Kaggle Learner
Galaxy-Dawn/claude-scholar
This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions Kaggle competition URLs.
结构化交互式学习助手，当用户希望学习项目相关知识、特定代码文件或底层技术时使用此技能，它会将学习过程记录为持久化的 Markdown 日志
Apache-2.0Auto-check passed
Install Project Learner
$ npx skills add cafe3310/public-agent-skills --skill project-learner -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install cafe3310/public-agent-skills project-learner --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/cafe3310/public-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills_parked/project-learner .claude/skills/project-learner && 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 "project-learner" agent skill from https://github.com/cafe3310/public-agent-skills/tree/main/skills_parked/project-learner into .claude/skills/project-learner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-learner", 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/cafe3310/public-agent-skills/tree/main/skills_parked/project-learnerType 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 cafe3310/public-agent-skills --skill project-learner -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install cafe3310/public-agent-skills project-learner --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cafe3310/public-agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills_parked/project-learner .agents/skills/project-learner && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "project-learner" agent skill from https://github.com/cafe3310/public-agent-skills/tree/main/skills_parked/project-learner into .agents/skills/project-learner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-learner", 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 cafe3310/public-agent-skills --skill project-learner -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install cafe3310/public-agent-skills project-learner --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cafe3310/public-agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills_parked/project-learner .cursor/skills/project-learner && 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 "project-learner" agent skill from https://github.com/cafe3310/public-agent-skills/tree/main/skills_parked/project-learner into .cursor/skills/project-learner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-learner", 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/cafe3310/public-agent-skills.git --path skills_parked/project-learner--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 cafe3310/public-agent-skills --skill project-learner -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install cafe3310/public-agent-skills project-learner --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cafe3310/public-agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills_parked/project-learner .gemini/skills/project-learner && 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 "project-learner" agent skill from https://github.com/cafe3310/public-agent-skills/tree/main/skills_parked/project-learner into .gemini/skills/project-learner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-learner", 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 cafe3310/public-agent-skills project-learnerInstalls 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 cafe3310/public-agent-skills --skill project-learner -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/cafe3310/public-agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills_parked/project-learner .github/skills/project-learner && 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 "project-learner" agent skill from https://github.com/cafe3310/public-agent-skills/tree/main/skills_parked/project-learner into .github/skills/project-learner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-learner", 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 cafe3310/public-agent-skills --skill project-learner -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install cafe3310/public-agent-skills project-learner --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cafe3310/public-agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills_parked/project-learner .opencode/skills/project-learner && 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 "project-learner" agent skill from https://github.com/cafe3310/public-agent-skills/tree/main/skills_parked/project-learner into .opencode/skills/project-learner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-learner", 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
project-learner- GitHub stars
- 255
- Token cost
- ~294 tokens
- SKILL.md length
- 56 words
- Files
- 1
- Skills in repo
- 29
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
结构化交互式学习助手，当用户希望学习项目相关知识、特定代码文件或底层技术时使用此技能，它会将学习过程记录为持久化的 Markdown 日志
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Project Learner is an agent skill from cafe3310/public-agent-skills. 结构化交互式学习助手，当用户希望学习项目相关知识、特定代码文件或底层技术时使用此技能，它会将学习过程记录为持久化的 Markdown 日志
Its SKILL.md is about 290 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: personal agent skills for better QoL. The licence is Apache-2.0.
Example prompts
- “/project-learner”
What it can do on your machine
Read from SKILL.md and the folder at commit 6c45501. 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.
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
Project Learner loads about 294 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 56 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
The full file from cafe3310/public-agent-skills at commit 6c45501, republished under its Apache-2.0 licence (© cafe3310). 56 words, ~294 tokens.
