LLM Wiki Knowledge Graph
Egonex-AI/Understand-Anything
Detects a Karpathy-pattern LLM wiki and builds an interactive knowledge graph with entities, implicit relationships and topic clusters.
Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base.
Install Wiki Builder
$ npx skills add rohitg00/pro-workflow --skill wiki-builder -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rohitg00/pro-workflow wiki-builder --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/rohitg00/pro-workflow.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/wiki-builder .claude/skills/wiki-builder && 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-builder" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/wiki-builder into .claude/skills/wiki-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-builder", 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/rohitg00/pro-workflow/tree/main/skills/wiki-builderType 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 rohitg00/pro-workflow --skill wiki-builder -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rohitg00/pro-workflow wiki-builder --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/wiki-builder .agents/skills/wiki-builder && 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-builder" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/wiki-builder into .agents/skills/wiki-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-builder", 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 rohitg00/pro-workflow --skill wiki-builder -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rohitg00/pro-workflow wiki-builder --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/wiki-builder .cursor/skills/wiki-builder && 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-builder" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/wiki-builder into .cursor/skills/wiki-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-builder", 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/rohitg00/pro-workflow.git --path skills/wiki-builder--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 rohitg00/pro-workflow --skill wiki-builder -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rohitg00/pro-workflow wiki-builder --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/wiki-builder .gemini/skills/wiki-builder && 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-builder" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/wiki-builder into .gemini/skills/wiki-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-builder", 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 rohitg00/pro-workflow wiki-builderInstalls 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 rohitg00/pro-workflow --skill wiki-builder -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/wiki-builder .github/skills/wiki-builder && 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-builder" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/wiki-builder into .github/skills/wiki-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-builder", 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 rohitg00/pro-workflow --skill wiki-builder -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rohitg00/pro-workflow wiki-builder --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/wiki-builder .opencode/skills/wiki-builder && 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-builder" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/wiki-builder into .opencode/skills/wiki-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-builder", 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-builder- GitHub stars
- 2.9k
- Token cost
- ~1k tokens
- SKILL.md length
- 309 words
- Files
- 14 (incl. scripts, references)
- Skills in repo
- 41
- Repo updated
- First seen
- Licence
- None found
At a glance
Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base.
- Works in 6 steps: Resolve action (init / ingest / compile… → Read wiki.config.md of the target wiki… → Every claim that lands in wiki/ must… → …
- The user says start a wiki
- SKILL.md covers When to use, Locations, Flavors and Layout, plus 6 more sections
- Runs Shell and JavaScript scripts from its folder; calls node
What it does
Wiki Builder is an agent skill from rohitg00/pro-workflow. Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base. Each wiki is a folder of markdown pages with provenance, plus a shadow FTS5 index so any session can recall it. Use when the user says "start a wiki", "add to wiki", "compile a page", "wiki on X", or wants a long-lived knowledge base on a topic, paper, product, person, project, or codebase.
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 18 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/wiki-flavors.md` and `scripts/init_wiki.sh`).
It sits in Knowledge Management, covering LLM wikis and Knowledge bases. It works with SQLite. The repository describes itself as: Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and 17 battle-tested…
When your agent uses it
- The user says start a wiki
- Wants a long-lived knowledge base on a topic
Example prompts
- “start a wiki”
- “add to wiki”
- “compile a page”
- “/wiki-builder”
Requirements
- Node.js
- A Bash shell
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Resolve action (init / ingest / compile / list / reindex / info).
- Read wiki.config.md of the target wiki before any compile.
- Every claim that lands in wiki/ must cite a row in sources.md (one citation = one source row).
- After page write, call wiki-cli.js page so FTS index stays in sync.
- Append a one-line entry to logs/maintenance-log.md per change.
- Update wiki/index.md if new top-level page.
What it can do on your machine
Read from SKILL.md and the folder at commit 86d5f27. 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
Ships 2 files in scripts/ (Shell and JavaScript), which the agent can run.
Shell commands in SKILL.md call:
node
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 Builder loads about 1k tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 102 tokens; SKILL.md has 309 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 309 words (~1,002 tokens).
