications.
GitHub Issues
Manage GitHub issues efficiently with MCP tools.
Geofeed Tuner
Optimize your IP geolocation feeds in CSV format.
Batch Files
Master Windows batch scripting for automation and task management.
Adobe Illustrator Scripting
Automate your Illustrator workflows with ExtendScript.
Plugin Structure
Create and organize Claude Code plugins effectively.
