Karpathy LLM Wiki
Astro-Han/karpathy-llm-wiki
A skill your agent uses when building or maintaining a personal LLM-powered knowledge base.
Encyclopedic neutral-reference writing craft — NPOV (attribute facts not opinions, due weight, neutral faction labels, verdict restraint), summary style and Coatrack avoidance, wikilink conventions…
$ npx skills add alfadur7/llm-wiki-newsroom --skill encyclopedia-writing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install alfadur7/llm-wiki-newsroom encyclopedia-writing --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/alfadur7/llm-wiki-newsroom.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/encyclopedia-writing .claude/skills/encyclopedia-writing && 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 "encyclopedia-writing" agent skill from https://github.com/alfadur7/llm-wiki-newsroom/tree/main/.claude/skills/encyclopedia-writing into .claude/skills/encyclopedia-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "encyclopedia-writing", 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/alfadur7/llm-wiki-newsroom/tree/main/.claude/skills/encyclopedia-writingType 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 alfadur7/llm-wiki-newsroom --skill encyclopedia-writing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install alfadur7/llm-wiki-newsroom encyclopedia-writing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alfadur7/llm-wiki-newsroom.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/encyclopedia-writing .agents/skills/encyclopedia-writing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "encyclopedia-writing" agent skill from https://github.com/alfadur7/llm-wiki-newsroom/tree/main/.claude/skills/encyclopedia-writing into .agents/skills/encyclopedia-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "encyclopedia-writing", 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 alfadur7/llm-wiki-newsroom --skill encyclopedia-writing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install alfadur7/llm-wiki-newsroom encyclopedia-writing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alfadur7/llm-wiki-newsroom.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/encyclopedia-writing .cursor/skills/encyclopedia-writing && 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 "encyclopedia-writing" agent skill from https://github.com/alfadur7/llm-wiki-newsroom/tree/main/.claude/skills/encyclopedia-writing into .cursor/skills/encyclopedia-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "encyclopedia-writing", 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/alfadur7/llm-wiki-newsroom.git --path .claude/skills/encyclopedia-writing--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 alfadur7/llm-wiki-newsroom --skill encyclopedia-writing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install alfadur7/llm-wiki-newsroom encyclopedia-writing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alfadur7/llm-wiki-newsroom.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/encyclopedia-writing .gemini/skills/encyclopedia-writing && 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 "encyclopedia-writing" agent skill from https://github.com/alfadur7/llm-wiki-newsroom/tree/main/.claude/skills/encyclopedia-writing into .gemini/skills/encyclopedia-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "encyclopedia-writing", 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 alfadur7/llm-wiki-newsroom encyclopedia-writingInstalls 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 alfadur7/llm-wiki-newsroom --skill encyclopedia-writing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/alfadur7/llm-wiki-newsroom.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/encyclopedia-writing .github/skills/encyclopedia-writing && 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 "encyclopedia-writing" agent skill from https://github.com/alfadur7/llm-wiki-newsroom/tree/main/.claude/skills/encyclopedia-writing into .github/skills/encyclopedia-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "encyclopedia-writing", 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 alfadur7/llm-wiki-newsroom --skill encyclopedia-writing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install alfadur7/llm-wiki-newsroom encyclopedia-writing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alfadur7/llm-wiki-newsroom.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/encyclopedia-writing .opencode/skills/encyclopedia-writing && 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 "encyclopedia-writing" agent skill from https://github.com/alfadur7/llm-wiki-newsroom/tree/main/.claude/skills/encyclopedia-writing into .opencode/skills/encyclopedia-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "encyclopedia-writing", 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.
encyclopedia-writingEncyclopedic neutral-reference writing craft — NPOV (attribute facts not opinions, due weight, neutral faction labels, verdict restraint), summary style and Coatrack avoidance, wikilink conventions…
Encyclopedia Writing is an agent skill from alfadur7/llm-wiki-newsroom. Encyclopedic neutral-reference writing craft — NPOV (attribute facts not opinions, due weight, neutral faction labels, verdict restraint), summary style and Coatrack avoidance, wikilink conventions (link density, first-mention, slug alias, abbreviation glossing). Use when writing or reviewing a neutral encyclopedic/wiki reference, landscape overview, hub, or source page, or when a source-based connected document that advocates no particular viewpoint is needed.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `checks.py` and `criteria.json`).
