Agent skill

Open Knowledge Discovery

by inkeep in inkeep/open-knowledge

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…

GPL-3.0Auto-check passedKnowledge Management

Install Open Knowledge Discovery

skills CLI
$ npx skills add inkeep/open-knowledge --skill open-knowledge-discovery -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install inkeep/open-knowledge open-knowledge-discovery --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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/discovery .claude/skills/open-knowledge-discovery && rm -rf skills-src

Use ~/.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/

Facts

Skill name
open-knowledge-discovery
GitHub stars
4.4k
Token cost
~2k tokens
SKILL.md length
1,071 words
Files
1
Skills in repo
18
Repo updated
First seen
Licence
GPL-3.0

At a glance

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…

  • Works in 3 steps: Commit the .ok/ directory and whichever… → Collaborators clone the repo and run ok… → Start the editor + preview with ok start…
  • Asks what OpenKnowledge is
  • SKILL.md covers Install OpenKnowledge on a…, Share an OpenKnowledge project…, ok cowork — Claude Chat & Cowork and OK Desktop, plus 4 more sections
  • Calls npx and npm

What it does

Open Knowledge Discovery is an agent skill from inkeep/open-knowledge. 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 OpenKnowledge project with collaborators, asks whether OpenKnowledge supports a particular capability, or asks how ok init / ok cowork / OK Desktop set up a project. Do NOT load to perform OpenKnowledge reads/writes — the runtime guidance for editing markdown inside an initialized OK project ships as a separate…

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Any agent host — no MCP server required. Pure discovery + install guidance.

It sits in Knowledge Management, covering Markdown. It works with Model Context Protocol. The repository describes itself as: Beautiful, AI-native markdown IDE and LLM wiki. The licence is GPL-3.0.

When your agent uses it

  • Asks what OpenKnowledge is
  • Wants to install it on a repository
  • Preview a single markdown file that is not part of an OpenKnowledge project
  • Wants to share an OpenKnowledge project with collaborators

Example prompts

  • “/open-knowledge-discovery”

Requirements

  • Node.js
  • Compatibility (from SKILL.md): Any agent host — no MCP server required. Pure discovery + install guidance.

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Commit the .ok/ directory and whichever project-local
  2. Collaborators clone the repo and run ok init once — that registers the
  3. Start the editor + preview with ok start (or open the project in OK

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

    Shell commands in SKILL.md call:

    • npx
    • npm

    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):

    • openknowledge.ai

    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 — no MCP server required. Pure discovery + install guidance.

    From compatibility in the SKILL.md frontmatter.

Context cost

Open Knowledge Discovery loads about 2k tokens when it runs. Until then it costs about 169 tokens; SKILL.md has 1,071 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~169
When it runs · the whole SKILL.md, loaded when a task matches
~2k

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). 1,071 words, ~1,954 tokens.

Download SKILL.mdSave it as .claude/skills/open-knowledge-discovery/SKILL.md (or your agent's skills folder).
name
open-knowledge-discovery
description
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 OpenKnowledge project with collaborators, asks whether OpenKnowledge supports a particular capability, or asks how `ok init` / `ok cowork` / OK Desktop set up a project. Do NOT load to perform OpenKnowledge reads/writes — the runtime guidance for editing markdown inside an initialized OK project ships as a separate project-local skill installed into each detected agent's skills dir (for example `.claude/skills/open-knowledge/`) whenever `ok init` runs.
compatibility
Any agent host — no MCP server required. Pure discovery + install guidance.
metadata.author
Inkeep
metadata.repository
https://github.com/inkeep/open-knowledge-skills

OpenKnowledge — what it is and how to install it

OpenKnowledge (OK) is a markdown-CRDT collaboration platform. It turns a directory of .md / .mdx files into a live, multi-writer knowledge base: agents and humans edit the same documents in real time, every change is attributed, and a browser preview renders edits as they land.

This skill covers discovery, install, and opening OpenKnowledge files — including single files that are not part of a project (see Opening a file outside a project below). It does not carry the in-project read/write runtime contract (the STOP rules for native file tools, the grounding and linking rules, the MCP routing table) — that ships separately as the project-local skill installed by ok init (see Working inside a project below).

