Discover PluginsCAUTION

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
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
---

# 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, bu

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

What the source does

Filesystem

none-observed

Network

none-observed

Shell

none-observed

Dependencies

pinned

Secrets in source

none-found

Findings (4)

crates

plugin/agents

plugin/commands

plugin/skills

Gates applied: no_behavioural_pass.