antislop-code
Skill9 starsChanged 23 days agoMITView on GitHub
Code comment hygiene for AI coding agents: remove generic AI-slop comments, keep the valuable ones, never touch the code.
10 other projects use a version of this, 3 of them edited; 1 new project in the last 4 weeks, against 0 the 4 before.
Adopted by
Surging: 1 new project took it in the last 4 weeks, none the 4 weeks before.thin data
Most recently taken up by
- bepaldes/heimdall-agentword for word, first seen Nov 8, 2026
- delorenj/skillsedited, first seen Nov 7, 2026
- Buddhilive/buddhi-cliedited, first seen Nov 1, 2026
- ZerroDevs/AgentsHubword for word, first seen Nov 1, 2026
- okfriansyah-moh/agentic-workflowtheir own version, first seen Oct 25, 2026
- Marvellbrazil/my-agentic-skillsword for word, first seen Oct 17, 2026
Other versions10 projects use a version of this.
Word for word · 6
- miqdadbadjuber/anti-slop★ 8.6k100% same
- Spikerko/spicy-lyrics★ 700100% same
- ZerroDevs/AgentsHub★ 6100% same
- Marvellbrazil/my-agentic-skills★ 4100% same
- bepaldes/heimdall-agent★ 2100% same
- shreeve1/Claude-Cowork★ 0100% same
Edited · 3
- delorenj/skills★ 1795% same
- itsyasirkhandev/skills★ 495% same
- Buddhilive/buddhi-cli★ 197% same
Wrote their own version · 1
- okfriansyah-moh/agentic-workflow★ 0same 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 repository7 other files it gives its agents.
- AGENTS.mdAGENTS.md
- antislop-copywritingSkill
- antislop-humanSkill
- antislop-layoutmobileSkill
- antislopSkill
- antislop-uiSkill
- swarmSkill
The file
We split this skill into the rules it gives an agent
11 rules. 9 are common, 1 is distinctive, and 1 is very specific to this project.
9
Common
Most of the 4 edited versions we read keep these.
1
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
- Common: line 15
Every entry has the same shape: Tell (the pattern), Why (why it reads as slop), Fix (what to do instead), with the governing core rule …
- Common: line 31
Fix: remove and leave the line of code alone.
- Common: line 37
Fix: remove. If the flow is genuinely hard to follow, that is a structure problem, not a missing comment problem.
- Common: line 43
Fix: remove unless the label carries specific information.
- Common: line 49
Fix: remove. Keep a TODO only when it names a specific task with enough context to act on.
- Common: line 67
Fix: remove. In the rare case an end marker genuinely helps a long file, keep it only where it prevents confusion, not as a habit.
- Common: line 80
Why: when every line is commented, none of the comments matter.
- Common: line 81
Fix: write one concise comment per logical block instead of one per line.
- Very specific: line 87
Fix: write short, sentence-case lines in a natural developer voice: // Validate credentials before issuing a token.
- Common: line 91
Never remove comments that explain:
- Distinctive: line 117
Run these alongside the core Delivery Gate when the task touches comments.
“Common” is measured: kept by at least 6 in 10 of the 4 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
antislop-code
Anti Slop: Rules for AI Coding Agents. Code Comments skill
Part of the antislop system. Read together with
antislop.md(the core). This skill filters comments that read as generically AI (decorative, restating the obvious, stiff, loud) while preserving the comments that carry real information. It references core rules by number and never duplicates or renumbers them. Load it when the task writes or edits code comments.
How to use this skill
- Load together with
antislop.mdwhenever the task touches code comments. The core holds the mechanism (the purpose test, the three tiers, the Delivery Gate); this skill holds comment-specific depth. - Every entry has the same shape: Tell (the pattern), Why (why it reads as slop), Fix (what to do instead), with the governing core rule cited as R-XX.
- Scope guardrail: this skill only modifies comments. Never modify executable code, identifiers, imports, formatting, indentation, whitespace, control flow, or logic. When in doubt, leave the code untouched.
- The Delivery Gate in the core remains the gate. The "Code Comment Checklist" at the end of this file is the comment-specific supplement to run alongside it.
Comments That Add Nothing
Decorative Separators
- Tell: banner comments built from repeated characters, ALL CAPS labels, or box drawing around a section name:
// =======================aroundAuthentication,// -------- WORKFLOW --------, or a/* ---- ROUTES ---- */header. - Why: the decoration is the message. A label wrapped in
=or-signals "AI made this" without adding information, and ALL CAPS reads as shouting. - Fix: replace with a single plain line, or remove entirely if the label adds nothing (R-31).
Restating the Obvious
- Tell: a comment that repeats what the next line or declaration already shows, like
// Initialize the variableabovelet count = 0,// User classaboveclass User {},// Validate userabovefunction validateUser(), orconst userAge = 25; // User age is 25. - Why: it doubles the reading load without adding anything. The code already says it; the comment just repeats it.
- Fix: remove and leave the line of code alone.
