Scans diffs and project files to identify and remove redundant comments, excessive defensive guards, and AI-typical code clutter.
Install
mkdir -p .claude/skills/deslop-bitsocialnet && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/15433" && unzip -o skill.zip -d .claude/skills/deslop-bitsocialnet && rm skill.zipInstalls to .claude/skills/deslop-bitsocialnet
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Scan recent changes for AI-generated code slop and remove it. Use when the user says "deslop", "remove slop", "clean up AI code", or asks to remove AI-generated artifacts from the codebase.Key capabilities
- →Get the git diff against master or HEAD
- →Scan changed files for AI-generated comments
- →Remove unnecessary comments that restate code
- →Identify and remove excessive defensive checks
- →Fix `as any` casts by addressing underlying type issues
- →Correct inconsistent code style
How it works
The skill analyzes git diffs to identify and remove common patterns of AI-generated code slop, such as unnecessary comments, excessive defensive checks, and `as any` casts, then verifies the build.
Inputs & outputs
When to use deslop
- →Clean up AI-generated comments
- →Remove defensive programming bloat
- →Restore human-readable code style
About this skill
Remove AI Code Slop
Scan the diff against master and remove AI-generated slop introduced in this branch.
Workflow
-
Get the diff
git diff master...HEADIf there are also uncommitted changes, include them:
git diff master -
Scan each changed file for the slop categories below
-
Fix each instance — remove or rewrite to match the surrounding code style
-
Verify the build still passes:
yarn build && yarn lint && yarn type-check -
Report a 1-3 sentence summary of what you changed
Slop Categories
Unnecessary comments
AI loves adding comments that restate the code. Remove comments that a human wouldn't write. Keep comments that explain why — domain reasoning, constraints, trade-offs, or non-obvious intent.
// ❌ Slop — restates the code
const [count, setCount] = useState(0); // Initialize count state to 0
// ❌ Slop — obvious from context
// Fetch the user data
const user = useComment({ commentCid });
// ✅ Keep — explains non-obvious intent
// bitsocial-react-hooks returns undefined while loading, null if not found
const isLoading = comment === undefined;
Excessive defensive checks
AI adds try/catch blocks and null guards everywhere, even on trusted codepaths. Remove guards that the surrounding code doesn't need.
// ❌ Slop — bitsocial-react-hooks already handles errors internally
try {
const { feed } = useFeed({ communities });
} catch (error) {
console.error('Failed to fetch feed:', error);
}
// ✅ Clean — just use the hook directly
const { feed } = useFeed({ communities });
as any casts
AI casts to any to bypass type errors instead of fixing the actual types. Remove the cast and fix the underlying type issue.
Inconsistent style
Any pattern that doesn't match the rest of the file: different naming conventions, different import ordering, unnecessary abstractions, or overly verbose code where the file is concise.
Over-engineering
AI tends to add unnecessary abstractions, utility functions, or wrapper components that obscure simple logic. If a one-liner was wrapped in a helper, unwrap it.
Judgment Call: When to Keep Comments
Comments are necessary when code expresses:
- Non-obvious intent or domain-specific reasoning
- Constraints that aren't apparent from the implementation
- Trade-offs or "why not X" decisions
- Workarounds with context on when they can be removed
When in doubt, check if similar code nearby has comments. Match the file's existing comment density.
When not to use it
- →When the user wants to generate new code
- →When the user wants to add comments or defensive checks
- →When the user wants to introduce `as any` casts
Limitations
- →Requires a git diff to operate
- →Relies on specific patterns for identifying 'slop'
- →Requires verification of build, lint, and type-check after changes
How it compares
This workflow systematically purges AI-generated code artifacts, maintaining code quality and readability, unlike manual code review which can miss subtle patterns.
Compared to similar skills
deslop side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| deslop (this skill) | 0 | 3mo | Review | Intermediate |
| effective-go | 323 | 9mo | No flags | Beginner |
| solid-principles | 57 | 9mo | No flags | Intermediate |
| typescript-review | 39 | 2mo | No flags | Intermediate |
Try saying
Example prompts that trigger this skill in your AI assistant.
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