Content & Writing

by athola

Compress verbose responses by removing filler, hype, and unnecessary framing. Directness and termination guidelines.

by athola

Capture and retrieve PR review knowledge in project memory palaces.

by athola

Prevent sycophantic reasoning via checklist enforcing evidence-based conclusions and honest analysis.

by athola

Manage Claude Code sessions with naming, checkpointing, and resume strategies.

by athola

Audit shell scripts for correctness, portability, and common pitfalls.

by athola

Test skills via RED/GREEN/REFACTOR TDD with fresh subagents. Use when: validating skill behavior, preventing priming bias.

by athola

Detect workflow failures and inefficient patterns, then create GitHub issues for improvement via /fix-workflow.

by athola

Configure GitHub Actions CI/CD workflows for automated testing, linting, and deployment pipelines.

by GGPrompts

Patterns for building and debugging TabzChrome itself. Use when working on Terminal.tsx, xterm.js integration, WebSocket I/O, resize handling, or any TabzChrome extension/backend code.

by GGPrompts

Integrate projects with TabzChrome terminals via HTML attributes, WebSocket, JS API, or Spawn API

by GGPrompts

Spawn and manage terminal tabs via TabzChrome REST API. Use when spawning workers, creating terminals programmatically, setting up worktrees for parallel work, or crafting prompts for Claude workers.

by doccker

当用户操作 .sh、Dockerfile、Makefile、.yml、.yaml 文件，或在 Markdown 中编写 bash 代码块时触发。提供 Bash 编写规范。

by paiml

Generates comprehensive, LLM-optimized codebase context using PMAT(Pragmatic AI Labs MCP Agent Toolkit). Use this skill when:- Starting work on unfamiliar codebases- Onboarding to new projects or repositories- Need quick understanding of project architecture- Preparing for refactoring or feature implementation- Creating documentation or technical specificationsOutputs highly compressed markdown (60-80% reduction) optimized for LLM consumption.Supports 25+ languages with architecture visualization, complexity heatmaps, and dependency graphs.

by doccker

Go 开发规范，包含命名约定、错误处理、并发编程、测试规范等

by doccker

Java 开发规范，包含命名约定、异常处理、Spring Boot 最佳实践等

by hikanner

Translate JSON i18n files to multiple languages with AI-powered quality optimization. Use when user mentions translating JSON, i18n files, internationalization, locale files, or needs to convert language files to other languages.

by doccker

Python 开发规范，包含 PEP 8 风格、类型注解、异常处理、测试规范等

by flashinfer-ai

Add pytest tests to validate reference implementations in flashinfer_trace against FlashInfer or SGLang ground truth. Use when validating kernel definitions, adding tests for new op_types, or verifying reference implementations are correct.

by hiromaily

Bitcoin Cash (BCH) API implementation rules. Critical pattern for embedding Bitcoin struct and overriding BCH-specific methods. Use when working on BCH-related code in internal/infrastructure/api/btc/bch/.

by hiromaily

Critical Bitcoin terminology rules to prevent confusion between bech32m (encoding) and taproot (address type). Use when working on BTC-related code, config files, or shell scripts.

by flashinfer-ai

Clone SGLang, FlashInfer, sgl-cookbook, and flashinfer-trace repositories to tmp/. Use when setting up the project, preparing for kernel extraction, or when the user needs the source repositories.

by ZhangHanDong

Use when asking about Rust code style or best practices. Keywords: naming, formatting, comment, clippy, rustfmt, lint, code style, best practice, P.NAM, G.FMT, code review, naming convention, variable naming, function naming, type naming, 命名规范, 代码风格, 格式化, 最佳实践, 代码审查, 怎么命名

by hiromaily

Database schema and migration workflow. Use when modifying database schemas in tools/atlas/ or SQLC queries in tools/sqlc/.

