What you can do with Ksor

3 use cases

• Stand up a governed knowledge site from a fresh project

  Create a working KSoR project with starter documents and build it locally in minutes.

  • Ksor
  • Claude Code
  • Cursor
  • Research
  • Intermediate
  View prompt

  Use the panaversity/ksor repo to create a new project named <project-name> with `npx @panaversity/ksor@latest init <project-name>`, then run its build. Report the build line that shows documents and admitted documents, and confirm that any document with status draft is not counted as admitted.

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• Serve a governed record to AI agents with a refusal floor

  Provision a Postgres-backed serve path so agents query the record and abstain when it does not answer.

  • Ksor
  • Claude Code
  • Cursor
  • Research
  • Advanced
  View prompt

  In the panaversity/ksor repo, run `pnpm provision` once, then `pnpm refresh`, then `pnpm serve` in <project-directory>. Report the output of each command. Verify that an agent question on <topic> returns an answer that names its source document and publication, or an abstention when the record has no coverage.

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• Govern a team's policy or course content with human approval

  Write your own knowledge as Markdown, keep it as draft, and publish only what a person approves.

  • Ksor
  • Claude Code
  • Cursor
  • Research
  • Intermediate
  View prompt

  Using the panaversity/ksor repo in <project-directory>, add my policy document at <path-to-document> to knowledge/ as a draft, then run the build. Report the document and admitted counts before and after approval, and verify that the draft is excluded from machine surfaces until approved.

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How to use Ksor

1. Check you have what it needs: Node 24 or newer; npm, pnpm, or bun as your package manager; For agent querying: a Postgres database and an embedding API key, as the README describes.
2. Open panaversity/ksor on GitHub and read the README and license.
3. Install Node 24 or newer from https://nodejs.org/en/download.
4. npx @panaversity/ksor@latest init my-knowledge-sor
5. cd my-knowledge-sor && npm install && npm run dev
6. Open http://localhost:3000 and edit the Markdown files in knowledge/; the site reloads as you edit.

These steps come from our top use case, Stand up a governed knowledge site from a fresh project, which also has a copy-paste agent prompt.

Ksor alternatives · Best AI repos for Research

About this repo

• Who it is forTeams and developers who need AI agents to answer from one approved source of truth instead of scattered or outdated documents.
• Why it is hot
• LanguageTypeScript
• Sourcegithub.com/panaversity/ksor · Back to Hot repos

Requirements

• Node 24 or newer
• npm, pnpm, or bun as your package manager
• For agent querying: a Postgres database and an embedding API key, as the README describes

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