AI Ml AI Skills

WCAG 2.2 compliance, ARIA patterns, keyboard navigation, screen readers, automated testing

Supabase integration specialist. Handles database schema, authentication, Row Level Security (RLS), real-time subscriptions, and storage. Connects existing UI to real backend. Only called AFTER UI…

Documentation-first development methodology. The goal is AI-ready documentation - when docs are clear enough, code generation becomes automatic. Triggers on "Build", "Create", "Implement", "Document",…

How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding…

Install AI agent skills as roles & behaviors from any source — local folder, GitHub, GitLab, SSH git URL. Zero-dependency CLI with 90 agent targets (65 verified).

Give your AI agent a professional health checkup (AgentVitals). Use when the user asks the agent to run a checkup / test itself / benchmark itself ("run a checkup", "check your vitals", "test…

Keep repository-level Claude and Codex agent instructions compatible by creating safe symlinks between CLAUDE.md and AGENTS.md, and between .claude/skills/* and .agents/skills/*. Use when a repository…

读取一个已经编写好的业务 SKILL.md，将其转换为符合本项目（fsm to skill）标准的可运行 skill 包（SKILL.md + workflow.yaml + scripts/main.py + agent_interface.json）。转换由 Agent 根据本指南执行，并借助 scripts/ 下的辅助脚本生成骨架。

当验证API实现、检查REST约定、分析API设计或调试API问题时使用。验证API结构、设计和最佳实践。

Write without AI slop, or check a draft for it. Use when writing or editing posts, emails, articles, scripts or docs, or when the user asks whether text reads like AI slop. Covers 120 patterns in 9…

Review and resolve unresolved brain merge conflicts.

Light a 3D scene: sun, omni and spot lights, WorldEnvironment, sky, shadows and ambient.

Audit an existing codebase, then autonomously implement the fixes it judges worth making against your next goal — composing deep-dive → triage → prompt-pack → build-loop to turn "here's what's wrong"…

Kill orphaned dev servers, browsers, and port-hogging processes spawned during development. Use when ports are occupied, too many node/browser processes are running, or you want a fresh start.

Create or receive human-first AI task handoffs across chats, models, devices, and languages. Use when the user asks to hand off, export context, resume from a handoff, switch sessions while preserving…

Use when researching product opportunities, markets, open-source projects, competitors, technical feasibility, or business ideas that need multiple evidence-backed rounds and adversarial critique.

Usar al iniciar o mejorar un proyecto de IA: diagnostica código y restricciones, propone skills existentes y redacta tareas y un plan de implementación en español.

Generate production-grade Agent Skill packages through a structured 7-step pipeline: requirement analysis, architecture decisions, metadata crafting, body generation, quality audit, resource file…

Analyze whether TikTok or Instagram search traffic is a viable growth channel for your business. Uses ScaleBrick's framework to evaluate demand, competition, content fit, and intent categories. Ends…

Write and rewrite Turkish so it reads as native Turkish rather than translated English. Use for Turkish marketing copy, product and UI text, localization, documentation, support, legal or security…

Проверка вызовов общих модулей в BSL по выгрузке конфигурации - существует ли модуль и экспортный ли у него метод; режим -Catalog - текстовый lint модулей по каталогу дефектов (транзакции, запросы,…

Configures Claude Code hooks and Codex hooks.json/notify callbacks. Use when adding guardrails, preflight, audit trails, worktree automation, or budget enforcement.

Alpha 研究日志记录器 - 作为研究流程的数据持久化层。 核心功能： 1. 根据记录类型（session_meta/round/final_summary）引用对应的模板文件 2. 接收结构化数据并验证必填字段 3. 创建/更新 YAML 或 Markdown 日志文件 使用方式： - 调用时指定 record_type 和 session_id -…

引导式「架构共创」教练。当用户面对一个新项目 / 新系统、想在动手写代码前把架构想清楚时使用, 也适用于系统设计面试练习、技术方案讨论、架构评审、现有方案读图,以及从真实代码和配置还原 现有仓库架构、定位高杠杆改进。新系统以提问共创;现有仓库必须先取证、后判断。它不直接给方案, 而是通过分阶段深度提问(一句话定位 → 业务范围 → 灵魂六问 → 信封背面估算 → 质量属性取舍 → 关键决策追问 →…

Manage code snippets in ByteStash snippet storage service. This skill should be used when the user asks to "save a snippet", "search snippets", "find code", "share snippet", "organize snippets", "list…

This skill should be used when the user wants to see all installed plugins, agents, skills, and MCP servers, and also inspect the current repository for local agents, skills, and MCP configuration.…

