LLM Benchmarking with lm-evaluation-harness
Orchestra-Research/AI-Research-SKILLs
Runs lm-evaluation-harness to benchmark language models on academic suites such as MMLU, GSM8K and HumanEval, compare models and track training checkpoints.
中文 AI Agent 实习冲刺导师。用于生成 8 周 AI Agent 学习路线的每周大纲、每日 6 小时学习内容、基于反馈的后续调整，以及 Obsidian 双链知识点维护。适用于用户提出“生成 Week N 大纲”“生成 Day N”“根据反馈继续”“补全双链/生成知识点笔记”等请求时。输出必须为中文，围绕 AI-Interview 主项目，包含固定 5…
Install AI Agent Daily Mentor
$ npx skills add Marcos-wu/ai-agent-daily-mentor --skill ai-agent-daily-mentor -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Marcos-wu/ai-agent-daily-mentor ai-agent-daily-mentor --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ai-agent-daily-mentor" agent skill from https://github.com/Marcos-wu/ai-agent-daily-mentor/tree/main into .claude/skills/ai-agent-daily-mentor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-agent-daily-mentor", 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.
$ npx skills add Marcos-wu/ai-agent-daily-mentor --skill ai-agent-daily-mentor -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Marcos-wu/ai-agent-daily-mentor ai-agent-daily-mentor --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ai-agent-daily-mentor" agent skill from https://github.com/Marcos-wu/ai-agent-daily-mentor/tree/main into .agents/skills/ai-agent-daily-mentor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-agent-daily-mentor", 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 Marcos-wu/ai-agent-daily-mentor --skill ai-agent-daily-mentor -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Marcos-wu/ai-agent-daily-mentor ai-agent-daily-mentor --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ai-agent-daily-mentor" agent skill from https://github.com/Marcos-wu/ai-agent-daily-mentor/tree/main into .cursor/skills/ai-agent-daily-mentor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-agent-daily-mentor", 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.
$ npx skills add Marcos-wu/ai-agent-daily-mentor --skill ai-agent-daily-mentor -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Marcos-wu/ai-agent-daily-mentor ai-agent-daily-mentor --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ai-agent-daily-mentor" agent skill from https://github.com/Marcos-wu/ai-agent-daily-mentor/tree/main into .gemini/skills/ai-agent-daily-mentor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-agent-daily-mentor", 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 Marcos-wu/ai-agent-daily-mentor ai-agent-daily-mentorInstalls 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 Marcos-wu/ai-agent-daily-mentor --skill ai-agent-daily-mentor -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ai-agent-daily-mentor" agent skill from https://github.com/Marcos-wu/ai-agent-daily-mentor/tree/main into .github/skills/ai-agent-daily-mentor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-agent-daily-mentor", 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 Marcos-wu/ai-agent-daily-mentor --skill ai-agent-daily-mentor -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Marcos-wu/ai-agent-daily-mentor ai-agent-daily-mentor --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ai-agent-daily-mentor" agent skill from https://github.com/Marcos-wu/ai-agent-daily-mentor/tree/main into .opencode/skills/ai-agent-daily-mentor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-agent-daily-mentor", 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.
Facts
- Skill name
ai-agent-daily-mentor- GitHub stars
- 139
- Token cost
- ~1.4k tokens
- SKILL.md length
- 452 words
- Files
- 11 (incl. references)
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- None found
At a glance
中文 AI Agent 实习冲刺导师。用于生成 8 周 AI Agent 学习路线的每周大纲、每日 6 小时学习内容、基于反馈的后续调整，以及 Obsidian 双链知识点维护。适用于用户提出“生成 Week N 大纲”“生成 Day N”“根据反馈继续”“补全双链/生成知识点笔记”等请求时。输出必须为中文，围绕 AI-Interview 主项目，包含固定 5…
- Works in 9 steps: 每周大纲模式 → 每日教学模式 → 周计划调整模式 → …
- AI & LLM Engineering work in your project
- SKILL.md covers 核心目标, 两层导师工作流, 上下文缺失兜底策略 and 每日自适应规则, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
AI Agent Daily Mentor is an agent skill from Marcos-wu/ai-agent-daily-mentor. 中文 AI Agent 实习冲刺导师。用于生成 8 周 AI Agent 学习路线的每周大纲、每日 6 小时学习内容、基于反馈的后续调整，以及 Obsidian 双链知识点维护。适用于用户提出“生成 Week N 大纲”“生成 Day N”“根据反馈继续”“补全双链/生成知识点笔记”等请求时。输出必须为中文，围绕 AI-Interview 主项目，包含固定 5 模块、可运行代码、面试表达与求职闭环。
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including reference files (for example `README.md`, `agents/openai.yaml` and `references/8-week-spine.md`).
It sits in AI & LLM Engineering. It works with Obsidian and Python. The repository describes itself as: 一个规划学习agent应用开发的导师skills.
When your agent uses it
- AI & LLM Engineering work in your project
Example prompts
- “生成 Week N 大纲”
- “生成 Day N”
- “根据反馈继续”
- “/ai-agent-daily-mentor”
Requirements
- Python 3
- Docker
Workflow steps
9 steps, taken from the step headings in SKILL.md.
