de-slopify
Skill0 starsChanged 4 months agoNo licenceView on GitHub
Audit the codebase for sloppy, amateurish, or AI-generated low-quality code — bugs, code smells, dead/stubbed/orphaned code, duplication, poor architecture, needless verbosity, comment slop, type-safety erosion, and weak tests — then file corroborated findings as Ralph-ready GitHub issues (and decomposed epics for big work). Use when the user says "de-slop", "deslopify", "run the slop detector", "find code smells", "audit code quality", "find dead code", "weekly code quality scan", "bullshit detector", or when the weekly de-slop GitHub Action runs. Findings must be corroborated by two independent signals before filing — null findings are a valid result. Do NOT use for implementing fixes (Ralph / continue-epic does that), for reviewing a specific PR diff (use comprehensive-pr-review), for fixing CI failures (use ci-debugging), or for triaging a backlog of existing issues (use backlog-grooming).
- Installs packages
2 other projects use a version of this.
Adopted by
Most recently taken up by
- Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrationstheir own version, first seen Jun 19, 2026
- indubitably-ai/indubitably-skillstheir own version, first seen Apr 17, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations★ 73same name
- indubitably-ai/indubitably-skills★ 1same name
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 repository36 other files it gives its agents.
- address-feedbackSkill
- apple-to-android-port-specSkill
- architectural-decisionsSkill
- await-claude-reviewSkill
- backlog-groomingSkill
- bug-squashing-methodologySkill
- ci-debuggingSkill
- collect-skillsSkill
- comprehensive-pr-reviewSkill
- concurrencySkill
- continue-epicSkill
- cve-remediationSkill
- discord-ralph-recapSkill
- distribute-skillsSkill
- documentationSkill
- error-handlingSkill
- file-naming-conventionsSkill
- frontend-aestheticsSkill
- git-workflowSkill
- max-quality-no-shortcutsSkill
- mutation-testingSkill
- preflightSkill
- prompt-engineeringSkill
- quick-testSkill
- review-diffSkill
- scan-issue-writerSkill
- securitySkill
- skill-craftSkill
- spec-decompositionSkill
- statusSkill
- stay-greenSkill
- testingSkill
- tracer-codeSkill
- triage-and-planSkill
- user-facing-error-messagesSkill
- vibeSkill
The file
We split this skill into the rules it gives an agent
8 rules. About 0 are common, 4 are distinctive, and 4 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈4
Distinctive · estimate
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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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.

