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 agentmods add skills/inkeep/open-knowledge-skills/open-knowledge-discoverynpx skills add inkeep/open-knowledge-skills --skill open-knowledge-discoverygit 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-discovery)<a href="https://agentmods.dev/skills/inkeep/open-knowledge-skills/open-knowledge-discovery"><img src="https://agentmods.dev/badge/skills/inkeep/open-knowledge-skills/open-knowledge-discovery.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00139 | $0.01885 |
| Opus 5 | $0.00069 | $0.00942 |
| Sonnet 5 | $0.00028 | $0.00377 |
| Haiku 4.5 | $0.00014 | $0.00188 |
Grade B, and why
open-knowledge-discovery scanned grade B with 1 finding 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 5d 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.
Enumerates other installed skillsmediumAgent snooping
Other skills' SKILL.md files reveal prompts, capabilities and secrets that should be invisible to peers.
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 OpenKnowle How it starts
The opening of the file, as written. The whole thing — 152 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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:
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.dirdefaults 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, andok initsays 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:
- Commit the
.ok/directory and whichever project-local<agent-dir>/skills/open-knowledge/directoriesok initcreated, along with your.mdcontent. - Collaborators clone the repo and run
ok initonce — that registers the MCP server on their machine and refreshes the project skill. - Start the editor + preview with
ok start(or open the project in OK Desktop).
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.
- 5d ago First seen · 152 lines · 139 tokens per session scan B 550e2f3614ec
open-knowledge-discovery is a skill published in the GitHub repository inkeep/open-knowledge-skills (6 stars, last pushed 2d ago), licensed MIT. It adds 139 tokens to every session and 1,885 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it B with 1 finding (enumerates other installed skills). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
当用户需要对PDF文件进行任何操作时,请使用此技能。包括从 PDF 中读取或提取文本/表格、合并多个 PDF、拆分 PDF、旋转页面、添加水印、创建新PDF、填写PDF表单、加密/解密 PDF、提取图片,以及对扫描版 PDF 进行 OCR 使其可搜索。如果用户提到 .pdf 文件或要求生成 PDF,请使用此技能。.
pptx
当涉及到 .pptx 文件的任何操作时使用此技能——无论是作为输入、输出还是两者兼有。包括:创建幻灯片、演示文稿或路演材料;读取、解析或提取任何 .pptx 文件中的文本(即使提取的内容将用于其他地方,如邮件或摘要);编辑、修改或更新现有演示文稿;合并或拆分幻灯片文件;处理模板、布局、演讲者备注或批注。当用户提到“演示文稿”、”幻灯片“、”PPT“或引用 .pptx 文件名时触发,无论他们之后打算如何使用内容。如果需要打开、创建或操作 .pptx 文件,就使用此技能。.
officecli-word-form
Use this skill to create fillable Word forms (.docx) with real Content Controls (SDT) + legacy FormField checkboxes + MERGEFIELD mail-merge placeholders + document protection. Trigger on: 'fillable form', 'form fields', 'content controls', 'SDT', 'word form', 'fill in', 'only editable fields', 'protect document'…
officecli-academic-paper
Use this skill to build academic-style .docx output: journal / conference / thesis chapters carrying formal citation style (APA, Chicago, IEEE, MLA), numbered equations, figure & table cross-references, footnotes/endnotes, bibliography, or multi-column journal layout. Trigger on: 'research paper', 'journal paper'…
officecli
Create, analyze, proofread, and modify Office documents (.docx, .xlsx, .pptx) using the officecli CLI tool. Use when the user wants to create, inspect, check formatting, find issues, add charts, or modify Office documents.
officecli-data-dashboard
Use this skill to build a multi-element Excel dashboard — Dashboard sheet on open, multiple formula-driven KPI cards, multiple charts, sparklines, and conditional formatting — from CSV or tabular input. Trigger on: 'dashboard', 'KPI dashboard', 'analytics dashboard', 'executive dashboard', 'metrics dashboard', 'CSV to…