Karpathy LLM Wiki
Astro-Han/karpathy-llm-wiki
A skill your agent uses when building or maintaining a personal LLM-powered knowledge base.
Health-check the wiki and apply confidence decay. An agent skill from IssacW228/student-llm-wiki.
Install Wiki Lint
The automated check flagged lines worth reading first. See the safety section below.
$ npx skills add IssacW228/student-llm-wiki --skill wiki-lint -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install IssacW228/student-llm-wiki wiki-lint --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/IssacW228/student-llm-wiki.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/wiki-lint .claude/skills/wiki-lint && 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 "wiki-lint" agent skill from https://github.com/IssacW228/student-llm-wiki/tree/main/skills/wiki-lint into .claude/skills/wiki-lint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-lint", 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/IssacW228/student-llm-wiki/tree/main/skills/wiki-lintType 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 IssacW228/student-llm-wiki --skill wiki-lint -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install IssacW228/student-llm-wiki wiki-lint --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/IssacW228/student-llm-wiki.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/wiki-lint .agents/skills/wiki-lint && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "wiki-lint" agent skill from https://github.com/IssacW228/student-llm-wiki/tree/main/skills/wiki-lint into .agents/skills/wiki-lint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-lint", 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 IssacW228/student-llm-wiki --skill wiki-lint -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install IssacW228/student-llm-wiki wiki-lint --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/IssacW228/student-llm-wiki.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/wiki-lint .cursor/skills/wiki-lint && 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 "wiki-lint" agent skill from https://github.com/IssacW228/student-llm-wiki/tree/main/skills/wiki-lint into .cursor/skills/wiki-lint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-lint", 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/IssacW228/student-llm-wiki.git --path skills/wiki-lint--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 IssacW228/student-llm-wiki --skill wiki-lint -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install IssacW228/student-llm-wiki wiki-lint --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/IssacW228/student-llm-wiki.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/wiki-lint .gemini/skills/wiki-lint && 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 "wiki-lint" agent skill from https://github.com/IssacW228/student-llm-wiki/tree/main/skills/wiki-lint into .gemini/skills/wiki-lint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-lint", 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 IssacW228/student-llm-wiki wiki-lintInstalls 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 IssacW228/student-llm-wiki --skill wiki-lint -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/IssacW228/student-llm-wiki.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/wiki-lint .github/skills/wiki-lint && 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 "wiki-lint" agent skill from https://github.com/IssacW228/student-llm-wiki/tree/main/skills/wiki-lint into .github/skills/wiki-lint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-lint", 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 IssacW228/student-llm-wiki --skill wiki-lint -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install IssacW228/student-llm-wiki wiki-lint --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/IssacW228/student-llm-wiki.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/wiki-lint .opencode/skills/wiki-lint && 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 "wiki-lint" agent skill from https://github.com/IssacW228/student-llm-wiki/tree/main/skills/wiki-lint into .opencode/skills/wiki-lint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-lint", 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
wiki-lint- GitHub stars
- 177
- Token cost
- ~412 tokens
- SKILL.md length
- 96 words
- Files
- 1
- Skills in repo
- 6
- Repo updated
- First seen
- Licence
- MIT
At a glance
Health-check the wiki and apply confidence decay. An agent skill from IssacW228/student-llm-wiki.
- Works in 8 steps: 孤立页 Orphans: 没有任何 [[链接]] 指向的概念页 → 断链 Broken links: [[链接]] 指向不存在的页面 → 矛盾 Contradictions: 不同页面对同一概念的冲突描述。同时写入… → …
- Wants to find orphan pages
- SKILL.md covers 检查项 Checks, 流程 Process and 报告格式 Report
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Wiki Lint is an agent skill from IssacW228/student-llm-wiki. Health-check the wiki and apply confidence decay. This skill should be used when the user says "lint", "检查wiki", "check the wiki", or wants to find orphan pages, broken links, contradictions, or stale concepts. Runs the 30-day confidence decay rule and reports issues for the user to fix.
Its SKILL.md is about 410 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Knowledge Management, covering LLM wikis. The repository describes itself as: 📚 Student LLM Wiki — AI-compiled knowledge base for university students. Drop course slides, get a persistent interlinked wiki. Feynman review, exam prep, confidence decay… The licence is MIT.
