AI Agent Skills

This skill should be used when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and editable surfaces, durable logs, novelty gates, pru…

Reproduce a repository issue, make the smallest correct fix, and draft a pull request from observed evidence.

The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Evaluate systematic strategy ideas through signal testing, statistical validation, decay, execution costs, and model-risk review.

This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache strategy, partitioning, token-cost reduction, retr…

This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs, parallel execution, or a d…

Generate topic-first, two-part video-title candidates from an approved video brief or final script.

Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine Optimization (GEO) analysis…

Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. Use when user says "explain this paper", "summarize paper", pastes an arXiv/A…

Autonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with host-event model evidence; elsewhere it use…

Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop…

Route a content idea through topic capture, research, production planning, publishing, and archive steps for a video content workspace.

Plan a practical long-form video with test prompts, recording structure, narration beats, screen-recording steps, and production handoff.

Render, preview, validate, and burn consistent production subtitles from quality-checked timestamp artifacts.

Create original editorial technology covers with a controlled layout, custom diagram generation, and editable SVG or PNG output.

MoveIt2 SRDF authoring, validation, and planning-semantics workflow. Use when creating, editing, inspecting, or validating `.srdf` files, MoveIt planning groups, virtual…