Install OpenKnowledge on a repository

Run ok init from the repository root:

bash
npx @inkeep/open-knowledge init
# or, after a global install:
npm install -g @inkeep/open-knowledge
ok init

ok init is the one setup verb. It:

  • scaffolds a .ok/ directory (project config — content.dir defaults to .);
  • wires the OpenKnowledge MCP server into the coding agents it detects on this machine — skip with --no-mcp;
  • installs the project-local runtime skill into each detected agent's skills dir (<agent-dir>/skills/open-knowledge/) so agents working in this repo get the full read/write contract. OK only writes into agent directories that already exist — it never creates one, so nothing appears for agents you don't use, and ok init says so when it finds none;
  • ensures the project has a .git/.

Re-run ok init any time to refresh wiring and skills to the installed CLI version.

Share an OpenKnowledge project with collaborators

An OK project travels with its repository. To share one:

  1. Commit the .ok/ directory and whichever project-local <agent-dir>/skills/open-knowledge/ directories ok init created, along with your .md content.
  2. Collaborators clone the repo and run ok init once — that registers the MCP server on their machine and refreshes the project skill.
  3. Start the editor + preview with ok start (or open the project in OK Desktop).

Collaboration is real-time once two writers have the project open against the same content directory.

ok cowork — Claude Chat & Cowork

ok init's editor wiring does not reach Claude Chat or Cowork — those read a separate Skills list inside the Claude Desktop App. Run ok cowork to build openknowledge.skill and open Claude Desktop so the user can upload it (Customize → Skills → + → Create skill → Upload skill).

OK Desktop

OK Desktop is the standalone macOS app (@inkeep/open-knowledge-desktop). It bundles its own CLI, opens a project as an editor + preview window, and keeps the project's MCP wiring and skills current on every launch. Download DMGs from the releases page.

Opening a file outside a project

OpenKnowledge can open a single markdown file that is not part of an OK project — a loose .md / .mdx, or a file that lives inside a regular repo/folder which was never ok init'd. It opens in a throwaway session (a temp project in the OS temp dir — your repo is never touched, no .ok/ is written into it) with the same live preview you get inside a project.

Never run ok init just to view or open a file. ok init turns a repo into a shared OpenKnowledge project; it is not a prerequisite for opening one file. Opening a file needs no project, no .ok/, and no server already running — each path below boots the session itself.

When asked to open or preview such a file, decide by the viewing surface you actually have — check the tool, not the host name. Only open a browser when you genuinely have one; never pop a browser tab on a host that has none.

  • You have an in-app / built-in browser (Claude Code Desktop's Browser pane, Cursor, Codex, and similar) — this is the default: call the preview_url MCP tool with file set to the absolute path (it finds, or boots on demand, the session and returns a full url), then immediately open that url in your in-app browser. "Open it" means navigate your browser — don't just print the URL and stop. This is also the only way to view it in a browser when the OK Desktop app is installed (ok open prefers the Desktop app). Get the URL from preview_url only — never hunt for it via ok ps / ok status / ok start or a guessed port.
  • No in-app browser (a pure-stdio CLI) — run ok open /abs/path/to/file.md: it opens the Desktop app when installed, else a browser, and boots the session itself. Don't force a browser tab the user didn't ask for; ok open is the right default here. If ok isn't on PATH, npx @inkeep/open-knowledge open /abs/path/to/file.md does the same.
Show full SKILL.md (318 more words)Show less

If the OK MCP server isn't wired into this host there is no preview_url to call — use the ok open path above. Don't reconstruct what preview_url does by hand (spawning ok mcp yourself, scraping ports from ok ps).

Give an absolute path. ok open prints the absolute project root it resolved for that path, and names the enclosing project too when the resolved root sits inside another one. Read that line rather than assuming which project you got.

To name the project yourself, pass --project <dir>. It is honored wherever it appears: --project <dir> or --project=<dir>, before or after the path, with or without the .md extension. If it cannot be honored the command exits non-zero and says why, so you never need a second command to find out where it landed, and never need to stop a server to correct it.

Re-opening the same file lands on the same session. Never construct or guess the URL — use the one preview_url returns.

What else OK does

This skill does not enumerate OK's capabilities, and they change between releases. When asked whether OK supports something, read rather than guess:

Working inside a project — use the project-local skill, not this one

Do not use this skill to perform OpenKnowledge reads or writes. The runtime contract — STOP rules for native file tools on in-scope markdown, the preview-attach handshake, grounding and linking rules, the MCP tool routing table — lives in a separate project-local skill installed into each detected agent's skills dir (<agent-dir>/skills/open-knowledge/SKILL.md) whenever ok init runs.

