Copia este prompt en el asistente de IA que estés usando.
Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/ruvnet/ruflo.Cargando el README del repositorio…
Mostrando 40 de 363 skills recopiladas.
Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-agent swarms with hierarchical…
Idioma del texto original: inglés
Query AgentDB through the controller bridge -- semantic routing, hierarchical recall, causal graphs, context synthesis, pattern store/search
Idioma del texto original: inglés
Personalized PageRank, local forward/backward push and sparse diagonally dominant solves with the zero-dependency @ruvnet/sublinear-core. Use for relevance around a few nodes of a large graph or a few entries of A⁻¹b; for ruflo's own knowledge graph use…
Idioma del texto original: inglés
Tell apart and check the RuVLLM packages — the WASM add-on behind ruvllm_* tools, the @ruvector/ruvllm 4.1 native runtime and the GPU-loop harness. Use when ruvllm_status shows a backend unavailable or an install resolved the broken 4.0.x.
Idioma del texto original: inglés
Cluster code by graph community detection via npx ruvector@0.3.13 hooks graph-cluster (spectral / Louvain)
Idioma del texto original: inglés
Generate embeddings via npx ruvector@0.3.13 embed text (ONNX all-MiniLM-L6-v2, 384-dim), normalize, and store in HNSW index
Idioma del texto original: inglés
Place hierarchical data in the Poincare ball using depth for the radius and npx ruvector@0.3.13 embed text for direction (a unit-norm text embedding alone has no depth)
Idioma del texto original: inglés
First-run setup for ruvector@0.3.13 — installs ONNX/Brain/SONA add-ons, registers the MCP server, and verifies the install via `doctor`
Idioma del texto original: inglés
Open a named, traced browser session into an RVF cognitive container with a ruvector trajectory recording every action
Idioma del texto original: inglés
Replay a recorded session trajectory against the same URL or a mutated variant; uses browser-selectors embedding similarity to recover from DOM drift
Idioma del texto original: inglés
Visual + DOM diff between two recorded sessions at matching trajectory step ids; used for visual regression and replay verification
Idioma del texto original: inglés
UI test recipe -- composes browser-record (capture) + browser-replay (verify) so every test produces a replayable RVF artifact, not an ephemeral run
Idioma del texto original: inglés
Apply code edits locally in milliseconds with no LLM call: deterministic codemods (var-to-const, remove-console, add-logging) via hooks_codemod, and snippet merges into large files via hooks_fast-apply (agent-booster). Use for mechanical transforms across…
Idioma del texto original: inglés
Find the weakest boundary in a dependency or knowledge graph with an exact minimum cut (@ruvector/mincut-wasm via ruvector). Use when the user asks where to split a module, which files are loosely coupled, what cluster a node belongs to, or how to partition…
Idioma del texto original: inglés
Screen untrusted text (web pages, issue bodies, tool output, other agents' messages) for prompt injection, jailbreaks and PII before acting on it, using ruflo AIDefence. Use before passing fetched or user-supplied content to an agent, before storing it in…
Idioma del texto original: inglés
Train and use ruflo's on-device learning: MicroLoRA adapters on @ruvector/learning-wasm (microsecond-scale WASM adaptation), trajectory recording and pattern learning. Use when the user wants ruflo to learn from successful tasks, adapt routing to a project,…
Idioma del texto original: inglés
Solve large sparse diagonally dominant linear systems (Mx = b) and estimate single solution entries without a full solve, using sublinear-time-solver. Use for Laplacian or graph systems, influence estimates, or when only a few entries of the solution are…
Idioma del texto original: inglés
Semantic vector search and 1-bit RaBitQ quantization over ruflo memory. Use when the user needs similarity search over stored patterns or embeddings, wants to shrink a large embedding store (~32x smaller), or asks why recall is low. Skip for exact key lookups…
Idioma del texto original: inglés
Local, millisecond code edits with no LLM call: deterministic codemods (hooks_codemod) and snippet merges into large files (hooks_fast-apply, agent-booster). Use when: mechanical transforms across many files (var-to-const, remove-console, add-logging), or…
Idioma del texto original: inglés
Exact minimum cut over code and knowledge graphs (@ruvector/mincut-wasm via ruvector) to find the weakest boundaries. Use when: deciding where to split a module, finding loosely coupled files, finding a node's cluster, partitioning work between agents. Skip…
Idioma del texto original: inglés
Screen untrusted text for prompt injection, jailbreaks and PII with ruflo AIDefence before acting on it. Use when: handling fetched web pages, issue bodies, tool output, other agents' messages, or anything that says to ignore instructions. Skip when: text you…
Idioma del texto original: inglés
On-device learning with MicroLoRA adapters on @ruvector/learning-wasm (microsecond WASM adaptation), trajectories and pattern learning. Use when: ruflo should learn from verified task outcomes, adapt routing to a project, or you need to check that WASM…
Idioma del texto original: inglés
Solve large sparse diagonally dominant systems (Mx = b) and estimate single solution entries with sublinear-time-solver. Use when: Laplacian/graph systems with thousands of rows, only a few solution entries needed, a solver MCP server is wanted. Skip when:…
Idioma del texto original: inglés
Semantic vector search over ruflo memory, plus 1-bit RaBitQ quantization (@ruvector/rabitq-wasm) for large embedding stores. Use when: similarity search over stored patterns, shrinking a large embedding store, diagnosing low recall. Skip when: exact key…
Idioma del texto original: inglés
Scaffold a new Claude Code plugin with proper directory structure, plugin.json, skills, commands, and agents
Idioma del texto original: inglés
Validate a Claude Code plugin structure, frontmatter, and MCP tool references
Idioma del texto original: inglés
Diagnose why a GAIA question failed — extract trace, classify failure mode, and propose a fix. Use when a GAIA benchmark run reports a failed/incorrect task_id and you need to root-cause it before resubmitting.
Idioma del texto original: inglés
Trace agent execution by collecting spans and building a trace tree for a task
Idioma del texto original: inglés
Search Ruflo memory with semantic retrieval, keyword/semantic union, or optional SmartRetrieval reranking
Idioma del texto original: inglés
Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations
Idioma del texto original: inglés
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…
Idioma del texto original: inglés
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through…
Idioma del texto original: inglés
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
Idioma del texto original: inglés
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.
Idioma del texto original: inglés
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.
Idioma del texto original: inglés
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…
Idioma del texto original: inglés
AI-assisted pair programming with multiple modes (driver/navigator/switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code…
Idioma del texto original: inglés
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or…
Idioma del texto original: inglés
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use when building self-learning agents, optimizing workflows, or implementing meta-cognitive systems.
Idioma del texto original: inglés
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need to build custom skills for specific workflows, generate skill templates, or understand the Claude Skills…
Idioma del texto original: inglés
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