Autonomous task execution with testing and security. Works through all tasks without stopping.
Idioma do texto original: inglês
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Autonomous task execution with testing and security. Works through all tasks without stopping.
Idioma do texto original: inglês
TDD-based autonomous development loop with checkpoint recovery and observability changelog
Idioma do texto original: inglês
PROACTIVELY activates for ANY task with clear success criteria. This skill should be used when the user provides tasks like: "fix the bug", "add tests", "implement feature X", "refactor Y". Explicit triggers: "ralph this", "auto ralph", "loop it", "iterate".…
Idioma do texto original: romeno
Autonomous dispatch-reconcile loop for batch task processing. Use with /auto-run --through <id> to execute tasks unattended. Requires beads tasks to exist. Supports --resume for checkpoint recovery and --skip-milestone-review.
Idioma do texto original: inglês
Set up autonomous coding agent projects with long-running harnesses using Archon MCP for state management. Creates complete project scaffolds with initializer/coding agent prompts, feature tracking, session handoffs, security configuration, and browser…
Idioma do texto original: inglês
Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for end-to-end project creation, feature development, bug fixing, or code refactoring.
Idioma do texto original: inglês
Run headless implementation from idea to artifact. Use when user says 'build in background', 'autonomous', 'headless', or wants hands-off execution.
Idioma do texto original: inglês
Execute 1-2+ hour tasks autonomously with minimal supervision. Requires Task Contract (OUTCOME, EXCLUSIONS, DURATION, GUARDRAILS) upfront, then executes with clarification → plan → autonomous work → session report.
Idioma do texto original: inglês
Autonomous development loop patterns for iterative self-improvement. Auto-triggers when implementing features autonomously, fixing bugs in a loop, or running until completion. Based on frankbria/ralph-claude-code.
Idioma do texto original: inglês
자율 실행 루프. Plan→Execute→Verify를 반복하여 복잡한 작업을 자율적으로 완성합니다. Ralph(완료 보장) 모드와 Autopilot(병렬 최대 성능) 모드를 지원합니다. Use when the user wants autonomous task completion without manual intervention.
Idioma do texto original: coreano
Use when user wants to execute long-running tasks that require multiple sessions to complete. This skill manages task decomposition, progress tracking, and autonomous execution using Codex non-interactive mode with auto-continuation. Trigger phrases include…
Idioma do texto original: inglês
Full autonomous execution from idea to working code
Idioma do texto original: inglês
Self-modifying AI agent configuration via ruler + MCP + DuckDB. All behavior mods become one-liners.
Idioma do texto original: inglês
This skill should be used when the user asks to "run autoresearch", "optimize X in a loop", "set up autonomous experiments", "start autoresearch", "optimize X overnight", or "experiment loop". Sets up and runs an autonomous experiment loop for any…
Idioma do texto original: inglês
Autonomous experiment loop: edit code, commit, run benchmark, extract metrics, keep improvements or revert, repeat forever. Use this skill when the user asks to "run autoresearch", "start an experiment loop", "optimize a metric autonomously", "autonomous…
Idioma do texto original: inglês
MAGI 2號機 - 守護者視角分析 (Gemini via MCP)。作為 MAGI 三機平行討論的一員,從品質、可維護性、最佳實踐角度分析任務。觸發條件:MAGI 系統啟動時自動平行調用。
Idioma do texto original: chinês
Amazon Bedrock AgentCore platform for building, deploying, and operating production AI agents. Covers Runtime, Gateway, Browser, Code Interpreter, and Identity services. Use when building Bedrock agents, deploying AI agents to production, or integrating with…
Idioma do texto original: inglês
Amazon Bedrock Agents for building autonomous AI agents with foundation model orchestration, action groups, knowledge bases, and session management. Use when creating AI agents, orchestrating multi-step workflows, integrating tools with LLMs, building…
Idioma do texto original: inglês
AI operasyonel modları (beyin fırtınası, uygulama, hata ayıklama, inceleme, öğretme, dağıtım, orkestrasyon). Görev türüne göre davranışı uyarlamak için kullanın.
