Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add inkeep/open-knowledge-skills --skill open-knowledgegit clone --depth 1 https://github.com/inkeep/open-knowledge-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/inkeep/open-knowledge-skills/open-knowledge)<a href="https://agentmods.dev/skills/inkeep/open-knowledge-skills/open-knowledge"><img src="https://agentmods.dev/badge/skills/inkeep/open-knowledge-skills/open-knowledge/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/inkeep/open-knowledge-skills/open-knowledge"><img src="https://agentmods.dev/badge/skills/inkeep/open-knowledge-skills/open-knowledge.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00153 | $0.04783 |
| Opus 5.5 | $0.00061 | $0.01913 |
| Sonnet 5.5 | $0.00031 | $0.00957 |
| Haiku 4.5 | $0.00015 | $0.00478 |
Grade A, and why
open-knowledge scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 16d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 151 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenKnowledge — agent guidance
OpenKnowledge (OK) is a markdown-CRDT collaboration platform exposed via MCP. This skill is the single source of OK agent guidance. Every rule below is a MUST unless marked otherwise. Depth lives in references/*.md — one level deep; load a reference when its task comes up.
Skill version tracks
@inkeep/open-knowledge-server.cat ~/.ok/skill-state.ymlshows what's installed.ok seedneeds@inkeep/open-knowledge>= 0.4.0; if it errorsunknown command,npm install -g @inkeep/open-knowledge.
CLI name. Commands here use Stable's
ok(open-knowledge) and~/.ok/. With OpenKnowledge Beta, useok-beta(open-knowledge-beta) and~/.ok-beta/instead;preview_url'sokOpenCommandalready names the right one.
Setup (not connected yet?). If the
mcp__open-knowledge*tools aren't available in your client, this project isn't wired up on this machine — seereferences/setup.mdfor the rung ladder (approve.mcp.json→ok startCLI → optional desktop app) and the canonical quickstart.
TL;DR — the 90% case
- Reads:
exec("cat …")for one doc,exec("ls -A …")for a directory (folder defaults + template menu),exec("grep …")for literal,searchfor ranked retrieval. NativeRead/Greponly on source code (.ts/.py/ …), never on in-scope.md/.mdx. - Writes:
write({ document: { path, content } })for a new or full-replace doc;edit({ document: { path, find, replace } })for a body find/replace;edit({ document: { path, frontmatter } })for a frontmatter merge-patch (nulldeletes a key).delete({ document })removes,move({ from, to })moves/renames. Body find/replace is body-only. Pass a one-linesummary(≤80 chars, user-facing outcome) on every content write. - Preview / open a doc — determine your ONE surface FIRST (once per session). Stop at first match:
OK_DESKTOP_TERMINALorOK_HOSTED_AGENTset → you're inside OpenKnowledge (desktop terminal / in-app agent panel) →ok open <name>(switches the window the user is already looking at); never paste alocalhostURL into your reply here · in-app browser (Claude Code Desktop's Browser pane, Cursor, Codex) →preview_url, then open/navigate it to the doc · else plain CLI →ok open <name>.ok open <name>opens a doc or folder (auto-detected);--skill <name>for a skill. ThepreviewUrlfield is a route id, not your open mechanism. Don'tpreview_screenshotto confirm edits. Full Step-0 procedure + per-surface how-to:references/preview.md. - Direct questions: a plain business question ("which customers…", "what did we decide about…") routes to
search/exec+ a cited chat answer — no "research" keyword needed. Persist only when durable + multi-doc + not already covered, and offer first. Seereferences/corpus-qa.md. - Authoring or improving a skill ("write/make/improve a skill", "turn this into a skill"): STOP and invoke
/open-knowledge-write-skillfor scope (project/global), contract, evaluation, and install. Author throughwrite({ skill }), never a document path. Skills are real folders under editorskills/dirs (.claude·.cursor·.codex·.github·.opencode·.pi·.agents): one source plus managed copies/symlinks. Read/edit viaskillsandedit({ skill })— they route to the source. Never hand-edit a non-source copy: recorded, unedited copies refresh from the source when the skill watcher runs or the server starts, so a source edit can precede the refresh. Editing a copy directly forks it and stops refresh.
What ships with it
16 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/anti-patterns.md 6.8 KB
- references/cadence-and-logs.md 2.3 KB
- references/components-and-visuals.md 7.3 KB
- references/conflict-resolution.md 10 KB
- references/corpus-qa.md 2.3 KB
- references/doc-editing.md 5.0 KB
- references/folder-model.md 3.2 KB
- references/ingest-and-sources.md 19 KB
- references/linking.md 7.3 KB
- references/media-and-assets.md 2.8 KB
- references/onboard-existing-repo.md 20 KB
- references/preview.md 12 KB
- references/setup.md 3.0 KB
- references/starter-packs.md 4.3 KB
- references/template-authoring.md 4.0 KB
- references/writing.md 1.7 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 16d ago Changed 263f13a9566c
- 17d ago Changed a294c7fb2583
- 23d ago Changed · +2 lines f62f20fdb734
- 1mo ago Changed ccbc24370633
- 1mo ago Changed 99c04dec88e3
- 1mo ago Changed · +8 lines · -1 tokens per session 2b195d1c5047
- 1mo ago Changed c474fd3ad270
- 1mo ago Changed b0707cfbfaf4
- 1mo ago Changed 40b52431ae44
- 1mo ago First seen · 141 lines · 154 tokens per session scan A 1a5ca8f21349
open-knowledge is a skill published in the GitHub repository inkeep/open-knowledge-skills (17 stars, last pushed 11d ago), licensed MIT. It adds 153 tokens to every session and 4,783 once invoked, about $0.0006 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
open-knowledge compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| open-knowledgeinkeep/open-knowledge-skills | Skill | 17 | 11d ago | MIT | A | 153 | Claude Code, Codex |
| context-engineeringaddyosmani/agent-skills | Skill | 114k | 5d ago | MIT | A | 43 | Claude Code |
| digital-brainforyourhealth111-pixel/Vibe-Skills | Skill | 3.8k | 3d ago | Apache-2.0 | A | 57 | Claude Code, Codex |
| comet-memoryrpamis/comet | Skill | 3.3k | yesterday | MIT | A | 38 | Claude Code, Codex |
| Agent Memory ArchitectureLeoYeAI/openclaw-master-skills | Skill | 2.2k | 6d ago | MIT | A | 52 | Claude Code, Codex |
| relevance-coarse-filterelvisun/newsjack | Skill | 1.7k | yesterday | MIT | A | 57 | Claude Code |
| agent-contextLeoYeAI/openclaw-master-skills | Skill | 2.2k | 6d ago | MIT | A | 12 | Claude Code, Codex |