Discover Plugins

Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task

gabrielmoreira Updated Sep 9, 2026 17 repo stars

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Last audited Sep 22, 2026 · commit 14b970e

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Works with: Claude Code Claude.ai OpenAI Codex +

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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

Check installed — run ls plugins/ to see what's already installed
Browse marketplace — call mcp__plugin_ruflo-core_ruflo__transfer_plugin-featured for recommended plugins
Search by need — call mcp__plugin_ruflo-core_ruflo__transfer_plugin-search with keywords matching your task
Get recommendations — call mcp__plugin_ruflo-core_ruflo__guidance_recommend with your current task description for personalized suggestions
Check capabilities — call mcp__plugin_ruflo-core_ruflo__guidance_capabilities to see what each plugin enables
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

---name: discover-pluginsdescription: Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task--- # 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 ```

gabrielmoreira/agent-skills-mirror/tree/main/mirrors/repos/ruvnet@ruflo/plugins/ruflo-core/skills/discover-plugins commit 14b970ede8

Frequently asked questions

npx skillmds@latest add gabrielmoreira/discover-plugins