AI Skills Directory

数学建模的 Python 或 MATLAB 实现、运行、表格输出、可视化和复现阶段。

Create skills by learning from high-quality GitHub projects

口播视频成片 Skill。把文章/口播稿/SRT、剪后视频和 HTML/图片素材串成分镜稿、时间线预览和最终 MP4；成片比例和动画风格从用户配置读取，动画默认使用小黑风格。触发词：口播成片、做分镜稿、时间线预览、合成口播视频、导出竖屏MP4

Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or…

Install and manage Python packages using uv pip. Use when a Python import fails with ModuleNotFoundError, user asks to install a package, or a script requires a missing dependency.

Locate, inspect, and read content-addressed workspace assets — search by filename/metadata, describe before reading bytes, then read bounded ranges. Use whenever the user references an uploaded file,…

Generating rich inline SVG diagrams to visually explain systems, processes, architectures, and abstract concepts.

Generate educational practice questions from lecture notes to test student understanding. Use when users request practice questions, exam preparation materials, study guides, or assessment items based…

Plan a task implementation. Analyze the codebase, create a detailed plan, write it to .agtx/plan.md, then stop and wait for user approval before making any changes.

Analyze a reference video and reverse-engineer its style into a reusable Seedance 2.0 prompting template. The output is a new skill/formula (like seedance-2-ugc.md) that captures the video's…

Skill for using the KnowledgeIndex registry to discover which directories contain `.knowledge.yaml` files without walking the filesystem. KnowledgeIndex is a lightweight SQLite cache. It maps…

Start and control Minutes Coach, the separate real-time copilot HUD, with an explicit meeting goal. Use only for explicit Coach or HUD lifecycle requests such as "start Minutes Coach", "open the Coach…

Regenerate a Context Room brief from the room's current documents and context. Use for brief-refresh tasks.

Combined codebase health dashboard that scores a project across all four quality dimensions — PR quality, architecture, tech debt, and test quality — in a single pass, drawing on twelve classic…

Verify an agent's live address and billing account before sharing a chat link, diagnosing a deploy mismatch, or deciding why two hosts share an identity.

内容工厂专用写作 Skill，生成批量文案、短视频脚本和图片提示词，并输出可回写的 workspacePatch。

科技/AI/互联网领域的公众号 10 万+ 爆款标题生成器。输入一篇文章、一段内容或一个主题，先建内容简报，再按多种方法产出多个候选标题，逐个评分、标风险、按用途分角色推荐，并给 A/B 测试建议。当用户说"起标题""想个爆款标题""这篇文章叫什么好""标题优化""标题改写""多组标题""标题评分""10万+标题"时触发。方法论提炼自 100 篇真实科技类爆文标题。

Drive structured autoresearch iteration after evo:discover and the baseline commit. Use when the user invokes /evo:optimize or asks to try ideas, try variants, run experiments, use available GPUs,…

Multi-agent swarm coordination via the ClawTeam CLI. Use when the user wants to create agent teams, spawn multiple agents to work in parallel, coordinate tasks with dependencies, broadcast messages…

Review, approve, request changes on, or reject pending wiki edit drafts in Arkon. Requires editor or admin role. Triggers on: review drafts, pending reviews, check draft queue, approve draft, reject…

Use this methodology when collaboratively shaping a solution with the user - iterating on problem definition (requirements) and solution options (shapes).

Create, update, remove, and explain user accounts, password verifiers, sessions, and user-root storage as an admin.

Generates professional animated CLI demos as GIFs using VHS terminal recordings. Handles tape file creation, self-bootstrapping demos with hidden setup, output noise filtering, post-processing…

Convert robot trajectory datasets between formats — currently agibot v1 → LeRobot v2.1 (parquet + HEVC/PNG-encoded MP4). Uses the `geniesim dataset convert agibot-to-lerobot` CLI verb, which wraps the…

The anti-PUA. Drives AI with wisdom, trust, and inner motivation instead of fear and threats. Activates on: task failed 2+ times, about to give up, suggesting user do it manually, blaming environment…

Produce an experiment blueprint from a research hypothesis

Design statistically rigorous A/B tests for product features, UI changes, onboarding flows, and pricing experiments. Use when asked to set up an experiment, design an A/B test, calculate sample size,…