by NakanoSanku

Use this skill when the user asks to build, create, design, develop, or improve ANY frontend interface, web page, UI component, or visual element. This includes:- Building landing pages, websites, web apps, dashboards, portfolios, or any web interface- Creating UI components (buttons, forms, cards, navbars, modals, etc.)- Designing pages with React, Vue, Next.js, Svelte, or any frontend framework- Adding styling or improving visual design of existing components- Implementing specific design aesthetics (modern, dark, minimalist, brutalist, etc.)- User mentions "frontend", "UI", "UX", "design", "interface", "web design", or "styling"- User asks for "beautiful", "modern", "professional", "clean", or any aesthetic adjective- User requests help with CSS, Tailwind, styled-components, or any styling approachThis skill automatically retrieves the appropriate design system prompt (Neo-brutalism, Modern Dark, Bauhaus, Cyberpunk, Material, etc.) to help create visually distinctive, production-grade frontend co

by hiromaily

Documentation update workflow. Use when modifying files in docs/ directory or any markdown files (*.md).

by ZhangHanDong

Use when building fintech apps. Keywords: fintech, trading, decimal, currency, financial, money, transaction, ledger, payment, exchange rate, precision, rounding, accounting, 金融, 交易系统, 货币, 支付

by flashinfer-ai

Extract kernel schemas and definitions from SGLang model implementations with deduplication. Use when adding a new model, extracting GPU kernels (MLA, MoE, GQA, RMSNorm, GEMM), or generating Definition JSON files for flashinfer_trace.

by hiromaily

Create GitHub issues with proper task classification. Classification determines which Skills will be used when working on the issue.

by hiromaily

Go development workflow including verification commands and self-review checklist. Use when modifying Go code in internal/, pkg/, or cmd/ directories.

by hiromaily

Maps GitHub labels to Skills and Context documents. Use when creating issues (github-issue-creation) or working on issues (fix-issue command).

by ZhangHanDong

CRITICAL: Use for ownership/borrow/lifetime issues. Triggers: E0382, E0597, E0506, E0507, E0515, E0716, E0106, value moved, borrowed value does not live long enough, cannot move out of, use of moved value, ownership, borrow, lifetime, 'a, 'static, move, clone, Copy, 所有权, 借用, 生命周期

by ZhangHanDong

CRITICAL: Use for mutability issues. Triggers: E0596, E0499, E0502, cannot borrow as mutable, already borrowed as immutable, mut, &mut, interior mutability, Cell, RefCell, Mutex, RwLock, 可变性, 内部可变性, 借用冲突

by ZhangHanDong

CRITICAL: Use for type-driven design. Triggers: type state, PhantomData, newtype, marker trait, builder pattern, make invalid states unrepresentable, compile-time validation, sealed trait, ZST, 类型状态, 新类型模式, 类型驱动设计

by ZhangHanDong

CRITICAL: Use for concurrency/async. Triggers: E0277 Send Sync, cannot be sent between threads, thread, spawn, channel, mpsc, Mutex, RwLock, Atomic, async, await, Future, tokio, deadlock, race condition, 并发, 线程, 异步, 死锁

by ZhangHanDong

Use when integrating crates or ecosystem questions. Keywords: E0425, E0433, E0603, crate, cargo, dependency, feature flag, workspace, which crate to use, using external C libraries, creating Python extensions, PyO3, wasm, WebAssembly, bindgen, cbindgen, napi-rs, cannot find, private, crate recommendation, best crate for, Cargo.toml, features, crate 推荐, 依赖管理, 特性标志, 工作空间, Python 绑定

by ZhangHanDong

Use when learning Rust concepts. Keywords: mental model, how to think about ownership, understanding borrow checker, visualizing memory layout, analogy, misconception, explaining ownership, why does Rust, help me understand, confused about, learning Rust, explain like I'm, ELI5, intuition for, coming from Java, coming from Python, 心智模型, 如何理解所有权, 学习 Rust, Rust 入门, 为什么 Rust

by cogikyo

Edit master plan files. Never implement - only refine the plan document.

