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.
Open Knowledge Format (OKF) v0.2 guidance. An agent skill from inkeep/open-knowledge.
Install Okf Knowledge Base
$ npx skills add inkeep/open-knowledge --skill okf-knowledge-base -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install inkeep/open-knowledge okf-knowledge-base --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/inkeep/open-knowledge.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/server/assets/skills/packs/okf .claude/skills/okf-knowledge-base && 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 "okf-knowledge-base" agent skill from https://github.com/inkeep/open-knowledge/tree/main/packages/server/assets/skills/packs/okf into .claude/skills/okf-knowledge-base/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "okf-knowledge-base", 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/inkeep/open-knowledge/tree/main/packages/server/assets/skills/packs/okfType 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 inkeep/open-knowledge --skill okf-knowledge-base -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install inkeep/open-knowledge okf-knowledge-base --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/inkeep/open-knowledge.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/server/assets/skills/packs/okf .agents/skills/okf-knowledge-base && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "okf-knowledge-base" agent skill from https://github.com/inkeep/open-knowledge/tree/main/packages/server/assets/skills/packs/okf into .agents/skills/okf-knowledge-base/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "okf-knowledge-base", 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 inkeep/open-knowledge --skill okf-knowledge-base -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install inkeep/open-knowledge okf-knowledge-base --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/inkeep/open-knowledge.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/server/assets/skills/packs/okf .cursor/skills/okf-knowledge-base && 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 "okf-knowledge-base" agent skill from https://github.com/inkeep/open-knowledge/tree/main/packages/server/assets/skills/packs/okf into .cursor/skills/okf-knowledge-base/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "okf-knowledge-base", 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/inkeep/open-knowledge.git --path packages/server/assets/skills/packs/okf--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 inkeep/open-knowledge --skill okf-knowledge-base -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install inkeep/open-knowledge okf-knowledge-base --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/inkeep/open-knowledge.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/server/assets/skills/packs/okf .gemini/skills/okf-knowledge-base && 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 "okf-knowledge-base" agent skill from https://github.com/inkeep/open-knowledge/tree/main/packages/server/assets/skills/packs/okf into .gemini/skills/okf-knowledge-base/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "okf-knowledge-base", 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 inkeep/open-knowledge okf-knowledge-baseInstalls 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 inkeep/open-knowledge --skill okf-knowledge-base -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/inkeep/open-knowledge.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/server/assets/skills/packs/okf .github/skills/okf-knowledge-base && 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 "okf-knowledge-base" agent skill from https://github.com/inkeep/open-knowledge/tree/main/packages/server/assets/skills/packs/okf into .github/skills/okf-knowledge-base/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "okf-knowledge-base", 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 inkeep/open-knowledge --skill okf-knowledge-base -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install inkeep/open-knowledge okf-knowledge-base --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/inkeep/open-knowledge.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/server/assets/skills/packs/okf .opencode/skills/okf-knowledge-base && 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 "okf-knowledge-base" agent skill from https://github.com/inkeep/open-knowledge/tree/main/packages/server/assets/skills/packs/okf into .opencode/skills/okf-knowledge-base/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "okf-knowledge-base", 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
okf-knowledge-base- GitHub stars
- 4.4k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 523 words
- Files
- 2
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- GPL-3.0
At a glance
Open Knowledge Format (OKF) v0.2 guidance. An agent skill from inkeep/open-knowledge.
- Maintaining an OKF bundle
- SKILL.md covers Core rules, Authoring judgment, Read and maintain a bundle and OpenKnowledge's okf plugin
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Responding to OpenKnowledge okf plugin warnings
What it does
Okf Knowledge Base is an agent skill from inkeep/open-knowledge. Open Knowledge Format (OKF) v0.2 guidance. Use when creating, reading, reviewing, or maintaining an OKF bundle; responding to OpenKnowledge okf plugin warnings; or choosing types, provenance, links, indexes, or logs.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `plugin.json`). Compatibility notes: Any agent host with the OpenKnowledge MCP server configured. The optional okf plugin provides continuous conformance feedback.
It sits in Knowledge Management, covering Knowledge bases. The repository describes itself as: Beautiful, AI-native markdown IDE and LLM wiki. The licence is GPL-3.0.
When your agent uses it
- Maintaining an OKF bundle
- Responding to OpenKnowledge okf plugin warnings
Example prompts
- “/okf-knowledge-base”
Requirements
- Compatibility (from SKILL.md): Any agent host with the OpenKnowledge MCP server configured. The optional `okf` plugin provides continuous conformance feedback.
