Web Interface Guidelines Reviewer
vercel-labs/openreview
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my…
Recognize when closure is the wrong choice — when the perceptual completion work it asks of the user is too costly, ambiguous, or risky.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill closure-completion-cost -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins closure-completion-cost --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost .claude/skills/closure-completion-cost && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "closure-completion-cost" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost into .claude/skills/closure-completion-cost/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "closure-completion-cost", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-costType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill closure-completion-cost -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins closure-completion-cost --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost .agents/skills/closure-completion-cost && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "closure-completion-cost" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost into .agents/skills/closure-completion-cost/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "closure-completion-cost", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill closure-completion-cost -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins closure-completion-cost --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost .cursor/skills/closure-completion-cost && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "closure-completion-cost" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost into .cursor/skills/closure-completion-cost/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "closure-completion-cost", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/hashgraph-online/awesome-codex-plugins.git --path plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill closure-completion-cost -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins closure-completion-cost --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost .gemini/skills/closure-completion-cost && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "closure-completion-cost" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost into .gemini/skills/closure-completion-cost/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "closure-completion-cost", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install hashgraph-online/awesome-codex-plugins closure-completion-costInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add hashgraph-online/awesome-codex-plugins --skill closure-completion-cost -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost .github/skills/closure-completion-cost && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "closure-completion-cost" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost into .github/skills/closure-completion-cost/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "closure-completion-cost", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill closure-completion-cost -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins closure-completion-cost --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost .opencode/skills/closure-completion-cost && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "closure-completion-cost" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost into .opencode/skills/closure-completion-cost/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "closure-completion-cost", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
closure-completion-costRecognize when closure is the wrong choice — when the perceptual completion work it asks of the user is too costly, ambiguous, or risky.
Closure Completion Cost is an agent skill from hashgraph-online/awesome-codex-plugins. Recognize when closure is the wrong choice — when the perceptual completion work it asks of the user is too costly, ambiguous, or risky. Use when designing for accessibility audiences, novice users, high-stakes interfaces (medical, financial, safety), small rendering sizes that strain perception, or any context where the user shouldn't have to do completion work to understand the form. The skill is judging when explicit forms serve the user better than suggested ones, even at the cost of visual elegance.
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/explicit-vs-implicit.md`).
It sits in Frontend & Design, covering Accessibility. The repository describes itself as: A curated list of awesome OpenAI Codex / ChatGPT plugins, skills, and resources. The 1 Codex Marketplace. See live plugins at: https://hol.org/plugins/best-codex-plugins. The licence is Apache-2.0.
Read from SKILL.md and the folder at commit 9e7b281. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Closure Completion Cost loads about 2.1k tokens when it runs, and up to ~3.7k if it reads all its reference files. Until then it costs about 133 tokens; SKILL.md has 1,136 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from hashgraph-online/awesome-codex-plugins at commit 9e7b281, republished under its Apache-2.0 licence (© hashgraph-online). 1,136 words, ~2,116 tokens.
.claude/skills/closure-completion-cost/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Closure is a powerful tool for visual economy and elegance, but it asks the user to do perceptual work — to complete the form. In some contexts, that work is too costly, too risky, or simply not available to the user. The skill is recognizing those contexts and committing to explicit forms instead.
The decision is rarely "closure or not"; it's "how much closure is appropriate for this audience and this stakes." The same designer who reduces a logo to elegant minimalism may reasonably choose explicit, fully-drawn shapes for a critical-action button.
Accessibility audiences. Users with vision differences may have less ability to perceive subtle visual cues. A form suggested through partial outlines or negative space may not be perceivable at all. Provide explicit forms or text alternatives.
Novice users. First-time users haven't built up the visual vocabulary that closure depends on. A minimal icon that an expert recognizes instantly may be opaque to a novice. Pair minimal icons with labels until familiarity builds.
Small rendering sizes. Below ~24px, many forms lose enough visual information that closure stops working. The brain can't recover what isn't there. Either make the form larger or commit to explicit visual structure.
High-stakes contexts. A "delete" action that depends on closure to be recognized is a delete action that gets accidentally triggered. Critical operations need unambiguous forms.
International or cross-cultural audiences. Closure depends on familiarity with the implied form. A form familiar in one culture may be unfamiliar in another.
Critical-information displays. A medical-monitoring readout, a flight-instrument display, a financial-trading dashboard — situations where misreading has real consequences. Explicit visual structure reduces error rates.