GraphQL pentest playbook — find the endpoint, dump the schema (introspection or field-suggestion fallback), then test for authorization gaps, query batching, alias overload, depth-based DoS, and…

可发现性审计。当disclosure写法有问题、parent放错、alias缺失、子节点过多时使用。

在 Excel 文件中搜索指定关键词并返回文件、行号、详情。当用户提到搜索 Excel、Excel 查找、Excel 搜索内容时使用。

Use this skill when producing a polished, Commonly-branded deliverable (.docx brief / memo, .xlsx data matrix, .pptx deck) and you do not have specific brand guidance from the user. Trigger on: 'write…

Help users build robust infrastructure for measuring, monitoring, and iterating on AI product performance using human, code-based, and LLM-as-a-judge methodologies.

任务执行者 Skill — 通过 CLI 工具领取子任务、提交成果、处理返工

帮助开发团队进行技术选型决策，提供框架对比、架构评估和最佳实践建议。适用于需要在多个技术方案中做出选择的场景。

When the right response mode is unclear, classify the cause-effect domain first; decompose disorder.

Implement server APIs, authentication, and application data access. Schema modeling and query tuning use oma-db.

Finds free backlink and brand mention opportunities across Hacker News, Quora, GitHub, directories, and niche communities. Outputs a prioritized action plan with draft responses ready to post. Use…

生成教育/科普类流程图、概念图、原理演示的动画 HTML 页面。用 CSS/SVG 绘制节点和连线，支持流动箭头、逐步出现、hover 高亮等动画效果。适合技术讲解、视频科普、PPT 配图场景。

Fast, read-only, index-first llm-wiki queries for OpenCode and compatible instruction-file harnesses.

Drive a specific named macOS app via raw input bypassing the Accessibility tree

Use when verified WordPress findings may combine into an authorized path to administrative or server control.

Adds a new LLM provider implementing LLMProvider interface with call() and stream() methods. Integrates with provider factory in src/llm/index.ts, config detection in src/llm/config.ts, and error…

Scaffold a one-command `dev-local` launcher for ANY codebase. Investigates the repo to find its services, ports, and infra dependencies, then generates a single `scripts/dev-local.sh`…

创建日历事项, 查询日程, 分析忙闲和空闲时间。

WCAG 2.2 Accessibility Audit skill that systematically evaluates web pages against 8 core Success Criteria (1.1.1, 1.4.3, 1.4.11, 2.1.1, 2.1.2, 2.4.3, 2.4.7, 4.1.2) using accessibility tree inspection…

Search DigiKey for electronic components and download datasheets — primary source for prototype orders and the preferred API method for fetching datasheets. Find parts by keyword or MPN, check…

Render a Claude-style prompt typing animation video by calling Remotion CLI against the remote site https://www.laosunwendao.com. Use when the user asks for "做一个 claude 的提示词打字机动画", "做 Claude 打字动画",…

论文点评（3 步流水线的第 2 步）。读取富化后的论文数据，扫描笔记库，生成有态度的推荐点评， 保存推荐文件到 Obsidian，更新 history；git 自动化默认关闭。 触发词："论文点评"、"跑一下论文点评"

INVOKE THIS SKILL when using subagents, task planning, or human approval in Deep Agents. Covers SubAgentMiddleware, TodoList for planning, and HITL interrupts.

Analyze Swift Package Manager dependencies, package plugins, module variants, and CI-oriented build overhead that slow Xcode builds. Use when a developer suspects packages, plugins, or dependency…

紫微斗数专业排盘与解盘技能。当用户提到紫微斗数、紫微排盘、紫微命盘、命宫、 十二宫、主星、四化、大限、流年、斗数格局、飞星、三方四正、紫微星、天机星、 太阳星、武曲星、天同星、廉贞星、天府星、太阴星、贪狼星、巨门星、天相星、 天梁星、七杀星、破军星等相关内容时触发此技能。也适用于用户想了解自己的命运、 性格、事业、婚姻、财运等，且明确要求或暗示使用紫微斗数体系的场景。包含完整的…