understand-chat SKILL.md skillA
understand-chat from egonex-ai/understand-anything is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add egonex-ai/understand-anything/understand-chat@git:20260717.48c5450Pins git:20260717.48c5450 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- egonex-ai/understand-anything
- Path
understand-anything-plugin/skills/understand-chat/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260717.48c5450, committed Jul 17, 2026
- First version recorded
- Jul 3, 2026
- Size
- 4,772 bytes
- Repository stars
- 87,696
- License
- MIT
Use when you need to ask questions about a codebase or understand code using a knowledge graph.
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
# /understand-chat
Answer questions about this codebase using the knowledge graph in the project's data directory (`.ua/knowledge-graph.json`, or the legacy `.understand-anything/knowledge-graph.json` when that directory is present).
## Graph Structure Reference
The knowledge graph JSON has this structure:
- `project` — {name, description, languages, frameworks, analyzedAt, gitCommitHash}
- `nodes[]` — each has {id, type, name, filePath?, summary, tags[], complexity, languageNotes?}
- Code node types: file, function, class, module, concept
- Non-code node types: config, document, service, table, endpoint, pipeline, schema, resource
- Domain/knowledge node types: domain, flow, step, article, entity, topic, claim, source
- IDs use the node type as prefix, e.g. `file:path`, `function:path:name`, `config:path`, `article:path`
- `edges[]` — each has {source, target, type, direction, weight}
- Key types: imports, contains, calls, depends_on, configures, documents, deploys, triggers, contains_flow, flow_step, related, cites
- `layers[]` — each has {id, name, description, nodeIds[]}
- `tour[]` — each has {order, title, description, nodeIds[]}
## How to Read Efficiently
…Read the whole file at its exact version.
How to install
mdr add egonex-ai/understand-anything/understand-chat@sha256:5f1da70e0849ec2fThe line at the top of this page pins the label git:20260717.48c5450, 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_4mbpbmcmrldhm6vq)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 3, 2026 and Jul 17, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260717.48c5450 latest | 2026-07-17 | 48c5450 | 4,772 B | A | view · diff |
| git:20260710.fb7e345 | 2026-07-10 | fb7e345 | 3,331 B | A | view · diff |
| git:20260710.e82fe96 | 2026-07-10 | e82fe96 | 4,413 B | A | view · diff |
| git:20260708.0bae36e | 2026-07-08 | 0bae36e | 3,492 B | A | view · diff |
| git:20260703.f0f5fa5 | 2026-07-03 | f0f5fa5 | 3,016 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 (4772 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
egonex-ai/understand-anything · 87,696 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4mbpbmcmrldhm6vq GET https://markdownregistry.com/api/v1/resolve?ref=egonex-ai/understand-anything/understand-chat GET https://markdownregistry.com/api/v1/blob/5f1da70e0849ec2f3005fc232a95ab5f4b1c09cc062ced13945ce8516ca0e5f7
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.