Install
1
Install the plugin$
npx claudepluginhub rohitg00/pro-workflow --plugin pro-workflowWant just this skill?
Then install: npx claudepluginhub u/[userId]/[slug]
Description
Remove AI-generated code slop, unnecessary comments, and over-engineering from the current branch diff. Cleans up boilerplate, simplifies abstractions, and strips defensive code. Use when cleaning up code, simplifying, removing boilerplate, or before committing.
Tool Access
This skill uses the workspace's default tool permissions.
Skill Content
Remove AI Code Slop
Check the diff against main and remove AI-generated slop introduced in the branch.
Trigger
Use after completing changes, before committing, or when code feels over-engineered.
Commands
git fetch origin main
git diff origin/main...HEAD --stat
git diff origin/main...HEAD
Workflow
- Run diff commands to see all changes on the branch.
- Identify slop patterns from the focus areas below.
- Apply minimal, focused edits to remove slop.
- Re-run
git diff origin/main...HEADto verify only slop was removed. - Run tests or type-check to confirm behaviour unchanged:
npm test -- --changed --passWithNoTests 2>&1 | tail -10 - Summarise what was cleaned.
Focus Areas
- Extra comments that state the obvious or are inconsistent with local style
- Defensive try/catch blocks that are abnormal for trusted internal code paths
- Casts to
anyused only to bypass type issues - Over-engineered abstractions for one-time operations (premature helpers, factories)
- Deeply nested code that should be simplified with early returns
- Backwards-compatibility hacks (renamed
_vars, re-exports,// removedcomments) - Features, refactoring, or "improvements" beyond what was requested
- Added docstrings, type annotations, or comments on code that wasn't changed
- Error handling for scenarios that can't happen in trusted internal paths
Guardrails
- Keep behavior unchanged unless fixing a clear bug.
- Prefer minimal, focused edits over broad rewrites.
- Three similar lines of code is better than a premature abstraction.
- If you remove something, verify it's truly unused first.
- Keep the final summary concise (1-3 sentences).
Output
- List of slop patterns found with file locations
- Edits applied
- One-line summary of what was cleaned
Stats
Stars1356
Forks116
Last CommitFeb 26, 2026
Similar Skills
prompt-lookup
Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.
prompts.chat
153.7k