Anti-slop design taste for AI coding agents: art directions, section code, 0-100 page critic.
Déduit des transports déclarés par cette annonce (streamable-http). Un client absent de cette liste n’est pas écarté pour autant — c’est simplement quelque chose que Forge ne peut pas confirmer.
La vérification confirme l’identité de l’éditeur (la propriété du dépôt), pas la sûreté du code. L’analyse de sécurité couvre les CVE connues et les scripts d’installation suspects.
Lu depuis un véritable échange MCP initialize → tools/list contre l’endpoint déclaré. Aucun outil n’a été invoqué — tools/list est l’appel d’introspection en lecture seule que le protocole prévoit pour cela. Cela reflète ce que le serveur annonçait à cet instant ; un endpoint hébergé n’est figé sur aucune version et peut changer sans préavis.
https://standoutmcp.io/api/mcp30 outils · 1195 msget_design_directionGet a complete, distinctive, reference-backed art direction for a website: palette with exact hex roles, type pairing, layout DNA, hero spec, component treatments, imagery rules, matched motion recipes, and public-product reference evidence. Use FIRST, before building, so the site has a coherent di…Get a complete, distinctive, reference-backed art direction for a website: palette with exact hex roles, type pairing, layout DNA, hero spec, component treatments, imagery rules, matched motion recipes, and public-product reference evidence. Use FIRST, before building, so the site has a coherent di…
| Paramètre | Type | Description |
|---|---|---|
| business | string | What the business is, e.g. 'dive shop in Fiji running charters'. If omitted, the response returns a few quick intake questions to ask the user instead of error… |
| industry | string | Industry, e.g. restaurant, law firm, saas, gym |
| vibe | string | Desired feel, e.g. premium, playful, technical, warm |
| audience | string | Who the site must convince |
| tone | string | Base palette tone. Pass when the client asks for a light or dark site; matching stays inside that pool (9 light / 5 dark directions) |
| boldness | string | How adventurous the signature concept should be: safe (conservative/trust-first businesses like clinics, accountants, law firms), elevated (default), bold, or… |
| current_site_url | string | The business's EXISTING website URL, for redesigns. Standout fetches it and returns the content to preserve + the redesign protocol |
list_directionsBrowse the full 'pick a vibe' menu: all 14 named art directions (9 light-base, 5 dark-base) with their taglines, vibe tags, and what each is best for. Use when the user wants to SEE the available directions and choose one themselves, rather than have get_design_direction auto-pick from the business…Browse the full 'pick a vibe' menu: all 14 named art directions (9 light-base, 5 dark-base) with their taglines, vibe tags, and what each is best for. Use when the user wants to SEE the available directions and choose one themselves, rather than have get_design_direction auto-pick from the business…
| Paramètre | Type | Description |
|---|---|---|
| tone | string | Optionally show only light-base (9) or dark-base (5) directions |
| response_format | string | Return a human-skimmable markdown menu (default) or a structured JSON array |
get_app_themeGet a LOCKED design-token system for application UI (dashboards, admin panels, SaaS tools): every color role contrast-checked, exactly two radii, a five-step type scale, spacing, elevation and motion tokens, plus a Tailwind v4 semantic mapping, the theme's usage law, and the app-UI slop rulebook. T…Get a LOCKED design-token system for application UI (dashboards, admin panels, SaaS tools): every color role contrast-checked, exactly two radii, a five-step type scale, spacing, elevation and motion tokens, plus a Tailwind v4 semantic mapping, the theme's usage law, and the app-UI slop rulebook. T…
| Paramètre | Type | Description |
|---|---|---|
| theme | string | Theme id from the menu, e.g. graphite-ledger, terminal-grade-ui, porcelain-ui. Omit to browse the menu (unmetered). |
| response_format | string | Menu format when browsing: markdown (default) or JSON |
get_component_codeGet FINISHED application-UI components (React + Tailwind, zero dependencies) written against a Standout app theme's semantic tokens: app shell with sidebar/topbar, stat row with mono tabular metrics, data table with layout-matched loading skeletons + instructive empty state + inline retryable error…Get FINISHED application-UI components (React + Tailwind, zero dependencies) written against a Standout app theme's semantic tokens: app shell with sidebar/topbar, stat row with mono tabular metrics, data table with layout-matched loading skeletons + instructive empty state + inline retryable error…
