Claude Code Self-Assessment Advisor
lhfer/claude-howto-zh-cn
Quizzes you on Claude Code in a quick or deep mode, scores your level across 10 topics and recommends what to learn next, in Chinese.
Guides setup, classroom generation and secondary development for OpenMAIC, the multi-agent interactive classroom, one confirmed phase at a time.
$ npx skills add THU-MAIC/OpenMAIC --skill openmaic -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install THU-MAIC/OpenMAIC openmaic --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/THU-MAIC/OpenMAIC.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/openmaic .claude/skills/openmaic && 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 "openmaic" agent skill from https://github.com/THU-MAIC/OpenMAIC/tree/main/skills/openmaic into .claude/skills/openmaic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openmaic", 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/THU-MAIC/OpenMAIC/tree/main/skills/openmaicType 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 THU-MAIC/OpenMAIC --skill openmaic -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install THU-MAIC/OpenMAIC openmaic --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/THU-MAIC/OpenMAIC.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/openmaic .agents/skills/openmaic && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openmaic" agent skill from https://github.com/THU-MAIC/OpenMAIC/tree/main/skills/openmaic into .agents/skills/openmaic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openmaic", 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 THU-MAIC/OpenMAIC --skill openmaic -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install THU-MAIC/OpenMAIC openmaic --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/THU-MAIC/OpenMAIC.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/openmaic .cursor/skills/openmaic && 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 "openmaic" agent skill from https://github.com/THU-MAIC/OpenMAIC/tree/main/skills/openmaic into .cursor/skills/openmaic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openmaic", 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/THU-MAIC/OpenMAIC.git --path skills/openmaic--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 THU-MAIC/OpenMAIC --skill openmaic -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install THU-MAIC/OpenMAIC openmaic --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/THU-MAIC/OpenMAIC.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/openmaic .gemini/skills/openmaic && 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 "openmaic" agent skill from https://github.com/THU-MAIC/OpenMAIC/tree/main/skills/openmaic into .gemini/skills/openmaic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openmaic", 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 THU-MAIC/OpenMAIC openmaicInstalls 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 THU-MAIC/OpenMAIC --skill openmaic -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/THU-MAIC/OpenMAIC.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/openmaic .github/skills/openmaic && 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 "openmaic" agent skill from https://github.com/THU-MAIC/OpenMAIC/tree/main/skills/openmaic into .github/skills/openmaic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openmaic", 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 THU-MAIC/OpenMAIC --skill openmaic -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install THU-MAIC/OpenMAIC openmaic --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/THU-MAIC/OpenMAIC.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/openmaic .opencode/skills/openmaic && 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 "openmaic" agent skill from https://github.com/THU-MAIC/OpenMAIC/tree/main/skills/openmaic into .opencode/skills/openmaic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openmaic", 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.
openmaicGuides setup, classroom generation and secondary development for OpenMAIC, the multi-agent interactive classroom, one confirmed phase at a time.
Setup runs as a confirmation-heavy procedure: one phase at a time, a confirmation before any action that changes state, and a look at existing local state with a question about keeping it. The agent does not assume its own model or API key will be reused, because OpenMAIC generates classrooms from its own server-side model configuration, in openmaic.yml and the web app's settings, with no request-time overrides.
It avoids asking you to paste API keys into chat, prefers to guide you to edit local config files yourself and does not offer to write keys for you. Once setup is complete and you clearly ask for a classroom, it submits the generation job without a second confirmation, though reading a local PDF before upload still gets one.
Phase 0 chooses a mode. A stored access code in the skill config sends returning users to the Live Demo, unless they want to extend or build on OpenMAIC and its SDK packages, which goes to the extend branch. Reference notes cover cloning, the extension cookbook and SDK, the generate flow, the live demo, provider keys and startup modes.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 6a84dbe. 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are jsonc).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
OpenMAIC Setup and Extension loads about 1.7k tokens when it runs, and up to ~15k if it reads all its reference files. Until then it costs about 111 tokens; SKILL.md has 875 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.
to edit themselves (`openmaic.yml` and `.env.local`, or the model settings in the web app). If generation later fails dAutomated 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); files beside SKILL.md are not scanned.
The full file from THU-MAIC/OpenMAIC at commit 6a84dbe, republished under its MIT licence (© THU-MAIC). 875 words, ~1,666 tokens.
