Dev AI-Slop Cleaner
SkillAI & modelsPost-AI-generation cleanup — remove single-use helpers, over-abstractions, generic naming, and unnecessary configurability. Use after dev-autopilot or any LLM-generated code burst.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Dev AI-Slop Cleaner skill
What this skill tells your AI
The instructions your AI receives, as published by evolution-foundation/evo-nexus in .claude/skills/dev-ai-slop-cleaner/SKILL.md and read by ahel’s review.
Derived from oh-my-claudecode (MIT, Yeachan Heo). Adapted for the EvoNexus Engineering Layer.
Cleanup pass for code generated by AI. Removes the typical bloat: single-use helpers, over-abstractions, generic names like processData(), unnecessary configurability that wasn't asked for.
Use When
- After
dev-autopilotfinishes a feature - After
@bolt-executorproduces a multi-file change - Post-burst generation that wasn't carefully scoped
- User says "deslop", "clean up the AI slop", "remove the bloat"
Do Not Use When
- Hand-written code (no slop signature)
- Code that's intentionally extensible (talk to
@apex-architectfirst)
What to Look For
Signature 1: Single-use helpers
// SLOP
function calculateSum(a: number, b: number): number { return a + b; }
const total = calculateSum(price, tax);
// CLEANED
const total = price + tax;
Signature 2: Over-abstractions
// SLOP
class TimeoutConfigManager {
private static instance: TimeoutConfigManager;
static getInstance() { ... }
setTimeout(ms: number) { ... }
getTimeout() { ... }
}
// CLEANED
const TIMEOUT_MS = 5000;
Signature 3: Generic naming
// SLOP
function processData(data: any): any { ... }
// CLEANED
function parseCSVRow(row: string): User { ... }
Signature 4: Unrequested configurability
// SLOP
function fetchUser(id: string, options?: { retries?: number, backoff?: number, timeout?: number, cache?: boolean }) { ... }
// CLEANED (if retries/etc. weren't asked for)
function fetchUser(id: string) { ... }
Signature 5: TODO/HACK comments without context
Remove or convert to actual issues.
Workflow
- Scan the recent diff for the 5 signatures above
- For each match, propose the cleaned version
- Hand off to
@bolt-executorto apply (or@zen-simplifierfor batch cleanup) - Run
dev-verifyto confirm behavior is unchanged - Save report to
workspace/development/research/[C]slop-cleanup-{component}-{date}.md
Pairs With
@zen-simplifier(the agent that does the actual cleanup)@bolt-executor(when fixes are simple)dev-verify(to confirm zero behavior change)
Anti-patterns
- Removing abstractions that earn their keep (used in 3+ places, complex logic)
- Removing comments that explain non-obvious decisions
- "Improving" code that wasn't slop in the first place
Signals
- GitHub stars
- 533
- Forks
- 177
- Last commit
- May 2026
Advanced
- Catalog kind
- skill
- Gateway key
dev-ai-slop-cleaner- Source
- github.com/evolution-foundation/evo-nexus