Home / papadopouloskyriakos / agentic-chatops · openclaw/skills/codegraph-lookup/SKILL.md · GitHub

codegraph-lookup skillA

Name: codegraph-lookup
Author: papadopouloskyriakos

codegraph-lookup is agent-read markdown (skill) from papadopouloskyriakos/agentic-chatops: Query code graph database for function callers, callees, dependencies, and dead code in CubeOS and MeshSat repos..

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.

What the file says

# CodeGraph Lookup

Query the code graph database (Neo4j) for code relationships.

## WHEN to use
- "what calls function X?" / "who calls Y?"
- "what does function Z depend on?"
- "find dead code in module W"
- Code structure questions about CubeOS or MeshSat

## HOW to use

```bash
./skills/codegraph-lookup/codegraph-lookup.sh callers <function_name>
./skills/codegraph-lookup/codegraph-lookup.sh callees <function_name>
./skills/codegraph-lookup/codegraph-lookup.sh search <keyword>
./skills/codegraph-lookup/codegraph-lookup.sh deadcode [repo_name]
```

## RULES
1. Data can be up to 2h stale (reindex runs every 2h).
2. CGC parses Go and Python. Kotlin (MeshSat Android) has limited coverage.
3. If CGC returns 0 results, the code may exist but not be indexed yet — fall back to Grep.

Read the whole file at its exact version.

How to install

Latest version

mdr add papadopouloskyriakos/agentic-chatops/codegraph-lookup@git:20260919.c129a05

Exact content

mdr add papadopouloskyriakos/agentic-chatops/codegraph-lookup@sha256:0b47907f70df3ad8

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](https://markdownregistry.com/badge/art_lnjhb7gkr7k4c2gd.svg)](https://markdownregistry.com/a/art_lnjhb7gkr7k4c2gd)

1 badge views in 30 days

Versions

version	committed	commit	size	audit
git:20260919.c129a05 latest	2026-09-19	c129a05	1,011 B	A	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 (1011 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

papadopouloskyriakos/agentic-chatops · 107 stars · license none · pushed 2026-09-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lnjhb7gkr7k4c2gd
GET https://markdownregistry.com/api/v1/resolve?ref=papadopouloskyriakos/agentic-chatops/codegraph-lookup
GET https://markdownregistry.com/api/v1/blob/0b47907f70df3ad8d1e89d1b95f64c93f9781c47d3ec17b836f7e7bba491a871

Your agent 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.