.claude/skills/openmaic/SKILL.md (or your agent's skills folder). This skill also uses 8 other files; get the full folder from GitHub.Use this as a guided, confirmation-heavy SOP. Do not compress the whole setup into one reply and do not perform state-changing actions without explicit user confirmation.
openmaic.yml and the model settings in the web app).If present, read defaults from ~/.openclaw/openclaw.json under:
{
"skills": {
"entries": {
"openmaic": {
"enabled": true,
"config": {
"accessCode": "sk-xxx",
"repoDir": "/path/to/OpenMAIC",
"url": "http://localhost:3000"
}
}
}
}
}accessCode is present, default to Live Demo mode and skip the mode-selection prompt — unless the user's intent is to extend/build on OpenMAIC (see the exception in Phase 0).repoDir and url only as defaults for local mode.First check skill config for accessCode. If present, announce that a stored access code was found and proceed directly to Live Demo mode (load references/live-demo.md, skip phases 1–4). Do not ask the user to paste the code again. Exception: if the user's stated intent is to extend / build on / customize OpenMAIC or consume the @openmaic/* SDK (二次开发 / 二开 / SDK), do not auto-shortcut — go to the extend branch below regardless of accessCode. A returning Live Demo user who now wants to do 二开 should be routed to extend, not silently sent back to Live Demo.
If no accessCode in config (or the extend exception above applies), ask the user how they want to use OpenMAIC:
sk-). Get yours by signing in at https://open.maic.chat, clicking your account in the top-right corner, opening "访问码设置" (access code settings), and generating a code; then add it to ~/.openclaw/openclaw.json under skills.entries.openmaic.config.accessCode. No local setup needed.@openmaic/* SDK to build something new.If the user chooses Live Demo mode, load references/live-demo.md and skip phases 1–4. If the user chooses local mode, proceed to phase 1 as usual. If the user chooses to extend/build on OpenMAIC, load references/extend.md and skip the setup/generation phases.
Load references/clone.md.
Use this when the user has not installed OpenMAIC yet or when you need to confirm which local checkout to use.
Load references/startup-modes.md.
Use this after the repo location is confirmed. Present the available startup modes, recommend one, and wait for the user's choice.
Load references/provider-keys.md.
Use this before starting classroom generation. Recommend a provider path and tell the user exactly what to edit themselves (openmaic.yml and .env.local, or the model settings in the web app). If generation later fails due to provider/model/auth issues, return to this phase and direct the user to update the same configuration.
After the core LLM key is configured, ask the user if they want to enable optional features (web search, image generation, video generation, TTS). Each is a slot with its own provider — see the "Optional Features" section in provider-keys.md.
After the user has chosen a startup mode and configured keys, start OpenMAIC using the chosen method, then verify the service with GET {url}/api/health.
Load references/generate-flow.md.
Use this only after the service is healthy. Confirm before reading local files to upload. If the user has already clearly asked to generate, do not ask for a second confirmation before submitting the generation job, and then follow the polling loop until it succeeds or fails (a failed job may be retried; see the generate flow). Only send the supported fields (requirement, materialIds) for generation requests; optional features follow the server's provider config. Uploads and the submission must resolve to the same owner: in anonymous-cookie mode reuse the same cookie jar on every request. For long-running jobs, prefer sparse polling and tell the user to check back later if the turn ends before completion.
© THU-MAIC, MIT. 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 8 other files (references) in skills/openmaic of THU-MAIC/OpenMAIC.
Open the folder on GitHubat commit 6a84dbe
OpenMAIC Setup and Extension 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 |
|---|---|---|---|---|---|---|
| OpenMAIC Setup and Extension this skillTHU-MAIC/OpenMAIC | 40k | — | ~1.7k | Automated safety check: Notes | MIT | |
| Claude Code Self-Assessment Advisorlhfer/claude-howto-zh-cn | 2.3k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Codebase to Coursezarazhangrui/codebase-to-course | 5.7k | — | ~4.4k | Automated safety check: Pass | None | |
| AI Engineering Project Tutorrohitg00/ai-engineering-from-scratch | 66k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Hung-Yi Lee Teaching Stylevoidful/hung-yi-lee-skill | 1.3k | — | ~13k | Automated safety check: Pass | None | |
| AI Engineering Course Guiderohitg00/ai-engineering-from-scratch | 66k | — | ~1.7k | Automated safety check: Pass | MIT |
lhfer/claude-howto-zh-cn
Quizzes you on Claude Code in a quick or deep mode, scores your level across 10 topics and recommends what to learn next, in Chinese.
