Read every docs/benchmarks/runs/*.json and surface drift in win rate, latency, escalation rate, and LLM-baseline cost over time
原文语言:英语
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这个仓库中的 skills
SkillsMP 已收集 ruvnet/ruflo 中的 310 个 Skill。打开任一 Skill 可查看来源和详情。
ruvnet/ruflo已展示 40 / 310 个已收集 Skill。
Read every docs/benchmarks/runs/*.json and surface drift in win rate, latency, escalation rate, and LLM-baseline cost over time
原文语言:英语
Wrap getTokenOptimizer().getCompactContext() to retrieve compacted ReasoningBank context for cost-analysis queries; report bridge-reported tokensSaved
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Run the corpus benchmark — booster locally, optional Gemini/Sonnet/Opus baselines — and persist a verifiable measured-vs-claimed table
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Apply a simple code transform via agent-booster's WASM engine — sub-millisecond, deterministic, $0 (no LLM call). Companion to cost-booster-route.
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DEPRECATED in v0.2.0 -- use browser-extract instead; this is a thin shim for backward compatibility, removed in v0.3.0
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First-run setup for ruvector@0.2.25 — installs ONNX/Brain/SONA add-ons, registers the MCP server, and verifies the install via `doctor`
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Run health checks on the Ruflo installation and fix common issues
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Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector…
原文语言:英语
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre$post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced…
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Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
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Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus
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Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform
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Advanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memory
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Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms
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SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration
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Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
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Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
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Run comprehensive worker system benchmarks and performance analysis
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Worker-Agent integration for intelligent task dispatch and performance tracking
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Add descriptions for new models from the HuggingFace router to chat-ui configuration. Use when new models are released on the router and need descriptions added to prod.yaml and dev.yaml. Triggers on requests like "add new model descriptions", "update models…
原文语言:英语
AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, searching for similar…
原文语言:英语
Comprehensive security scanning and vulnerability detection. Includes input validation, path traversal prevention, CVE detection, and secure coding pattern enforcement. Use when: authentication implementation, authorization logic, payment processing, user…
原文语言:英语
SPARC development workflow: Specification, Pseudocode, Architecture, Refinement, Completion. A structured approach for complex implementations that ensures thorough planning before coding. Use when: new feature implementation, complex implementations,…
原文语言:英语
Multi-agent swarm coordination for complex tasks. Uses hierarchical topology with specialized agents to break down and execute complex work across multiple files and modules. Use when: 3+ files need changes, new feature implementation, cross-module…
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Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator
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Agent skill for agent - invoke with $agent-agent
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Agent skill for agentic-payments - invoke with $agent-agentic-payments
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Agent skill for analyze-code-quality - invoke with $agent-analyze-code-quality
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Agent skill for app-store - invoke with $agent-app-store
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Agent skill for arch-system-design - invoke with $agent-arch-system-design
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Agent skill for architecture - invoke with $agent-architecture
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Agent skill for authentication - invoke with $agent-authentication
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Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent
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Agent skill for base-template-generator - invoke with $agent-base-template-generator
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Agent skill for benchmark-suite - invoke with $agent-benchmark-suite
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Agent skill for byzantine-coordinator - invoke with $agent-byzantine-coordinator
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Agent skill for challenges - invoke with $agent-challenges
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Agent skill for code-analyzer - invoke with $agent-code-analyzer
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Agent skill for code-goal-planner - invoke with $agent-code-goal-planner
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Agent skill for code-review-swarm - invoke with $agent-code-review-swarm
原文语言:英语