code-review-simplify SKILL.md skillA
code-review-simplify from mickeyyaya/evolve-loop is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mickeyyaya/evolve-loop/code-review-simplify@git:20261007.e134ff4Pins git:20261007.e134ff4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mickeyyaya/evolve-loop
- Path
skills/code-review-simplify/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261007.e134ff4, committed Oct 7, 2026
- First version recorded
- Apr 7, 2026
- Size
- 16,471 bytes
- Repository stars
- 6
- License
- Apache-2.0
Use when reviewing code changes for quality, security, performance, or maintainability issues and identifying simplification opportunities in a single token-efficient pass.
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
> Unified code review + simplification. Single-pass, multi-dimensional scoring, adaptive depth. Integrates with evolve-loop's source-writing phases.
## Contents
- [Architecture](#architecture) — hybrid pipeline+agentic model
- [Single-Pass Flow](#single-pass-flow) — read diff once, analyze both dimensions
- [Multi-Dimensional Scoring](#multi-dimensional-scoring) — 4 dimensions with numeric scores
- [Adaptive Depth Routing](#adaptive-depth-routing) — scale analysis with diff complexity
- [Integration Hooks](#integration-hooks) — evolve-loop source-writer wiring
- [Simplification Catalog](#simplification-catalog) — what to simplify and when
- [Output Schema](#output-schema) — structured review+simplify report
## Architecture
Hybrid pipeline+agentic model. Structured passes handle known patterns cheaply; agentic reasoning handles contextual issues that require understanding intent.
```
Input: git diff (changed files)
│
▼
┌─────────────────────────┐
│ PIPELINE LAYER (fast) │ Deterministic pattern checks
│ ───────────────────── │
│ 1. Complexity scan │ Cognitive complexity, nesting depth
│ 2. Smell detection │ the Simplification Catalog below
…Read the whole file at its exact version.
How to install
mdr add mickeyyaya/evolve-loop/code-review-simplify@sha256:80be3f7939e0666eThe line at the top of this page pins the label git:20261007.e134ff4, 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_hj3zgsvid2y7p7bi)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 7, 2026 and Oct 7, 2026, about one every 46 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261007.e134ff4 latest | 2026-10-07 | e134ff4 | 16,471 B | A | view · diff |
| git:20260624.c286c01 | 2026-06-24 | c286c01 | 13,611 B | A | view · diff |
| git:20260522.c3e6cfb | 2026-05-22 | c3e6cfb | 13,607 B | A | view · diff |
| git:20260516.21a7e60 | 2026-05-16 | 21a7e60 | 13,600 B | A | view · diff |
| git:20260407.ee947c1 | 2026-04-07 | ee947c1 | 13,268 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 (16471 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
mickeyyaya/evolve-loop · 6 stars · license Apache-2.0 · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hj3zgsvid2y7p7bi GET https://markdownregistry.com/api/v1/resolve?ref=mickeyyaya/evolve-loop/code-review-simplify GET https://markdownregistry.com/api/v1/blob/80be3f7939e0666e44e1b8eeac670a338bbbb0b64ce4f51a46ac340063b8ec61
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.