What it can do on your machine
Read from SKILL.md and the folder at commit cf9b84c. 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
Links to these hosts (documentation or services it may open):
github.com
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.
Compatibility
Any agent host with the OpenKnowledge MCP server configured. The optional `okf` plugin provides continuous conformance feedback.
From compatibility in the SKILL.md frontmatter.
Context cost
Okf Knowledge Base loads about 1.1k tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 523 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 inkeep/open-knowledge at commit cf9b84c, republished under its GPL-3.0 licence (© inkeep). 523 words, ~1,136 tokens.
Download SKILL.mdSave it as
.claude/skills/okf-knowledge-base/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- okf-knowledge-base
- description
- Open Knowledge Format (OKF) v0.2 guidance. Use when creating, reading, reviewing, or maintaining an OKF bundle; responding to OpenKnowledge `okf` plugin warnings; or choosing types, provenance, links, indexes, or logs.
- compatibility
- Any agent host with the OpenKnowledge MCP server configured. The optional `okf` plugin provides continuous conformance feedback.
- type
- Document
- metadata.plugin
- okf
- metadata.author
- Inkeep
- metadata.repository
- https://github.com/inkeep/open-knowledge-skills
Open Knowledge Format (OKF)
OKF v0.2 is a portable format for agent-readable knowledge: Markdown files, YAML frontmatter, and standard links. The /open-knowledge skill governs tool use; this skill covers OKF semantics.
Core rules
- A bundle is a directory tree of
.mdfiles. Each non-reserved file is one concept; its path without.mdis its ID. - Every concept needs parseable frontmatter with a non-empty string
type. No other field is always required. - Types are an open vocabulary. Consumers must accept unfamiliar types and metadata.
- Use standard Markdown links for portable relationships. Broken links and a missing index are allowed.
index.mdandlog.mdare reserved at every level. Use lowercase filenames.- An
index.mdnormally has no frontmatter; only the root index may declareokf_version: "0.2". - A
log.mdis newest-first; entry headings begin with an ISO date —## YYYY-MM-DD: Summary(the summary after the date is optional; a bare## YYYY-MM-DDis equally conformant). - OKF consumers read
.md, not.mdx.
Authoring judgment
- Make each concept the smallest useful link or citation target. Choose a stable, descriptive type;
Documentis only a generic fallback. - Do not invent facts, relationships, resources, sources, verification, or history. Missing knowledge is better than false structure.
- Use
title,description,resource, andtagsonly when they add real information. - Record provenance in
sources. Join claim-level citations with matchingsources[].idand Markdown footnotes. - Keep authorship and verification separate:
generatedsays who produced content;verifiedsays who confirmed it. Use exact lowercasehuman:andprocess:prefixes when applicable. - Write every provenance timestamp as an ISO 8601 datetime with an explicit UTC offset (
stale_after: 2026-12-31T00:00:00Z), never a bare date and never an offsetless time. This coversgenerated.at,verified[].at,stale_after,sources[].last_modified, and bothusage_windowbounds. Alog.mdentry heading is different: it stays a plainYYYY-MM-DDdate. - Treat
status: deprecatedand expiredstale_aftervalues as trust signals, not validation errors. - For
type: Attested Computation, follow the declared runtime and parameters. Do not rewrite the sanctioned computation.
Show full SKILL.md (203 more words)Show less
Read and maintain a bundle
- Start with the nearest
index.md, inspect frontmatter, then follow only relevant links. - Prefer current, verified sources, but tolerate unknown types and incomplete links.
- If the bundle conflicts with an assumption, trust the bundle; if it is missing or inconsistent, say so.
- Write durable discoveries back to the relevant concept and authored enumerations.
- Add a truthful dated
log.mdentry after durable changes when the bundle uses a log. - Read legacy
timestampand body citations, but prefer v0.2generated.atandsourceswhen updating a concept. Never invent provenance while migrating.
OpenKnowledge's okf plugin
The optional project plugin provides continuous portability feedback without blocking writes:
- Write-time warnings and project audits check structure, frontmatter, reserved files, links, and
.mdxuse. .ok/okf/*.schema.jsoncontains the precise field contracts. Read these generated files instead of guessing; do not edit them.- Deterministic lint findings establish conformance. Agent judgment still establishes whether metadata is true and useful.
- Optional index generation maintains
index.mdfiles. Generated indexes are machine-owned: never edit them, because OpenKnowledge replaces their contents. log.mdremains authored, not generated.
The plugin is off by default and each rule can be disabled. Its value is early warning when OpenKnowledge-native content would be misread by another OKF consumer.