| Paramètre | Type | Description |
|---|---|---|
| component | string | Component id: app-shell, stat-row, data-table, settings-form, or 'all' (default) |
| theme | string | App theme id the components bind to (default graphite-ledger) |
critique_uiDeterministic critique for APPLICATION UI (dashboards, admin panels, SaaS views): runs the app-UI slop rulebook against React/JSX/HTML source (radius chaos, card-in-card, gray-on-gray text, raw palette classes, missing empty/loading/error states, clickable divs, killed focus rings) and, when a Stan…Deterministic critique for APPLICATION UI (dashboards, admin panels, SaaS views): runs the app-UI slop rulebook against React/JSX/HTML source (radius chaos, card-in-card, gray-on-gray text, raw palette classes, missing empty/loading/error states, clickable divs, killed focus rings) and, when a Stan…
| Paramètre | Type | Description |
|---|---|---|
| source* | string | The component or screen source to critique (React/JSX/TSX/HTML/CSS) |
| theme | string | Installed app theme id (e.g. graphite-ledger) to also check token-law conformance |
| view | string | What this view is, e.g. 'invoices table', for context |
critique_designBrutal, specific design critique of an existing page: automatic AI-slop detection (banned gradients, centered-hero defaults, h-screen bugs, cliche copy) plus a prioritized fix list with exact values. When you pass a URL, the response also includes LIVE SCREENSHOTS of the rendered page at phone (390…Brutal, specific design critique of an existing page: automatic AI-slop detection (banned gradients, centered-hero defaults, h-screen bugs, cliche copy) plus a prioritized fix list with exact values. When you pass a URL, the response also includes LIVE SCREENSHOTS of the rendered page at phone (390…
| Paramètre | Type | Description |
|---|---|---|
| url | string | Public URL of the page to critique |
| source | string | Raw HTML/CSS/JSX of the page |
| description | string | Description of the current design if no source available |
| direction | string | Direction pack id the page implements (e.g. ink-and-paper). ALWAYS pass this when the page was built from get_design_direction so the critique respects the des… |
polish_and_proveTHE PRIMARY STANDOUT WORKFLOW. Use this when a user wants an AI-built website made client-ready without choosing individual design tools. First call: pass url (best), source, or business. Standout captures the baseline, scores the real phone and desktop render, chooses a coherent direction, and ret…THE PRIMARY STANDOUT WORKFLOW. Use this when a user wants an AI-built website made client-ready without choosing individual design tools. First call: pass url (best), source, or business. Standout captures the baseline, scores the real phone and desktop render, chooses a coherent direction, and ret…
| Paramètre | Type | Description |
|---|---|---|
| url | string | Original or current public page URL. Best first-call input because it enables live phone and desktop rendering. |
| source | string | Original/current HTML, CSS, JSX, or TSX when the page is not public. |
| after_url | string | Improved public page URL. Supplying this switches the workflow to proof mode and compares before vs after. |
| after_source | string | Improved page source for proof mode when there is no public preview URL. |
| business | string | What the business is and what the page sells. |
| audience | string | Who the page must convince. |
| goal | string | The primary conversion goal. |
| reference | string | Optional approved reference URL or curated reference id. |
| vibe | string | Optional visual steer, e.g. premium, light, editorial, technical. |
| agency_name | string | Optional agency/studio name for the final client proof report. |
make_it_standoutDetailed transformation plan for power users. For the complete inspect, fix, rerender, and client-proof workflow, prefer polish_and_prove. This tool classifies and scores a site, returns exact fix patches, chooses a creative spine and direction, and emits a paste-ready implementation prompt.Detailed transformation plan for power users. For the complete inspect, fix, rerender, and client-proof workflow, prefer polish_and_prove. This tool classifies and scores a site, returns exact fix patches, chooses a creative spine and direction, and emits a paste-ready implementation prompt.
