anti-slop
Skill9 starsChanged 18 days agoMITView on GitHub
Use for code changes in any language. Preserve behavior, types and boundary validation, keep edits scoped, and verify with the project's declared checks and fresh evidence.
31 other projects use a version of this.
Adopted by
Most recently taken up by
- MishraShardendu22/agent-skills-hub-sync-enginetheir own version, first seen Nov 8, 2026
- TheVeller/claude-skillstheir own version, first seen Nov 8, 2026
- a7garden/anti-sloptheir own version, first seen Nov 8, 2026
- umfhero/skillstheir own version, first seen Nov 8, 2026
- Vumb-VibeCoder/hook-everythingtheir own version, first seen Nov 8, 2026
- adeonir/agent-skillstheir own version, first seen Nov 6, 2026
Used with
Projects with it also use research.
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.
NVIDIASkillresearch
Before designing a feature, research how comparable libraries solve the problem, check best practices, known pitfalls, and upstream changes. Use when starting a new feature, investigating an unfamiliar area, or the user asks to research something.
Also in 3 projects that use this
Other versions31 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 31
- elithrar/dotfiles★ 222same name
- Gesso-Build/skills★ 91same name
- roedyrustam/vibes-plug★ 75same name
- Tom-Babb/ai-marketing-skills-with-by-tom-babb★ 30same name
- Vumb-VibeCoder/hook-everything★ 19same name
- aixarizzo/kill-slop★ 17same name
- darknecrocities/SkillBuilder★ 13same name
- HyunjunJeon/claude-workflow-mods★ 9same name
- YuliangXiu/de-ai-router★ 9same name
- adeonir/agent-skills★ 8same name
21 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.
In this repository56 other files it gives its agents.
- harness/CLAUDE.mdCLAUDE.md
- academic-research-routerSkill
- accessibilitySkill
- adaptive-project-harnessSkill
- apple-designSkill
- arenaSkill
- astryx-design-systemSkill
- attention-spanSkill
- copywritingSkill
- crash-outSkill
- croSkill
- cybersecurity-skill-routerSkill
- design-isms-referenceSkill
- design-minimal-blue-pitchdeckSkill
- design-source-routerSkill
- design-specSkill
- diagnosing-bugsSkill
- emil-design-engSkill
- external-review-routerSkill
- frontend-designSkill
- gh-address-commentsSkill
- handoffSkill
- humanize-japaneseSkill
- hyperframes-animationSkill
- hyperframes-audioSkill
- hyperframes-cliSkill
- hyperframes-coreSkill
- hyperframes-creativeSkill
- hyperframes-keyframesSkill
- hyperframes-registrySkill
- hyperframesSkill
- hyperframes-studioSkill
- impeccableSkill
- implement-changeSkill
- leak-checkSkill
- library-docsSkill
- loop-librarySkill
- media-useSkill
- motion-graphicsSkill
- obsidian-memory-routerSkill
- openpencil-cliSkill
- ponytailSkill
- product-marketingSkill
- project-startSkill
- pr-ossSkill
- remove-ai-marksSkill
- requirements-clarificationSkill
- retroSkill
- review-changeSkill
- screenshotSkill
- security-auditSkill
- startup-evidenceSkill
- taste-guided-uiSkill
- team-patternsSkill
- understandSkill
- verification-before-completionSkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 30 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 12
Avoid unnecessary type escapes.
- Distinctive: line 14
Do not add inline disables or weaken configuration to make checks pass.
“Common” is measured: kept by at least 6 in 10 of the 30 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
Code quality
Preserve behavior unless the request changes it. Use the language's types and runtime input validation, keep changes within scope, and retain error handling. Increase an existing dependency's minimum supported version only when requested; otherwise report manifest and lockfile mismatches.
Run the project's declared checks in their required order. Where applicable, check lint, types or build (syntax for shell), then targeted tests. Read every exit code. A missing required tool or failed stage leaves the task incomplete. Distinguish lint, syntax checks and compilation; one does not prove another passed.
Avoid unnecessary type escapes. Validate boundary inputs at runtime and use cohesive typed objects when the domain calls for them. Apply language-specific rules only to that language. Before rewriting an expression, check presence versus falsy values, evaluation order and the type contract.
Do not add inline disables or weaken configuration to make checks pass. If semantics require a policy exception, request a narrow review specifying the rule, path, source hash, reason, owner and expiry; do not grant it yourself.
A removed, skipped or loosened test, including a dropped assertion or lowered threshold, is a behavior change. Report the reason and the check that now covers it; if the requirement itself was removed, identify that requirement. Passing checks after weakening them is not evidence that the original behavior remains covered.
Does it work?
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

