deslop

$npx mdskill add rohitg00/pro-workflow/deslop

Remove AI-generated slop and over-engineering from branch diffs.

  • Cleans up unnecessary comments, boilerplate, and defensive code.
  • Depends on git diff against origin/main to identify changes.
  • Identifies slop patterns like extra comments, try/catch, and over-abstractions.
  • Applies minimal edits and verifies with git diff and tests.

SKILL.md

.github/skills/deslopView on GitHub ↗
---
name: deslop
description: Remove AI-generated code slop, unnecessary comments, and over-engineering from the current branch diff. Cleans up boilerplate, simplifies abstractions, strips defensive code, and in skill-file mode lints SKILL.md files for quality. Use when cleaning up code, simplifying, removing boilerplate, before committing, or when reviewing a skill before promoting it.
---

# 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

```bash
git fetch origin main
git diff origin/main...HEAD --stat
git diff origin/main...HEAD
```

## Workflow

1. Run diff commands to see all changes on the branch.
2. Identify slop patterns from the focus areas below.
3. Apply minimal, focused edits to remove slop.
4. Re-run `git diff origin/main...HEAD` to verify only slop was removed.
5. Run tests or type-check to confirm behaviour unchanged: `npm test -- --changed --passWithNoTests 2>&1 | tail -10`
6. 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 `any` used 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, `// removed` comments)
- 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).

## Skill-file mode

When the target is a `SKILL.md` (not a code diff), lint it against the same
slop instinct applied to prose. Run this before promoting a skill. Flag:

- **Stale lines** - guidance written for an old version of the skill that no
  longer matches what it does. Cut it.
- **Bloat** - the skill runs past one screen with detail that belongs in a
  linked reference. Push it down: in-skill step, then in-skill reference, then
  an external file behind a pointer.
- **Dead sentences** - a line that changes nothing if deleted. Delete it.
- **Duplication** - the same instruction stated in two places, so edits drift.
  Keep one source of truth.
- **Premature stop** - the method ends before the work does (asks the question
  but never records the answer, cleans but never verifies).
- **Weak anchor** - no single concept the skill turns on. A skill the reader
  can name in one word triggers and executes in fewer tokens.
- **Missing invocation intent** - no declared human-run vs auto-triggered mode.
  See [`rules/skill-conventions.mdc`](../../rules/skill-conventions.mdc).
- **Wrong write op** - a state-changing skill that does not say whether it
  adds, updates, or appends, or that duplicates its output on a second run.

**Skill-file mode output:** the flagged issues by line, the edits applied,
the cleanup summary, and whether the skill is ready to promote.

## Output (code mode)

- List of slop patterns found with file locations
- Edits applied
- One-line summary of what was cleaned

More from rohitg00/pro-workflow

SkillDescription
agent-teamsCoordinate multiple Claude Code sessions as a team — lead + teammates with shared task lists, mailbox messaging, and file-lock claiming. Patterns for team sizing, task decomposition, and when to use teams vs sub-agents vs worktrees.
auto-setupAuto-configure quality gates, hooks, and settings for a new project. Detects project type and sets up appropriate tooling. Use when onboarding a new codebase.
batch-orchestrationDecompose large-scale changes into independent units and spawn parallel agents in isolated worktrees. Use for migrations, refactors, codemods, and any change touching 10+ files with the same pattern.
bug-captureCapture a user-reported defect as a durable GitHub issue written in the project's own domain language. Explores the codebase in parallel for context but never leaks file paths or line numbers into the issue. Use when the user reports a bug conversationally, runs a QA pass, or says "file an issue", "log this as a bug", "capture this".
compact-guardSmart context compaction with state preservation. Saves critical files, task progress, and working state before compaction, restores after. Use before manual compact or when auto-compact triggers.
context-optimizerOptimize token usage and context management. Use when sessions feel slow, context is degraded, or you're running out of budget.
cost-trackerTrack session costs, set budget alerts, and optimize token spend. Use to check costs mid-session or set spending limits.
design-engineeringApply interface craft when building or reviewing UI - motion, easing, timing, springs, component feel, and visual foundations. Use when building a component, animation, transition, hover or press state, modal, drawer, toast, or when polishing an interface so it feels right. Says "make this feel better", "add an animation", "polish the UI", "review this component".
domain-modelingBuild the project's shared language and bounded contexts before writing code, so names stay consistent and the agent stops paraphrasing domain concepts. Produces a CONTEXT.md glossary and decision records. Use at the start of a project or feature, or when the codebase and the people describing it speak different languages.
file-watcherConfigure file watching hooks to auto-react to config changes, env file updates, and dependency modifications. Use to set up reactive workflows.