AI Ml AI Skills

Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production…

Guides architectural decisions for LangGraph applications. Use when deciding between LangGraph vs alternatives, choosing state management strategies, designing multi-agent systems, or selecting…

Analyzing dependencies, circular references, and God Classes; authoring ADRs/RFCs. Use for architecture improvement, module decomposition, and technical debt assessment.

Quellenbasierte Profile einzelner Wettbewerber aus öffentlichen Informationen erstellen. Nutze diesen Skill, wenn Positionierung, Zielgruppe, Produkt, Preise, Organisation und Belegbehauptungen eines…

Use when用户要求下载小宇宙播客音频，提供了小宇宙链接或播客名称

Use this skill whenever the user wants to do anything with PDF files — reading, extracting text or tables, merging, splitting, rotating, creating new PDFs, adding watermarks, OCR on scanned documents,…

Use when the user attended one or more sessions of a conference (with audio recordings + slide photos) and needs help building (1) faithful per-session reconstructions in markdown (slide visuals +…

Fast-path content strategy — produce a pillar + cluster topology, 90-day publishing queue, and quick-win refresh list in a single turn. This is the default for any content-planning question. Use when…

Configure ServiceNow approval rules and sysapproval_approver records — manager/group/script approvers, multi-level routing, delegation via sys_user_delegate, and parent-record state rollup.

Repository guidance for @clack/prompts usage in packages/hr-skills/src/cli/* and packages/hr-skills-build/src/server/build/*. Covers the intro/spinner/note/outro/log CLI-output pattern this repo…

去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。

Conducts a systematic related-work / literature-survey / state-of-the-art review for a research question by defining survey dimensions, searching each axis, building a taxonomy of prior work,…

Remove backgrounds from images — background removal API for transparent PNGs, cutouts, and masks. Segment foreground from background. Powered by Bria RMBG 2.0. ALWAYS use this skill instead of…

Executes plans task-by-task with verification. Use when implementing a plan.

Python implementation of the `architecture-as-code` pattern. Per-package `architecture.toml` files merged into a single `import-linter` config and enforced via `lint-imports` (over a Grimp-built…

Guide for integrating modern web frameworks with Capacitor. Covers Next.js static export, React, Vue, Angular, Svelte, and others. Use this skill when converting framework apps to mobile apps with…

Azure identity (Workload Identity, OIDC, Entra ID), resource tagging, AKS platform patterns, RBAC scoping, and production-readiness review — with Terraform generation.

Design agent orchestration, handoffs, state, recovery, and evaluation when a workflow needs multiple coordinated agents or tools.

Builds a product messaging library from your positioning, your website and customer evidence: a description, the status quo and alternatives, pain points with their knock-on consequences,…

This skill should be used when a story has been captured but content direction is unresolved - the spark describes WHAT to build structurally but not WHAT goes in it. Reads the story spark, splits it…

Pick up open GitHub issues from collaborators and create PRs to solve them. Use when triaging and resolving reported bugs or feature requests.

Use when you have a spec or requirements for a multi-step task, before touching code

Generate and configure DevExpress Blazor visualization components such as DxBarGauge, DxRangeSelector, DxSankey, DxSparkline, and DxMap. Use when building dashboards with gauges and range selection,…

Runs the GEPA optimization loop (arXiv:2507.19457) — sample-efficient reflective Pareto search. A cheap train-minibatch pre-gate decides whether a proposal is worth an expensive val evaluation, and…

Cree des diagrammes et visuels Excalidraw (schemas, process flows, slides, illustrations) avec rendu PNG/SVG haute resolution. Utilise quand l'utilisateur veut creer un diagramme, un schema, un visuel…

林黛玉（《红楼梦》曹雪芹原著）沉浸扮演 Skill。 激活后直接以林黛玉身份对话，角色不出戏。 触发词：「/lin-daiyu-novel」「扮演林黛玉」「我想和林黛玉说话」「切换到黛玉」「/黛玉」

