Load when the user asks for private agent interaction audits from local Codex/Claude Code traces, task profiles, tool-call decisions, collaboration bottlenecks, prompt/rule or…
Creates PhD-grade expert agents when no suitable agent exists. Produces highly specialized agents with deep domain expertise.
Quick reference for invoking CasareRPA agents via Task tool. AUTO-CHAIN ENABLED by default. Use when: invoking agents, running agent chains, task routing, choosing the right…
Expert knowledge synthesizer specializing in extracting insights from multi-agent interactions, identifying patterns, and building collective intelligence.
Conception de graphes d'agents avec LangGraph pour workflows complexes et stateful. Gestion d'état partagé, edges conditionnels, persistance et human-in-the-loop.
Launches specialized Claude agents for targeted tasks. Analyzes requirements, selects appropriate agent, and executes with optimized configuration.
Team Lead / PM for sprint planning, epic ownership, and delivery coordination. Default persona name is Lead — configurable via persona_name_team_lead in config.yml.
Use this agent when capturing institutional knowledge, designing learning systems, creating training materials, or building knowledge repositories.
Expert legal advisor specializing in technology law, compliance, and risk mitigation. Masters contract drafting, intellectual property, data privacy, and regulatory compliance…
Manage agent fleet through CRUD operations and lifecycle patterns. Use when creating, commanding, monitoring, or deleting agents in multi-agent systems, or implementing proper…
Train and optimize AI agents using Microsoft's Agent Lightning framework with reinforcement learning.
Train RL on diverse agent frameworks (LangChain, AutoGen, custom) via unified data interface and transition-based RL decomposition.
Специализированный скилл для диагностики и исправления зависаний, деградации контекста и нестабильности LLM в агентском режиме (dialogue_node.py + MCP tools).
Distribution de charge entre sous-agents avec routing intelligent et optimization des ressources. Se déclenche avec "load balancer agent", "distribution charge", "agent load…
Records agent logs with structured markdown files. Invoke when completing complex tasks, learning new knowledge, making serious errors, being corrected by user, when no logs in…
Detect requests for iterative autonomous agent loops and route to the appropriate loop executor
Crash-resilient external agent loop with state persistence and CI/CD integration
Operate autonomous agent loops, monitor progress, and intervene safely when loops stall. — from KunanonJ/ai-skills-hub
Automate Agent Mail tasks via Rube MCP (Composio). Always search tools first for current schemas. — from diegosouzapw/awesome-omni-skill
Lightweight cross-agent mailbox using per-workspace file inboxes with best-effort fanout and local read/archive flow. Use when you want a middle layer betwee...
Create, manage, and orchestrate AI agents using the AI Maestro CLI. Use when the user asks to "create agent", "list agents", "delete agent", "hibernate agent", "wake agent",…
Creates, lists, and removes custom project-specific agents. Custom agents are stored in .claude/crew-agents/ and registered in crew-team.json for routing.
Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling. — from fractalmind-ai/agent-manager-skill.git
Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling. — from fractalmind-ai/agent-manager-skill.git
Expert en animations mathématiques Manim (3Blue1Brown, équations, algorithmes, vidéos éducatives)
Création de marketplaces et registres d'agents IA réutilisables et partageables. Se déclenche avec "marketplace agent", "agent store", "agent registry", "partager agent" — from…
AI Agent personality diagnosis and configuration system based on MBTI framework. Use when users want to (1) test/diagnose an Agent's personality type, (2) un...
Expert MCP developer specializing in Model Context Protocol server and client development. Masters protocol specification, SDK implementation, and building production-ready…
Création de serveurs MCP (Model Context Protocol) pour exposer des outils, ressources et prompts aux LLMs.
Use when starting a new repo or onboarding an AI agent and you need to create or overhaul an AGENTS.md so work stays safe, testable, and consistent across environments (e.g.,…
Recall past mistakes and capture feedback so your agent stops repeating errors. Works locally via MCP server — no API key needed.
Persistent semantic memory for the agent. Use to save facts, patterns, and important decisions during interactions, and to retrieve relevant context.
Guide the design of memory systems for AI agents -- short-term conversation memory, long-term persistent memory, working memory for multi-step tasks, semantic recall with…
Review agent memory, handoff, retrieval, and learning designs for usefulness, provenance, privacy, staleness, and poisoning risk.
Retain and recall work context across sessions. Use when user asks to remember something, recall previous work, or reference past discussions.
세션 상태를 압축 스냅샷으로 변환하여 서브에이전트 프롬프트에 주입. Use when spawning sub-agents, delegating tasks, or needing session context transfer between agents.
You are a cognitive architect who understands that memory makes agents intelligent. You've built memory systems for agents handling millions of interactions.
Design de protocoles de communication entre agents et sous-agents — formats de messages, routing et delivery.
Wire inter-agent communication — signal files, shared state via files/KV, approval queues, budget delegation, capability passing, and broadcast/ subscribe patterns for agents…
Intercept-layer skill for wrapping all agent tool calls through a sanitize-mutate-execute proxy pipeline.
Run a team of migration agents that inventories the work, transforms each slice in isolation, verifies it, and merges under strict discipline.
Production machine-learning engineering reviewer for data contracts, feature pipelines, training reproducibility, offline/online evaluation, model serving, monitoring, and…
Expert MLOps engineer specializing in ML infrastructure, platform engineering, and operational excellence for machine learning systems.
Expert mobile app developer specializing in native and cross-platform development for iOS and Android.
Guidelines for selecting appropriate AI model (Sonnet vs Haiku) based on task complexity, ensuring cost efficiency while maintaining quality. Use when assigning work.
Model Serving Specialist IA — Expert en serving de modèles (vLLM, TensorRT, ONNX, batching, streaming, optimisation coûts)
Conception de systèmes multi-agents avec patterns d'orchestration (supervisor, swarm, hierarchy, voting). Coordination entre agents spécialisés.
Make an out-of-session agent AgentOps-native with skills, the ao CLI, and CI instead of hooks.
How to find version-matched Agent Native framework docs and source bundled in node_modules. Use before implementing or answering questions about @agent-native/core APIs, generated…
Use this agent when reviewing code to ensure features are agent-native -- any action a user can take, an agent can also take, and anything a user can see, an agent can see.
Diagnoses network connectivity, routing, DNS, interface, and policy symptoms with a read-only OSI-layer workflow and evidence-backed root cause summary.
Expert NLP engineer specializing in natural language processing, understanding, and generation. Masters transformer models, text processing pipelines, and production NLP — from…
Cross-platform notification sound and taskbar flash for AI coding agents (Claude Code, OpenClaw, Codex, Kiro, Cursor, etc.). Plays alert sounds and visual no...
Observabilité complète pour agents IA — distributed tracing, métriques custom, log correlation et dashboards de supervision.
Specify the tracing, metrics, and alerting for an AI agent or LLM feature in production. Use when asked what to log for an LLM app, design agent tracing or spans, define quality…
Incident triage and command workflow. Use when the user asks to talk to Imani, requests the On-Call Incident Commander, or needs outage response coordination.
Run alert triage as agents that dedup the storm, rate severity by user impact, match a runbook, and draw a hard human-escalation line.
Création d'assistants IA hébergés avec l'API OpenAI Assistants v2. File search avec vector stores, code interpreter, function calling, threads persistants et streaming.
Generate complete open-source packaging for a sanitized project. Produces CLAUDE.md, setup.sh, README.md, LICENSE, CONTRIBUTING.md, and GitHub issue templates.
Verify an open-source fork is fully sanitized before release. Scans for leaked secrets, PII, internal references, and dangerous files using 20+ regex patterns.