When your agent uses it
- Wants to find orphan pages
- Tasks that involve LLM wikis
Example prompts
- “检查wiki”
- “check the wiki”
- “/wiki-lint”
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- 孤立页 Orphans: 没有任何 [[链接]] 指向的概念页
- 断链 Broken links: [[链接]] 指向不存在的页面
- 矛盾 Contradictions: 不同页面对同一概念的冲突描述。同时写入 wiki/contradictions.md（用 wiki-ingest 中的矛盾记录格式）并更新 overview.md 的矛盾摘要
- 陈旧内容 Stale: confidence:low 且长期未更新的页面
- Confidence 衰减 Decay
- 跨课程缺失 Missing links: 同一概念出现在多门课但没有互链
- 课程总览缺失 Missing overviews: index.md 中每门课是否都有对应的 wiki/courses/{course}-overview.md；缺少则自动创建（用 wiki-ingest 中的课程总览页格式）
- 术语表缺失 Glossary gaps: 检查 wiki/glossary.md 中缺少哪些已有概念页的术语条目，补充完整
What it can do on your machine
Read from SKILL.md and the folder at commit 3e2abe0. 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
Wiki Lint loads about 412 tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 96 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: warnings
The automated check found patterns that need a careful read before installing.
- WarningTells the agent its actions are pre-authorized / not to stop for confirmationSKILL.md:29
4. 修复后，批量维护（无需用户确认，直接更新）：
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 IssacW228/student-llm-wiki at commit 3e2abe0, republished under its MIT licence (© IssacW228). 96 words, ~412 tokens.
Download SKILL.mdSave it as
.claude/skills/wiki-lint/SKILL.md (or your agent's skills folder).- name
- wiki-lint
- description
- Health-check the wiki and apply confidence decay. This skill should be used when the user says "lint", "检查wiki", "check the wiki", or wants to find orphan pages, broken links, contradictions, or stale concepts. Runs the 30-day confidence decay rule and reports issues for the user to fix.
Wiki Lint
健康检查知识库。 Health-check the knowledge base.
检查项 Checks
- 孤立页 Orphans: 没有任何
[[链接]]指向的概念页 - 断链 Broken links:
[[链接]]指向不存在的页面 - 矛盾 Contradictions: 不同页面对同一概念的冲突描述。同时写入
wiki/contradictions.md（用 wiki-ingest 中的矛盾记录格式）并更新overview.md的矛盾摘要 - 陈旧内容 Stale: confidence:low 且长期未更新的页面
- Confidence 衰减 Decay:
- 若概念页
last_reviewed距今 >30天，且期间未被新页面引用 → confidence 降一级（high→medium→low） - 列出所有降级的概念
- 若概念页
- 跨课程缺失 Missing links: 同一概念出现在多门课但没有互链
- 课程总览缺失 Missing overviews:
index.md中每门课是否都有对应的wiki/courses/{course}-overview.md；缺少则自动创建（用 wiki-ingest 中的课程总览页格式） - 术语表缺失 Glossary gaps: 检查
wiki/glossary.md中缺少哪些已有概念页的术语条目，补充完整
流程 Process
- 读
wiki/index.md获取所有页面列表 - 按需读取页面检查（遵守token预算，分批检查）
- 报告发现，询问用户要修复哪些（不要自动全改）
- 修复后，批量维护（无需用户确认，直接更新）：
wiki/courses/{course}-overview.md（缺少的课程总览页直接新建）wiki/glossary.md（补充缺失的术语条目）wiki/contradictions.md（追加新发现的矛盾）wiki/connections-log.md（补录缺失的跨课连接）wiki/overview.md（同步更新矛盾摘要、连接摘要、课程列表）wiki/log.md（追加格式:## {YYYY-MM-DD} — lint: 孤立N 断链N 衰减N 矛盾N 补连N 补总览N 补术语N）
报告格式 Report
🏝️ 孤立页 (N): ...
🔗 断链 (N): ...
⚡ 矛盾 (N): ...
📉 衰减降级 (N): [概念] high→medium (45天未复习)
🌉 缺失跨课连接 (N): [概念A] 和 [概念B] 应互链
📂 缺失课程总览 (N): wiki/courses/{course}-overview.md
📖 术语表缺失条目 (N): [概念名]© IssacW228, MIT. 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/wiki-lint of IssacW228/student-llm-wiki.
