Workspace agentic/ altındaki Codex, Argus ve Claude kesitlerinden hangi desenin nerede öğrenileceğini tablolar ve uyarlama notları verirken kullan.
Sentinel-coming içinde Faz 2 CLI paketinin dizin ağacını ve Faz 1 ile ilişkisini netleştirirken kullan.
API anahtarları, kubeconfig ve Juju credential için saklama sırası ve log maskeleme kurallarını uygularken kullan.
Sentinel REPL ajanına Grafana bağlamı (doctor özeti enjeksiyonu veya tool) eklerken tasarım ve güvenlik kurallarını uygularken kullan.
Use when a Claude Code session loops, drifts from scope, claims a fix that CI rejects, hits context, PATH, or permission walls, or fails in a way another retry will not solve and…
Yeni agentic-* veya proje skill eklerken frontmatter, bölüm sırası ve katalog uyumunu denetlerken kullan.
Automated discovery and matching of agent skills for dynamic task routing and capability assessment
Evaluates a skill library to identify which SKILL.md files would produce valuable autonomous agents when converted via /formula-create.
Use when turning a human SOP or manual process into an agentic workflow, building or adding an agent tool, or starting a new agent-workflow project — even if the user never says…
Opt-in OpenTelemetry veya metrik hatları; PII yok ve örnek span adları için rehber hazırlarken kullan.
Tur bazlı model ve tool kaydı, PII redaksiyonu ve opt-in politikası tanımlarken kullan.
Grafana erişim, parola, datasource ve boş pano sorunlarını teşhis ederken kullan.
Loki log akışı, datasource görünürlüğü ve sorgu sonucu eksikliği sorunlarını teşhis ederken kullan.
Prometheus scrape, hedef görünürlüğü ve veri akışı sorunlarını teşhis ederken kullan.
Traefik ingress, proxied endpoint ve dış erişim sorunlarını teşhis ederken kullan.
Deterministic workflow for searching services in Agentic Trust, inspecting trust evidence, loading the active questionnaire, comparing with local review memory, and optionally…
UX patterns for AI agents and assistants. Transparency, control, trust, accountability.
Hatch ile wheel/sdist üretip temiz venv’de kurarak CLI’nin çalıştığını doğrularken kullan.
Incrementally summarizes cross-agent coding sessions (Claude Code, Cursor, Codex, Antigravity, OpenCode) into a HackMD work log—append to a user-chosen note or create a new one.
Practical AI agent workflows and productivity techniques. Provides optimized patterns for daily development tasks such as commands, shortcuts, Git integration, MCP usage, and…
Transition from static LLM chats to autonomous agents that execute multi-step tasks. Use this when you need to automate cross-platform reports (e.g., Snowflake to Google Docs),…
Design, review, and improve agent workflows & agent using SSOT, SRP, Fail Fast principles. Supports Prompt Chaining, Parallelization, Orchestrator-Workers patterns.
Design and implement agentic AI workflows and patterns. Covers ReAct, planning agents, tool use, memory systems, and multi-agent orchestration.
Guide for creating and configuring AgenticX agents with roles, goals, tools, LLM providers, and execution strategies.
Load when the user wants to view, sync, or analyze multi-agent activity across multiple devices — Claude Code / Codex / Cursor / Maestri / browser-use sessions captured to a…
Map of every agentmemory MCP tool, what each does, and its parameters. Use when choosing which memory tool to call, when a tool name or argument is unclear, or when answering what…
Agent interoperability protocols for 0xagentprivacy multi-agent systems. Activates when discussing M(u,y) matching functions, agent-to-agent communication, ERC-8004 trustless…
Emoji symbolic notation as formal language for 0xagentprivacy agent communication. Activates when encoding or decoding spells, designing new symbolic sequences, translating…
Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-b — from…
Design AgentSpeak(L)-style BDI agents with context-guarded plans, selection functions, and intention stacks.
