This skill is the active planning surface for architecture moments in this repo. It provides a repeatable process for turning solution-shaping discussion into a concise draft plan, then refining that

Create and maintain llms.txt files for AI crawlers following the official specification. Use when setting up AI-friendly documentation indexes, creating machine-readable content maps, or helping websites become more discoverable by LLMs like ChatGPT, Perplexity, and Gemini.

Verifies that a PaperMiner change is ready to hand over by checking tests, lints, ripple effects, and documentation sync. Use before declaring a feature, refactor, or bug fix complete.

Provides React Native performance optimization guidelines for FPS, TTI, bundle size, memory leaks, re-renders, and animations. Applies to tasks involving Hermes optimization, JS thread blocking, bridge overhead, FlashList, native modules, or debugging jank and frame drops.

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Converts static HTML mockups (especially multi-section pages under docs/inputhtmls) into Next.js App Router pages or React section components for this portfolio. Maps Tailwind-style tokens from the mock (primary, background-light/dark, surface, glass-card, animations) to project CSS variables and existing utilities in src/app/globals.css. Use when the user references docs/inputhtmls/*.html, asks to port a section or full page from HTML, or to sync a Storybook-style HTML export with the live site.

Translates discovery and product design artifacts into implementation-ready backend specifications. Produces API contracts (OpenAPI), schema design, auth model, and integration point specs for human r

High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.

Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignment, or requiring speculative RL for maximum throughput.

Enforces API documentation using language-standard comments for public interfaces and generates Conventional Commits style messages when asked, clearly summarizing changes. Use when creating or modifying public classes/functions or when the user requests commit messages.

Создать подсистему 1С — XML-исходники из JSON-определения. Используй когда пользователь просит добавить подсистему (раздел) в конфигурацию

Gate 2 이후 프론트·백엔드 병렬 구현, 통합, 검증, 문서화까지 진행한다.

Perform cross-artifact consistency and quality analysis. Automatically

Gather phase context through adaptive questioning before planning. Use --auto to skip interactive questions (Claude picks recommended defaults). Use --chain for interactive disc...

Drives iterative development of the Pet Central trusted marketplace. Use when building features, improving UI/UX, implementing backend modules, testing, or completing any work described in docs/spec.md. Applies to all apps (web-consumer, web-vendor, web-admin, web-partner, web-kiosk), packages (ui, database, auth, etc.), and the api-gateway. Includes complete testing and validation with correction loops until the system is fully functional.

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Creates React components following RYLA patterns and file organization. Use when creating components, building UI, implementing features, or when the user mentions components, UI, or React.

Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs investor-facing documents, projections, use-of-funds tables, milestone plans, or materials that must stay internally consistent across multiple fundraising assets.

Blurs sensitive text (names, addresses, prices, emails, PII) in screenshot images with individual translucent blurs per text element. Use when the user asks to blur, redact, or hide sensitive data in a screenshot, or when adding screenshots that contain PII to documentation.

Design and implement Concept Encoder PyTorch modules safely. Use when sketching tensor shapes, writing or refactoring nn.Module code, checking memory or DDP behavior, choosing AMP or torch.compile patterns, or improving training-time performance and numerical stability. Not for experiment logging, changelog updates, or high-level research prioritization.

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Onboards agents to the RescueKit CLI/SDK with setup, env configuration, safety constraints, and core commands. Use when getting started, configuring Bun/Alchemy/RPCs, or planning scans, triage, or rescue flows.

需求分析与结构化专家。从多种来源（飞书 PRD 文档、手动输入、文件）分析业务需求，进行结构化分析（业务场景、功能点、交互流程、数据模型、技术实现），并生成可执行的 todolist。适用于：需要将业务需求转化为结构化分析文档的场景、需要生成开发 todolist 的场景、需要从 PRD 文档提取和分析需求的场景。

Update ryOS documentation by analyzing the codebase and syncing docs with current implementation. Use when updating docs, syncing documentation, or when docs are outdated.

Goal: build a skill that finds real vulnerabilities while minimizing false positives.

Verify an E2E test fix by running the test multiple times and checking code quality

当需要理解或扩展基础设施层（加载器、基类、路径、错误处理）等底层开发时使用。

Guides writing clear, well-structured technical documentation following Mintlify's best practices (Diátaxis framework, audience awareness, style/tone, navigation, SEO/AEO). Use when writing, reviewing, or improving documentation, guides, tutorials, API references, or any user-facing technical content.

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Profile app performance while browsing, collecting Web Vitals and React rerender data via react-scan. Orchestrates parallel profiler subagents via playwright-cli to capture navigation timing, long tasks, layout shifts, LCP, React commit counts, render bursts, and per-component render data. Use when profiling browsing performance, finding bottlenecks, diagnosing excessive rerenders, or auditing page performance.

Tailwind v4 + shadcn/ui

根据 proto 定义在 goddess、marksman、rabbit 中完成后端功能时，严格遵循本技能中的分层、命名和复用约定。

Maintain a development log (DEVLOG.md) at the project root. Use at the START and END of every coding session, after implementing features, fixing bugs, refactoring code, or making any meaningful code changes. Automatically triggered for all development tasks.

Use this skill when the task explicitly involves:

Reviews local git changes and generates a pull request summary following the project template. Use when the user asks to automate PR summary, generate PR description, fill PR template, or review local changes for a PR.

Implement new MCP tools in the deno-mcp-template project. Provides the exact file structure, type signatures, registration steps, and patterns for standard tools, sampling tools, form and URL elicitation, resource-backed tools, and notification tools. Use when adding a new tool, creating MCP tools, or asking how tools work in this project.

Add or modify tasks in Implementation Plan. Use when user proposes new requirements, changes priorities, or adjusts existing task scope.

Johnny Decimal + PARA organization

Create a new Vite plugin in the @taucad/vite package following project conventions and Vite 8 best practices. Use when adding a Vite plugin, creating dev server middleware, implementing build transforms, or extending Vite configuration for the Tau monorepo.

Activates whenever referencing backend routes in frontend components. Use when importing from @/actions or @/routes, calling Laravel routes from TypeScript, or working with Wayfinder route functions.

Sync .env from 1Password using env_var_mappings.

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'Stage files and create a conventional commit with a well-formed message.'

IHttpClientFactory patterns with Polly for retries, circuit breakers, timeouts, and resilient HTTP communication. Includes best practices for HTTP client configuration and error handling. Use when configuring resilient HTTP clients in ASP.NET Core, implementing retry policies with Polly, or setting up circuit breakers for external service calls.

Personalizes a fork of this Cloudflare multi-worker monorepo—worker names in wrangler, package names, README, and UI—so deploys and docs are not stuck on starter kit defaults. Use when the user created a repo from the template, wants to deploy their own app, or asks to rename workers, rebrand, or remove generic starter kit copy. Skip when developing the upstream starter kit (origin URL contains firtoz/cf-multiworker-starter-kit; canonical https://github.com/firtoz/cf-multiworker-starter-kit) unless the user explicitly asks.

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'Use when staging and committing code changes with conventional commit messages'

METAINFORMANT rules for directory scripts/ontology. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, no mocks.

Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean. Use when the user asks to simplify, declutter, reduce noise, remove elements, or make a UI cleaner and more focused.

METAINFORMANT rules for directory examples/templates. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, no mocks.