Skills deslop

Remove AI-style code slop from a branch by reviewing diffs, deleting inconsistent defensive noise, and preserving behavior and local style.

install
source · Clone the upstream repo
git clone https://github.com/openclaw/skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/brennerspear/deslop" ~/.claude/skills/openclaw-skills-deslop && rm -rf "$T"
OpenClaw · Install into ~/.openclaw/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.openclaw/skills && cp -r "$T/skills/brennerspear/deslop" ~/.openclaw/skills/openclaw-skills-deslop && rm -rf "$T"
manifest: skills/brennerspear/deslop/SKILL.md
source content

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

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).