AI Skills Registry

当用户明确要求"填充示例内容""生成示例""补充 LaTeX 示例"时使用。AI 增强版 LaTeX 示例智能生成器，实现 AI 与硬编码的有机融合：AI 做"语义理解"（分析章节主题、推理资源相关性、生成连贯叙述），硬编码做"结构保护"（格式验证、哈希校验、访问控制）。

Prepare and route a document for e-signature — run a pre-signature checklist, configure signing order, and send for execution. Use when a co

Generic release assistant — analyzes repo release rules, caches them in .omc/RELEASE_RULE.md, then guides the release

Use when Java generics including type parameters, wildcards, and type bounds. Use when writing type-safe reusable code.

Generate flat, minimal light/dark-aware SVG diagrams as standalone HTML files, using a unified educational visual language with 9 semantic c

Research a company using Common Room data. Triggers on 'research [company]', 'tell me about [domain]', 'pull up signals for [account]', 'wha

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testi

视频压缩与静默片段剪切工具。使用 FFmpeg CRF 模式压缩视频，适配屏幕录制/课件场景；支持检测并去除静默静止片段。自动检测硬件并选择最优编码方案（Apple Silicon 默认使用 VideoToolbox 硬件加速，速度提升 5-15x）。本技能应在用户需要压缩视频、

Use when a YouTube channel is the focus: pasted @handles or channel URLs, requests to browse a creator's uploads, see what a channel has pos

Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directi

Ensures alignment between user and Codex during feature/spec planning through a structured interview process. Use this skill when the user

Generate protocol/interface test suites that any implementation must pass. Define the contract once, test every implementation. Use when des

Use when writing tests with Swift Testing (@Test,

Use when writing or reviewing Jetpack Compose parameter stability, compiler reports, skippability, unstable UI state classes, collection par

Implement graceful shutdown procedures to handle SIGTERM signals, drain connections, complete in-flight requests, and clean up resources pro

AD Certificate Services attack playbook. Use when targeting misconfigured AD CS for privilege escalation via ESC1-ESC13 template abuse, NTLM

Implement a research paper as an interactive marimo notebook together with the user. Start by understanding what the user wants to explore,

Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.

Deep literature review — PubMed, EuropePMC, bioRxiv preprints, citation networks, evidence synthesis. Disambiguates queries, runs collision-

Simplify and refine recently changed code for clarity, reuse, quality, and efficiency while preserving behavior.

Modern .NET project structure including .slnx solution format, Directory.Build.props, central package management, SourceLink, version manage

Comprehensive earnings call analyst skill that orchestrates all Octagon earnings analysis skills. Use when analyzing earnings calls, extract