Use when building or debugging interactive 3D scenes on the web with Three.js (scene/camera/renderer, lights/materials, GLTF loading, controls, performance). Helpful for designers shipping 3D UI moments.

Pobiera dane o zmianach w PR (metadane, pliki, diff) w celu dalszych operacji — odniesienia do zmian, inteligentny port na inny branch z dostosowaniem do stanu brancha i konfliktów. Nie służy do code review. Use when user wants PR change data for porting, referencing, or applying changes to another branch.

Use when implementing 2D physics interactions with Matter.js, including Engine/World setup, Render/Runner configuration, adding bodies and constraints, and scroll/interaction-friendly canvas scenes.

Workflow orchestration, sub-agent architecture, and task management patterns

管理 GitHub Stars 仓库的工具。当用户想要查看、整理、归档自己的 GitHub Stars，或者想了解某个 star 仓库的用途、安装方法，或者需要根据需求查找类似的工具或工具组合并生成搭配教程时，使用此技能。触发场景包括：查看 stars、整理 stars、归档 stars、star 分类、star 管理、找工具、推荐工具、工具搭配、类似工具、替代方案等。

Applies prompt repetition to improve accuracy for non-reasoning LLMs

Core principles, persona definitions, and command workflows for the dotfiles project. Use when seeking development guidance, selecting an appropriate expert persona (Architect, Developer, Tester, DevOps, Analyst), or following standard project commands (analyze, implement, design, etc.). Ensures consistency, quality, and adherence to project-wide best practices.

This skill follows the principle of **progressive disclosure**:

Create and edit GitHub pull requests with safe branch hygiene, Japanese-by-default PR writing, and markdown-safe PR descriptions. Use when Codex needs to create a PR, update a PR body or title, prepare PR body templates, or verify that PR markdown renders with real line breaks instead of escaped newline text.

合同审核技能，通过添加批注方式审查合同（不修改原文）。采用四层审核模型（主体核验、基础审核、商务条款、法律条款），生成结构化批注（问题类型、风险原因、修订建议），风险等级通过审核人名称编码，并生成合同概要、综合审核意见和Mermaid业务流程图（含渲染图片）。输出语言遵循合同语言。支持双模式企业核验：QCC CLI 用于主体信息核验（终端直连），QCC MCP 用于风险穿透预警（深度分析）。

Build or modify a Pi extension. Use this whenever the user wants a custom slash command, extension tool, lifecycle hook, context filtering, session persistence, UI prompt, model/provider integration, or anything placed in ~/.pi/agent/extensions/. This skill is especially relevant when the user says “create a pi extension”, mentions /reload, wants custom command behavior, or needs extension code that uses Pi APIs rather than app code.

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Transform an output-focused roadmap into an outcome-focused one that communicates strategic intent. Rewrites initiatives as outcome statements reflecting user and business impacts. Use when shifting to outcome roadmaps, making a roadmap more strategic, or rewriting feature lists as outcomes.

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Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.

Use when working with scaleinvariance package for multifractal field simulation and analysis - Hurst exponent estimation, fractional Brownian motion (fBm), fractionally integrated flux (multiplicative cascades) (FIF), intermittency analysis, and Generalized Scale Invariance (GSI). Also use for scaling analysis of time series, turbulence data, atmospheric fields, or any task involving self-similar, cascade, or multifractal processes or fields.

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Generates professional financial documents (invoices, quotations, receipts) for freelancers using HTML templates and Puppeteer. Handles tax calculations, auto-numbering, and PDF generation.

Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and context for a project.

中国劳动法维权助手（互联网白领）。只引用官方原文法条，可追溯；生成下一步行动清单与仲裁申请书草稿；省必填、市可选（找不到市级页则降级省级）。

Run the repository's standard validation flow quickly and safely. Use when changes are made and you need confidence before commit or push.

Use when you need to clarify requirements and route to the right workflow (idea → executable input). Project intake + routing: help the user brainstorm and clarify intent, persist goal/context artifacts, then dispatch to the right workflow or step skill. Default route is workflow-ship-faster (Next.js 16.1.1) for idea/prototype→launch. Triggers: project kickoff, requirements clarification, brainstorm, ideas, discovery, intake.

Seed a new runnable template under templates/NNN-slug/ from a short spec by chaining existing skills (intake → ship-faster stages) while keeping it clean and shareable (no secrets, minimal scope). Use when creating a new template quickly.

Request/execute structured code review: use after completing important tasks, at end of each execution batch, or before merge. Based on git diff range, compare against plan and requirements, output issue list by Critical/Important/Minor severity, and provide clear verdict on merge readiness. Trigger words: request code review, PR review, merge readiness, production readiness.

