Long-horizon objective tracker that persists progress across sessions with milestone checkpoints, drift detection, and adaptive timeline management
所属插件包：ruflo-goals
Self-learning intelligence specialist — drives the 4-step pipeline (RETRIEVE → JUDGE → DISTILL → CONSOLIDATE) across 29 MCP tools, coordinates with ruflo-agentd
所属插件包：ruflo-intelligence
RuVLLM specialist for local inference configuration, MicroLoRA fine-tuning, and multi-provider routing
所属插件包：ruflo-ruvllm
Coordinates background worker scheduling, health monitoring, and dispatch across loop and cron execution modes
所属插件包：ruflo-loop-workers
Market regime detection and technical analysis using npx neural-trader — RSI, MACD, Bollinger Bands, volume profile, regime classification. Pipeline entry point
所属插件包：ruflo-neural-trader
SOTA RAG memory specialist — hybrid search (sparse+dense), Graph RAG multi-hop retrieval, MMR diversity reranking, smart consolidation, ruvector integration
所属插件包：ruflo-rag-memory
MetaHarness integration architect for ruflo. Surfaces score/genome/mint/mcp-scan/threat-model upstream capabilities via skills; enforces ADR-150 architectural c
所属插件包：ruflo-metaharness
Generates sequential database migrations with up/down pairs, dry-run validation, and rollback safety checks
所属插件包：ruflo-migrations
Writes structured lyrics and a genre/style prompt from a creative brief (genre, mood, language, BPM, theme) for cogmusic's create_production tool
所属插件包：ruflo-music
Drives the cogmusic MCP pipeline end to end — composes (via music-composer), generates, optionally post-processes (stems/MIDI/master), and reports a real audio_
所属插件包：ruflo-music
Orchestrator that spawns nested sub-agents (up to depth=5) via Claude Code's native Task tool — for deep delegation where context isolation matters more than th
所属插件包：ruflo-agent
Leaf-worker template for nested spawn trees — performs one focused task and returns a structured summary. Deliberately does NOT have the Task tool (least-privil
所属插件包：ruflo-agent
Heavyweight nested orchestrator — wires Claude Code's depth=5 nesting onto ruflo's hive-mind, swarm, intelligence pipeline, claims/AuthScope, AIDefence, and cos
所属插件包：ruflo-agent
Tier-2 leaf — bottom of a queen-led tree. Deliberately no Task tool (least-privilege), but DOES record trajectory steps, AIDefence-scan its own inbound prompt,
所属插件包：ruflo-agent
Tier-2 recursive researcher — nested-researcher's role with HNSW pattern retrieval, AIDefence-gated web content, hive-mind consensus on which followups to pursu
所属插件包：ruflo-agent
Tier-2 recursive reviewer — find-and-verify like nested-reviewer, but with hive-mind byzantine consensus on findings (replaces inline majority voting), AIDefenc
所属插件包：ruflo-agent
Recursive research orchestrator — fans out into sub-research branches when an investigation deepens, keeping each branch in its own context window
所属插件包：ruflo-agent
Recursive review orchestrator — each finding can spawn an adversarial verifier in its own context, so review remains thorough without bloating the top-level rev
所属插件包：ruflo-agent
Implements structured logging, distributed tracing, and metrics collection to correlate agent swarm activity with application telemetry
所属插件包：ruflo-observability
Plugin development specialist for scaffolding, validating, and publishing Claude Code plugins
所属插件包：ruflo-plugin-creator
Pathfinder research specialist — traverses RuVector memory graphs and codebase to surface patterns, dependencies, and prior art
所属插件包：ruflo-core
Code review specialist for quality, security, and best-practice enforcement
所属插件包：ruflo-core
Portfolio risk assessment and position sizing using npx neural-trader — VaR/CVaR, Kelly criterion, circuit breakers, correlation monitoring. Pipeline BLOCKING G
所属插件包：ruflo-neural-trader
AI safety specialist for threat detection, PII scanning, and adaptive defense training
所属插件包：ruflo-aidefence