It sits in Knowledge Management, covering LLM wikis. The repository describes itself as: Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked markdown wiki. A "reground" loop pulls… The licence is MIT.
Read from SKILL.md and the folder at commit 03173ce. 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.
Ships script files (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
en.wikipedia.orgFrom 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.
Encyclopedia Writing loads about 2.5k tokens when it runs. Until then it costs about 122 tokens; SKILL.md has 1,088 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 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.
The full file from alfadur7/llm-wiki-newsroom at commit 03173ce, republished under its MIT licence (© alfadur7). 1,088 words, ~2,481 tokens.
.claude/skills/encyclopedia-writing/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Neutral-reference writing craft drawn from the encyclopedic editing tradition (the Wikipedia policy family). It keeps this wiki's overview, issue, and hub pages a connected reference that is grounded in facts and sources and advocates no particular viewpoint. criteria.json is the SoT for each criterion's definition, comparator, and source; content-type thresholds and algorithm params are injected by .claude/layers/_manifest.json (the skill is content-type-agnostic). Examples are illustrative of the target English prose; the Korean-rendering rules below apply only when WIKI_LANG=ko and are inert on the default English corpus.
A reference's value comes from the link density that lets a reader move to adjacent concepts; at the same time, re-linking the same target within one section is visual noise.
[[wikilink]]s. "Articles on highly technical subjects might demand a higher density of links," so technical/finance pages may warrant a count above the floor.exempt_sections.All three are deterministic; checks.py (link-density·first-mention) or the orchestrator (lead-body) computes PASS/FAIL with manifest-injected thresholds/params.
A reference advocates no viewpoint (NPOV) and follows readable notation conventions (MoS). Deterministic; thresholds injected by manifest.
~ 지표가 정반대를 가리킨다; conditional ~로 보인다·~일 가능성이 있다; verdict ~이 합리적이다·가장 설명력이 높다·~에 부합한다.)본 문서는 ~로 둔다·여기서는 ~만 유지한다.)A piece covering a dispute advocates no side and fairly juxtaposes both, grounded in facts and sources (WP:NPOV — ASF and DUE run through every section).
enc.npov-asf — attribute every value-judgment/interpretation/claim with a named subject + source + figure/quote (≥2 of the 3); "avoid stating opinions as facts," and use no weasel words ("some say"·"many people"·"as is known"; ko renderings 혹자는·많은 사람이·알려진 바로는). judge=M. e.g. ✅ "The IPCC warned of coastal-city risk in its 2021 report" (named source + date) / ❌ "Many experts believe coastal cities are at risk" (anonymous plurality — weasel)
enc.due-weight — coverage is proportionate to prominence in reliable sources, not skewed to one side (WP:DUE); a minority view does not get equal space and is explicitly framed as a minority. judge=M. e.g. ✅ "The Earth is spherical and the scientific consensus is overwhelming; a minority dissents but without credible grounds" (proportionate weight + minority noted) / ❌ "The Earth is round. But some believe it is flat." (false balance)
enc.label-neutral — both faction labels (or the aggregate's tension-axis titles) must be drawn from an equivalent vocabulary set. If only one side gets a value-laden word ("myth"·"empirical proof"·"skepticism"·"innovation," etc.), that side is privileged or demoted — unify both on a structural/standpoint basis ("replacement vs augmentation"·"industry-led vs regulation-led"). Deterministic check for one-sided skew = 0. ko-localization rendering rule (WIKI_LANG=ko only) — even when the English original is neutral, a literal Korean rendering can introduce connotation, so when localizing a title to Korean, check the following English→Korean mapping (applies to labels, titles, and body alike):
| English (neutral) | Literal Korean (connotation introduced) | Recommended Korean (equivalent) |
|---|---|---|
| dual strategy | 이중성 (hypocrisy) | 이중 트랙·양 트랙 병행 |
| paradox | 역설 (wrong) | 반전·교차 구도 |
| tension | 긴장 (instability) | 대립·교차 압력 |
| trade-off | 절충 (concession) | 상충 균형·양립 조건 |
| hype | 과장 (value judgment) | 기대 담론·전망 강조 |
| myth | 신화 (falsehood) | 담론·통설·전망 |
enc.back-reference — a narrow issue piece keeps at least one entry-point link up to its parent/landscape overview (an upward link so the reader can move issue → field landscape; WP Summary style).
Encyclopedic conventions for a higher roll-up that covers lower detail. Deterministic; thresholds injected by manifest.
