activeloopai/hivemind · harnesses/claude-code/skills/hivemind-graph/SKILL.md

hivemind-graph skillA

hivemind-graph is agent-read markdown (skill) from activeloopai/hivemind: Query the local code graph (functions, classes, calls, imports) through the Deeplake mount at memory/graph/. Use when the user asks structural questions about the codebase — "what calls X?", "what does Y import?", "where is Z defined?", "what's the architecture / which subsystems exist?", "what's the impact of changing this?". The graph is an AST-derived map of the repo, queried as files (no build needed — it rebuilds automatically)..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add activeloopai/hivemind/hivemind-graph@git:20260616.0fdfe69
Exact content
mdr add activeloopai/hivemind/hivemind-graph@sha256:13c13a44e901d47e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_zfuwucay4x5qkoug.svg)](https://markdownregistry.com/a/art_zfuwucay4x5qkoug)

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Versions

versioncommittedcommitsizeaudit
git:20260616.0fdfe69 latest2026-06-16 0fdfe69 4,906 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4906 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

activeloopai/hivemind · 1,616 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zfuwucay4x5qkoug
GET https://markdownregistry.com/api/v1/resolve?ref=activeloopai/hivemind/hivemind-graph
GET https://markdownregistry.com/api/v1/blob/13c13a44e901d47e35a0ed5f29f9418ea9ed1d33b898ed52889772c8f913b816

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.