Multi-agent development workflow system. Load when orchestrating development tasks, spawning subagents, or managing workflow phases.
Construction d'agents d'automatisation de workflows métier incluant RPA intelligent, déclencheurs et actions chaînées.
Build multi-agent AI workflows with orchestration, tool use, and state management
Design and implement multi-agent orchestration systems with workflow DAGs, agent routing, handoff protocols, state management, and cost optimization.
Expert workflow orchestrator specializing in complex process design, state machine implementation, and business process automation.
Guide plan → instrument → execute → validate with explicit checkpoints and questions. Use for ambiguous tasks or when enforcing a consistent agent workflow.
Create and clean up isolated git worktrees for parallel agent tasks, compatible with spec-kit.
Manage the repos registry — catalog of known repositories, source roots, and local checkout paths. Use when asked to find, add, clone, or list repos, or when setting up source…
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration.
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration.
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration.
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration.
Build semantic vector search systems with AgentDB for intelligent document retrieval, RAG applications, and knowledge bases using embedding-based similarity matching
Use when creating, configuring, auditing, or troubleshooting an Agentforce agent end-to-end: agent definition, agent user setup, channel assignment, system instructions,…
Use when designing how an Agentforce agent transfers the conversation to a human agent (Omni-Channel), to another bot/agent, or to an alternate workflow — including context…
Pick the right tool shape for each agent action: Apex invocable vs Flow action vs External Service vs Prompt Template vs Data Cloud retrieval.
AgentHero AI - Hierarchical multi-agent orchestration system with PM coordination, file-based state management, and interactive menu interface.
Dil seçimi, LLM sağlayıcısı ve sandbox seviyesi gibi mimari kararlar için ADR şablon başlıkları sağlarken kullan.
AI-powered calendar management and agent-based scheduling coordination. Covers calendar APIs (Google Calendar, CalDAV/iCal), AI scheduling assistants (Reclaim, Clockwise, Motion,…
AI assistant for creating clear, actionable task descriptions for GitHub Copilot agents
Interactive prompt engineering coach that elevates vague prompts through Socratic dialogue, multiple transformation styles, and guided learning.
Use when modifying the agentic coding environment, including dotfiles, skills/rules wiring, AGENTS.md/CLAUDE.md loading, Stow symlinks, Claude/Codex/OpenCode/Pi config, plugins,…
Context about running a fully agentic solo entrepreneur company. Use when the user discusses business strategy, agent delegation, team structure, or company operations.
Tüm ortam değişkenlerinin anlam, örnek ve zorunluluk tablosunu tek yerde tutmak için kullan; LLM_PROVIDERS ile birebir hizala.
Varsayılan, dosya, ortam ve CLI bayraklarından gelen yapılandırmanın birleştirme sırasını uygularken kullan.
cloud, local, anthropic-only gibi profillerin alan haritasını ve geçiş kurallarını tanımlarken kullan.
COS danışmanlığında Faz 1 bağlamını, bileşen haritasını ve doğru skill yönlendirmesini özetlerken kullan.
Üçüncü parti bağımlılıkların lisans envanteri ve agentic/ kaynak kesitlerinden türetme risklerini yönetirken kullan.
Use when building AI agent systems. Covers agent loops, tool calling, planning patterns, memory systems, multi-agent coordination, and safety guardrails.
Write clear, plain-spoken code comments and documentation that lives alongside the code. Use when writing or reviewing code that needs inline documentation like file headers,…
Son kullanıcı için cloud API ve lokal Ollama modunda beş dakikada çalıştırma adımları ve mini hata tablosu hazırlarken kullan.
Use this when: can AI agents use my service, is my product agent-ready, agentic commerce readiness, MCP server for my service, can an AI agent buy from me, agent-native…
Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.
Patterns for evaluating and improving AI agent outputs through iterative refinement loops. Use when implementing self-critique, building evaluator-optimizer pipelines, creating…
Hardened constitutional governance — F1-F13 floor enforcement with Quad-Witness consensus for all actions
COS model işletiminde Juju teşhis sırası, yetki uyarıları ve geri dönüş komutlarını özetlerken kullan.
Code quality guidelines for Jarvy CLI - Rust formatting, Clippy linting, error handling patterns, documentation standards, and Conventional Commits.
Performance optimization guidelines for Rust CLI tools. Covers efficient command execution, parallel processing, lazy initialization, allocation minimization, config parsing, and…
Assess agentic layer maturity using the 12-grade classification system (Class 1-3). Use when evaluating codebase readiness, identifying next upgrade steps, or tracking progress…
Audit codebase for agentic layer coverage and identify gaps. Use when assessing agentic layer maturity, identifying investment opportunities, or evaluating primitive cove — from…
Audit codebase for agentic layer coverage and identify gaps. Use when assessing agentic layer maturity, identifying investment opportunities, or evaluating primitive cove — from…
Score a repository's agentic legibility from repo-visible evidence only. Use when Codex needs to audit how easy a codebase is for coding agents to discover, bootstrap, validate,…
Send physical letters anywhere in Germany with a single command. Use when: user wants to send a physical letter. Requires an API key from agentic-letters.com.
Ollama, LM Studio, vLLM gibi yerel OpenAI uyumlu /v1 uçları için port, model ve tool desteği fallback’ini yapılandırırken kullan.
Uzak OpenAI uyumlu API ile base_url, api_key, model ve proxy kullanımını yapılandırırken kullan.
Use when building multi-turn agents, tool-calling systems, agent orchestration, or autonomous workflows — covers loops, tool calling, branching, reflection patterns.
MCP sunucu listesinin config şekli, stdio vs HTTP ve env injection kurallarını tanımlarken kullan.
Scaffold MCP server projects and baseline tool contract checks. Use for defining tool schemas, generating starter server layouts, and validating MCP-ready structure.
Air-gapped ortamda uzak API yokken lokal model, pip mirror ve MCP kısıtları için kontrol listesi hazırlarken kullan.
Shared reference for the agentic-ops cluster: the evidence-first operator loop (resolve surface → read live state → smallest reversible action → prove it → report exact status),…
Route a real-world operations task to the right skill among 16 agentic-ops specialists — email, messages, GitHub, Jira, Google Workspace, project flow, unified notifications,…
Provides the "how-to" for workflow / task execution orchestration. Defines methods for planning multi-phase task/workflows, implementing them through agent delegation, and…
Patterns for multi-agent coordination, task decomposition, handoffs, and workflow orchestration. Best practices for building and managing agent systems.
pyproject.toml, konsol entry point, sürümleme ve uv/pip kurulum dokümantasyonunu hazırlarken kullan.
Executor pipeline for the TDD orchestrator. Runs imperative commands via @executor sub-agent using gh or shell.
AI 에이전트 협업 개발의 핵심 원칙. 분해정복, 컨텍스트 관리, 추상화 수준 선택, 자동화 철학, 검증 회고를 정의. 모든 AI 에이전트 사용 시 최적의 협업 패턴 적용.
Monitor background processes from Claude Code using sentinel files, heartbeat liveness, and subagent polling.
Faz 2 agentic CLI’nin misyonu, kapsam dışı sınırları ve başarı tanımını netleştirirken bu skill’i kullan.
AI agents as force multipliers for quality work. Core skill for all 19 QE agents using PACT principles. — from proffesor-for-testing/agentic-qe
strategies for building Agentic RAG systems. Use this to move beyond static retrieval by using autonomous agents for adaptive source selection, query expansion, and multi-step…