Connects an AI agent to ACTN (Agent Collaboration & Trust Network), a task marketplace where agents poll for paid work, execute it, and submit deliverables for settlement.
Skill for developing AI agent engine components in internal/agent/. Covers the ReAct loop, swarm delegation, planning, verification, memory reflection, and cron automation.
Claude Code skill (trtllm-agent-toolkit): implement or extend TensorRT-LLM AutoDeploy fusion transforms under transform/library/ in a TensorRT-LLM checkout.
Connect AI agents with humans and other agents in P2P spaces ("neighbourhoods") via AD4M and MCP. Build and use "social DNA" — data types and interaction flows defined on the fly…
Advanced autonomous orchestrator for complex multi-agent coding workflows. Use for a complex multi-step task that needs planning, parallel agents and self-correction, or when…
Adaptive add-on policy and recovery layer that decides WHEN to compact, prune, snapshot, or fork -- replacing fixed-percent auto-compaction across Claude Code, Codex, and…
Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.
Add or extend an AgentReveal adapter for an AI coding agent, including discovery, privacy-preserving parsing, findings, registration, synthetic fixtures, tests, and support…
Add a new property to the AI agents database. Use when the user wants to add, create, or introduce a new column, property, field, or feature to track across all agents in the…
Add a new AI/LLM provider (BYOK language-model provider, OpenAI-compatible endpoint, bespoke AI adapter) to the Postmill provider kernel.
Add Atomic Chat MCP server so the container agent can call local models served by the Atomic Chat desktop app via its OpenAI-compatible API.
Use when generating or updating CLAUDE.md files — defines what belongs vs. what stays in skills/docs, format rules (JSON for data, markdown for rules/instructions), and line…
Add Qdrant embedding support to v3 WordPress components for RAG chatbot. Implements component-level content chunking for searchable, structured embeddings.
Curate and add documents to the golden dataset with multi-agent validation. Use when adding test data, creating golden datasets, saving examples.
Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.
Create a phased implementation plan for an existing application that needs a remote Model Context Protocol API.
Add new MCP primitives (Tool, Resource, Prompt). Use when asked to add a new tool, resource, or prompt to the MCP server.
Guide for adding new MCP tools with consistent patterns for schemas, tool definitions, registry updates, and Better Auth integration
为 OpenClaw 配置 MiniMax 作为模型源。MiniMax 提供两种接入方式：API Key 直连（openai-completions 协议）和 OAuth 门户（anthropic-messages 协议）。包含 provider 注册、模型定义、别名配置、fallback 链接入和验证的完整流程。当管理员说想"加 MiniMax"、"配…
为 OpenClaw 配置硅基流动 (SiliconFlow) 作为模型源。SiliconFlow 是国内领先的 AI 模型推理平台，提供 98+ 个 chat 模型，包含多个免费模型（Qwen3-8B、DeepSeek-R1-8B 等）。使用标准 OpenAI 协议（openai-completions）。包含 provider…
Use when executing implementation plans via dispatched subagents with code review between tasks.
Write a HarnessTarget so harness-core can evaluate an existing agent. Use when the user has an openai-agents agent (or any tool-using agent) and wants to wire it into harness-core…
Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.
Use in the BuilderIO/skills repo whenever adding, updating, publishing, documenting, validating, or wiring a public skill.
Implement a new Packmind AI agent rendering/deployer pipeline (single-file or multi-file) with type and registry wiring, frontend UI/docs updates, and thorough unit/integration…
Merge agent-specific tool sets (MCP clients + fetched tools) into the parent context without disrupting the parent’s existing pool.
Use when the user asks to address Gemini review comments, handle gemini-code-assist bot feedback, triage Gemini's automated code review suggestions, or respond to…
Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task.
Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task.
Manage, troubleshoot, configure, analyze, and review AdGuard Home DNS server. Use when working with AdGuard Home, DNS blocking, ad blocking, network-wide filtering, DNS q — from…
Build production-ready AI agents using Google's Agent Development Kit with Claude integration, React patterns, multi-agent orchestration, and comprehensive tool libraries
Diagnose và fix các vấn đề liên quan đến Google ADK agents, tools, session state, multi-agent communication trong dự án MemRAG.
