graph-engineering SKILL.md skillA
graph-engineering from calebnewtonusc/chewbacca is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add calebnewtonusc/chewbacca/graph-engineering@git:20260924.75459fePins git:20260924.75459fe in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- calebnewtonusc/chewbacca
- Path
skills/graph-engineering/SKILL.md- Versions recorded
- 10
- Latest version
- git:20260924.75459fe, committed Sep 24, 2026
- First version recorded
- Aug 10, 2026
- Size
- 18,605 bytes
- Repository stars
- 9
- License
- MIT
Teaches graph engineering, both halves: knowledge graphs (ontology design, entity/relation/event extraction, fusion, GraphRAG and graph memory) and task graphs (agent orchestration, parallel fan-out, verifier separation, the stop rule, human gates). Use when asked to build a knowledge graph, extract entities or relations, design an ontology, dedupe or merge entities, add graph memory or GraphRAG, orchestrate multi-agent workflows, or learn graph engineering. ALSO use unasked whenever the work…
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
# Graph Engineering Graph engineering is the discipline of designing the structures agents work through, not the prompts. It has two halves: 1. **Knowledge graphs**: what agents remember. Nodes are entities and facts, edges are relationships with time and provenance. This file's 9-stage pipeline covers it, distilled from Southeast University's graduate KG course (https://github.com/npubird/KnowledgeGraphCourse, Prof. Peng Wang), translated to English and adapted for LLM-era agents. 2. **Task graphs**: how agents work. Nodes are jobs, edges are execution dependencies: parallel fan-out, separate verifier contexts, the stop rule, the human gate. Read [references/task-graphs.md](references/task-graphs.md) when the request is about orchestrating agents rather than building memory. Core mental model: a knowledge graph is a **product with a schema**, not a pile of triples. Quality comes from the pipeline order, model the domain BEFORE extracting, fuse BEFORE storing, evaluate at every stage. ## Teaching Mode When the user wants to LEARN graph engineering (rather than build something), teach it, do not just execute. Rules: …
Read the whole file at its exact version.
How to install
mdr add calebnewtonusc/chewbacca/graph-engineering@sha256:e2a726eba4f8df74The line at the top of this page pins the label git:20260924.75459fe, 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_h2wj4boy4necjimr)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 10 versions of this file, between Aug 10, 2026 and Sep 24, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260924.75459fe latest | 2026-09-24 | 75459fe | 18,605 B | A | view · diff |
| git:20260923.c7250b6 | 2026-09-23 | c7250b6 | 18,859 B | A | view · diff |
| git:20260922.24669ab | 2026-09-22 | 24669ab | 18,924 B | A | view · diff |
| git:20260922.a915001 | 2026-09-22 | a915001 | 14,668 B | A | view · diff |
| git:20260922.722de6c | 2026-09-22 | 722de6c | 10,191 B | A | view · diff |
| git:20260922.bf26730 | 2026-09-22 | bf26730 | 8,297 B | A | view · diff |
| git:20260919.dd1584b | 2026-09-19 | dd1584b | 7,703 B | A | view · diff |
| git:20260902.45b9119 | 2026-09-02 | 45b9119 | 7,856 B | A | view · diff |
| git:20260810.fbb19ea | 2026-08-10 | fbb19ea | 7,889 B | A | view · diff |
| git:20260810.52d15ca | 2026-08-10 | 52d15ca | 7,934 B | A | view |
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 (18605 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
calebnewtonusc/chewbacca · 9 stars · license MIT · pushed 2026-10-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_h2wj4boy4necjimr GET https://markdownregistry.com/api/v1/resolve?ref=calebnewtonusc/chewbacca/graph-engineering GET https://markdownregistry.com/api/v1/blob/e2a726eba4f8df74be71f8e8a11c73ca0e733e8229c9677eb14e12a24de47dd9
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.