deslop
Skill213 starsChanged 3 days agoMITView on GitHub
Remove AI-generated code noise from the current diff while preserving behavior. Use for deslop, AI slop cleanup, unnecessary comments, defensive checks, any casts, or needless nesting after an agent-generated change. Do not use as permission for a broad rewrite or when a real bug has not been isolated.
We split this skill into the rules it gives an agent
4 rules. 0 are common, 3 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 106 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 27
Remove only confirmed noise in a focused edit.
- Distinctive: line 28
Run the narrow relevant checks and inspect the final diff.
- Very specific: line 29
If the structure needs a real redesign, stop deslop and use refactoring-safely, architecture-quality, or thermo-nuclear-code-quality-review.
- Distinctive: line 33
Do not delete comments that explain a non-obvious invariant, security boundary, ABI constraint, workaround with an owner, or externally …
“Common” is measured: kept by at least 6 in 10 of the 106 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Deslop
Review only the branch diff against its intended base and remove noise that does not belong in the local code style. Keep the behavior and public contract unchanged unless a clear, separately verified bug is fixed.
Review Targets
- comments that narrate obvious code or contradict local conventions;
- defensive checks or catch blocks abnormal for a trusted path;
any, unsafe casts, or optionality used only to silence a type checker;- deep nesting that can be made clearer with early returns or a named helper;
- one-off wrappers, flags, and branches inconsistent with the surrounding module;
- C++ ownership or error-handling scaffolding that is redundant with the established RAII/contract boundary.
Workflow
- Inspect the base, diff, local style, tests, and ownership boundaries.
- Classify each candidate as noise, a clear bug, or an intentional contract.
- Remove only confirmed noise in a focused edit.
- Run the narrow relevant checks and inspect the final diff.
- If the structure needs a real redesign, stop deslop and use
refactoring-safely,architecture-quality, orthermo-nuclear-code-quality-review.
Do not delete comments that explain a non-obvious invariant, security boundary, ABI constraint, workaround with an owner, or externally required behavior.
Gotchas
- Shorter code is not automatically clearer; preserve names and boundaries that carry domain meaning.
- A broad formatter run can hide behavior changes and is not deslop proof.
- Removing a defensive check without proving the trusted-path invariant can turn cleanup into a regression.
- In C++, exception and ownership code may look repetitive while protecting an ABI or lifetime boundary; inspect callers before removing it.
Troubleshooting
| Symptom | Likely cause | Action |
| Cleanup changes a test result | Candidate was behavior, not noise | Revert that candidate and isolate the real contract |
| Diff is too broad | Tool ran over the whole tree | Restrict review to the branch diff and restore unrelated files |
| Comment seems redundant but explains a constraint | Context is outside the file | Read the owning docs/tests before changing it |
| Code remains structurally tangled | Deslop is the wrong scope | Escalate to a planned refactor with characterization tests |
Source
Adapted from Cursor Team Kit's MIT-licensed deslop workflow:
https://github.com/cursor/plugins/tree/main/cursor-team-kit/skills/deslop
Other versions108 projects use a version of this.
Word for word · 1
- AnastasiyaW/claude-code-config★ 213100% same
Edited · 0
None found.
Wrote their own version · 107
- molt-bot/clawdbot★ 391ksame name
- every-app/open-seo★ 26ksame name
- millionco/react-doctor★ 15ksame name
- jaredpalmer/kev★ 9.8ksame name
- joe-bell/cva★ 6.9ksame name
- sanity-io/sanity★ 6.4ksame name
- millionco/expect★ 3.6ksame name
- rohitg00/pro-workflow★ 2.9ksame name
- compozy/compozy★ 2.8ksame name
- Jwuthri/Tracely-ai★ 1.5ksame name
97 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use simple-issue-description, openseo-review-web-content and 7 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
JwuthriSkillsimple-issue-description
Turn a rough bug report, feature request, support note, or pull request into a short, plain-language issue focused on the problem and desired behavior. Use when a contributor asks to simplify an issue, explain what a PR is for, create the corresponding issue for a PR, remove implementation detail from a report, or invokes /simple-issue-description.
Also in 3 projects that use this
JwuthriSkillopenseo-review-web-content
Write and review content for the OpenSEO website (web/) — blog posts, guides, feature pages, FAQs. Distills the philosophy for on-brand, useful, accurate content. Use whenever adding or editing user-facing prose in web/content or web/src.
Also in 3 projects that use this
jaydubya818Skillpoteto-mode
Use when non-trivial work should follow the smallest rigorous Jstack workflow.
Also in 6 projects that use this
ianclearySkillprinciple-explain-the-number
Apply before you trust, report, or act on a number you measured: a speedup, a regression, a throughput, a latency, or an eval result. Find what limits it, and rule out that it measured something other than the work you think.
Also in 5 projects that use this
ten9876Skillpapercuts
Read-only AetherSDR issue triage that surfaces the UX papercuts, bugs, and regressions you can fix AND prove today with the agent automation bridge. Use when the user says $papercuts or /papercuts, or asks to "find papercuts", "what can I fix and prove today", "triage bridge-provable issues", "what UX bugs can the bridge close", "sort issues by priority I can knock out", or otherwise wants a curated, lifecycle-aware (design→code→prove) shortlist of issues — NOT the label-and-respond /triage workflow. This is the discovery step that feeds /fb. Strictly read-only: it never labels, comments, closes, or edits issues.
Also in 3 projects that use this
jaydubya818Skillprinciple-attack-the-premise
Apply when repeated fixes fail and a shared assumption may be wrong.
Also in 5 projects that use this
- +2 more from Jwuthri
- +1 more from jaydubya818
In this repository60 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- agent-harness-designSkill
- agents-best-practicesSkill
- diffusion-engineeringSkill
- flux2-klein-promptingSkill
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- forensic-prompt-compilerSkill
- ml-research-labSkill
- notebooklm-grounded-researchSkill
- vlm-segmentationSkill
- feature-newSkill
- harness-designSkill
- layer-newSkill
- plan-swarm-reviewSkill
- pixel-art-storyboardSkill
- pixel-art-studioSkill
- architecture-firstSkill
- architecture-qualitySkill
- bug-reproducerSkill
- code-complexitySkill
- control-cliSkill
- control-uiSkill
- deep-reviewSkill
- distill-feedbackSkill
- harness-feedbackSkill
- proof-verifySkill
- refactoring-safelySkill
- repo-mapSkill
- root-cause-deliverySkill
- system-and-data-designSkill
- testing-strategySkill
- thermo-nuclear-code-quality-reviewSkill
- verify-thisSkill
- workflow-orchestrationSkill
- frontend-designSkill
- motion-framerSkill
- ui-designSkill
- ui-ux-pro-maxSkill
- ios-developmentSkill
- lean-codeSkill
- cross-harness-continuationSkill
- deepseek-provider-contractSkill
- desktop-sessions-discoverySkill
- epistemic-challengeSkill
- gemini-delegateSkill
- harness-auditSkill
- observability-monitoringSkill
- remote-compute-opsSkill
- plan-to-ticketsSkill
- product-meaning-extractorSkill
- remotion-production-guideSkill
- script-evaluatorSkill
- video-narrative-arcSkill
- video-post-productionSkill
- article-structure-reviewSkill
- cavemanSkill
- humanize-englishSkill
- humanize-russianSkill
- owner-voiceSkill
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