Skill authoring

「說人話」：繁體中文的去 AI 味改寫 skill。審查與改寫文字，去除 AI 味道、校正中國用語與半形標點，讓文字讀起來像真人寫的。

Raymondhou0917/speak-human-tw

道生万 · Agent Skill 元设计器：从模糊需求归根，设计、生成、审计、优化、发布准备或基于证据进化可运行的 Skill。Use when the user wants to create a Skill or Skill family; find a Skill's root problem; evaluate, refactor, harden, optimize, or…

gnipbao/dao-skill

A skill your agent uses when creating new skills, editing existing skills, or verifying skills work before deployment

farm-fe/farm

鲁班（Luban）——Skill打磨工坊。把一个"能用的Skill"打磨成"能被理解、能被安装、能被传播、能被验证、能持续进化"的公共Skill资产。

LearnPrompt/luban-skill

Create new skills, modify and improve existing skills for JavaClaw.

ClawRunr/JavaClaw

Generate a working CLI from any API, then wrap it in a Claude Code skill.

alexknowshtml/api2cli

Explains how to design and write skills for Claude Code plugins: SKILL.md frontmatter, bundled scripts, references and assets, and descriptions that trigger at the right time.

anthropics/claude-plugins-official

Walks an agent through creating, importing, editing, validating, testing and publishing Prismer Skills with a fixed workflow and bundled scripts.

Prismer-AI/PrismerCloud

Create or improve BB skills, including their triggers, instructions, and supporting resources.

get-bb/bb

Explains how the Crush coding agent embeds builtin skills in its binary and how to add or edit one, including the discovery test and build commands.

charmbracelet/crush

亚马逊卖家专用的 skill 创建器（中文）。当用户想把一个亚马逊运营/自媒体/日常工作流程变成可复用的 skill 时使用。触发场景包括但不限于：用户说"我想做一个 skill""把这个流程变成 skill""帮我写个自动化""优化我已有的 skill""给这个工作流做个自动化"，即使用户没用"skill"这个词，只要在描述"以后每次都这样做"的重复性工作时也应触发。本 skill…

zach22-1999/amazon-skills

Parse C source code into an Abstract Syntax Tree (AST). An agent skill from Narwhal-Lab/MagicSkills.

Narwhal-Lab/MagicSkills

Handles /Customize requests by sending Skill work to the internal skill-creator and managing Specialist agents through the JavaScript host.agents SDK.

aipoch/open-science

Create new skills, modify and improve existing skills, and measure skill performance.

AgentTeam-TaichuAI/ScienceClaw

CodeStable skill authoring and evolution protocol. An agent skill from codestable/CodeStable.

codestable/CodeStable

Analyze session work and automatically convert reusable patterns into Claude Code skills.

sangrokjung/claude-forge

Pulls reusable knowledge out of work sessions and turns it into new skills, checking existing notes and skills first to avoid duplicates.

NateBJones-Projects/OB1

Guides edits to cc-wf-studio's workflow schema so AI agents generate better workflows, treating schema text as prompt engineering rather than validation.

breaking-brake/cc-wf-studio

创建、设计、修改、重构和验证 AgentDock Skill 时使用；负责 Agent Skills 兼容的 SKILL.md、可移植核心、引用、辅助脚本、测试、安全边界和本地真实验证。

uvwt/agentdock

Create a skill or bring an existing one up to the same standard (validate + asm eval fix loop); run evals, tune triggering.

luongnv89/asm

Turn a completed task, browser flow, artifact pipeline, failure-recovery trace, or repeatedly refined workflow into a new reusable skill package or a reviewed skill-design plan.

dongshuyan/compass-skills

建立並排程定時觸發的 skill。所有新增定時／週期任務、提醒、排程通知的請求必須走此 skill，禁止直接呼叫 schedules(mode=write)（那是 skill 已存在時的時間綁定工具，不該作為新建排程的入口）。

agenvoy/Agenvoy

Tạo AI Skill mới từ ý tưởng hoặc quy trình công việc. An agent skill from marketingjuliancongdanh79-pixel/skill-generator.

marketingjuliancongdanh79-pixel/skill-generator

Derives a reusable personal skill for course-making from a representative sample of the user's own past classrooms and chat history, confirmed with them before saving.

