architecture SKILL.md skillA
architecture from kanevry/session-orchestrator is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kanevry/session-orchestrator/architecture@git:20261003.c34ec50Pins git:20261003.c34ec50 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kanevry/session-orchestrator
- Path
skills/architecture/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261003.c34ec50, committed Oct 3, 2026
- First version recorded
- May 17, 2026
- Size
- 7,555 bytes
- Repository stars
- 53
- License
- MIT
Use when the user asks to improve architecture, find refactoring opportunities, surface deepening opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable. Surfaces shallow modules and hypothetical seams using a precise vocabulary (Module / Interface / Implementation / Depth / Seam / Adapter / Leverage / Locality from LANGUAGE.md).
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
# Improve Codebase Architecture Surface architectural friction and propose **deepening opportunities** — refactors that turn shallow modules into deep ones. The aim is testability and AI-navigability. ## Glossary Use these terms exactly in every suggestion. Consistent language is the point — don't drift into "component," "service," "API," or "boundary." Full definitions in [LANGUAGE.md](LANGUAGE.md). - **Module** — anything with an interface and an implementation (function, class, package, slice). - **Interface** — everything a caller must know to use the module: types, invariants, error modes, ordering, config. Not just the type signature. - **Implementation** — the code inside. - **Depth** — leverage at the interface: a lot of behaviour behind a small interface. **Deep** = high leverage. **Shallow** = interface nearly as complex as the implementation. - **Seam** — where an interface lives; a place behaviour can be altered without editing in place. (Use this, not "boundary.") - **Adapter** — a concrete thing satisfying an interface at a seam. - **Leverage** — what callers get from depth. …
Read the whole file at its exact version.
How to install
mdr add kanevry/session-orchestrator/architecture@sha256:0acf8cd2b0efcb45The line at the top of this page pins the label git:20261003.c34ec50, 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_ehjfvlhogswoc7sc)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between May 17, 2026 and Oct 3, 2026, about one every 28 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261003.c34ec50 latest | 2026-10-03 | c34ec50 | 7,555 B | A | view · diff |
| git:20260906.ac8b544 | 2026-09-06 | ac8b544 | 7,534 B | A | view · diff |
| git:20260906.9b0a555 | 2026-09-06 | 9b0a555 | 7,221 B | A | view · diff |
| git:20260702.b32dc1b | 2026-07-02 | b32dc1b | 6,733 B | A | view · diff |
| git:20260518.e925d1a | 2026-05-18 | e925d1a | 6,730 B | A | view · diff |
| git:20260517.a84eba8 | 2026-05-17 | a84eba8 | 5,736 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 (7555 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
kanevry/session-orchestrator · 53 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ehjfvlhogswoc7sc GET https://markdownregistry.com/api/v1/resolve?ref=kanevry/session-orchestrator/architecture GET https://markdownregistry.com/api/v1/blob/0acf8cd2b0efcb45c1f1277789f0371fd7f8b7535e9601baad8700a6a0f2b934
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.
More from kanevry/session-orchestrator
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