Remove AI-style code slop from a branch by reviewing diffs, deleting inconsistent defensive noise, and preserving behavior and local style.
Scanned 9/5/2026
Install to Claude Code
Skills Directorynpx -y skills add dvcrn/openclaw-skills-marketplace --skill deslop --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Deslop?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/dvcrn-deslop)More formats (shields.io, HTML) on the badges page.
---
name: deslop
description: "Remove AI-style code slop from a branch by reviewing diffs, deleting inconsistent defensive noise, and preserving behavior and local style."
---
## When to use this skill
Use when asked to:
- "remove AI slop"
- "clean up generated code style"
- "review branch diff for weird comments/defensive checks/casts"
## Workflow
1. Set comparison base (default `main`) and inspect `git diff <base>...HEAD`.
2. Build a candidate list using `rg` over added lines (comments, catches, casts, lint ignores, placeholders, debug leftovers).
3. Review each candidate in full file context and compare with nearby local patterns.
4. Remove only inconsistent slop; keep behavior and domain-valid guards.
5. Re-run project checks (`bun check`, `bun typecheck`) and fix regressions.
6. Report exact files changed and what slop was removed vs intentionally kept.
## Slop checklist
Read and apply: [`references/slop-heuristics.md`](references/slop-heuristics.md)
## Guardrails
- Do not remove protections at trust boundaries (user input, auth, network, db, file I/O).
- Do not replace real typing with weaker typing.
- Prefer minimal edits over broad rewrites.
- Keep project conventions (hooks/query style, component patterns, naming).
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!
Use this skill when developing or maintaining browser extension code in the `browser/` directory, including Chrome/Firefox/Edge compatibility, content scripts, background scripts, or i18n updates.
SEO optimization with keyword analysis, readability assessment, technical validation, content quality. Use for search rankings, blog posts, content audits, or encountering keyword density, readability scores, meta tags, schema markup errors.
Official Google SEO guide covering search optimization, best practices, Search Console, crawling, indexing, and improving website search visibility based on official Google documentation
Python backend development expertise for FastAPI, security patterns, database operations, Upstash integrations, and code quality. Use when: (1) Building REST APIs with FastAPI, (2) Implementing JWT/OAuth2 authentication, (3) Setting up SQLAlchemy/async databases, (4) Integrating Redis/Upstash caching, (5) Refactoring AI-generated Python code (deslopification), (6) Designing API patterns, or (7) Optimizing backend performance.
PTES-aligned adversarial security audit for backend, frontend, and mobile applications. Produces a CVSS-scored Hacker Report with verified PoCs and phased remediation.