zarazhangrui/codebase-to-course
Turns a codebase into an interactive single-page HTML course for non-technical learners, with scroll modules, animated diagrams, quizzes and plain-English code translations.
rohitg00/ai-engineering-from-scratch
Tutors a learner through one stage of a hands-on AI engineering project per session: lesson, prediction, code, grader run and reflection, with hints but never full solutions.
voidful/hung-yi-lee-skill
Explains machine learning, LLMs, AI agents and speech modeling in a Hung-Yi Lee-inspired teaching style, drawing on a knowledge base built from his lectures and research references.
rohitg00/ai-engineering-from-scratch
Routes a topic, question or bug to the exact lessons in the AI Engineering from Scratch curriculum and suggests the next command to run.
anthropics/skills
Adds a matching Claude Academy course, tutorial or use case to the end of an answer about learning to use Claude, but only when the match is strong.
THU-MAIC/OpenMAIC
Designs a Chinese K-12 classroom for one OpenMAIC stage around the core-literacy model, using authentic tasks, performance assessment and observable evidence.
THU-MAIC/OpenMAIC
Maps the structure of an OpenMAIC stage document so an agent can find the right path, read it and patch quizzes, widgets, actions and project pages without guessing.
THU-MAIC/OpenMAIC
Designs a review-and-practice lesson around an independent first attempt, targeted feedback, supported practice, a fresh independent check and a next step.
THU-MAIC/OpenMAIC
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
Plans a multi-classroom series such as a seven-day course, clarifies the brief in rounds, gets sign-off on the full lesson list, then builds each stage in a shared folder.
THU-MAIC/OpenMAIC
Plans online courses so learners manipulate simulations, diagrams, code, games or 3D scenes on most pages, with slides only for the opening and the close.
Categories
Guides setup, classroom generation and secondary development for OpenMAIC, the multi-agent interactive classroom, one confirmed phase at a time. Setup runs as a confirmation-heavy procedure: one phase at a time, a confirmation before any action that changes state, and a look at existing local state with a question about keeping it.yml and the web app's settings, with no request-time overrides.
OpenMAIC Setup and Extension fits situations like: trying OpenMAIC through the Live Demo; setting up OpenMAIC locally and choosing a startup mode; generating a multi-agent interactive classroom from a topic or PDF; extending OpenMAIC with custom providers, storage, themes or routes.
Run `npx skills add THU-MAIC/OpenMAIC --skill openmaic -a claude-code`. Or copy the skill folder (skills/openmaic in THU-MAIC/OpenMAIC) into .claude/skills/openmaic in your project. Claude Code loads it when a task matches its description.
Run `npx skills add THU-MAIC/OpenMAIC --skill openmaic -a codex`. Or copy the skill folder (skills/openmaic in THU-MAIC/OpenMAIC) into .agents/skills/openmaic 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 THU-MAIC/OpenMAIC --skill openmaic -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openmaic, .gemini/skills/openmaic, .github/skills/openmaic and .opencode/skills/openmaic in your project.
SKILL.md names no scripts, command-line tools or credentials: OpenMAIC Setup and Extension is instructions for the agent only. Our summary lists: An OpenMAIC access code for the Live Demo, or a local OpenMAIC installation; Model provider keys in the server-side config.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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. Review the folder before installing.
OpenMAIC Setup and Extension is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.7k 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 13k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with OpenMAIC Setup and Extension: Claude Code Self-Assessment Advisor (lhfer/claude-howto-zh-cn, 2.3k stars), Codebase to Course (zarazhangrui/codebase-to-course, 5.7k stars), AI Engineering Project Tutor (rohitg00/ai-engineering-from-scratch, 66k stars) and Hung-Yi Lee Teaching Style (voidful/hung-yi-lee-skill, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
THU-MAIC (a GitHub organization) maintains it in THU-MAIC/OpenMAIC, which has 40,213 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on October 9, 2026.
Source: THU-MAIC/OpenMAIC on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.