Home / eltmon / overdeck · sync-sources/skills/refactor-radar/SKILL.md · GitHub

refactor-radar skillA

refactor-radar is agent-read markdown (skill) from eltmon/overdeck: AI self-monitoring skill. Detects architectural debt, confusing schemas, inconsistent patterns that cause repeated AI mistakes. Offers to create refactoring proposals as issues. NOT user-invoked - AI triggers when detecting systemic codebase issues causing confusion..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Refactor Radar

Detects systemic codebase issues that repeatedly confuse AI assistants and offers to create refactoring proposals.

## When to Trigger (Self-Assessment)

**IMPORTANT:** This skill is NOT user-invoked. Trigger when you detect patterns that will cause ONGOING confusion, not one-time mistakes.

### Architectural Smells (High Confidence)

1. **Inconsistent Naming Across Layers** [category: `naming`]
   - DB uses snake_case, API uses camelCase, frontend uses kebab-case
   - Same concept has different names in different places (`user`, `account`, `member`)
   - Example: `users.created_at` → API returns `createdAt` → Frontend displays `creation-date`

2. **Schema/Model Mismatch** [category: `schema`]
   - ORM models don't match actual DB schema
   - TypeScript types don't match API responses
   - Documentation describes different structure than code
   - Example: Type says `user.email: string` but DB allows null

3. **Inconsistent Patterns in Same Codebase** [category: `patterns`]
   - Some services use Repository pattern, others direct DB access
   - Mixed async patterns (callbacks, promises, async/await)
   - Multiple state management approaches in same frontend
…

Read the whole file at its exact version.

How to install

Latest version
mdr add eltmon/overdeck/refactor-radar@git:20260908.0c0074f
Exact content
mdr add eltmon/overdeck/refactor-radar@sha256:85b6c41d91a8cca9

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

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Versions

versioncommittedcommitsizeaudit
git:20260908.0c0074f latest2026-09-08 0c0074f 15,174 BA view · diff
git:20260618.e5016262026-06-18 e501626 15,054 BA view · diff
git:20260522.817c2c72026-05-22 817c2c7 15,062 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (15174 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

GitHub

eltmon/overdeck · 28 stars · license MIT · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ftibhwuuktjoh73p
GET https://markdownregistry.com/api/v1/resolve?ref=eltmon/overdeck/refactor-radar
GET https://markdownregistry.com/api/v1/blob/85b6c41d91a8cca98cdda8ffe1f81bad2cc587bb9fa18b3ee3e97bbc7dd377e9

Your agent 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.

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