Download SKILL.mdSave it as
.claude/skills/project-learner/SKILL.md (or your agent's skills folder).- name
- project-learner
- description
- 结构化交互式学习助手，当用户希望学习项目相关知识、特定代码文件或底层技术时使用此技能，它会将学习过程记录为持久化的 Markdown 日志
- license
- Apache-2.0
- author
- github/cafe3310
Project Learner (项目学习助手)
此技能将 Agent 转化为一位专属的项目导师，不仅回答用户的问题，还将每一次的讲解自动整理、记录到学习日志中。
要求
如果用户要求继续之前的学习，找找是否有符合条件的学习记录，或问用户提供这样的学习日志文件，然后继续。不必创建已经存在的文件。
会话初始化
当用户开启一个新的学习主题时：
明确信息: 确认用户想要学习的内容，也了解用户已有的知识水平。
创建日志: 在 docs/ 目录下创建一个新的 Markdown 文件。
- 日志命名规范:
{YYYY-MM-DD-HH-mm}-learning-{topic}.md(使用date命令获取精确时间)。 - 日志结构: 描述 1. 用户的诉求和背景知识 2. 本次学习任务的信息 3. 用户提出的额外诉求
2. 交互式教学
初始化完成之后，用户可能对项目整体架构发问，也可能咨询特定变更，甚至可能咨询和项目无关的知识。
Agent 要对用户的每个问题，分析-调研-讲解-记录。必要时，查询互联网做 Grounding。
在记录时，将讲解内容写到新的 Markdown 日志中：
日志命名规范:
{YYYY-MM-DD-HH-mm}-learning-{topic}-{this-turn-topic}.md日志结构：参考结构如下， > 部分是给 Agent 的内容生成参考。
```markdown ### 问题 > 用户的具体问题 ... ### 讲解 > 刚才的讲解内容 ... ### 涉及代码 > 如果有，列出项目中的相关代码，让用户可以参考学习 ... ### 核心知识点 > 列出讲解了的概念，让用户可以扩展了解 ... ```
如果用户提出了任何对整体教学的额外诉求，编辑添加到学习会话的初始化日志，并在后面的教学中遵循。
© cafe3310, 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
Files
Just SKILL.md in skills_parked/project-learner of cafe3310/public-agent-skills.
Open the folder on GitHubat commit 6c45501
Compare with similar skills
Project Learner 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 |
|---|---|---|---|---|---|---|
| Project Learner this skillcafe3310/public-agent-skills | 255 | — | ~294 | Automated safety check: Pass | Apache-2.0 | |
| Kaggle LearnerGalaxy-Dawn/claude-scholar | 5.7k | 2 repos | ~940 | Automated safety check: Pass | MIT | |
| Rust Learneractionbook/actionbook | 1.6k | — | ~431 | Automated safety check: Pass | Apache-2.0 | |
| Universal Learnerhuangserva/skill-prompt-generator | 1.5k | 1 repos | ~1.2k | Automated safety check: Pass | None | |
| Sw Learnerhashgraph-online/awesome-codex-plugins | 1.2k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Learner Trackingmadhvantyagi/Gnos | 336 | — | ~1.4k | Automated safety check: Pass | MIT |
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Record what the learner does and adapt the course to it in real time.
Convention Learner
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Detects and enforces project-specific coding conventions by analyzing existing codebase patterns.
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Questions about Project Learner
What does Project Learner do?
结构化交互式学习助手，当用户希望学习项目相关知识、特定代码文件或底层技术时使用此技能，它会将学习过程记录为持久化的 Markdown 日志. Project Learner is an agent skill from cafe3310/public-agent-skills.
How do I install Project Learner in Claude Code?
Run `npx skills add cafe3310/public-agent-skills --skill project-learner -a claude-code`. Or copy the skill folder (skills_parked/project-learner in cafe3310/public-agent-skills) into .claude/skills/project-learner in your project. Claude Code loads it when a task matches its description.
How do I install Project Learner in Codex?
Run `npx skills add cafe3310/public-agent-skills --skill project-learner -a codex`. Or copy the skill folder (skills_parked/project-learner in cafe3310/public-agent-skills) into .agents/skills/project-learner in your project. Codex loads it when a task matches its description.
Can I use Project Learner 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 cafe3310/public-agent-skills --skill project-learner -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/project-learner, .gemini/skills/project-learner, .github/skills/project-learner and .opencode/skills/project-learner in your project.
What does Project Learner need to run?
SKILL.md names no scripts, command-line tools or credentials: Project Learner is instructions for the agent only.
Does Project Learner 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 Project Learner 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 Project Learner use?
Project Learner is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Project Learner use?
About 294 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Project Learner?
Skills that share tags, products or a category with Project Learner: Kaggle Learner (Galaxy-Dawn/claude-scholar, 5.7k stars), Rust Learner (actionbook/actionbook, 1.6k stars), Universal Learner (huangserva/skill-prompt-generator, 1.5k stars) and Sw Learner (hashgraph-online/awesome-codex-plugins, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Project Learner?
cafe3310 (a GitHub user) maintains it in cafe3310/public-agent-skills, which has 255 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on June 26, 2026.
Source: cafe3310/public-agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.