Workflow Narration
- Tell: comments that narrate the flow step by step, like
// Step 1: Validate input,// Step 2: Process request,// Step 3: Return response, or// First...,// Next...,// Finally.... - Why: the control flow is visible in the code itself. Numbering it reads as a checklist, not an explanation.
- Fix: remove. If the flow is genuinely hard to follow, that is a structure problem, not a missing comment problem.
Empty Labels
- Tell: generic labels with no information behind them:
// Main logic,// Core logic,// Business logic,// Helper function,// Entry point,// Error handling, or// Note: This is important./// Important: Please read. - Why: the label names a category, not a fact. "Main logic" tells the reader nothing they could not infer from the code.
- Fix: remove unless the label carries specific information. "Note: retries happen only on 5xx" earns its place; "Note: this is important" does not.
Vague Placeholders
- Tell: comments that promise future work without saying what:
// TODO: Improve this,// Future improvements,// Additional optimization can be added here,// Add more validation. - Why: a vague TODO is noise. It names a feeling (this could be better) instead of a task (what, and why).
- Fix: remove. Keep a TODO only when it names a specific task with enough context to act on.
Signature Echo
- Tell: documentation that only restates the signature, like a JSDoc block that repeats
@param price The price.and@returns Total price.for a function whose name and parameters already say all of it. - Why: docs that echo the signature add length, not understanding. The reader learns nothing new.
- Fix: simplify or remove the echo. Keep documentation that explains business rules, edge cases, assumptions, algorithms, limitations, side effects, API behavior, or security implications. Never strip real documentation.
Decorative Emoji
- Tell: emoji used as decoration in comments, like
// ✅ Validationor// 🚀 Performance. - Why: emoji is visual noise in code, and the specific set (✅, 🚀, 🔒) is the AI default vocabulary.
- Fix: replace with plain English, or remove if the label adds nothing.
End Markers
- Tell: comments that only mark the end of a block, like
} // end if,# End of function, or// End processOrder. - Why: the closing brace already ends the block. The marker exists out of habit, not need.
- Fix: remove. In the rare case an end marker genuinely helps a long file, keep it only where it prevents confusion, not as a habit.
How It Should Read
The Over-Explained Comment
- Tell: one comment that runs on for several lines, stacking reasons, context, and history around a fact that fits in one line: a four-line block explaining that a stub sits on PATH, which release introduced the workaround, and what broke before it. Every sentence is true. The length is the tell.
- Why: a person leaves a note, a generator writes a case. Padding a one-line fact into a paragraph, building a "because X, so Y, and therefore Z" chain, or citing the issue number and the version that fixed it are the same flourish as any other AI pattern, and they bury the one line that matters under the ones that do not.
- Fix: cut to the constraint alone: one line, two at most, never three. Keep the platform trap, the silent failure, the protocol rule, the performance cost. Drop the issue number, the version history, and the reasoning chain.
Line-by-Line Narration
- Tell: a comment on every trivial statement, narrating each line as it is written:
// Initialize count, then// Loop items, then// Get item, then// Increment, then// Return result. - Why: when every line is commented, none of the comments matter. The reader has to check each one to find the one that carries meaning.
- Fix: write one concise comment per logical block instead of one per line. If the block needs no comment, write none.
Stiff or Loud Wording
- Tell: comments that sound formal, long, or shout: "This function is responsible for validating whether the supplied credentials are valid before continuing with the authentication process", or
// MAIN LOGICin caps. - Why: formal and loud wording reads as generated, not as an engineer leaving a note for the next person.
- Fix: write short, sentence-case lines in a natural developer voice:
// Validate credentials before issuing a token.Good comments explain why, not what, and they stay short.
Not a Ban (preserve these)
Never remove comments that explain:
- business logic and intent
- architectural decisions
- security considerations
- performance trade-offs
- concurrency behavior
- protocol details
- API contracts
- workarounds
- edge cases and assumptions
- licensing and legal notices
Example that must stay:
// Stripe may retry webhook deliveries for up to three days.
// Ignore duplicate events using the event ID.A comment earns its place when it explains something the code does not already show: the reason, the constraint, the non-obvious behavior.
Earning a place says what may stay, never how long it may run. A workaround note is one line about the workaround, not a paragraph about it. The example above is two lines because two facts are real, not because two lines is a target. This list is the most common reason a comment survives a review it should not: the content is legitimately valuable, so the length goes unexamined. Value is not length.
Code Comment Checklist
Run these alongside the core Delivery Gate when the task touches comments. All answers must be yes:
- Does every comment add information the code does not already show? (R-31)
- Do the comments avoid decorative separators, ALL CAPS banners, and box-drawn headers?
- Do the comments avoid restating the obvious line, declaration, or signature?
- Do the comments avoid step-by-step workflow narration?
- Do the comments avoid empty labels and vague TODOs that name no task?
- Do the comments avoid decorative emoji and end markers?
- Is the comment density one per logical block, not one per line?
- Is every comment one line, or two only when the second carries a new fact?
- Do the remaining comments read short, natural, and in sentence case?
- Is the scope guardrail held: only comments changed, the code untouched?
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
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- It didn't
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.
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