Agent skill
dev-ai-slop-cleaner
Post-AI-generation cleanup — remove single-use helpers, over-abstractions, generic naming, and unnecessary configurability. Use after dev-autopilot or any LLM-generated code burst.
Install this agent skill to your Project
npx add-skill https://github.com/EvolutionAPI/evo-nexus/tree/main/.claude/skills/dev-ai-slop-cleaner
SKILL.md
Dev AI-Slop Cleaner
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
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