“Persistent knowledge base for any topic. Markdown on disk + SQLite FTS5 shadow index.”
- name
- wiki-builder
- user-invocable
- true
Files
SKILL.md and 13 other files (scripts, references) in skills/wiki-builder of rohitg00/pro-workflow.
- SKILL.md
- agents/openai.yaml
- references/wiki-flavors.md
- scripts/init_wiki.sh
- scripts/wiki-cli.js
- templates/index.md
- templates/maintenance-log.md
- templates/prompts/compile-concept-page.md
- templates/prompts/compile-index.md
- templates/prompts/compile-source-page.md
- templates/prompts/lint-wiki.md
- templates/prompts/query-and-file.md
- templates/sources.md
- templates/wiki.config.md
Open the folder on GitHubat commit 86d5f27
Compare with similar skills
Wiki Builder 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 Builder this skillrohitg00/pro-workflow | 2.9k | — | ~1k | Automated safety check: Pass | None | |
| LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| LLM Wikilewislulu/llm-wiki-skill | 655 | — | ~3.7k | Automated safety check: Pass | None | |
| Arkon Editnduckmink/arkon | 1.5k | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Research Wiki Builderdair-ai/dair-academy-plugins | 614 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Arkon Querynduckmink/arkon | 1.5k | — | ~1k | Automated safety check: Pass | Custom licence |
Similar skills
LLM Wiki
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…
Arkon Edit
nduckmink/arkon
Propose or directly apply edits to Arkon wiki pages, including proposing brand new pages.
Research Wiki Builder
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.
Arkon Query
nduckmink/arkon
Answer questions using the Arkon knowledge base. An agent skill from nduckmink/arkon.
LLM Wiki
praneybehl/llm-wiki-plugin
Build and maintain an LLM-curated knowledge base from papers, articles, transcripts, notes and project findings.
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Related
Works with
Categories
Questions about Wiki Builder
What does Wiki Builder do?
Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base. Wiki Builder is an agent skill from rohitg00/pro-workflow. Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base.
When should I use Wiki Builder?
Wiki Builder fits situations like: the user says start a wiki; wants a long-lived knowledge base on a topic.
How do I install Wiki Builder in Claude Code?
Run `npx skills add rohitg00/pro-workflow --skill wiki-builder -a claude-code`. Or copy the skill folder (skills/wiki-builder in rohitg00/pro-workflow) into .claude/skills/wiki-builder in your project. Claude Code loads it when a task matches its description.
How do I install Wiki Builder in Codex?
Run `npx skills add rohitg00/pro-workflow --skill wiki-builder -a codex`. Or copy the skill folder (skills/wiki-builder in rohitg00/pro-workflow) into .agents/skills/wiki-builder in your project. Codex loads it when a task matches its description.
Can I use Wiki Builder 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 rohitg00/pro-workflow --skill wiki-builder -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-builder, .gemini/skills/wiki-builder, .github/skills/wiki-builder and .opencode/skills/wiki-builder in your project.
What does Wiki Builder need to run?
Going by SKILL.md and its folder, Wiki Builder needs a shell and JavaScript for the scripts in its folder and the command-line tools its instructions call (node). Our summary lists: Node.js; A Bash shell.
Does Wiki Builder 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 Builder 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Wiki Builder use?
No licence was found for Wiki Builder or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Wiki Builder use?
About 1k tokens (SKILL.md is roughly 4k 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 895 tokens, read only when the agent opens those files.
What are the alternatives to Wiki Builder?
Skills that share tags, products or a category with Wiki Builder: LLM Wiki Knowledge Graph (Egonex-AI/Understand-Anything, 86k stars), LLM Wiki (lewislulu/llm-wiki-skill, 655 stars), Arkon Edit (nduckmink/arkon, 1.5k stars) and Research Wiki Builder (dair-ai/dair-academy-plugins, 614 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Wiki Builder?
rohitg00 (a GitHub user) maintains it in rohitg00/pro-workflow, which has 2,906 GitHub stars. The repository holds 41 skills in this directory. The repository was last updated on September 29, 2026.
Source: rohitg00/pro-workflow on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.