🔄 Refactoring AI Skills

Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.

Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.

Code refactoring patterns and techniques for improving code quality without changing behavior. Use for cleaning up legacy code, reducing complexity, or impro...

Reference tool for devtools — covers intro, quickstart, patterns and more. Quick lookup for Db Explorer concepts, best practices, and implementation patterns.

Build playable browser games (2D canvas or 3D Three.js) from natural language, with an automated screenshot verification loop the agent runs before claiming the game works — no unverifiable "should look fine" claims. Persists games in a stable workspace (games/<slug>/, not /tmp), iterates via targeted edits, publishes to https://jerithai.com/games/<slug>/ via the existing nginx + Cloudflare tunnel. Reuses the full 3D pattern library from the original build-game skill and adds 2D canvas, genre-appropriate engine choice, and verify-before-deliver as a hard gate.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize...

Principal-level system architect guiding structured requirements capture, pattern selection, layered design, data architecture, and API standards for scalabl...

Refactor code safely without changing behavior.

Track in-session work progress. Register steps for 3+ step tasks, update status per step, handle completion/abort. On /wip invocation, when remaining tasks exist, AskUserQuestion is required for the per-item direction (proceed / split / merge / hold / defer-to-checklist / delete) — asking only about start priority is forbidden. After a compact, show prior-work summary then AskUserQuestion(multiSelect) for restore selection and re-register via TodoWrite. antigravity - task.md artifact-based checklist (Antigravity environment) [antigravity.md], openclaw - explicit session JSON CLI adapter [openclaw.md], claude - TodoWrite/TaskCreate API guide (Claude Code environment) [claude.md], resume - environment-agnostic task cleanup + remaining-work workflow [resume.md]. "wip", "track progress", "register tasks", "task register", "step tracking", "compact recovery", "task resume", "resume task", "cleanup + resume" triggers.

Unified TDD skill with three input modes — from spec, from task, or from description. Enforces test-first development using repository patterns, with proptes...

Analyzes code for improvements including code smells, design patterns, and best practices. Invoke when user asks for code analysis, code review, or suggestio...

Apply PEP 8 Python code style standards when writing, reviewing, or refactoring Python code. Use this skill when the user asks to enforce Python coding style...

生产关系重构方法。核心能力：将任何组织/团队/企业的传统生产关系重构为AI辅助一人简易完成。三步法：拆解（识别每种关系的存在理由）→消除（去掉历史/技术/制度局限造成的补偿关系）→重整（基于AI和数字技术能力模型重编为端到端协作基元链）。覆盖从传统生产关系识别、关系分析、补偿关系消除、协作基元链设计到重构验证的完...

工作流重构方法。核心能力：将任何领域的复杂工作流重构为AI辅助一人简易完成的方法（拆解人的局限补偿层→消除→基于AI能力模型重整）。三步法：拆解（识别每个环节的存在理由）→消除（去掉人的局限补偿层）→重整（基于AI能力模型重编为端到端IPO基元链）。覆盖从传统工作流识别、环节分析、补偿层消除、IPO基元链重整、重...

技能改造方法。核心能力：评估技能是否需要存在（领域消除评估）→ 如果需要存在则重构技能内容（工作流重构）。十一步法：边界识别→存在理由分析→消除可行性评估→独立存在必要性判断→决策输出→组成部分识别→组成部分存在理由分析→补偿层消除→重整→重构验证→改造形态选择。覆盖从技能领域评估、存在必要性判断、技能内容重构到...

四模块价值链任务操作系统。包含：1) Domain Elimination Assessor（领域消除评估）——评估领域存在必要性；2) Workflow Refactor（工作流重构）——重构复杂工作流为IPO基元链；3) Domain Payload Generator（领域负载物生成）——将领域知识结构化为...

Golang CLI application development. Use when building, modifying, or reviewing a Go CLI tool — especially for command structure, flag handling, configuration layering, version embedding, exit codes, I/O patterns, signal handling, shell completion, argument validation, and CLI unit testing. Also triggers when code uses cobra, viper, or urfave/cli. For cobra-specific APIs → See `samber/cc-skills-golang@golang-spf13-cobra` skill; for viper configuration layering → See `samber/cc-skills-golang@golang-spf13-viper` skill.

Use before building or changing a product, feature, SaaS, AI app, side project, or startup idea to run a short demand, distribution, and failure-pattern real...

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize a...

Comprehensive guide for dependency injection (DI) in Golang. Covers why DI matters (testability, loose coupling, separation of concerns, lifecycle management), manual constructor injection, and DI library comparison (google/wire, uber-go/dig, uber-go/fx, samber/do). Use this skill when designing service architecture, setting up dependency injection, refactoring tightly coupled code, managing singletons or service factories, or when the user asks about inversion of control, service containers, or wiring dependencies in Go. For a specific DI library, → See `samber/cc-skills-golang@golang-google-wire`, `samber/cc-skills-golang@golang-uber-dig`, `samber/cc-skills-golang@golang-uber-fx`, or `samber/cc-skills-golang@golang-samber-do` skills.

Use when an agent is about to plan, choose an approach, do non-trivial coding, refactor, decompose work, or delegate and the quality of execution depends on...

Compile-time dependency injection in Golang using google/wire — wire.NewSet, wire.Build, wire.Bind (interface→concrete), wire.Struct, wire.Value, wire.InterfaceValue, wire.FieldsOf, cleanup functions, //go:build wireinject injector files, and generated wire_gen.go. Apply when using or adopting google/wire, when the codebase imports `github.com/google/wire`, or when wiring an application graph at compile time via `wire.Build`. For runtime DI with reflection, see `samber/cc-skills-golang@golang-uber-dig` skill.

Test-Driven Development assistant. Generates test cases from code or specifications, runs tests, tracks coverage, and guides the red-green-refactor cycle. Su...

Golang semantic code intelligence via `gopls`, the official Go language server — go-to-definition, find references, call/implementation hierarchy, workspace symbol search, package API discovery, diagnostics, safe rename, refactors (extract/inline/fill/rewrite code actions), formatting, and generated tests. Reaches an agent via gopls's own MCP server (`go_*` tools), Claude Code's native `LSP` tool, or the `gopls` CLI. Use when navigating or refactoring Go code — jumping to a definition, finding call sites before a rename, understanding a file's or package's dependencies, running diagnostics after an edit, or extracting/inlining/renaming. Not for the published ecosystem — packages not in your `go.mod`, versions, licenses, importers — → See `samber/cc-skills-golang@golang-pkg-go-dev` skill (`godig`). Not for a whole-tree vulnerability audit → See `samber/cc-skills-golang@golang-security` skill (`govulncheck`).