Users misinterpret minimal icons. They click the wrong icon because the suggested form was ambiguous.
Users ask "what does this do?" about unlabeled controls. The closure was too aggressive for their familiarity level.
Accessibility audits flag missing visual structure. Screen readers, low-vision users, or color-blind users can't perceive the implied forms.
Customer support questions about what controls do. A consistent pattern of confusion about specific elements suggests they need more explicit form.
Misclick rates higher than expected. Users hitting the wrong button or icon, suggesting the visual differentiation isn't strong enough.
The fix is usually one of:
Add explicit form to critical elements. Reserve minimal/closure-based design for low-stakes, frequently-used items. Make critical actions explicit.
Pair minimal icons with labels. Even a familiar minimal icon benefits from a label for users who haven't built familiarity.
Test rendering at all sizes. Verify that minimal forms still work at the smallest sizes they'll be used at. Increase the form's complexity if needed for small rendering.
Provide alternatives for accessibility. Explicit forms in high-contrast modes; text alternatives for screen readers; user-configurable visual options.
Be explicit in high-stakes contexts. Medical, financial, safety-critical contexts deserve unambiguous design even at the cost of elegance.
A productivity tool uses a minimal icon set: 1.5px stroke outlines, no labels. Power users find the icons clean and elegant. New users open the app, see a row of similar-looking icons, and don't know what any of them do.
The fix: pair icons with labels (at least in primary navigation). Power users are mildly inconvenienced by the labels; novices can actually use the product. The trade-off favors the larger novice audience.
A trading app uses a clean, minimal design. The "buy" and "sell" buttons are small, with subtle color differentiation. Users occasionally hit the wrong button when stressed.
The fix: make the buy and sell buttons explicit and visually distinct. The buttons are larger, in clearly different colors, with explicit labels. The visual elegance decreases; the error rate decreases more.
In high-stakes contexts, explicit design serves the user even when it costs visual elegance.
A patient-monitoring display uses subtle visual hierarchy: heart rate slightly larger than respiration, vitals on a slightly tinted background. In the calm of design review, the hierarchy is clear. In the chaos of a real medical emergency, clinicians can't quickly read the values.
The fix: make critical values (the ones clinicians need to see first) much more visually prominent. Larger text, bolder weight, distinct color. The hierarchy should be unmistakable, not subtly suggested.
In life-critical contexts, error from misperception is unacceptable. Explicit design is the right choice.
A startup designs a logo that's elegant at large sizes (closure-based, with negative-space play) but disintegrates at favicon size (16x16). The favicon reads as just a blob.
The fix: design two versions of the logo — a full version for large rendering and a simplified version for small. The simplified version commits to explicit forms; the full version exploits closure.
This is the "logo as a system" approach. Different rendering contexts need different forms.
A dashboard's cards have very subtle differentiation (slight background tint, no borders). Users can't tell where one card ends and another begins. They think the entire dashboard is one big section.
The fix: increase the visual cue for containment. A subtle border, a slightly more visible shadow, or more spacing between cards. The closure is still operating but with stronger cues to support it.
Even in high-stakes or accessibility contexts, closure can sometimes be the right call:
Closure with redundant explicit cue. A minimal icon paired with a clear label. The closure provides quick scan; the label supports recognition.
Closure as primary visual language with explicit overrides. A minimalist design overall, but with explicit visual treatment for critical actions and high-stakes elements.
Closure for repeated use patterns. Frequent users build the perceptual familiarity that closure depends on. Designs aimed at heavy users can rely on closure more than designs for first-time users.
The skill is calibration, not avoidance. Closure isn't bad in any context; it's costly in some contexts.
Before relying on closure, ask: What's my audience's familiarity with the form? Less familiar = more explicit. What's the stakes of misperception? Higher stakes = more explicit. What rendering sizes will the form appear at? Smaller = more explicit. Are accessibility audiences served by the implied form? If not, provide alternatives. Have I tested with users who don't share my visual sophistication? Designers consistently overestimate how much closure their users can do.
closure — parent principle on perceptual completion.closure-implied-shapes — sibling skill on designing for closure.accessibility — closure interacts heavily with accessibility considerations.signal-to-noise — closure reduces noise; sometimes the noise was actually serving users.mental-model — closure depends on the user having the form's template in their mental model.references/explicit-vs-implicit.md — guidance on choosing between explicit and implicit form for different contexts.© hashgraph-online, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost of hashgraph-online/awesome-codex-plugins.