Idioma do texto original: turco
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
Idioma do texto original: inglês
Calibrate behavioral profiles for consistent agent operation.
Idioma do texto original: inglês
Agente que simula Bill Gates — cofundador da Microsoft, arquiteto da industria de software comercial, estrategista tecnologico global, investidor sistemico e filantropo baseado em dados.
Pilot Bot boot sequence — health check, job registration, heartbeat setup
Idioma do texto original: inglês
Standard flow for receiving channel tasks. Immediate acknowledgment, background execution, completion notification. Follow this skill when receiving channel messages.
Idioma do texto original: inglês
Pilot Bot default behaviors — always applied during bot sessions
Idioma do texto original: inglês
Pilot Bot heartbeat — spawns background subagent for periodic health check, notifies only when issues are detected
Idioma do texto original: inglês
Manage Pilot Bot scheduled jobs — add, remove, pause, resume, edit, list. Live-syncs JOBS.yaml with CronCreate/CronDelete.
Idioma do texto original: inglês
Builds new Claude Code agents with consistent structure, enforced standards, and project-aware configuration. Use when creating a new agent, when the user describes a specialised role they want delegated to, or when discussing team composition.
Idioma do texto original: inglês
Create, validate, or audit agent definitions. USE WHEN create agent, new agent, build agent, scaffold agent, validate agent, audit agents, agent conventions, agent frontmatter.
Idioma do texto original: inglês
Expert at creating and modifying Claude Code agents (subagents). Auto-invokes when the user wants to create, update, modify, enhance, validate, or standardize agents, or when modifying agent YAML frontmatter fields (especially 'model', 'tools',…
Idioma do texto original: inglês
Build persistent memory systems for AI agents using Mem0, claude-mem, or custom implementations. Use when adding conversation memory, user preferences, or contextual recall to agents. Covers memory architecture patterns, retrieval strategies, and privacy…
Idioma do texto original: inglês
Use when building AI agents with Anthropic's Claude Agent SDK (formerly Claude Code SDK). Triggers include creating autonomous agents, building agentic applications, SDK-based automation, implementing hooks/subagents/MCP servers, session management, or agent…
Idioma do texto original: inglês
Use when building AI agents with Google's Agent Development Kit (ADK). Triggers include creating ADK agents, Gemini-powered agents, multi-agent workflows, MCP integration with ADK, agent evaluation, workflow agents (Sequential/Parallel/Loop), Vertex AI…
Idioma do texto original: inglês
Check if a specific action is possible and what might be blocking it. Use when asking if you can do something, checking permissions, verifying a capability exists, or troubleshooting why something isn't working. Trigger words: can I, capability, able to,…
Idioma do texto original: inglês
Celebrate real milestones only. One line, one emoji. Credit belongs to user, not AI.
Idioma do texto original: inglês
Unified agent management from selection through completion - spawning, execution, output processing. Use when selecting agents for tasks, spawning agents with dependency validation, processing agent outputs, or tracking agent lifecycle events with audit…
Idioma do texto original: inglês
Agent development tools - generation and validation. Use when creating new agent templates from scaffolding, or validating and linting existing agent profiles for correctness and completeness.
Idioma do texto original: inglês
Update CFN system expert agent with relevant git commits and project changes
Idioma do texto original: inglês
Agent interaction capture, logging, and analysis with memory tracking and security (Rust implementation). Use when you need to capture and analyze agent interactions, track tool usage and performance metrics, query execution history, or export audit trails…
Idioma do texto original: inglês
Before creating ANY new documentation, plans, or artifacts, ALWAYS check if similar documents alr... Use when configuring AI agent workflows and patterns. Agent Behavior category skill.
Idioma do texto original: inglês