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| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | 51% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -6% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 51% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 11% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 18% | 0% |
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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>@rufloOther measured skills in the registry, with their headline benchmark lift.