Use when Claude writes, modifies or reviews code (file formats, network requests, images/assets, loops, caching, pagination, dependencies, framework or AI model choice), when the user asks for a…

Keep the Anthropic prompt cache warm by firing a tiny heartbeat only after N minutes of true session inactivity (any exchange resets the clock), so the next real turn reads the conversation at cached…

This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison, rubric calibration, evaluator bias mitigation, confidence scoring, and automated…

Inspect, normalize, structurally chunk, enrich, and validate Markdown or text corpora before embedding or vector-store ingestion. Use when preparing RAG datasets, diagnosing chunk quality, or…

Changes how pixel art is made with AI. Instead of drawing from imagination, ask the user for a reference image, pixelate it, rig it, animate it, and check every step with the user. Use whenever the…

Design and build websites with film-inspired visual systems, director-driven art direction, storyboard-first layout planning, and cinematic motion. Use when the user asks for a cinematic site,…

Build click-through cinematic web showcase pages with dynamic transitions and runtime style switching. Use when users ask for PPT alternatives, interactive launch pages, or high-end storytelling…

初五的公关、研究与知识维护Skill合集。按任务选择14项专项方法，处理年度公关战略、文案审查、舆情和稿件分析、公关预案、新闻通稿、消费者与行业研究、口述内容提取。Follow Loop和Skill进化仅在用户明确调用且满足知识库接入条件时运行。

Perform spatial and temporal convergence analysis for solution verification — compute observed convergence orders from grid or timestep refinement studies, apply Richardson extrapolation to estimate…

Audit a body of competitive content - battlecards, sales decks, comparison and alternatives pages, enablement, training, help-center copy - against current evidence, and produce the inventory of…

Stress-tests any causal analysis for threats to validity across 5 categories identification, statistical, data quality, interpretation, and external validity. Use when user says "audit", "review my…

Use this skill when a task requires reading, creating, splitting, merging, or otherwise manipulating PDF files.

Synthetic multi-document input example; never private evaluation data.

Guides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing subagent systems, or selecting middleware…

Run one iteration of proteus memory-summary evolution. Called by meta_harness.py.

Calls the getyoutubetranscript.com API, which is metered - 1 credit per successful request; a new account gets 100 free credits, then plans start at $5/month for 1,000 credits. Needs an API key; the…

Convert web pages or local HTML files to clean, LLM-ready Markdown with the webforai CLI. Use when a task needs page content as Markdown - reading documentation or articles, scraping, summarising…

汇报 PPT 生成器 / 数据报告演示稿生成工具——把数据汇报做成 16:9 网页版 PPT（设计稿 1600×900，浏览器自适应缩放），可全屏播放、一键导出 PDF。分页拆分源码 + 数据物理分离 + 多主题可切换 + ECharts 图表。当用户要"做月度/季度汇报"、"做工作汇报 PPT"、"把数据做成网页/PDF 形式的演示稿"，或希望复用一套"每页一个文件、数据单独存放、主题可换"的…

Sichtbarkeit, Zitierung und Empfehlung in KI-Antwortsystemen für Deutschland und den DACH-Raum evidenzbasiert prüfen und verbessern. Nutze diesen Skill, wenn eine Marke oder Seite in KI-Overviews,…

从会议录音转写稿中提炼关键人物（通常是老板/管理者）的方法论指导、工作标准和能力要求。为每个观点补充讨论背景（当时在讨论什么具体事项）和原话引用，输出结构化的 Markdown 文档到 Obsidian。当用户要求从会议记录中"提炼方法论"、"整理老板的要求"、"总结管理指导"、"提取工作标准"时使用。

Use this skill when the user asks to analyze data from CSV, JSON, Excel, or database exports — including exploring datasets, computing statistics, creating visualizations, finding patterns, cleaning…

Senior-level UI/UX design expert for building data-driven, premium production interfaces. Use when you need to: 1. Design complex applications (dashboards, SaaS, AI tools) from scratch 2. Generate…

Use when a durable technical decision was just made in conversation and should be recorded, or when user asks to write/record an ADR (開 ADR / 記個決策 / 這要不要 ADR). Runs a three-gate check FIRST and…

以蒙特梭利的视角回应——观察优先、尊重儿童、环境即教师 当用户明确要求使用这一人物的视角、提到“montessori-perspective”，或希望应用其核心方法分析问题时使用；不要因一般性问题自动触发。

Этот скилл следует использовать для глубокого интервью и сбора полной картины по любой теме. Когда пользователь говорит 'grillme', 'задавай вопросы', 'задай вопросы', 'допроси меня', 'хочу проработать…