antislop
Anti-slop filter for AI work: rejects technique without purpose and demands liveliness, for UI, copy and code comments.
Skill by youlianvr
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/youlianvr-antislop
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: design, writing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Python package
Network hosts it talks to 3
codeload.github.com· found in install commandgithub.com· found in codejson.schemastore.org· found in code
Files it touches
~/.claude/skills/antislop
What's inside
- Skill name
antislop- Description
- Anti-slop filter for AI work: rejects technique without purpose and demands liveliness, for UI, copy and code comments. Use whenever generating or editing an interface, a landing page, product copy, headlines or prose, and when auditing existing output for the usual AI tells.
- License
- CC-BY-4.0
- Instructions
- 73 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (25)
- SKILL.md
- marketplace.json · parts/ai-copywriter/.claude-plugin/
- plugin.json · parts/ai-copywriter/.claude-plugin/
- validate.yml · parts/ai-copywriter/.github/workflows/
- AGENTS.md · parts/ai-copywriter/
- LICENSE · parts/ai-copywriter/
- README.md · parts/ai-copywriter/
- SKILL.md · parts/ai-copywriter/
- openai.yaml · parts/ai-copywriter/agents/
- banner.png · parts/ai-copywriter/assets/
- linkedin-virality.md · parts/ai-copywriter/references/
- strategic-blog-template.md · parts/ai-copywriter/references/
- validate-package.py · parts/ai-copywriter/scripts/
- SKILL.md · parts/delivery-gate/
- SKILL.md · parts/liveliness/
- SKILL.md · parts/patterns/
- SKILL.md · parts/rules/
- code.md · references/
- copywriting.md · references/
- layout-mobile.md · references/
- people-and-accessibility.md · references/
- prose-editing.md · references/
- ui.md · references/
- contrast-check.py · scripts/
- contrast-mcp.py · scripts/
SKILL.md (first lines)
# antislop — the filter, not the direction > Home branch in Memora: `root/skill/antislop`. > > Direction comes from `DESIGN.md` or the owner's brand brief; this skill only > rejects slop and raises the liveliness bar. Without direction the result drifts > to default taste — say so instead of inventing a style. ## Choosing a part **Task references** — the practical files, opened by the task at hand: | Task | Reference | |---|---| | Building or editing an interface: colour, layout, components, decoration, motion | `references/ui.md` | | Writing or editing copy: headlines, CTAs, value propositions, tone, product prose | `references/copywriting.md` | | Making a UI work for different eyes, hands and setups: contrast, keyboard, focus, states | `references/people-and-accessibility.md` | | Layouts that must hold up on a phone: breakpoints, scale, grids, overflow, tap targets | `references/layout-mobile.md` | | Code comments: remove generic AI-slop comments, keep the valuable ones, never touch the code | `references/code.md` | | Editing prose in the writer's own voice, or detecting AI-slop patterns in text | `references/prose-editing.md` | **Rule parts** — the law, opened when the task needs it: | Part | What it covers | |---|---| | `parts/rules/` | R-01 to R-38 in three groups: hard gate (absolute), purpose-gate (technique allowed, reason required), quality locks (consistency) | | `parts/patterns/` | The slop patterns to audit for — colour, layout, components, copy, decoration, functionality, identity, accessibility | | `parts/liveliness/` | Three dials, the levers that turn them into visual decisions, how a design read sets them; plus the functional patterns list | | `parts/delivery-gate/` | The mandatory gate before delivery: hard gate, purpose-gate justifications, consistency locks, evidence required | | `parts/ai-copywriter/` | Writing site copy, posts, letters and product prose — the craft side of the same standard | ## Rules - **The filter rejects technique without purpose, not technique itself.** Before any visual choice answer "what does this serve?"; if the only answer is "it looks AI" or "it looks safe", the choice goes or is reworked. - **Done means three things**: every technique passes the purpose test, the result has its own identity, and it actually works (the craftsmanship standard below). - **Ask once, at the start**: does antislop apply during the work or after it is done? Ask in the owner's language and wait — do not start UI work before the answer. - **Forks worth `ask_questions`**: missing brand direction, a request that contradicts the owner's own brand, an accessibility requirement that changes the layout, or a claim that cannot be evidenced (C-5 forbids showing it at all). - **Evidence over claims**: contrast, keyboard and state checks are run with the checkers (`scripts/contrast-check.py`, plus the parts named above); a claim without a run is not a pass. - **Decisions that outlive the task** become Memora nodes under `root/skill/antislop`; the design direction itself belongs in the project's `DESIGN.md`. ## The craftsmanship standard "Not slop" is the floor. A design passes when it meets five preference-agnostic criteria — use them as questions, not recipes: - **C-1 Intentionality** — every visual and copy decision has a reason you can articulate; "it's the AI default" is a red flag. - **C-2 Functional completeness** — every interactive element works, or it does not exist. A button that cannot do anything is a defect, not decoration. - **C-3 Content-driven composition** — every section exists because the product's content needs it, not because every landing page has one. - **C-4 Resilience** — holds up in every state (empty, loading, error), every theme shipped, every breakpoint, and keyboard-only use. - **C-5 Evidence over claims** — anything presented as fact (testimonials, statistics, security claims) is real and verifiable, or it is not shown. ## Related `design` (the craft and the parts that build the interface), `media` (images and assets), `decks` and `documents` (when the slop-prone artifact is a deck or a document rather than a screen).
From youlianvr/oper-share, CC-BY-4.0.
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Presentations and slide decks: HTML decks edited in the browser, markdown-to- slides conversion, Bento decks, themed presets and chart-and-report templates.
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Signals
- Stars
- 14
- Forks
- 4
- Open issues
- 0
- Last commit (this folder)
- Oct 20, 2026 (8 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- CC-BY-4.0
- Repository
- github.com/youlianvr/oper-share
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from youlianvr
- 0.642score
research
youlianvr
Research on the open web, in feeds and in notebooks: pick the method that fits the question — pulse for what people say right now, deep-research for a…
SkillAFreshness: A★ 14Claude Code +9 - 0.642score
reverse-engineering
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Understanding how a compiled, obfuscated, packed or virtualized target works: binaries and firmware, Android APKs and iOS IPAs, .NET and JVM assemblies, WASM…
SkillAFreshness: A★ 14Claude Code +9 - 0.637score
mcp
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Working with MCP (Model Context Protocol) servers in Freebuff Desktop: discovering tools via native search_mcp_tools / call_mcp_tool, bridging stdio servers…
SkillAFreshness: A★ 14Claude Code +9 - 0.637score
vpn
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VPN setup, repair, and verification: GUI client one-button setup (v2RayTun), system-wide stack bootstrap and self-reflection (broken wrappers, RU-zone…
SkillAFreshness: A★ 14Claude Code +9 - 0.637score
browser
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Browser and device automation: pick the right engine (the host's preview panel first, an anti-detect browser over MCP for hard targets, CDP CLI or Playwright…
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decks
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Presentations and slide decks: HTML decks edited in the browser, markdown-to- slides conversion, Bento decks, themed presets and chart-and-report templates.
SkillAFreshness: A★ 14Claude Code +9
Cite this page
antislop skill. Agent Mart. https://agentmart.dev/skills/youlianvr-antislop (last updated 2026-10-24)