- 每周大纲模式
- 每日教学模式
- 周计划调整模式
- Obsidian 知识点维护模式
- 📌 今日核心死磕
- 🎯 6小时精细化路线
- 💻 今日代码实战
- 🎯 每日自我验收题
- 📥 明日同步接口
What it can do on your machine
Read from SKILL.md and the folder at commit a4952c2. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
AI Agent Daily Mentor loads about 1.4k tokens when it runs, and up to ~9.9k if it reads all its reference files. Until then it costs about 56 tokens; SKILL.md has 452 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.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
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); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 452 words (~1,377 tokens).
“使用本 skill 时，扮演严谨的 Python 后端兼 AI Agent 导师，带用户完成 2 个月上海/杭州 AI Agent 实习冲刺。所有教学说明必须使用中文；英文只允许出现在代码、命令、文件名、库名、API 名称和必要技术名词中。”
- name
- ai-agent-daily-mentor
Files
SKILL.md and 10 other files (references) in the repository root of Marcos-wu/ai-agent-daily-mentor.
- SKILL.md
- README.md
- agents/openai.yaml
- references/8-week-spine.md
- references/adaptation-policy.md
- references/day1-seed.md
- references/final-project-blueprint.md
- references/internship-success-insights.md
- references/obsidian-linking-policy.md
- references/obsidian-note-maintenance-policy.md
- references/weekly-outline-template.md
Open the folder on GitHubat commit a4952c2
Compare with similar skills
AI Agent Daily Mentor 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 |
|---|---|---|---|---|---|---|
| AI Agent Daily Mentor this skillMarcos-wu/ai-agent-daily-mentor | 139 | — | ~1.4k | Automated safety check: Pass | None | |
| LLM Benchmarking with lm-evaluation-harnessOrchestra-Research/AI-Research-SKILLs | 13k | 8 repos | ~3k | Automated safety check: Pass | MIT | |
| Segment Anything Model GuideOrchestra-Research/AI-Research-SKILLs | 13k | 8 repos | ~3.3k | Automated safety check: Pass | MIT | |
| Chroma Vector DatabaseOrchestra-Research/AI-Research-SKILLs | 13k | 7 repos | ~2.3k | Automated safety check: Pass | MIT | |
| CLIP Image-Text MatchingOrchestra-Research/AI-Research-SKILLs | 13k | 7 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Paddle Design DistributedPaddlePaddle/Paddle | 24k | — | ~660 | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about AI Agent Daily Mentor
What does AI Agent Daily Mentor do?
中文 AI Agent 实习冲刺导师。用于生成 8 周 AI Agent 学习路线的每周大纲、每日 6 小时学习内容、基于反馈的后续调整，以及 Obsidian 双链知识点维护。适用于用户提出“生成 Week N 大纲”“生成 Day N”“根据反馈继续”“补全双链/生成知识点笔记”等请求时。输出必须为中文，围绕 AI-Interview 主项目，包含固定 5…. AI Agent Daily Mentor is an agent skill from Marcos-wu/ai-agent-daily-mentor.
When should I use AI Agent Daily Mentor?
AI Agent Daily Mentor fits situations like: AI & LLM Engineering work in your project.
How do I install AI Agent Daily Mentor in Claude Code?
Run `npx skills add Marcos-wu/ai-agent-daily-mentor --skill ai-agent-daily-mentor -a claude-code`. Or copy the skill folder (the Marcos-wu/ai-agent-daily-mentor repository) into .claude/skills/ai-agent-daily-mentor in your project. Claude Code loads it when a task matches its description.
How do I install AI Agent Daily Mentor in Codex?
Run `npx skills add Marcos-wu/ai-agent-daily-mentor --skill ai-agent-daily-mentor -a codex`. Or copy the skill folder (the Marcos-wu/ai-agent-daily-mentor repository) into .agents/skills/ai-agent-daily-mentor in your project. Codex loads it when a task matches its description.
Can I use AI Agent Daily Mentor in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Marcos-wu/ai-agent-daily-mentor --skill ai-agent-daily-mentor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-agent-daily-mentor, .gemini/skills/ai-agent-daily-mentor, .github/skills/ai-agent-daily-mentor and .opencode/skills/ai-agent-daily-mentor in your project.
What does AI Agent Daily Mentor need to run?
SKILL.md names no scripts, command-line tools or credentials: AI Agent Daily Mentor is instructions for the agent only. Our summary lists: Python 3; Docker.
Does AI Agent Daily Mentor access the network?
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.
Is AI Agent Daily Mentor safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does AI Agent Daily Mentor use?
No licence was found for AI Agent Daily Mentor or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does AI Agent Daily Mentor use?
About 1.4k tokens (SKILL.md is roughly 5.5k 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 8.5k tokens, read only when the agent opens those files.
What are the alternatives to AI Agent Daily Mentor?
Skills that share tags, products or a category with AI Agent Daily Mentor: LLM Benchmarking with lm-evaluation-harness (Orchestra-Research/AI-Research-SKILLs, 13k stars), Segment Anything Model Guide (Orchestra-Research/AI-Research-SKILLs, 13k stars), Chroma Vector Database (Orchestra-Research/AI-Research-SKILLs, 13k stars) and CLIP Image-Text Matching (Orchestra-Research/AI-Research-SKILLs, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains AI Agent Daily Mentor?
Marcos-wu (a GitHub user) maintains it in Marcos-wu/ai-agent-daily-mentor, which has 139 GitHub stars. The repository was last updated on June 10, 2026.
Source: Marcos-wu/ai-agent-daily-mentor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.