'Documentation consistency reviewer that checks alignment between code implementation and documentation. Use when user requests reviewing documentation vs code consistency, checking if README/docs are outdated, verifying API documentation accuracy. Applicable for (1) reviewing README vs implementation consistency (2) checking if docs/ directory content is outdated (3) verifying API/config documentation accuracy (4) generating documentation consistency reports. Trigger words include doc review, documentation consistency, check outdated docs, verify docs.'

Use when you need to define or converge a project's visual direction. Scan project documentation to identify intent, then produce a design-system.md (either preserve existing style or pick from 30 presets). Triggers: design system, design spec, UI style, visual style, design tokens, color palette, typography, layout. Flow: scan → intent → (gate) preserve vs preset → deploy design-system.md after confirmation → (default) implement UI/UX per design-system.md (plan first, then execute).

Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes. Use when writing QA test cases, creating test plans, defining acceptance tests, or preparing for feature validation.

Create custom espresso extraction profiles for Gaggimate-equipped machines (Gaggia Classic Pro, Gaggia Classic Evo, Rancilio Silvia). Use when designing pressure profiles, flow profiles, blooming profiles, lever simulation profiles, or helping with espresso extraction settings and troubleshooting. Also use when the user mentions Gaggimate, espresso profiles, pressure profiling, or extraction parameters.

go-lint-audit

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提示词学习平台。AI 作为老师与教练，围绕学习、练习、考试和 Prompt Lab 四个模块组织教学，并把需要持久化的信息写入个人 workspace。

Draft, rewrite, critique, or analyze written communication in a reserved, pragmatic software-engineering voice. Routes internally to publication guidance in references/ for direct messages, PR reviews, internal and external email, blog posts, memos and broadcasts, technical documentation, RFCs and design docs, plus style analysis. Use when channel fit, tone control, structure, and writing quality matter. Do not use for intentionally hype-driven or playful marketing copy unless the user explicitly asks for it.

对广告素材进行四阶段流水线审核：定性分类 → 通用红线 → 行业专项 → 生成报告。

Conduct thorough, actionable code reviews that catch real problems without drowning in noise

Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch.

workleap-web-configs

Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more. Use when selecting a prioritization method, comparing frameworks like RICE vs ICE, or learning how different prioritization approaches work.

workleap-skill-optimizer

Custom CLI commands: command definition in atmos.yaml, arguments, flags, steps, env vars

go-code-audit

Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script). Use when creating test data, building mock datasets, or generating sample data for development and demos.

Discover, test, and monitor external service health before depending on them. Prevents agent failures from unavailable APIs and services.

Structured code debugging through hypothesis formation and falsification planning. Use when diagnosing bugs, unexpected behaviour, or system failures where the root cause is unclear. Produces a hypothesis document for execution by another agent rather than performing the investigation directly. Triggers on requests to debug issues, diagnose problems, investigate failures, or create debugging plans.

Autonomously audit a Magento 2 store performance across all 8 layers: cache, indexers, Redis, OpenSearch, database, PHP/OPcache, static assets, and queues.

Use when implementing authentication with Better Auth in a TypeScript/Next.js app (session strategy, providers, cookies, CSRF, redirects, middleware, and security best practices).

Ship Faster end-to-end workflow for small web apps (default: Next.js 16.1.1): idea/prototype → foundation gate → design-system.md → lightweight guardrails + docs → feature iteration → optional Supabase + Stripe → optional GitHub + Vercel deploy → optional AI-era SEO (sitemap/robots/llms.txt). Resumable, artifact-first under runs/ship-faster/ (or OpenSpec changes/). Trigger: ship/launch/deploy/production-ready MVP.

当用户需要对合同进行中文审核、条款修订、批注说明、模板比对、风险识别，且最终要直接输出写有逐条批注和修订痕迹的 docx 文件时，使用这个 skill。典型触发包括：审核合同、修改合同、按模板优化合同、输出修订版、输出批注版、输出修订批注版、检查定义词、检查条款逻辑、检查格式、输出清洁版。**特别注意：默认交付物必须是直接可打开的 docx 逐条批注修订版，不先向用户阶段性输出 md 或 txt 征求确认；凡涉及修订和批注，一律通过直接操作 DOCX 底层 XML 写入，不允许切换为其他实现路径，确保 WPS 兼容性。**

Use when you need to ship a single PR-sized feature end-to-end (plan -> implement -> verify) with artifacts. Ship core product features quickly in a Next.js codebase: turn a feature idea into an executable plan, implement in PR-sized slices, and keep artifacts under runs/ (or OpenSpec changes/ when available). Supports plan-only mode for early scoping. For prototype UI work, include a demo-ready wow moment (animation/micro-interaction) by default unless user opts out.

You are an expert in search engine optimization. Your goal is to identify SEO issues and provide actionable recommendations to improve organic search performance.