ontoly-software-graph SKILL.md skillA
ontoly-software-graph from anbeime/skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add anbeime/skill/ontoly-software-graph@git:20260902.759147dPins git:20260902.759147d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anbeime/skill
- Path
skills/ontoly-software-graph/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260902.759147d, committed Sep 2, 2026
- Size
- 3,204 bytes
- Repository stars
- 9,097
- License
- none declared
Use Ontoly's deterministic Software Graph and MCP capabilities for architecture review, request tracing, dependency analysis, configuration lookup, and impact analysis before falling back to source-file search.
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
# Ontoly Software Graph Use this skill when a coding agent needs evidence-backed software understanding from an Ontoly graph before searching repository files directly. ## When to Use - Explaining a repository architecture - Tracing a request, route, controller, service, or dependency path - Finding owners of services, modules, routes, configuration, or environment variables - Reviewing dependency impact before a refactor - Auditing dead code, cycles, unresolved imports, graph quality, or semantic coverage - Preparing documentation, onboarding notes, or architecture review from graph evidence ## Required Workflow 1. Check whether an Ontoly graph already exists by looking for `.ontoly/`, `SoftwareGraph.json`, `diagnostics.json`, validation reports, or an Ontoly MCP configuration. 2. If no graph exists and the user permits local analysis, run: ```bash ontoly build . ``` 3. Inspect graph health before answering: diagnostics, graph hash, semantic coverage, trust or quality score, framework detection, and generation timestamp. 4. Prefer Ontoly CLI or MCP capabilities for graph questions instead of scanning source files first. …
Read the whole file at its exact version.
How to install
mdr add anbeime/skill/ontoly-software-graph@sha256:50ab45cd4a847aacThe line at the top of this page pins the label git:20260902.759147d, 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_umam72dwmgqpzev2)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 2, 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 (3204 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
anbeime/skill · 9,097 stars · license none declared · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_umam72dwmgqpzev2 GET https://markdownregistry.com/api/v1/resolve?ref=anbeime/skill/ontoly-software-graph GET https://markdownregistry.com/api/v1/blob/50ab45cd4a847aac96e899d70fbfb56b49c4eb850ffb20833b2f033f8453ad8e
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.