THU-MAIC/OpenMAIC

Create, edit, improve, tidy, review, audit, or restructure memmy-agent skills and SKILL.md files.

MemTensor/memmy-agent

Lets Codex build, refine, test, validate and list CLI-Anything harnesses for GUI applications or source repositories, following the project's full methodology.

HKUDS/CLI-Anything

Create, synthesize, and iteratively improve agent skills following the Agent Skills specification.

getsentry/skills

Capture and organize general facts about the user by topic. An agent skill from memodb-io/Acontext.

memodb-io/Acontext

Inspect recent session conversation turns and meta-run history.

clawdotnet/openclaw.net

Create, port, revise, or audit repo-local skills and their metadata, engineering contracts, and task routes.

authcrunch/authcrunch.github.io

Create, edit, improve, or audit AgentSkills. An agent skill from agenvoy/Agenvoy.

agenvoy/Agenvoy

Decides where a new agent skill belongs in the ToolJet repo, public root or private ee submodule, then wires the symlinks so it loads in Claude Code, Cursor and Codex.

ToolJet/ToolJet

Create, update, and audit repository-local agent skills against the current LLM Gateway codebase.

theopenco/llmgateway

Validates an Agent Skill package against a portable contract with a Python checker, then picks the smallest set of instruction, capability or lifecycle primitives for the task.

rohitg00/ai-engineering-from-scratch

创建高效技能的指南。当用户想要创建新技能（或更新现有技能）以扩展 Claude 的能力，包括专业知识、工作流程或工具集成时，应使用此技能。

LeastBit/Claude_skills_zh-CN

创建、重构或验收可复用技能包。适用于把重复工作流做成跨宿主能力包，并明确触发规则、第一动作、渐进加载、资产模板、脚本校验、触发评测、基线对比、验收证据、闭环治理、公开交付边界和不可伪造的运行证明；也适用于清理冗余参考、拆分人读模板与机器结构数据、补齐首次公开前的验收记录、记录运行反馈、生成写回或不写回决定。当用户提到"做一个 skill / 改 skill / 优化 skill / 评审…

KimYx0207/Kim_Service

Writes and edits prose in a plain and boring style: simple everyday words, complete sentences, no dashes, no jargon, and no analogies.

docwriter-org/plain-writing-skill

Create, edit, improve, or audit skills for SwarmClaw agents.

swarmclawai/swarmclaw

Create, extend, and debug Wework Core DSH plugins and their optional nested Codex plugins.

wecode-ai/Wegent

Scaffolds new ShellLM skills with the right frontmatter, directory layout and agent-facing writing style, so an agent can extend its own capabilities.

laude-institute/headlong

Guides creating, reviewing or refactoring AI-Driven Development skills so each one stays minimal, composable and named around a single clear function.

paralleldrive/aidd

A skill your agent uses when bootstrapping or tightening the smallest harness-oriented skill from an existing repository, workflow, evaluation corpus, or harness-analysis chain.

QoderAI/better-harness

Guide for creating effective skills for Claude Code agents. An agent skill from pymc-labs/decision-hub.

pymc-labs/decision-hub

Create new FreeCAD AI skills, modify existing skills, and iteratively improve them.

ghbalf/freecad-ai

Walks you through drafting, testing, evaluating and tuning a skill for OpenCode, from an intake interview to description optimization.

antongulin/opencode-skill-creator

This skill should be used when the user asks to create a new Montage migration skill for the montage-web-migration plugin (e.g.

wanteddev/montage-web

A skill your agent uses when creating, migrating, or optimizing skills for this alicloud-skills repository.

cinience/alicloud-skills

Guides creating, updating, reviewing and validating GitHub Copilot agent skills, from deciding whether a skill is the right tool to structuring bundled resources.

thomast1906/github-copilot-agent-skills