ai-maestro-code-graph-query SKILL.md skillA
ai-maestro-code-graph-query from aiskillstore/marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aiskillstore/marketplace/ai-maestro-code-graph-query@git:20260113.222b7dePins git:20260113.222b7de in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aiskillstore/marketplace
- Path
skills/23blocks-os/ai-maestro-code-graph-query/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260113.222b7de, committed Jan 13, 2026
- Size
- 5,410 bytes
- Repository stars
- 471
- License
- none declared
PROACTIVELY query the code graph database to understand relationships and impact of changes. Use this skill WHEN READING any file to understand context, when searching for files, when exploring the codebase, or when you need to understand what depends on a component. This is your primary tool for understanding code structure and avoiding breaking changes.
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
# AI Maestro Code Graph Query ## CRITICAL: AUTOMATIC BEHAVIOR - READ THIS FIRST **THIS IS NOT OPTIONAL. THIS IS YOUR DEFAULT BEHAVIOR.** Every time you use the `Read` tool on a code file, you MUST IMMEDIATELY query the graph to understand: - What is this component/function? - What depends on it? (callers, serializers, child classes) - What does it depend on? (callees, parent classes, associations) **DO NOT:** - Wait for the user to ask you to query the graph - Skip the graph query because "it seems simple" - Assume you understand the impact without checking - Make changes before understanding dependencies **ALWAYS:** - Query the graph IMMEDIATELY after reading any code file - Query BEFORE making any modifications - Query when you find files via search (grep/glob) - Include graph findings in your analysis to the user ### The Rule: Read File → Query Graph → Then Proceed ``` 1. You read a file with Read tool 2. IMMEDIATELY run graph queries (describe, find-callers, find-serializers, etc.) 3. NOW you understand the full context 4. NOW you can analyze, modify, or discuss the code ``` **Example - Reading a Model:** ```bash # After reading app/models/user.rb, IMMEDIATELY run: …
Read the whole file at its exact version.
How to install
mdr add aiskillstore/marketplace/ai-maestro-code-graph-query@sha256:f58c1bdd8ee5dcf3The line at the top of this page pins the label git:20260113.222b7de, 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_mz2juaekfhu32xyo)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jan 13, 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 (5410 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
aiskillstore/marketplace · 471 stars · license none declared · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mz2juaekfhu32xyo GET https://markdownregistry.com/api/v1/resolve?ref=aiskillstore/marketplace/ai-maestro-code-graph-query GET https://markdownregistry.com/api/v1/blob/f58c1bdd8ee5dcf31f7cecc318a0c11c62af4867b0f6b2b8335c2d4746c8dfad
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.