FastAPI Expert
Jeffallan/claude-skills
Builds async Python APIs with FastAPI and Pydantic V2, covering endpoints, JWT authentication, async SQLAlchemy, WebSockets and pytest checks against the OpenAPI docs.
FastAPI 项目一键初始化技能。面向零基础小白,提供环境探测、自动安装、完整 Web 骨架生成、SSE 流式框架、JWT 鉴权、统一响应封装、文件上传接口、一键启动/重启脚本、Swagger 文档,内置 MySQL(默认)/ PostgreSQL / MongoDB 数据库选择。用户只需说"帮我搭一个 FastAPI 项目"即可一条命令完成从零到跑的完整链路。触发词:"FastAPI…
$ npx skills add jiushiwon/wg-skills --skill fastapi-init-skill -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jiushiwon/wg-skills fastapi-init-skill --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jiushiwon/wg-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/vibeCoding/backend/python/fastapi-init-skill .claude/skills/fastapi-init-skill && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "fastapi-init-skill" agent skill from https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/fastapi-init-skill into .claude/skills/fastapi-init-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastapi-init-skill", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/fastapi-init-skillType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jiushiwon/wg-skills --skill fastapi-init-skill -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jiushiwon/wg-skills fastapi-init-skill --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jiushiwon/wg-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/vibeCoding/backend/python/fastapi-init-skill .agents/skills/fastapi-init-skill && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "fastapi-init-skill" agent skill from https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/fastapi-init-skill into .agents/skills/fastapi-init-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastapi-init-skill", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jiushiwon/wg-skills --skill fastapi-init-skill -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jiushiwon/wg-skills fastapi-init-skill --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jiushiwon/wg-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/vibeCoding/backend/python/fastapi-init-skill .cursor/skills/fastapi-init-skill && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "fastapi-init-skill" agent skill from https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/fastapi-init-skill into .cursor/skills/fastapi-init-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastapi-init-skill", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jiushiwon/wg-skills.git --path vibeCoding/backend/python/fastapi-init-skill--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jiushiwon/wg-skills --skill fastapi-init-skill -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jiushiwon/wg-skills fastapi-init-skill --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jiushiwon/wg-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/vibeCoding/backend/python/fastapi-init-skill .gemini/skills/fastapi-init-skill && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "fastapi-init-skill" agent skill from https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/fastapi-init-skill into .gemini/skills/fastapi-init-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastapi-init-skill", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jiushiwon/wg-skills fastapi-init-skillInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jiushiwon/wg-skills --skill fastapi-init-skill -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jiushiwon/wg-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/vibeCoding/backend/python/fastapi-init-skill .github/skills/fastapi-init-skill && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "fastapi-init-skill" agent skill from https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/fastapi-init-skill into .github/skills/fastapi-init-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastapi-init-skill", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jiushiwon/wg-skills --skill fastapi-init-skill -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jiushiwon/wg-skills fastapi-init-skill --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jiushiwon/wg-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/vibeCoding/backend/python/fastapi-init-skill .opencode/skills/fastapi-init-skill && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "fastapi-init-skill" agent skill from https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/fastapi-init-skill into .opencode/skills/fastapi-init-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastapi-init-skill", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
fastapi-init-skillFastAPI 项目一键初始化技能。面向零基础小白,提供环境探测、自动安装、完整 Web 骨架生成、SSE 流式框架、JWT 鉴权、统一响应封装、文件上传接口、一键启动/重启脚本、Swagger 文档,内置 MySQL(默认)/ PostgreSQL / MongoDB 数据库选择。用户只需说"帮我搭一个 FastAPI 项目"即可一条命令完成从零到跑的完整链路。触发词:"FastAPI…
Fastapi Init Skill is an agent skill from jiushiwon/wg-skills. FastAPI 项目一键初始化技能。面向零基础小白,提供环境探测、自动安装、完整 Web 骨架生成、SSE 流式框架、JWT 鉴权、统一响应封装、文件上传接口、一键启动/重启脚本、Swagger 文档,内置 MySQL(默认)/ PostgreSQL / MongoDB 数据库选择。用户只需说"帮我搭一个 FastAPI 项目"即可一条命令完成从零到跑的完整链路。触发词:"FastAPI 脚手架"、"FastAPI 一键生成"、"初始化 FastAPI 项目"、"FastAPI 快速开始"、"fastapi init"、"搭建 FastAPI 服务"、"Python Web 骨架"、"FastAPI 开箱即用"、"FastAPI 零基础"、"FastAPI 小白"、"帮我搭一个 FastAPI"、"新建 FastAPI"、"create fastapi project"、"fastapi starter"。
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 58 other files, including scripts and reference files (for example `README.md`, `SPEC.md` and `demo/README.md`).