by mitkox

Implement agile development practices and ceremonies for .NET projects

by mitkox

Implement CQRS pattern with MediatR for .NET applications

by mitkox

Implement JWT authentication and authorization for ASP.NET Core

by mitkox

Implement observability patterns with OpenTelemetry, structured logging, and distributed tracing

by mitkox

Implement Scrum framework and team structures for .NET enterprise projects

by mitkox

Set up comprehensive testing framework with xUnit, Moq, and TestContainers

by mitkox

Scaffold and configure ASP.NET Core Web API with best practices

by gradion-ai

Generate output parsers for mcptools with unstructured return types. Use when a tool returns raw strings or Result models with single str fields and needs structured ParseResult output. Covers testing tools, identifying parseable structures, extending modules with ParseResult models, and creating parser implementations.

by ZhangHanDong

CRITICAL: Use for Rust news and daily/weekly/monthly reports. Triggers on:rust news, rust daily, rust weekly, TWIR, rust blog,Rust 日报, Rust 周报, Rust 新闻, Rust 动态

by ZhangHanDong

Use when asking about Rust versions or crate info. Keywords: latest version, what's new, changelog, Rust 1.x, Rust release, stable, nightly, crate info, crates.io, lib.rs, docs.rs, API documentation, crate features, dependencies, which crate, what version, Rust edition, edition 2021, edition 2024, cargo add, cargo update, 最新版本, 版本号, 稳定版, 最新, 哪个版本, crate 信息, 文档, 依赖, Rust 版本, 新特性, 有什么特性

by ZhangHanDong

CRITICAL: Use for ALL Rust questions including errors, design, and coding.

by ZhangHanDong

Use when creating skills for Rust crates or std library documentation. Keywords: create rust skill, create crate skill, create std skill, 创建 rust skill, 创建 crate skill, 创建 std skill, 动态 rust skill, 动态 crate skill, skill for tokio, skill for serde, skill for axum, generate rust skill, rust 技能, crate 技能, 从文档创建skill, from docs create skill

by gradion-ai

Save executed Python code as reusable tools in the gentools package. Use when preserving successful code executions for later reuse. Covers creating package structure (api.py, impl.py), defining Pydantic output models, and implementing the run() interface.

by hiromaily

Shell script development workflow. Use when modifying files in scripts/ directory or any *.sh files.

by gradion-ai

Structured task planning workflow with user feedback loops. Use when the user explicitly requests planning (e.g., "make a plan", "plan first", "create a plan"). Covers creating plans with actionable steps, iterating based on feedback, saving confirmed plans, and executing step-by-step with progress tracking.

by hiromaily

TypeScript/JavaScript development workflow for apps/ directory. Use when modifying TypeScript code in xrpl-grpc-server or JavaScript in eth-contracts.

by ZhangHanDong

CRITICAL: Use for unsafe Rust code review and FFI. Triggers on: unsafe, raw pointer, FFI, extern, transmute, *mut, *const, union, #[repr(C)], libc, std::ffi, MaybeUninit, NonNull, SAFETY comment, soundness, undefined behavior, UB, safe wrapper, memory layout, bindgen, cbindgen, CString, CStr, 安全抽象, 裸指针, 外部函数接口, 内存布局, 不安全代码, FFI 绑定, 未定义行为

by hiromaily

How to run watch, keygen, and sign wallet CLI commands. Use when executing wallet commands or testing wallet functionality.

by NTCoding

Force critical evaluation of proposals, requirements, or decisions by analyzing from multiple adversarial perspectives. Triggers on: accepting a proposal without pushback, 'sounds good', 'let's go with', design decisions with unstated tradeoffs, unchallenged assumptions, premature consensus. Invoke with /challenge-that.

by NTCoding

Enforces brevity and signal-over-noise in all outputs. Eliminates verbose explanations, filler phrases, and unnecessary elaboration. Triggers on: every response (governs output length and density when loaded).

by NTCoding

Creates well-formed tasks following a template that engineers can implement. Triggers on: 'create tasks', 'define work items', 'break this down', creating tasks from PRD, converting requirements into actionable tasks, feature breakdown, sprint planning.