{{Main}} hatnote). The roll-up summarizes and provides a drill-down path, not a copy of the detail.A navigational-anchor page does not carry deep exposition; it serves as an entry point to adjacent pages. Deterministic; thresholds injected by manifest.
### Category; ko ### 카테고리) (MoS Layout). A grouped list passes regardless of count.Each URL points to the relevant page as of the last verification.
© alfadur7, 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 2 other files in .claude/skills/encyclopedia-writing of alfadur7/llm-wiki-newsroom.
Open the folder on GitHubat commit 03173ce
Encyclopedia Writing 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 |
|---|---|---|---|---|---|---|
| Encyclopedia Writing this skillalfadur7/llm-wiki-newsroom | 171 | — | ~2.5k | Automated safety check: Pass | 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 |
Astro-Han/karpathy-llm-wiki
A skill your agent uses when building or maintaining a personal LLM-powered knowledge base.
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…
rohitg00/pro-workflow
Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base.
Ar9av/obsidian-wiki
Ingest Codex CLI conversation/session history into Obsidian as distilled knowledge.
nduckmink/arkon
Propose or directly apply edits to Arkon wiki pages, including proposing brand new pages.
dair-ai/dair-academy-plugins
Creates and maintains configurable research wikis: scaffold a folder, add sources, compile pages and indexes, and file query answers back.
alfadur7/llm-wiki-newsroom
Guideline-authoring craft for instruction SoTs (.claude/ guides, CLAUDE.md, plan files) — operative rules vs recital, MUST/SHOULD/MAY force tiers, pruning, bloat control, blind review protocol…
alfadur7/llm-wiki-newsroom
Management-consulting writing craft — McKinsey SCR (Situation·Complication·Resolution), Minto Pyramid/MECE, BCG bold-bullet executive summary, so-what upfront, numeric precision, Forrester Landscape.
alfadur7/llm-wiki-newsroom
Journalism and argumentation writing craft — inverted pyramid, lede, nut graph, kicker, explainer framing, PAGE frames, Toulmin argument (claim/rebuttal/qualifier), Hegelian dialectic, BBC due…
alfadur7/llm-wiki-newsroom
Verifiable-attribution and citation-discipline craft — atomic claim decomposition, evidence grading (primary/analysis/forecast tiers), claimant attribution, citation typing…
Categories
Encyclopedic neutral-reference writing craft — NPOV (attribute facts not opinions, due weight, neutral faction labels, verdict restraint), summary style and Coatrack avoidance, wikilink conventions…. Encyclopedia Writing is an agent skill from alfadur7/llm-wiki-newsroom. Encyclopedic neutral-reference writing craft — NPOV (attribute facts not opinions, due weight, neutral faction labels, verdict restraint), summary style and Coatrack avoidance, wikilink conventions (link density, first-mention, slug alias, abbreviation glossing).
Encyclopedia Writing fits situations like: reviewing a neutral encyclopedic/wiki reference; landscape overview; A source-based connected document that advocates no particular viewpoint is needed.
Run `npx skills add alfadur7/llm-wiki-newsroom --skill encyclopedia-writing -a claude-code`. Or copy the skill folder (.claude/skills/encyclopedia-writing in alfadur7/llm-wiki-newsroom) into .claude/skills/encyclopedia-writing in your project. Claude Code loads it when a task matches its description.
Run `npx skills add alfadur7/llm-wiki-newsroom --skill encyclopedia-writing -a codex`. Or copy the skill folder (.claude/skills/encyclopedia-writing in alfadur7/llm-wiki-newsroom) into .agents/skills/encyclopedia-writing 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 alfadur7/llm-wiki-newsroom --skill encyclopedia-writing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/encyclopedia-writing, .gemini/skills/encyclopedia-writing, .github/skills/encyclopedia-writing and .opencode/skills/encyclopedia-writing in your project.
Going by SKILL.md and its folder, Encyclopedia Writing needs Python for the scripts in its folder. Our summary lists: Python 3.
SKILL.md names 1 domain. As links in the text: en.wikipedia.org. This is read from the text; nothing was executed.
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.
Encyclopedia Writing is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.5k tokens (SKILL.md is roughly 9.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Encyclopedia Writing: 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.
alfadur7 (a GitHub user) maintains it in alfadur7/llm-wiki-newsroom, which has 171 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 5, 2026.
Source: alfadur7/llm-wiki-newsroom on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.