It sits in Backend & APIs, covering Backend development, Authentication and NoSQL databases. It works with FastAPI, Python, MongoDB and MySQL. The licence is Apache-2.0.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit a4a640b. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/ (Python, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
fastapicurlpythonpipFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use curl and pip, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
JWT_SECRETFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Fastapi Init Skill loads about 1.8k tokens when it runs, and up to ~28k if it reads all its reference files. Until then it costs about 107 tokens; SKILL.md has 431 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
依赖与配置(`requirements.txt`、`.env.example`、`.env`、`.gitignore`)2. 从 `.env.example` 复制生成 `.env`(如不存在)请编辑 .env 文件修改 JWT_SECRET(搜索 change-me)- 表前缀:`wg`(可在 .env 中修改)9. **`.env` 与 `.gitignore` 必须随脚手架一起生成,且 `.env` 中的配置必须被服务加载**:`app/config.py` 通过 Pydantic Settings 读取 `.env` 全部配置,禁止在代码中硬Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from jiushiwon/wg-skills at commit a4a640b, republished under its Apache-2.0 licence (© jiushiwon). 431 words, ~1,796 tokens.
.claude/skills/fastapi-init-skill/SKILL.md (or your agent's skills folder). This skill also uses 55 other files; get the full folder from GitHub.面向完全不懂编程的小白,一键生成标准化、开箱即用的 FastAPI Web 服务骨架。
| 维度 | python-backend-skill | 本 skill |
|---|---|---|
| 目标用户 | 后端开发者 | 零基础小白 |
| 环境安装 | 用户自己装 | 自动检测 + 自动安装 |
| 启动方式 | pip install 后手动 uvicorn | **一条命令:`./restart.sh [dev |
| SSE 支持 | 无 | 内置 SSE 流式框架 |
| 文件上传 | 无 | 内置文件上传接口 |
| 默认数据库 | PostgreSQL | MySQL(可选 PG / MongoDB / 无数据库) |
| 脚本 | 无 | 只生成 restart.sh / restart.bat(dev/prod 双模式) |
| Swagger | 有 | 有 + 增强注释 + 中文说明 |
| 交互次数 | 多个技术问题 | 最多 3 个问题 |
| 文件数 | ~40 | ~22 |
不重复造轮子:统一响应信封、错误码、JWT 规范与各 init-skill 内置的统一契约层对齐,模板已内置于本 skill(references/api-contract-template.md、references/project-guide-template.md);关系型 DB 配置引用 database-design-skill;前端联动规范引用 frontend-request-skill。本 skill 在它们之上增加「小白友好」的完整封装。
{ code, message, data }、错误码(-1001 校验 / -2000 系统)、JWT Bearer、api-contract、project-guide 规范已内置本 skillwg、连接参数| # | 能力 | 说明 |
|---|---|---|
| 1 | 环境探测 | 自动检测 Python 版本(>=3.9)、pip、操作系统类型 |
| 2 | 自动安装 | 创建 venv、安装依赖、编译检查 |
| 3 | 一键启动/重启 | `./restart.sh [dev |
| 4 | 开发模式 | ./restart.sh dev 热重载,改代码自动重启,日志 logs/dev.log |
| 5 | 生产模式 | ./restart.sh prod 后台多 worker,日志 logs/app.log |
| 6 | SSE 流式 | 内置 sse-starlette,示例端点 /api/sse/chat |
| 7 | 文件上传 | 内置 /api/upload 单文件与 /api/uploads 多文件上传 |
| 8 | 统一响应 | EnvelopeRoute 自动包装 { code, message, data } |
| 9 | 全局异常 | BusinessException / -1001 校验 / -2000 兜底 |
| 10 | JWT 鉴权 | 注册 / 登录 / 刷新令牌 / 当前用户注入 |
| 11 | 安全头 | 内置 X-Frame-Options / X-Content-Type-Options 等基础安全头 |
1. 项目名叫什么?(默认 my-fastapi-app)
2. 用哪个数据库?
