⚡ Autocomplete & Inline AI Skills

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.

Build and query AST summaries + call graphs for codebases. Use when exploring a project's structure, finding function definitions, tracing call chains, under...

Implementation plan generator — spec to multi-phase vertical-slice plan

Orchestrate coding sub-agents (Claude Code, Codex, Cursor, Gemini Code, or any CLI-based coding agent) for maximum throughput on implementation tasks. Use wh...

Trigger Claude Code development tasks in observable tmux sessions with stable startup, progress visibility, and completion callback to OpenClaw. Use when use...

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

Deterministic code-verification guard for AI coding agents. Runs syntax, type, lint and test checks before and after code changes, and decides PASS / FAIL / REGRESSION / UNVERIFIED purely by script exit codes. The agent may only quote the verdict, never overrule it. Use when the user asks to modify code, implement features, fix bugs, or verify change reliability (trigger phrases - verify this, run the tests, regression check, confirm it works, 验证一下, 跑测试, 回归检查, 确认没问题). Not for general code review or security audits.

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.

Generate, review, debug, and recover OpenFOAM case files for CFD workflows. Use when working with OpenFOAM dictionaries, case structure, turbulence fields, b...

Orchestrates software development by coordinating with Cursor Agent, managing git workflows, and ensuring quality delivery. Use when implementing development...

Professional IoT development career roadmap platform that generates personalized learning paths and specialization guidance based on individual skills and go...

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.

根据机器学习/深度学习论文的实验规划文档自动生成完整的 Python 实验 pipeline。支持数据预处理、模型构建、训练循环、评估指标、结果可视化。Use when user uploads an experiment plan document and wants to generate runnable...

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`).

Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where c Use when 需要Development领域自动化处理、数据分析和流程编排时使用。不适用于无明确需求的模糊场景。

Implements GraphQL APIs in Golang using gqlgen or graphql-go. Apply when building GraphQL servers, designing schemas, writing resolvers, handling subscriptions, or integrating GraphQL with existing Go HTTP services. Also apply when the codebase imports `github.com/99designs/gqlgen` or `github.com/graph-gophers/graphql-go`.

Generate images via APIYI (Gemini 3.1 Flash Image Preview). Use when user wants to generate images from text descriptions. Supports keyword extraction, promp...

Compare two documents (PDF, Word, images, PPT) and generate a structured diff report highlighting what changed, what was added, and what was removed. Uses So...

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

Mathematical utility functions for factorization, digit counting, and large integer multiplication using Karatsuba algorithm. Use when solving number theory...

Create a new agent skill from scratch with guided, step-by-step assistance. Generates a complete SKILL.md package with frontmatter, workflow, examples, and c...

Performs quality checks on Karpathy LLM knowledge points including deduplication, merging, updating, and generates reports on knowledge base health.