hivemind-graph SKILL.md skillA
hivemind-graph from activeloopai/hivemind is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add activeloopai/hivemind/hivemind-graph@git:20260616.0fdfe69Pins git:20260616.0fdfe69 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- activeloopai/hivemind
- Path
harnesses/claude-code/skills/hivemind-graph/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260616.0fdfe69, committed Jun 16, 2026
- Size
- 4,906 bytes
- Repository stars
- 1,646
- License
- Apache-2.0
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).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Hivemind Code Graph A deterministic, AST-derived map of the current repository — every function, class, method, interface, type, enum, const, and module, plus the edges between them (`calls`, `imports`, `extends`, `implements`, `method_of`). It is queried as synthesized files under the Deeplake mount; there are no real files on disk and no network call in the read path. The graph **builds and refreshes automatically** (on Stop / SessionEnd, gated by a rate limit + git diff). You never run a build command — just read it. Use it as a fast **INDEX** to locate the few files/symbols that matter, then open them with `Read` to answer. It is not a substitute for the source. ## When to use this skill Activate when the user asks a *structural / relational* question about the code: - "What calls `pushSnapshot`?" / "Who uses this function?" - "What does `deeplake-pull.ts` import?" / "What depends on X?" - "Where is `GraphSnapshot` defined?" / "Find the function that handles Y." - "What are the main subsystems / the architecture here?" - "If I change this signature, what's affected?" → use `impact/<symbol>` (transitive blast radius) ## When NOT to use this skill …
Read the whole file at its exact version.
How to install
mdr add activeloopai/hivemind/hivemind-graph@sha256:13c13a44e901d47eThe line at the top of this page pins the label git:20260616.0fdfe69, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_zfuwucay4x5qkoug)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 16, 2026.
Audit of the latest version
- 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
activeloopai/hivemind · 1,646 stars · license Apache-2.0 · pushed 2026-11-04 · 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
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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