If the user is editing markdown inside a project that has a .ok/ directory and this discovery skill is the only OpenKnowledge skill loaded, the project-local skill is missing (the repo was never ok init'd, or the skill directory was not committed). Advise the user to run ok init to install it.

Learn more

  • Run ok --help for the full command list.

© 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

Just SKILL.md in packages/server/assets/skills/discovery of inkeep/open-knowledge.

Open the folder on GitHubat commit cf9b84c

Compare with similar skills

Open Knowledge Discovery 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.

Open Knowledge Discovery compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Open Knowledge Discovery this skillinkeep/open-knowledge4.4k—~2kAutomated safety check: PassGPL-3.0
Confluence To Markdowniurykrieger/claude-bedrock1051 repos~2.8kAutomated safety check: NotesMIT
Wordgardbangle-io/bangle-io1.2k—~1.5kAutomated safety check: PassAGPL-3.0
Open Knowledgeojowwalker77/BonsAI145—~5.1kAutomated safety check: PassCustom licence
OutlineVortiago/mcp-outline156—~818Automated safety check: PassMIT
Outlinesanjay3290/ai-skills430—~1.1kAutomated safety check: NotesApache-2.0

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More from inkeep/open-knowledge

All 18 skills in this repo
  • Open Knowledge Write Skill

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  • Write A Postmortem

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  • Codebase Wiki

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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.

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  • Open Knowledge

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    Authoritative agent-runtime contract for working inside an OpenKnowledge project — a markdown-CRDT knowledge base exposed over MCP.

    4.4k GitHub stars~4.7k tokensUpdated today
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  • 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).

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  • Frame A Proposal

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    Frame a new design proposal (RFC-shape) under proposals/ — problem before solution, named beneficiary and observable change, real alternatives, honest drawbacks, and a live open-questions backlog.

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Questions about Open Knowledge Discovery

What does Open Knowledge Discovery do?

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…. Open Knowledge Discovery is an agent skill from inkeep/open-knowledge. 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 OpenKnowledge project with collaborators, asks whether OpenKnowledge supports a particular capability, or asks how ok init / ok cowork / OK Desktop set up a project.

When should I use Open Knowledge Discovery?

Open Knowledge Discovery fits situations like: asks what OpenKnowledge is; wants to install it on a repository; preview a single markdown file that is not part of an OpenKnowledge project; wants to share an OpenKnowledge project with collaborators.

How do I install Open Knowledge Discovery in Claude Code?

Run `npx skills add inkeep/open-knowledge --skill open-knowledge-discovery -a claude-code`. Or copy the skill folder (packages/server/assets/skills/discovery in inkeep/open-knowledge) into .claude/skills/open-knowledge-discovery in your project. Claude Code loads it when a task matches its description.

How do I install Open Knowledge Discovery in Codex?

Run `npx skills add inkeep/open-knowledge --skill open-knowledge-discovery -a codex`. Or copy the skill folder (packages/server/assets/skills/discovery in inkeep/open-knowledge) into .agents/skills/open-knowledge-discovery in your project. Codex loads it when a task matches its description.

Can I use Open Knowledge Discovery 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 open-knowledge-discovery -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/open-knowledge-discovery, .gemini/skills/open-knowledge-discovery, .github/skills/open-knowledge-discovery and .opencode/skills/open-knowledge-discovery in your project.

What does Open Knowledge Discovery need to run?

Going by SKILL.md and its folder, Open Knowledge Discovery needs the command-line tools its instructions call (npx and npm). Our summary lists: Node.js. Compatibility (from SKILL.md): Any agent host — no MCP server required. Pure discovery + install guidance..

Does Open Knowledge Discovery access the network?

SKILL.md names 1 domain. As links in the text: openknowledge.ai. This is read from the text; nothing was executed.

Is Open Knowledge Discovery 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 Open Knowledge Discovery use?

Open Knowledge Discovery 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 Open Knowledge Discovery use?

About 2k tokens (SKILL.md is roughly 7.8k 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 Open Knowledge Discovery?

Skills that share tags, products or a category with Open Knowledge Discovery: Confluence To Markdown (iurykrieger/claude-bedrock, 105 stars), Wordgard (bangle-io/bangle-io, 1.2k stars), Open Knowledge (ojowwalker77/BonsAI, 145 stars) and Outline (Vortiago/mcp-outline, 156 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Open Knowledge Discovery?

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.