Knowledge Graph

Multicode LabsIncluded with the studio
Add-onAgents & Automation

Ships as part of SprintEngine Studio — no separate install needed.

Download the studio
Memory that lives in the repo
brandsdksprintsproductauth

Illustrations of the product experience.

Overview

Knowledge Graph adds a repo-local, Markdown, wiki-linked knowledge base that agents consult before making claims about your product, architecture, or brand. Notes are small, linked, and pruned on touch — orientation, not documentation sprawl.

Every agent session gets the graph's index in context and follows the smallest set of links relevant to its task, so institutional knowledge stops living in one senior engineer's head.

Key features

  • Repo-local Markdown notes with [[wikilinks]] — versioned with your code
  • Agents read the graph before acting; no more re-explaining the architecture
  • Size ceilings and prune-on-touch conventions keep notes trustworthy
  • Graph view of how product, architecture, and brand notes connect

Reviews

Reviews aren’t live yet. We’re building sign-in and verified reviews — one review per account, from people who actually installed the module — rather than launching with numbers we can’t stand behind.

Used Knowledge Graph and want to share feedback in the meantime? Email the team.

Details

Availability
Included with the studioShips as part of SprintEngine Studio — no separate install needed.
Developer
Multicode Labs
Provenance
Marketplace bundles are distributed signed: an ed25519 signature covers every file digest in the manifest and is checked at install, so bytes can’t change without failing verification. Modules included with the studio ship inside the app itself.

Permissions

Knowledge Graph needs the following to do its job. In-app, permissions always come from the verified manifest — never from listing copy.

  • Read and write the knowledge folder in your repository

How your data is handled

  • Processed on your machine — sessions run on your own subscriptions and keys
  • Never sold to third parties or used outside the module’s core functionality
  • Removable in one step: uninstall reverses the install receipt completely