Reference for the `mcp__agentwire__*` MCP tools — session/pane management, voice/TTS, tasks/locks, channels (email + quo, outbound-only), machines/tunnels/network,…
Use when wiring up or switching between China-domestic LLM providers (DeepSeek, Doubao/Volc Ark, Qwen/DashScope, MiniMax).
Agno AI agent framework. Use for building multi-agent systems, AgentOS runtime, MCP server integration, and agentic AI development.
Fine-tune Gemma 4 26B-MoE and Qwen3-VL-30B-A3B with LoRA rank 16 BF16, deploy Qwen3.5-35B-A3B with vLLM on Azure H100 NVL 96GB for AgroSatCopilot.
Use when framing the system and describing the model for an Agricultural Systems (AgSy) manuscript — defining system boundaries, components, hierarchical levels, and feedbacks,…
Wire MCP servers and AgentOps plugin bundles into the AGY image with least-privilege access, rollback evidence, and validation hooks.
Comprehensive ahooks React hooks library specialist. Expert in all 76+ ahooks hooks including state management, effects, data fetching, performance optimization, DOM util — from…
Build AI agents with tools, memory, and multi-step reasoning - ChatGPT, Claude, Gemini integration patterns
Help marketers choose the right type of AI agent for their workflow. Use when a marketer wants to automate a repetitive task but doesn't know what kind of agent to build, or…
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.
SaaS financial modeling engine that generates unit economics models, feature ROI calculators, pricing scenario analyses, TAM/SAM/SOM sizing, build-vs-buy comparisons, and revenue…
Step-by-step checklist and best practices for implementing new AI agent tools in the omer-akben portfolio.
Step-by-step checklist and best practices for implementing new AI agent tools in the omer-akben portfolio.
Эксперт по оркестрации AI агентов. Используй для multi-agent systems, agent coordination, task delegation и agent workflows.
Checks whether AI-assisted work defines review criteria, accessible context, explicit review loop, human judgment boundary, and feedback capture before delegating to an agent.
Design user experiences for autonomous AI agents that act on behalf of users - control panels, consent flows, action previews, audit trails, and undo mechanisms.
Production-grade AI agent patterns with MCP integration, agentic RAG, handoff orchestration, multi-layer guardrails, observability, token economics, ROI frameworks, and…
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration.
Shared reference for the ai-agents-meta cluster: the eval-first + default-deny-autonomy model every spoke turns on, plus shared conventions (the agent stack, cold-start briefs,…
AI integration and agent building skill. Use when the user wants to use the Claude API, build AI-powered apps, create Claude Code skills or agents, connect MCP servers, or improve…
Advanced multi-agent reasoning system for complex questions requiring maximum accuracy. Uses adaptive technique selection, adversarial validation, multi-agent debate, and deep…
Access 50+ LLM models through a unified OpenAI-compatible API via AceDataCloud. Use when you need chat completions from GPT, Claude, Gemini, Kimi, Grok, or other models through a…
Secure AI coding agents (Claude Code, Cursor, Codex, Copilot) with permission boundaries, secret protection, code review gates, and safe sandbox configurations for team…
Configures TrueFoundry AI Gateway for unified OpenAI-compatible LLM access. Covers auth (PAT/VAT), model routing, rate limiting, and budget controls.
Integrate Replicate AI models with background processing, S3 storage, and credit systems
Run virattt/ai-hedge-fund for multi-agent analysis and convert output into a risk-defined plan.
Guide for AI Agents and LLM development skills including RAG, multi-agent systems, prompt engineering, memory systems, and context engineering.
Erstellt eine portable KI-Arbeitsumgebung auf einem USB-Stick oder beliebigem Laufwerk. RAG-Pipeline mit lokalen LLM-Modellen (Ollama), Vektordatenbank (ChromaDB) und…
AI engineering skill for prompt optimization, context inference, and intelligent command routing across different models and use cases
Expert guidance on RAG (Retrieval-Augmented Generation) system design including chunking strategies, embedding selection, retrieval methods, and vector database choices