A. MySQL(默认,推荐)
B. PostgreSQL
C. MongoDB
D. 暂时不用数据库
3. 是否需要 Redis?(默认不需要)不做:不问技术细节、不问版本号、不问目录结构——全部自动选最佳实践。
按 references/env-setup.md 流程执行:
按 references/skeleton.md 的目录结构与代码模板,现场生成全部文件。维护者可用本 skill 根目录的 scripts/generate_project.py 作为 canonical 生成器参考,确保所有文件一次生成、编码正确(.bat 为 UTF-8 with BOM + CRLF)。
生成顺序:
requirements.txt、.env.example、.env、.gitignore)restart.sh / restart.bat,dev/prod 双模式)生成完成后:
python -m venv venv).env.example 复制生成 .env(如不存在)pip install -r requirements.txt)python -m compileall app)./restart.sh [dev|prod] 或 restart.bat [dev|prod] 一键启动向用户汇报完整交付物:
✅ 项目 {{project}} 生成完毕!
📁 生成的文件(约 18 个):
- 核心模块:app/main.py, config.py, database.py, response.py, exceptions.py, dependencies.py
- API 路由:health / auth / users / sse / upload
- 启动脚本:restart.sh, restart.bat(dev/prod 双模式)
- 数据库:MySQL(已配置 docker-compose.yml,可选 PG / MongoDB / 无数据库)
- 文档:api-contract.md, docs/project-guide.md
🚀 启动方式:
开发模式: ./restart.sh dev (热重载,日志 logs/dev.log)
生产模式: ./restart.sh prod (后台多 worker,日志 logs/app.log)
默认: ./restart.sh (同 dev)
📖 接口文档:
Swagger UI: http://localhost:8080/docs
ReDoc: http://localhost:8080/redoc
🔌 SSE 示例:
curl http://localhost:8080/api/sse/chat
📎 上传示例:
curl -F "file=@test.png" http://localhost:8080/api/upload
🔑 默认账号:
注册接口:POST /api/auth/register
登录接口:POST /api/auth/login
⚠️ 安全提醒:
请编辑 .env 文件修改 JWT_SECRET(搜索 change-me)
生产环境务必使用随机密钥!参见 references/skeleton.md 的「目录结构」小节。核心约定:
/api/api/auth/*/api/sse/*/api/upload、/api/uploadswg(可在 .env 中修改)8080/docs、/redocGET /api/health| 文件 | 内容 |
|---|---|
scripts/generate_project.py | canonical 项目生成器:从 skeleton.md / startup-scripts.md 提取模板并生成完整项目,保证 .bat 编码与文件完整性 |
references/skeleton.md | 精简目录结构 + 核心文件代码模板(main/config/database/routers/models/schemas/utils/upload) |
references/env-setup.md | 环境探测流程、自动安装逻辑、常见问题排错 |
references/sse-guide.md | SSE 流式框架集成方案、示例端点、客户端对接 |
references/db-guide.md | 数据库选型、MySQL/PG/Mongo 连接配置、Docker 启动命令 |
references/db-schema-guide.md | 数据库表设计规范(表名、字段、索引、软删除等) |
references/middleware-guide.md | 中间件链(安全头→日志→CORS→鉴权→校验→响应→异常) |
references/startup-scripts.md | restart.sh / restart.bat 脚本模板(dev/prod 双模式,一条命令完成拉代码、装依赖、安全重启、日志输出) |
references/api-contract-template.md | 生成项目根目录 api-contract.md 的模板,含 health/auth/users/sse/upload 全量接口 |
references/project-guide-template.md | 生成项目 docs/project-guide.md 的模板,含栈说明、启动方式、拓展指南 |
references/frontend-integration.md | 与 frontend-request-skill 的联动:响应信封、错误码、Token、SSE、上传对接 |
生成项目时必须同时落地两份文档,模板已内置本 skill:
| 文档 | 位置 | 说明 |
|---|---|---|
| 项目指南 | docs/project-guide.md | 按本 skill references/project-guide-template.md 生成,栈特定段填入本 skill 内容 |
| 接口契约 | api-contract.md | 以本 skill references/api-contract-template.md 为起点,含 health/auth/users/sse/upload 全量接口 |
references/db-guide.md 中的 Docker 命令,由用户自行启动。.env.example 对 JWT_SECRET / CORS / APP_DEBUG 有醒目警告,安全头中间件强制开启。.env 与 .gitignore 必须随脚手架一起生成,且 .env 中的配置必须被服务加载:app/config.py 通过 Pydantic Settings 读取 .env 全部配置,禁止在代码中硬编码端口、数据库密码、JWT 密钥等运行时可变参数。FastAPI 脚手架、FastAPI 一键生成、初始化 FastAPI 项目、FastAPI 快速开始、
fastapi init、搭建 FastAPI 服务、Python Web 骨架、FastAPI 开箱即用、
FastAPI 零基础、FastAPI 小白、帮我搭一个 FastAPI、新建 FastAPI、
create fastapi project、fastapi starter© jiushiwon, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 55 other files (scripts, references) in vibeCoding/backend/python/fastapi-init-skill of jiushiwon/wg-skills.