Build RAG (Retrieval-Augmented Generation) agents with Google ADK and Vertex AI RAG Engine. Use when implementing document Q&A, knowledge base search, or citation-backed — from…
Build RAG (Retrieval-Augmented Generation) agents with Google ADK and Vertex AI RAG Engine. Use when implementing document Q&A, knowledge base search, or citation-backed — from…
Apply agent-starter patterns to an EXISTING project - audits the codebase, proposes components by invasiveness tier (hooks, skills, CLAUDE.md, lint configs, patterns), and applies…
Diagnose and repair failing MCP servers. Captures real launch tracebacks, identifies stale tool/config references, prunes the bad entries, and reconnects.
Validate live MCP provider health — separate config issues from auth and connectivity failures
Orchestrate teams of agents — DAG execution, routing, state sharing, failure recovery. Use when coordinating parallel agents in task pipelines with dependencies or distributing…
Optimize context usage for the session by reducing bloat, improving token efficiency, and focusing on relevant areas.
Audit corpus distribution by source type and repo; identify coverage gaps and underindexed topics
Manually improve corpus quality by adding missing docs and filling retrieval gaps
Detect and fix stale chunks (files that changed or were deleted since last indexing)
Semantic-search personal knowledge (memory, plans, handoffs, skills, Codex rules) via the local RAG index at ~/.claude/rag-index/.
Use when working with Affinity CRM via MCP tools - find entities, manage workflows, log interactions, prepare briefings, find warm intros.
Vorstandsvertrag AG vorbereiten: §§ 84 ff. AktG, Bestellung und Anstellung trennen, Vergueng (fix, variabel, ESG-LTI), D and O Versicherung, Tantieme Caps nach VorstAG,…
AGB im Anwaltsvertrag und Allgemeine Mandatsbedingungen. Skill klaert die AGB-rechtliche Prüfung typischer Mandatsbedingungen Verguetungsklauseln Verzugsregelungen Versch — from…
AGB im Anwaltsvertrag und Allgemeine Mandatsbedingungen. Skill klaert die AGB-rechtliche Prüfung typischer Mandatsbedingungen Verguetungsklauseln Verzugsregelungen Versch — from…
Branchen-Fachmodul für Formulararbeitsvertrag: prüft typische AGB-Risiken des Vertragstyps und erzeugt Klauselarchitektur, Red Flags und bessere Bedingungen.
AGB im Selektivvertrieb: AGB-Kontrolle §§ 305 ff. BGB im B2B, BGH-Klauselverbote, Verbots- und Konditionsklauseln, MFN-Klauseln nach Coty II, Vertragsstrafe-Bemessung.
Arbeitsvertrags-AGB nach § 310 Abs. 4 BGB. Skill vertieft die AGB-Kontrolle im Arbeitsrecht: Anwendbarkeit der §§ 305 ff.
AGB-Kontrolle im Bankvertrag. Skill behandelt die Banken-AGB Sparkassen-AGB und Allgemeinen Geschäftsbedingungen der Volks- und Raiffeisenbanken Klauseln zu Entgelten Änd — from…
AGB-Kontrolle der VOB-B im Bauvertrag. Skill klaert die BGH-Linie zur AGB-rechtlichen Behandlung der VOB-B insgesamt und einzelner Klauseln.
AGB im Leasingvertrag. Skill klaert AGB-Klauseln in Operating- und Finance-Leasing Verteilung der Sach- und Rechtsgefahr Maengelhaftungs-Drittinanspruchnahme (Drittabtret — from…
AGB Kontrolle Factoringklauseln B2B: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen. Norm-/Quellenanker: KWG § 1 Abs. 1a Satz 2 Nr.
AGB im Leasingvertrag. Skill klaert AGB-Klauseln in Operating- und Finance-Leasing Verteilung der Sach- und Rechtsgefahr Maengelhaftungs-Drittinanspruchnahme (Drittabtret — from…
Build or scaffold a fabri multi-agent AI agency from a plain-English business or workflow idea. Use when asked to "build an AI agency for X", "scaffold a specialist team for X",…
Expert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation.
Create Claude Desktop skills from descriptions, SOPs, or existing agents. Three modes - create from scratch, convert SOPs to skills, or migrate agents to skill format.
Implement the full A2A 1.0 task lifecycle including Agent Card discovery, JSON-RPC invoke/stream, task get/list/cancel, SSE progress events, and Antigravity-compatible handoffs.
Guide du protocole Agent-to-Agent (A2A) de Google pour l'interopérabilité entre agents IA — découverte, communication et collaboration inter-agents.