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Use when developing the frontend and backend together, making UI changes, or setting up local dev with linked inspect_ai/scout libraries. Triggers on frontend changes, "yarn dev", "vite", "www/", or React component work.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/METR/inspect-action --skill fullstack-dev命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
基于 SOC 职业分类
| name | fullstack-dev |
| description | Use when developing the frontend and backend together, making UI changes, or setting up local dev with linked inspect_ai/scout libraries. Triggers on frontend changes, "yarn dev", "vite", "www/", or React component work. |
We have a frontend React app in www/. It is pretty lightweight for the moment. It has some views to list eval sets, scans, and samples, from the data warehouse DB.
It embeds the inspect_ai and inspect_scout frontend components.
If you want to make changes to inspect_ai and inspect_scout, you can link them to this project.
Inspect_ai uses yarn and inspect_scout uses pnpm.
It's perfectly okay to make changes to inspect_ai and inspect_scout. We can contribute changes upstream.
You should have an env file that corresponds to the environment you're using.
E.g.
set -a ; source env/dev3; set +a ; uv run fastapi dev hawk/api/server.py --port 8080
Requires Node.js ≥22.12.0 (CI uses 22.21.1). Check with node --version. Use nvm to install if needed:
nvm install 22
nvm use 22
cd www
# optional
yarn link "@meridianlabs/log-viewer"
yarn dev
cd ~/dev/inspect_ai/src/inspect_ai/_view/www
yarn link -g
yarn dev:lib
Scout is a little trickier because it uses pnpm not yarn.
Debug stuck Hawk/Inspect AI evaluations. Use when user mentions "stuck eval", "eval not progressing", "eval hanging", "samples not completing", "eval set frozen", "runner stuck", "500 errors in eval", "retry loop", "eval timeout", or asks why an evaluation isn't finishing.
Use when creating alembic migrations, applying migrations to remote environments, or recovering from schema drift. Triggers on changes to models.py, "run migration", "schema drift", "alembic", "database error in batch jobs".
Use when deploying code changes to dev environments (dev1-4), running terraform apply against dev, or verifying changes end-to-end. Triggers on "deploy to dev", "apply to dev2", "test in dev", "update dev environment".