© inkeep, GPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in packages/server/assets/skills/packs/okf of inkeep/open-knowledge.
- SKILL.md
- plugin.json
Open the folder on GitHubat commit cf9b84c
Compare with similar skills
Okf Knowledge Base 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 |
|---|---|---|---|---|---|---|
| Okf Knowledge Base this skillinkeep/open-knowledge | 4.4k | — | ~1.1k | Automated safety check: Pass | GPL-3.0 | |
| LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything | 85k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Xhs Virtual Productchenjin-cmd/xhs-virtual-product | 726 | — | ~862 | Automated safety check: Pass | MIT | |
| OpenkbVectifyAI/OpenKB | 4.7k | 1 repos | ~2k | Automated safety check: Warn | Apache-2.0 | |
| Learn From Materialsdmoshehun-prog/learn-from-materials | 902 | — | ~7.9k | Automated safety check: Pass | MIT | |
| Onyx CLIonyx-dot-app/onyx | 32k | 1 repos | ~2.6k | Automated safety check: Pass | Custom licence |
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chenjin-cmd/xhs-virtual-product
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Onyx CLI
onyx-dot-app/onyx
Query the Onyx knowledge base using the onyx-cli command. An agent skill from onyx-dot-app/onyx.
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A skill your agent uses when the user wants to create, author, write, or design a new Agent Skill (a SKILL.md) — for OpenKnowledge or for their editors — including requests like 'help me write a…
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Read when the user asks what OpenKnowledge is, wants to install it on a repository, wants to open or preview a single markdown file that is not part of an OpenKnowledge project, wants to share an…
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How to work in a Codebase Wiki project (the codebase-wiki starter pack): an agent-authored, source-grounded wiki of the surrounding codebase.
Open Knowledge
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Authoritative agent-runtime contract for working inside an OpenKnowledge project — a markdown-CRDT knowledge base exposed over MCP.
Consolidate Notes
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Promote existing research into a stable-status canonical article under articles/ in a Knowledge Base project (the knowledge-base starter pack).
Related
Categories
Questions about Okf Knowledge Base
What does Okf Knowledge Base do?
Open Knowledge Format (OKF) v0.2 guidance. An agent skill from inkeep/open-knowledge. Okf Knowledge Base is an agent skill from inkeep/open-knowledge.2 guidance.
When should I use Okf Knowledge Base?
Okf Knowledge Base fits situations like: maintaining an OKF bundle; responding to OpenKnowledge okf plugin warnings.
How do I install Okf Knowledge Base in Claude Code?
Run `npx skills add inkeep/open-knowledge --skill okf-knowledge-base -a claude-code`. Or copy the skill folder (packages/server/assets/skills/packs/okf in inkeep/open-knowledge) into .claude/skills/okf-knowledge-base in your project. Claude Code loads it when a task matches its description.
How do I install Okf Knowledge Base in Codex?
Run `npx skills add inkeep/open-knowledge --skill okf-knowledge-base -a codex`. Or copy the skill folder (packages/server/assets/skills/packs/okf in inkeep/open-knowledge) into .agents/skills/okf-knowledge-base in your project. Codex loads it when a task matches its description.
Can I use Okf Knowledge Base 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 inkeep/open-knowledge --skill okf-knowledge-base -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/okf-knowledge-base, .gemini/skills/okf-knowledge-base, .github/skills/okf-knowledge-base and .opencode/skills/okf-knowledge-base in your project.
What does Okf Knowledge Base need to run?
SKILL.md names no scripts, command-line tools or credentials: Okf Knowledge Base is instructions for the agent only. Compatibility (from SKILL.md): Any agent host with the OpenKnowledge MCP server configured. The optional `okf` plugin provides continuous conformance feedback..
Does Okf Knowledge Base access the network?
SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.
Is Okf Knowledge Base 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 Okf Knowledge Base use?
Okf Knowledge Base is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Okf Knowledge Base use?
About 1.1k tokens (SKILL.md is roughly 4.5k 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 Okf Knowledge Base?
Skills that share tags, products or a category with Okf Knowledge Base: LLM Wiki Knowledge Graph (Egonex-AI/Understand-Anything, 85k stars), Xhs Virtual Product (chenjin-cmd/xhs-virtual-product, 726 stars), Openkb (VectifyAI/OpenKB, 4.7k stars) and Learn From Materials (dmoshehun-prog/learn-from-materials, 902 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Okf Knowledge Base?
inkeep (a GitHub organization) maintains it in inkeep/open-knowledge, which has 4,407 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 7, 2026.
Source: inkeep/open-knowledge on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.