Coding / 软件开发

Convert Claude Code session transcripts to searchable markdown files for qmd indexing

API pagination patterns. Offset-based, cursor-based, keyset pagination. Filtering, sorting, and page metadata. REST and GraphQL pagination implementations. USE WHEN: user mentions "pagination", "paginate", "cursor", "offset", "page size", "next page", "infinite scroll API", "list endpoint" DO NOT U…

Bootstrap a new .NET project with full SDLC agent suite, copilot instructions, CI/CD pipeline, and documentation structure. Use when setting up a new project or adding SDLC automation to an existing .NET repo.

Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI. Provides project context, component docs, and usage examples. Applies when working with shadcn/ui, component registries, presets, --preset codes, or any project with a components.json file. Als…

Parallel autonomous ML research agents with a Director, git worktrees for per-agent experiment branches, a Skills library for validated technique reuse, a Synthesizer that distills collective knowledge overnight, and circadian rhythm (leisure 03:00–06:00 for paper reading and creative thinking). Us…

IM bridge for AI coding tools — chat with Claude Code / Codex from Telegram, Discord, or Feishu. Approve permissions, get streaming responses, manage sessions from your phone. Use for: starting IM bridge, configuring IM platforms, checking status, diagnosing issues. Trigger phrases: "tlive", "IM br…

Full creator-program lifecycle for SkyyRose — from discovery profiling and personalized outreach (DM <150 words + email with subject) through a 3-touch follow-up sequence (day 0 / day 5 / day 15, hard stop), compensation tiers (nano gifting+affiliate through macro flat+usage), collab agreement outl…

Persistent AI memory backend with semantic search and knowledge graph. Stores episodic, semantic, and procedural memories in a local SQLite database and retrieves the most relevant ones using vector similarity and graph traversal. Use when you need to remember information across sessions, recall pa…

Guides Spring Boot version migrations: 2.7.x to 3.5.x, 3.5.x to 4.x, and minor upgrades within 4.x. Covers Java/Kotlin baseline upgrades, Jakarta EE namespace (javax to jakarta), Hibernate 5/6/7, Spring Security 5/6/7, modular starters, Jackson 3, Spring Framework 7, observability (Micrometer Traci…

Resumes a stalled task by resetting its remediation loop counter and relaunching a `code` agent. A task becomes `stalled` when the code skill exhausts its loop budget (default 10 iterations) without satisfying all Definition of Done criteria. This skill shows the user the last failing criteria, let…

Run the guarded repository sync ritual; pre-commit hooks enforce lint/test automatically.

Benchmark an optimization (PR or branch) on a Device Farm device via the vlm-benchmark framework — baseline vs optimized, quality-regression-aware.

Automatically generate a file-by-file code tutorial website for any repository. Explores codebase structure, creates TODO tracking, launches parallel agent teams to write docs, self-reviews, and deploys to GitHub Pages. Use when user says "write a tutorial for this project", "explain this codebase"…

Add a Civilization-style ceremonial quote when a substantial task is truly complete. Use this whenever the user or agent is wrapping up a real deliverable such as a feature, refactor, analysis, design doc, process change, report, or writing task, even if they do not explicitly ask for a quote; skip…

Upgrade all Ruby gem dependencies to their latest versions with release note review and codebase alignment checks. Use this skill whenever the user asks to update, upgrade, or bump dependencies, gems, or packages — even casually like 'update my gems' or 'are my deps up to date?'

Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns.

Invert assumptions to discover blind spots and alternative possibilities. What if the opposite were true?

Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.

Advanced Markdown and MDX processing for technical documentation. Parse, validate, lint, and transform Markdown content with support for MDX components, front matter, and remark/rehype plugins.

PHP 8.3+ development specialist covering Laravel 11, Symfony 7, Eloquent ORM, and modern PHP patterns. Use when developing PHP APIs, web applications, or Laravel/Symfony projects.

Senior videogame and software developer skill for JW Quiz. Use when: implementing gameplay mechanics, designing progression systems, writing WinForms code, refactoring story engines, creating data-driven UI, reviewing architecture decisions, adding new features to the quiz engine, or evaluating tec…

长期目标续推 skill，支持多 thread 并行。设置一个跨多轮对话的目标（写代码、写文章、做迁移、跑实验等任何任务），自动续推直到完成或被 ESC 中断。当用户输入 /goal、或描述一个需要持续多轮才能完成的目标（"把所有 X 改成 Y"、"重构 Z 直到测试全过"、"批量生成 N 篇文章直到达标"、"持续优化直到 ..."）时使用。基于 OpenAI Codex CLI 的 /goal 机制移植，核心是 completion audit 防过早完成 + 用 /loop 自动续推 + thread 隔离。

You have a task that would benefit from running in a separate isolated Claude Code session — either because it is long-running and you do not want it to consume your context window, or because you want multiple pieces of work running in parallel that each require a full Claude Code session with its…

Use this when working in the guided-experience-service repository and the user wants to run all unit tests and integration tests in parallel. Prefer 2 parallel workers when subagents are explicitly authorized: one worker for the unit suite and one worker for the integration suite, each using 10 pyt…

Use when generating, reviewing, refactoring, or planning code in polyglot repositories and you need senior-engineer guidance for language choice, architecture, testing, security, performance, dependencies, concurrency, CPU/GPU use, release safety, and LLM coding guardrails.

Deploys and manages Laravel applications on Laravel Cloud using the `cloud` CLI. Use when the user wants to deploy an app, ship to cloud, create/manage environments, databases, caches, domains, instances, background processes, check billing/usage/spend, or any Laravel Cloud infrastructure. Triggers…

Retrieve the input specifications and values that were provided when a job was executed. Shows what parameters were used to run the process. Use for debugging, reproducing results, or auditing job submissions.

Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivity (signals, linkedSignal, resource), forms, dependency injection, routing, SSR, accessibility (ARIA), animations, styling (component styles, Tailwin…

Create complete Claude Code workflow directories with curated skills. Use when user wants to (1) create a new workflow for specific use case (media creator, developer, marketer, etc.), (2) set up a Claude Code project with pre-configured skills, (3) download and organize skills from GitHub reposito…

Identifies and fixes performance bottlenecks in code, databases, and APIs. Measures before and after to prove improvements.