Open the folder on GitHubat commit a4a640b
Fastapi Init Skill next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Fastapi Init Skill this skilljiushiwon/wg-skills | 110 | — | ~1.8k | Automated safety check: Notes | Apache-2.0 | |
| FastAPI ExpertJeffallan/claude-skills | 12k | — | ~1.8k | Automated safety check: Pass | MIT | |
| FastAPI Project Templateswshobson/agents | 40k | 11 repos | ~901 | Automated safety check: Pass | MIT | |
| Fastapi Appccplugins/awesome-claude-code-plugins | 967 | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | |
| Python Fastapi Patternsaiskillstore/marketplace | 430 | 1 repos | ~1.3k | Automated safety check: Notes | None | |
| Spring Boot Project Creatorgiuseppe-trisciuoglio/developer-kit | 355 | — | ~3.4k | Automated safety check: Notes | MIT |
Jeffallan/claude-skills
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wshobson/agents
Scaffolds FastAPI projects with a layered app layout, dependency injection through Depends, async handlers and database access, middleware and pytest setup.
ccplugins/awesome-claude-code-plugins
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jiushiwon/wg-skills
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jiushiwon/wg-skills
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jiushiwon/wg-skills
FFmpeg 多媒体处理技能 — 将自然语言描述转为正确的 ffmpeg 命令,覆盖视频剪辑、转码、水印、合成、提取、生成等操作。内置一键安装脚本(Windows/Mac/Linux)。触发词:ffmpeg、视频剪辑、视频裁剪、视频转码、视频压缩、去水印、加水印、视频拼接、视频合成、提取音频、视频转…
jiushiwon/wg-skills
A skill your agent uses when designing or reviewing the request layer of a frontend project (web / uni-app / mini-program), including request.ts wrappers, interceptors, deduplication, mocks, error…
jiushiwon/wg-skills
This skill should be used when the user wants to create a standardized React 18 + TypeScript + Vite + Zustand project from scratch.
Categories
FastAPI 项目一键初始化技能。面向零基础小白,提供环境探测、自动安装、完整 Web 骨架生成、SSE 流式框架、JWT 鉴权、统一响应封装、文件上传接口、一键启动/重启脚本、Swagger 文档,内置 MySQL(默认)/ PostgreSQL / MongoDB 数据库选择。用户只需说"帮我搭一个 FastAPI 项目"即可一条命令完成从零到跑的完整链路。触发词:"FastAPI…. Fastapi Init Skill is an agent skill from jiushiwon/wg-skills.
Fastapi Init Skill fits situations like: tasks that involve Backend development; tasks that involve Authentication; tasks that involve NoSQL databases.
Run `npx skills add jiushiwon/wg-skills --skill fastapi-init-skill -a claude-code`. Or copy the skill folder (vibeCoding/backend/python/fastapi-init-skill in jiushiwon/wg-skills) into .claude/skills/fastapi-init-skill in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jiushiwon/wg-skills --skill fastapi-init-skill -a codex`. Or copy the skill folder (vibeCoding/backend/python/fastapi-init-skill in jiushiwon/wg-skills) into .agents/skills/fastapi-init-skill in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jiushiwon/wg-skills --skill fastapi-init-skill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fastapi-init-skill, .gemini/skills/fastapi-init-skill, .github/skills/fastapi-init-skill and .opencode/skills/fastapi-init-skill in your project.
Going by SKILL.md and its folder, Fastapi Init Skill needs Python for the scripts in its folder, the command-line tools its instructions call (fastapi, curl, python and pip) and credentials named JWT_SECRET. Our summary lists: Python 3; Docker; A credential in JWT_SECRET.
SKILL.md contains no URLs. Its commands use curl and pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Fastapi Init Skill is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 27k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Fastapi Init Skill: FastAPI Expert (Jeffallan/claude-skills, 12k stars), FastAPI Project Templates (wshobson/agents, 40k stars), Fastapi App (ccplugins/awesome-claude-code-plugins, 967 stars) and Python Fastapi Patterns (aiskillstore/marketplace, 430 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jiushiwon (a GitHub user) maintains it in jiushiwon/wg-skills, which has 110 GitHub stars. The repository holds 121 skills in this directory. The repository was last updated on October 4, 2026.
Source: jiushiwon/wg-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.