AI Ml AI Skills

Frontend-focused code review skill for React/TypeScript/Tailwind projects. Analyzes code quality, security vulnerabilities (XSS, CSRF), performance issues, accessibility (WCAG), React best practices,…

Review a pull request or branch for correctness, regressions, security, operational risk, and missing evidence. Use when a request asks to review a PR, review a diff, find real bugs, assess merge…

Create brand-safe content for athletes. Personal branding strategy, engagement optimization, crisis communication, sponsor integration.

Fetch content from Feishu (Lark) Wiki, Docs, Sheets, and Bitable. Automatically resolves Wiki URLs to real entities and converts content to Markdown.

Use this skill whenever the user wants visual learning for computer organization, data representation, two's complement, floating point, cache mapping, memory hierarchy, instruction format, CPU…

Extract license validation algorithms from decompiled .NET source and generate keygens. Supports common license libraries (Cryptlex, LimeLM, custom), serial format detection, and crypto parameter…

TRIGGER THIS when researching market salaries, building compensation strategies, creating salary bands, analyzing pay equity, conducting salary reviews, preparing compensation proposals, or ensuring…

扫描代码库，找出加深机会，把它们做成一份可视化的 HTML 报告呈上，然后就你选中的那一个展开盘问。

Analyze earnings call transcripts for sentiment, key themes, and management tone

Build a single self-contained `session_breakdown.json` capturing every fact a dashboard needs about one hyperloom optimization session. Use when the user mentions session-breakdown, kernel…

Use when user asks to create/design a big screen (大屏), full-screen data visualization, or says "创建大屏", "生成大屏", "新建大屏", "设计大屏", "做一个大屏", "BI大屏", "数据大屏", "可视化大屏", "监控大屏", "create big screen", "design…

审阅AI科幻章节正文。用于检查章内追读驱动、中段回报、章末钩子、人物传记一致性、公平推理、数据链、时间表达与作者管理编号出戏风险，并输出可落库、可回写的章节审阅报告。

Use when settling the contract of an API you expose, before implementation: resources/URLs, REST vs GraphQL, versioning, one RFC 9457 error envelope, pagination, idempotency — emitted as OpenAPI 3.1.…

Router skill for LLMQuant market-intelligence workflows. Use when the user needs macro views, market sentiment dashboards, or event probability signals.

Show and toggle Navigator features. Auto-invoke when user says "show features", "enable/disable feature", "my navigator settings", or "configure navigator".

创建完整宜搭应用，或补齐已有应用时使用。先确认核心功能和实际用法；Fast 直接搭建，Plan 先确认方案。由 yida-prd 和 yida-design 同时准备业务与基础视觉，校验后创建或复用资源；表单/流程先于自定义页面。页面 UI 按已确认设计实现，代码示例按需参考；前后台都规划菜单顺序与默认页面，发布后分别验收实际入口。

Judgment rules for user-facing text and docs: CLI and diagnostic output, error and help text, README and docs structure, code comments, titles, and generated reports, decks, or exports. Use when…

Use when an agent is asked to draft, rewrite, edit, review, polish, copyedit, simplify, humanize, or create written prose, including creative writing, essays, posts, scripts, speeches, emails,…

Attach to a running agent loop's live output stream

Query data from this vault. USE WHEN user asks about projects, clients, tasks, daily notes. Use grep to extract frontmatter - do NOT read full files.

Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides Python SDK examples.

Use when writing a trend-breakdown short gated by a triple-confirmed strong-bear regime — donchian short, structural breakdown, regime-gated trend follower, EMA-separation plus ADX plus N-bar return…

Manage Symfony configuration with .env files, parameters, secrets vault, and environment-specific settings

Graceful degradation and meaningful error messages. Errors are first-class citizens, not afterthoughts. Every error path is designed, not discovered.

