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codegraph-lookup SKILL.md skillA

codegraph-lookup from papadopouloskyriakos/agentic-chatops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

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

Pins git:20260919.c129a05 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: papadopouloskyriakos/agentic-chatops
Path: openclaw/skills/codegraph-lookup/SKILL.md
Versions recorded: 1
Latest version: git:20260919.c129a05, committed Sep 19, 2026
Size: 1,011 bytes
Repository stars: 106
License: none declared

Query code graph database for function callers, callees, dependencies, and dead code in CubeOS and MeshSat repos.

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

# 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

The exact contents, by fingerprint

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

The line at the top of this page pins the label git:20260919.c129a05, 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.

Badge

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

6 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Sep 19, 2026.

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. Fixed automatic checks with no AI involved, so the same checks give the 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 · 106 stars · license none declared · pushed 2026-11-08 · 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 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.