Open the folder on GitHubat commit 9e7b281
Closure Completion Cost next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Closure Completion Cost this skillhashgraph-online/awesome-codex-plugins | 1.3k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Web Interface Guidelines Reviewervercel-labs/openreview | 1.7k | 97 repos | ~308 | Automated safety check: Pass | None | |
| Accessibility Reviewmarkmead/hyperui | 12k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Web Animation DesignbaptisteArno/typebot.io | 11k | 2 repos | ~2.7k | Automated safety check: Pass | Custom licence | |
| Accessibility Fixeribelick/ui-skills | 9.5k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Wcag Audit PatternsvmDeshpande/ai-agent-automation | 178 | 11 repos | ~610 | Automated safety check: Pass | Apache-2.0 |
vercel-labs/openreview
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my…
markmead/hyperui
Run a WCAG 2.1 AA accessibility audit on a design or page. An agent skill from markmead/hyperui.
baptisteArno/typebot.io
Guides easing, timing and animation choices for UI motion, based on a web animation course, and reviews existing animations in a before-and-after table.
ibelick/ui-skills
Audits and fixes HTML accessibility problems such as ARIA labels, keyboard navigation, focus management, contrast and form errors with minimal changes.
vmDeshpande/ai-agent-automation
Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance.
ibelick/ui-skills
Applies a fixed set of UI rules for stack, components, interaction, animation, typography and layout, or reviews a file against them with concrete fixes.
hashgraph-online/awesome-codex-plugins
Create original anime-style reaction stickers as looping GIFs and MP4 previews, using generated character pose sheets and timed key poses.
hashgraph-online/awesome-codex-plugins
Manage and query Calibre libraries with the calibredb CLI (local paths or Calibre Content server URLs).
hashgraph-online/awesome-codex-plugins
A skill your agent uses when adding, changing, testing, or debugging Rust HTTP APIs and services, especially when Codex needs black-box integration tests, random-port app startup, real database test…
hashgraph-online/awesome-codex-plugins
Make a studio's game look like something at build time — a cover from a real frame of the game (free), painted covers, backdrops, textures and character plates from image models through the…
hashgraph-online/awesome-codex-plugins
Use CALL-E from Codex through the calle CLI. An agent skill from hashgraph-online/awesome-codex-plugins.
hashgraph-online/awesome-codex-plugins
Balance game difficulty, resources, rewards, probability, progression, economies, and dominant strategies.
Categories
Recognize when closure is the wrong choice — when the perceptual completion work it asks of the user is too costly, ambiguous, or risky. Closure Completion Cost is an agent skill from hashgraph-online/awesome-codex-plugins. Recognize when closure is the wrong choice — when the perceptual completion work it asks of the user is too costly, ambiguous, or risky.
Closure Completion Cost fits situations like: designing for accessibility audiences; high-stakes interfaces (medical; small rendering sizes that strain perception; any context where the user shouldnt have to do completion work to understand the form.
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill closure-completion-cost -a claude-code`. Or copy the skill folder (plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost in hashgraph-online/awesome-codex-plugins) into .claude/skills/closure-completion-cost in your project. Claude Code loads it when a task matches its description.
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill closure-completion-cost -a codex`. Or copy the skill folder (plugins/HDeibler/universal-design-principles/plugins/perception-and-hierarchy-principles/skills/closure-completion-cost in hashgraph-online/awesome-codex-plugins) into .agents/skills/closure-completion-cost in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add hashgraph-online/awesome-codex-plugins --skill closure-completion-cost -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/closure-completion-cost, .gemini/skills/closure-completion-cost, .github/skills/closure-completion-cost and .opencode/skills/closure-completion-cost in your project.
SKILL.md names no scripts, command-line tools or credentials: Closure Completion Cost is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Closure Completion Cost is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.1k tokens (SKILL.md is roughly 8.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.5k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Closure Completion Cost: Web Interface Guidelines Reviewer (vercel-labs/openreview, 1.7k stars), Accessibility Review (markmead/hyperui, 12k stars), Web Animation Design (baptisteArno/typebot.io, 11k stars) and Accessibility Fixer (ibelick/ui-skills, 9.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
hashgraph-online (a GitHub organization) maintains it in hashgraph-online/awesome-codex-plugins, which has 1,255 GitHub stars. The repository holds 714 skills in this directory. The repository was last updated on October 9, 2026.
Source: hashgraph-online/awesome-codex-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.