deep-modules SKILL.md skillA
deep-modules from codybrom/clairvoyance is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add codybrom/clairvoyance/deep-modules@git:20260722.fcfda01Pins git:20260722.fcfda01 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- codybrom/clairvoyance
- Path
skills/deep-modules/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260722.fcfda01, committed Jul 22, 2026
- First version recorded
- Feb 25, 2026
- Size
- 8,785 bytes
- Repository stars
- 15
- License
- MIT
Measures module depth: whether the interface is simple relative to the implementation behind it. Use when an interface has too many parameters or methods, many small classes each do too little, or methods just forward calls. Not for whether adjacent layers provide different abstractions (use abstraction-quality) or merging/splitting modules (use module-boundaries).
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
# Deep Modules Review Lens When invoked with $ARGUMENTS, focus the analysis on the specified file or module. Read the target code first, then apply the checks below. Evaluate whether modules provide powerful functionality through simple interfaces. ## When to Apply - Reviewing a new class, module, or API design - When a module feels like it "doesn't do enough" or has too many parameters - When you see many small classes collaborating to do one thing - When a method signature closely mirrors what it calls - During refactoring to decide what to merge or deepen ## Core Principles ### The Depth Principle Every module gives functionality and costs knowledge (in the form of an interface). Deep modules give a lot and ask for very little, delivering the highest return on interface cost. This is the same interface-vs-implementation-cost asymmetry **pull-complexity-down**'s "Core Asymmetry" applies to caller burden — here it's applied to depth. The deepest possible module can even have no interface at all. Garbage collection is the classic example: it does enormously complex work that callers never think about. …
Read the whole file at its exact version.
How to install
mdr add codybrom/clairvoyance/deep-modules@sha256:d6f6a369bf539fb4The line at the top of this page pins the label git:20260722.fcfda01, 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_cp3oxfsljaqoyfud)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Feb 25, 2026 and Jul 22, 2026, about one every 37 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260722.fcfda01 latest | 2026-07-22 | fcfda01 | 8,785 B | A | view · diff |
| git:20260701.ba096c5 | 2026-07-01 | ba096c5 | 8,868 B | A | view · diff |
| git:20260301.1854d20 | 2026-03-01 | 1854d20 | 9,291 B | A | view · diff |
| git:20260227.455211b | 2026-02-27 | 455211b | 9,270 B | A | view · diff |
| git:20260225.e46f12c | 2026-02-25 | e46f12c | 9,292 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 (8785 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
codybrom/clairvoyance · 15 stars · license MIT · pushed 2026-10-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cp3oxfsljaqoyfud GET https://markdownregistry.com/api/v1/resolve?ref=codybrom/clairvoyance/deep-modules GET https://markdownregistry.com/api/v1/blob/d6f6a369bf539fb4e5f7af6ada5ee1e43661fd447edae9c03a7a79a74f98c2c1
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.