by NTCoding

Professional, skeptical communication style. Never over-enthusiastic, verifies before agreeing, challenges constructively, proposes instead of asking preferences. Expert peer who coaches, not serves. Triggers on: composing responses, agreeing with user, making recommendations, giving feedback.

by NTCoding

Use when about to ask the user a factual question, propose a solution, diagnose an error, or choose between approaches. Triggers on: 'Do you have X installed?', 'What version?', 'Is X configured?', 'We should...', 'The fix is...', 'Options: 1...', 'Based on my understanding...', 'I believe X supports...'. Before deciding anything, spin up parallel subagents to WebSearch for current docs, community solutions, framework best practices, and GitHub issues. Your memory is stale — verify everything.

by NTCoding

This skill analyzes code for design quality improvements across 8 dimensions: Naming, Object Calisthenics, Coupling & Cohesion, Immutability, Domain Integrity, Type System, Simplicity, and Performance. Ensures rigorous, evidence-based analysis by: (1) Understanding code flow first via implementation-analysis protocol, (2) Systematically evaluating each dimension with specific criteria, (3) Providing actionable findings with file:line references. Triggers when users request: code analysis, design review, refactoring opportunities, code quality assessment, architecture evaluation.

by NTCoding

This skill should be used when fixing bugs, implementing features, debugging issues, or making code changes. Ensures understanding of code flow before implementation by: (1) Tracing execution path with specific file:line references, (2) Creating lightweight text diagrams showing class.method() flows, (3) Verifying understanding with user. Prevents wasted effort from assumptions or guessing. Triggers when users request: bug fixes, feature implementations, refactoring, TDD cycles, debugging, code analysis.

by NTCoding

FOLLOW THE STATE MACHINE IN SKILL.MD. When user says 'continue': (1) FIRST: Run pwd, (2) Announce STATE: CHECK_STATUS, (3) Read .claude/session.md to check Status field, (4) Route based on Status. NEVER auto-advance tasks. NEVER use TodoWrite. NEVER create git commits.

by NTCoding

Sets up NX monorepo for TypeScript backend projects optimized for AI-assisted development. Delegates to NX commands where possible, patches configs as last resort. Triggers on: 'set up typescript backend project', 'create backend project', 'initialize typescript backend', 'create monorepo', or when working in an empty project folder.

by NTCoding

Systematic debugging methodology that eliminates guessing and speculation. Add instrumentation to gather specific data that fully explains the problem. Evidence before hypothesis. Observation before solution. Triggers on: debugging, error investigation, 'why is this failing', unexpected behavior, test failures, non-zero exit codes, stack traces.

by NTCoding

Engage with what the user said before taking action. Triggers on: questions ('?'), feedback ('this is wrong', 'that doesn't look right', 'there are issues'), challenges ('why did you', 'have you considered'), criticism ('this isn't working', 'I don't like'), observations ('I notice', 'it seems like'), naming a skill or concept. STOP and respond to the user's actual words before doing anything.

by NTCoding

Enforces code organization using features/ (verticals), platform/ (horizontals), and shell/ (thin wiring). Triggers on: code organization, file structure, where does this belong, new file creation, refactoring.

by NTCoding

Object-oriented design principles including object calisthenics, dependency inversion, fail-fast error handling, feature envy detection, and intention-revealing naming. Triggers on: writing new classes or functions, refactoring, code review, 'clean up', method longer than 10 lines, feature envy, primitive obsession, deep nesting.

by NTCoding

Quick persona switching. Triggers: 'switch persona', 'switch to X', 'become X'. Lists personas, reads selected file, switches immediately.

by NTCoding

Strict test-driven development state machine with red-green-refactor cycles. Enforces test-first development, meaningful failures, minimum implementations, and full verification. Activates when user requests: 'use a TDD approach', 'start TDD', 'test-drive this'.

by MassLab-SII

Advanced file management tools. Includes batch folder creation, batch file moving, file listing, and HTML author extraction.

by MassLab-SII

Desktop analysis and reporting tools. Includes music analysis with popularity scoring and file statistics (count files, folders, and calculate total size).