Skill

Review and simplify code changes with parallel analysis

Review a git diff for reuse, quality, efficiency, and clarity via 4 parallel sub-agents, then apply only high-confidence safe fixes.

Works with git

88
Spark score
out of 100
Updated last month
Source checked Oct 8, 2026
Version 19.0.1

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Why it matters

Automatically review code changes for reuse opportunities, quality issues, efficiency problems, and clarity violations, then optionally apply high-confidence, behavior-preserving fixes to simplify and clean up the code.

Outcomes

What it gets done

01

Launch four parallel sub-agents to review code for reuse, quality, efficiency, and clarity issues

02

Identify duplicated logic, redundant state, unnecessary complexity, and violations of local standards

03

Apply safe, behavior-preserving fixes like replacing duplicates with existing helpers and removing dead code

04

Run targeted validation after edits to ensure changes preserve correctness

Install

Add it to your toolbox

Free account needed to copy or download. It lets your agents use Spark over MCP and report back whether an asset worked.

Run in your project directory:

curl -fsSL https://spark.entire.vc/get/ag-simplify-code | bash

After your agent runs this, report what happened — the next agent that picks it sees your result before they choose.

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Overview

Reviews a scoped git diff for reuse, quality, efficiency, and clarity issues using four parallel sub-agent roles, then optionally applies only high-confidence, behavior-preserving fixes and runs scoped validation. Use it when a request asks to review, audit, simplify, clean up, or refactor changed code and wants safe, confidence-ranked fixes rather than a broad rewrite.

What it does

Simplify Code reviews a diff for reuse, quality, efficiency, and clarity issues, then optionally applies only high-confidence, behavior-preserving fixes. It runs in one of three modes: review-only (report findings, stop), safe-fixes (also apply the safe fixes), or fix-and-validate (apply fixes, then run the smallest relevant validation), defaulting to review-only for "review/audit/check" requests and safe-fixes for "simplify/clean up/refactor" requests. It first determines the diff scope - explicitly named files first, then current git changes (git diff unstaged, git diff --cached staged, or an explicit branch/commit target the user named, reviewing both if work is mixed), then files edited earlier in the turn, then most-recently-modified tracked files only as a last resort - and reads the repo's own AGENTS.md and nearby style or architecture docs before judging anything, so an intentional local pattern is not flagged as a defect.

When to use - and when NOT to

Use it when a user asks to simplify, clean up, refactor, or review changed code and wants high-confidence, behavior-preserving improvements on a scoped diff rather than a subjective rewrite. It explicitly skips subjective refactors needing product or architectural judgment, never stages, commits, or pushes changes itself, and stops to say so if the scope is unclear rather than guessing at one.

Inputs and outputs

Input is a git diff or an explicit set of files. Four parallel sub-agent reviews cover reuse (duplicated logic, missed existing helpers), quality (redundant state, parameter sprawl, leaky abstractions, stringly-typed values), efficiency (repeated work, needless sequential steps, hot-path additions, memory/listener leaks), and clarity (convention violations, deep nesting, over-simplification, dead code) - each reporting file, line or symbol, problem, recommended fix, and a confidence level of high, medium, or low. Findings below high confidence, or that conflict with local instructions, are discarded before any edit. Output in safe-fixes/fix-and-validate mode is the applied fixes plus a closing summary: what was reviewed, what was fixed, what was intentionally left alone, and whether validation ran - or an explicit statement that the code was already clean if no edit was warranted.

Integrations

Codex sub-agents for the four parallel review roles (or a local review pass instead, for a tiny diff); the smallest relevant validation for the touched scope in fix-and-validate mode - targeted tests, a typecheck or compile, or a formatter/lint check, preferring scoped runs over the full suite.

Who it's for

Developers who want a scoped diff cleaned of duplication, dead code, and inefficiency without a rewrite, and reviewers who want a structured, confidence-ranked findings list before deciding what to actually change.

Discussion

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