Open the folder on GitHubat commit 3e2abe0
Compare with similar skills
Wiki Lint 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 |
|---|---|---|---|---|---|---|
| Wiki Lint this skillIssacW228/student-llm-wiki | 177 | — | ~412 | Automated safety check: Warn | MIT | |
| Karpathy LLM WikiAstro-Han/karpathy-llm-wiki | 2.5k | — | ~3.6k | Automated safety check: Pass | MIT | |
| LLM Wikilewislulu/llm-wiki-skill | 655 | — | ~3.7k | Automated safety check: Pass | None | |
| Wiki Builderrohitg00/pro-workflow | 2.9k | — | ~1k | Automated safety check: Pass | None | |
| Codex History IngestAr9av/obsidian-wiki | 3.5k | — | ~2.2k | Automated safety check: Notes | MIT | |
| Arkon Editnduckmink/arkon | 1.5k | — | ~1.6k | Automated safety check: Pass | Custom licence |
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lewislulu/llm-wiki-skill
Build and maintain a Karpathy-style LLM knowledge base — a self-compiling Obsidian markdown wiki where an Agent ingests raw sources, compiles cross-linked concept/entity/summary pages, answers…
Wiki Builder
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Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base.
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Ingest Codex CLI conversation/session history into Obsidian as distilled knowledge.
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Propose or directly apply edits to Arkon wiki pages, including proposing brand new pages.
Research Wiki Builder
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More from IssacW228/student-llm-wiki
Wiki Core
IssacW228/student-llm-wiki
Core operating rules for the student knowledge wiki. An agent skill from IssacW228/student-llm-wiki.
Wiki Ingest
IssacW228/student-llm-wiki
Digest a course source file into the wiki. An agent skill from IssacW228/student-llm-wiki.
Exam Prep
IssacW228/student-llm-wiki
Generate practice exam questions from weak concepts. An agent skill from IssacW228/student-llm-wiki.
Wiki Diagram
IssacW228/student-llm-wiki
Add Mermaid diagrams to wiki pages to aid understanding. An agent skill from IssacW228/student-llm-wiki.
Wiki Review
IssacW228/student-llm-wiki
Feynman-technique review mode for studying. An agent skill from IssacW228/student-llm-wiki.
Related
Categories
Questions about Wiki Lint
What does Wiki Lint do?
Health-check the wiki and apply confidence decay. An agent skill from IssacW228/student-llm-wiki. Wiki Lint is an agent skill from IssacW228/student-llm-wiki. Health-check the wiki and apply confidence decay.
When should I use Wiki Lint?
Wiki Lint fits situations like: wants to find orphan pages; tasks that involve LLM wikis.
How do I install Wiki Lint in Claude Code?
Run `npx skills add IssacW228/student-llm-wiki --skill wiki-lint -a claude-code`. Or copy the skill folder (skills/wiki-lint in IssacW228/student-llm-wiki) into .claude/skills/wiki-lint in your project. Claude Code loads it when a task matches its description.
How do I install Wiki Lint in Codex?
Run `npx skills add IssacW228/student-llm-wiki --skill wiki-lint -a codex`. Or copy the skill folder (skills/wiki-lint in IssacW228/student-llm-wiki) into .agents/skills/wiki-lint in your project. Codex loads it when a task matches its description.
Can I use Wiki Lint 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 IssacW228/student-llm-wiki --skill wiki-lint -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wiki-lint, .gemini/skills/wiki-lint, .github/skills/wiki-lint and .opencode/skills/wiki-lint in your project.
What does Wiki Lint need to run?
SKILL.md names no scripts, command-line tools or credentials: Wiki Lint is instructions for the agent only.
Does Wiki Lint 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 Wiki Lint safe to install?
Our automated static check of SKILL.md flagged 1 warning(s): tells the agent its actions are pre-authorized / not to stop for confirmation. Read the flagged lines before installing; the check is not a guarantee either way.
What licence does Wiki Lint use?
Wiki Lint is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Wiki Lint use?
About 412 tokens (SKILL.md is roughly 1.6k 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 Wiki Lint?
Skills that share tags, products or a category with Wiki Lint: Karpathy LLM Wiki (Astro-Han/karpathy-llm-wiki, 2.5k stars), LLM Wiki (lewislulu/llm-wiki-skill, 655 stars), Wiki Builder (rohitg00/pro-workflow, 2.9k stars) and Codex History Ingest (Ar9av/obsidian-wiki, 3.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Wiki Lint?
IssacW228 (a GitHub user) maintains it in IssacW228/student-llm-wiki, which has 177 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on June 16, 2026.
Source: IssacW228/student-llm-wiki on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.