Scaffold a feature narrative in an existing project layer with Design, Plan, Verify, and Conclusion sections. Use when: "create a new feature", "start work on feature", "scaffold feature doc",…

When the user wants to optimize, improve, or increase conversions on any marketing page or form — including homepage, landing pages, pricing pages, feature pages, lead capture forms, or contact forms.…

Generate a complete Semgrep rule bundle (rule.yml + tests.md + README.md) from a CVE description and a bad-code example. Picks an appropriate severity, infers the right CWE/OWASP mapping, and produces…

Medicines pipeline analysis over structured universes: Phase I-III assets with probability-of-success discipline (unadjusted peak x POS = modeled value; POS changes logged with reasons), trial…

End-to-end guidance for protein design pipelines. Use this skill when: (1) Starting a new protein design project, (2) Need step-by-step workflow guidance, (3) Understanding the full design pipeline,…

Expert system for reviewing utility patent applications against USPTO MPEP guidelines.

Wibi Style 官方视觉风格：把一张照片转换成暗夜红黑赛璐璐。轮廓清楚、适合戏剧性红黑光影的人物照片。适用于用户要求暗夜红黑赛璐璐，或明确调用 $dark-red-black-cel-shaded 时。

Display help for Claude MPM commands

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization.

Unofficial read-only Fidibo: search Persian ebooks and audiobooks, compare prices, free books. Use when the user asks about Fidibo (fidibo.com) or wants ebooks, audiobooks or printed books in Iran.

Analyze the current SharePoint document library in read-only mode and produce a structured summary of files, folders, file types, recent activity, naming issues, and organization recommendations. Use…

使用纳西姆·塔勒布式的尾部风险、利益共担、减法、林迪效应和杠铃策略分析不确定性。用于投资、商业、政策、职业、产品或个人决策中的出局风险、不可逆损失、脆弱性、代理问题、新旧方案比较和资源配置。

Extracts and summarizes content from PDF documents. Use when working with PDF files.

Use this skill when you need to read, inspect, or extract content from PDF files — especially when file content is NOT in your context and you need to read it from disk. Covers content inventory, text…

Create distinctive, production-grade frontend interfaces with top-tier product design and UI/UX quality. Use this skill when the user asks to build web components, pages, or applications. Combines…

Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.

OpenTelemetry in Python — SDK setup, declarative config, zero-code instrumentation (opentelemetry-instrument, opentelemetry-distro), contrib auto-instrumentation, manual API, performance tuning,…

Query the IUPHAR/BPS Guide to Pharmacology REST API for drug targets, ligands (drugs/compounds), and their interactions. Use whenever the user asks about pharmacological targets, receptor–ligand…

AI media generation: Flux, Sora, Runway, ElevenLabs TTS, and Whisper / Generasi media AI: Flux, Sora, Runway, ElevenLabs TTS, dan Whisper.

Use when building C# applications with .NET 8+, ASP.NET Core APIs, or Blazor web apps. Builds REST APIs using minimal or controller-based routing, configures database access with Entity Framework…

Find authoritative sources on the web (or via documentation MCP servers like Context7/DeepWiki), download or snapshot them when allowed, normalize them into clean Markdown, and stage them for the…

Maintain, verify, and release graincrawl, the local-first Granola archive CLI, including SQLite archive behavior, read-only Granola source boundaries, Homebrew tap packaging, and crawlkit-powered…

Research competitor positioning, ads, pricing, and market gaps

Add or enable a specific CometChat feature in an Android v6 app — receipts, typing, reactions, mentions, threads, search, polls, stickers, translation, link previews, AI smart replies / conversation…

Maintains Defold agent skills. Use when asked to update link lists in api-fetch/docs-fetch/examples-fetch skills, create or update proto file references, or fetch proto schemas.

MotionSurf 的核心论文解读规范。当用户要系统解读一篇计算机视觉/动作生成相关论文，或你正在构建任何 paper-read-* 入口 skill 时，优先使用这个 skill 作为统一分析标准。它定义论文应该如何被阅读、拆解、验证与写成研究笔记；它本身不负责联网搜论文，也不负责决定本地文件落盘位置。

Diagnose homelab connectivity, DNS, mesh, and ingress issues. Use this whenever the user reports that hosts or services are unreachable, DNS is not resolving, the NetBird mesh is flaky, a Cloudflare…