Topic: autonomous-agents
981 skills in this topic.
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orchestrate-review
Use when user asks to "deep review the code", "thorough code review", "multi-pass review", or when orchestrating the Phase 9 review loop. Provides review pass definitions (code quality, security, performance, test coverage), signal detection patterns, and iteration algorithms.
agent-sh/agentsys 720
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brainstorm
Explore ambiguous or early-stage ideas interactively — tracks wish-readiness and crystallizes into a design for /wish.
automagik-dev/genie 280
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wish
Convert an idea into a structured wish plan with scope, acceptance criteria, and execution groups for /work.
automagik-dev/genie 280
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dream
Batch-execute SHIP-ready wishes overnight — pick wishes, orchestrate workers, review PRs, wake up to results.
automagik-dev/genie 280
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genie
Single entry point for all genie operations — auto-routes natural language to the right skill, detects existing lifecycle state, and handles operational commands. Use when planning features, reporting bugs, managing teams, or asking about the system.
automagik-dev/genie 280
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pm
Full PM playbook — triage backlog, prioritize, assign, track, report, escalate. Copilot, autopilot, or pair modes.
automagik-dev/genie 280
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report
Investigate bugs comprehensively — cascade through /trace, capture browser evidence, extract observability data, and auto-create a GitHub issue with all findings.
automagik-dev/genie 280
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work
Execute an approved wish plan — orchestrate subagents per task group with fix loops, validation, and review handoff.
automagik-dev/genie 280
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trace
Dispatch trace subagent to investigate unknown issues — reproduces, traces, and reports root cause for /fix handoff.
automagik-dev/genie 280
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fix
Dispatch fix subagent for FIX-FIRST gaps from /review, re-review, and escalate after 2 failed loops.
automagik-dev/genie 280
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docs
Dispatch docs subagent to audit, generate, and validate documentation against the codebase.
automagik-dev/genie 280
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review
Validate plans, execution, or PRs against wish criteria — returns SHIP / FIX-FIRST / BLOCKED with severity-tagged gaps.
automagik-dev/genie 280
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genie-hacks
Browse, search, and contribute community hacks — real-world patterns for provider switching, teams, skills, hooks, cost optimization, and more.
automagik-dev/genie 280
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council
Convene real AI agents for multi-perspective deliberation on architecture, design, and strategy decisions.
automagik-dev/genie 280
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refine
Transform a brief or prompt into a structured, production-ready prompt via prompt-optimizer. File or text mode.
automagik-dev/genie 280
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learn
Diagnose and fix agent behavioral surfaces when the user corrects a mistake — connects to Claude native memory.
automagik-dev/genie 280
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wizard
Guided onboarding — scaffold workspace, shape agent identity, create first wish, execute, and celebrate.
automagik-dev/genie 280
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AgentDB Vector Search
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.
ruvnet/ruflo 31,446
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Swarm Orchestration
Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.
ruvnet/ruflo 31,446
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flow-nexus-swarm
Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform
ruvnet/ruflo 31,446
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AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
ruvnet/ruflo 31,446
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swarm-advanced
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
ruvnet/ruflo 31,446
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github-code-review
Comprehensive GitHub code review with AI-powered swarm coordination
ruvnet/ruflo 31,446
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github-release-management
Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management
ruvnet/ruflo 31,446