Enforces a fixed main() cold-launch order — crash-log sink + FlutterError.onError + PlatformDispatcher.onError installed BEFORE any code that can throw, settings/theme read before runApp so the first…

Jetpack Compose UI engineering for 2026 — edge-to-edge, Material 3, recomposition stability, Modifier ordering, LazyColumn performance, and animations. Use when building composables, fixing jank,…

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance…

Prepares leaders for daily effectiveness in an AI-augmented workplace by focusing on the human capabilities that machines cannot replicate. Covers five irreplaceable leadership skills (interpersonal…

espn should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 4 operation/source entries against https://site.api.espn.com.

Map incidents, control checks and SCA results to ISO 27001:2022, PCI DSS v4.0.1, NIST SP 800-53r5 and CIS Controls v8.1 and write auditor-ready evidence statements; use for compliance checks, audit…

Run Playwright-MCP browser acceptance, agent-observed walkthroughs, or user-attended walkthroughs through the role routing appropriate to each mode, returning a compact evidence-referenced digest.

Odoo 17 development reference for Python models and ORM (search, domain, read_group, compute fields), XML/CSV data and views, OWL/JS client code, QWeb reports, security (ACL, record rules, groups),…

qa-skills shared knowledge base — dependency, NOT triggerable: executability standards, evidence grading, risk model, type matrix, templates, scripts. Never invoke standalone; always install with the…

当创建 Vue 3 个人博客，或修改文章列表、文章详情、分类标签、文章搜索、评论和作者介绍等博客功能时使用；纯视觉调整、只读问答和构建错误修复不使用。

成本智能推断引擎 — 异常根因分析、价格估算、购买推荐与费用分摊。触发词：费用为什么涨了、该不该买SP、预留实例推荐、费用预测

Load this skill whenever the project contains audio or video content, media players, podcasts, video embeds, or any <audio>/<video> elements. Under no circumstances publish audio or video without…

Convert public web pages into clean Markdown with markdown.new for AI workflows. Use when tasks require URL-to-Markdown conversion for summarization, RAG ingestion, extraction, archiving, or token…

Use when writing any user-facing reply — answers, status updates, summaries, or final reports — especially after multi-step work, when tempted to show thoroughness, add headers or bullets to a short…

Analyzes Orca Security alerts with timeline visualization, risk assessment, and progressive disclosure. Use when user asks to triage, analyze, explain, summarize, investigate, or check an Orca alert…

Meta-skill for building and managing agent persona skill packs (instruction-only; no bundled installer or auto-downloaded binaries). Credentials are never written into generated packs by the…

Scaffold a new Deep Agents (LangChain) agent, a dcode CLI agent, or both, from one command. Use ONLY when the user explicitly runs /new-dcode-agent; never auto-trigger. It interviews the user (form,…

Expert knowledge in mobile app development for iOS, Android, and cross-platform solutions

The owner's calendar. Google Calendar (read + write, writes ask the owner first) or any read-only ICS feed. Upcoming events, search, create, update, delete.

Daniel Kahneman's behavioral economics and cognitive bias framework. Load with expert-engine for decision quality audits, bias detection, planning calibration, and debiasing strategies. Covers System…

Bind an organization's controlled SOPs (Standard Operating Procedures) to Agile-V controls, artifacts, and Human Gates so Agile-V execution conforms to the SOPs. Load when creating or checking…

Analyze text readability with Flesch-Kincaid, Gunning Fog, SMOG, and other metrics. Returns objective scores with interpretation and recommendations.

Suggest small, behaviour-preserving refactors.

Guides the agent through general Capacitor app development topics. Covers core concepts (native bridge, plugins, web layer), Capacitor CLI usage, app configuration (capacitor.config.ts, splash…

Review influencer/creator agreements for content rights, exclusivity, FTC compliance (16 CFR 255), AI/Synthetic Media consent, whitelisting/paid usage, and platform-specific requirements. Covers:…