| Paramètre | Type | Description |
|---|---|---|
| url | string | Public URL to audit and improve (best input — enables the live score + screenshots) |
| source | string | Raw HTML/CSS/JSX, when the page is not yet published |
| business | string | What the business is, e.g. 'MCP server that gives AI agents design taste'. Used to classify and build from scratch when no url/source. |
| audience | string | Who the site must convince |
| goal | string | The primary conversion goal, e.g. 'get users to run an audit and connect the MCP' |
| reference | string | A reference site URL or curated reference id whose style to lean toward |
| vibe | string | Desired feel, e.g. premium, technical, warm |
client_reportGenerate a CLIENT-READY design audit report for an agency to send to its client: a Standout Score, what's holding the page back, what to fix and why it matters, a client-safe summary, and the page screenshots — all in plain language with NO internal jargon. Pass url for the current page; optionally…Generate a CLIENT-READY design audit report for an agency to send to its client: a Standout Score, what's holding the page back, what to fix and why it matters, a client-safe summary, and the page screenshots — all in plain language with NO internal jargon. Pass url for the current page; optionally…
| Paramètre | Type | Description |
|---|---|---|
| url | string | The current (before) page URL to audit |
| source | string | Raw HTML/CSS of the current page, if not published |
| after_url | string | The rebuilt (after) page URL, for a before/after comparison |
| after_source | string | Raw HTML/CSS of the rebuilt page, for a before/after comparison |
| business | string | Business name/description for the report header and classification |
| agency_name | string | White-label: your agency/studio name, shown as 'Prepared by X' in the report and on the shareable report page |
get_section_codeFinished, art-directed HTML/CSS page sections for a design direction: nav, hero, offer, image band, story, and footer — composed by a designer, seeded to this business (accent + expression already applied). Use AFTER get_design_direction: assemble the sections and replace only the content (copy + i…Finished, art-directed HTML/CSS page sections for a design direction: nav, hero, offer, image band, story, and footer — composed by a designer, seeded to this business (accent + expression already applied). Use AFTER get_design_direction: assemble the sections and replace only the content (copy + i…
| Paramètre | Type | Description |
|---|---|---|
| business* | string | The business, e.g. 'barbershop in Suva' - seeds the expression so same-direction sites stay distinct |
| direction | string | Direction pack id from get_design_direction (e.g. ink-and-paper, harvest-table, aurora-glass) |
| sections | array | Optional filter: section ids or kinds (nav, hero, offer, imageband, story, footer). Omit for the full set |
| signature_move | string | The signature move id from get_design_direction's Signature Concept (e.g. editorial_dossier, field_report_layout). Pass it so the sections are ORDERED and FRAM… |
get_hero_conceptGet a complete hero section concept: headline + subline copy (no marketing cliches), CTA labels, exact background treatment, and copy-paste ambient motion CSS matched to the design direction.Get a complete hero section concept: headline + subline copy (no marketing cliches), CTA labels, exact background treatment, and copy-paste ambient motion CSS matched to the design direction.
| Paramètre | Type | Description |
|---|---|---|
| business* | string | The business this hero sells |
| direction | string | Direction pack id from get_design_direction (e.g. coastal-film) |
get_asset_packReady-to-paste CSS for a direction: custom properties (palette + fonts), button/card/nav treatments, grain texture, Google Fonts import, and the matched motion recipe list.Ready-to-paste CSS for a direction: custom properties (palette + fonts), button/card/nav treatments, grain texture, Google Fonts import, and the matched motion recipe list.
| Paramètre | Type | Description |
|---|---|---|
| direction | string | Direction pack id (e.g. terminal-grade) |
| query | string | Or describe the business/vibe and the best pack is chosen |
get_showpieceThe tier ABOVE the design directions: finished showpiece skeletons for scene-led, art-directed pages - world hero with environment bleed, VIDEO world hero (looping cinematic clip + liquid-glass chrome + word-by-word blur reveals), type-scene interlock (mega type behind a cutout subject), monochrome…The tier ABOVE the design directions: finished showpiece skeletons for scene-led, art-directed pages - world hero with environment bleed, VIDEO world hero (looping cinematic clip + liquid-glass chrome + word-by-word blur reveals), type-scene interlock (mega type behind a cutout subject), monochrome…
| Paramètre | Type | Description |
|---|---|---|
| technique | string | Skeleton id: world-hero, video-world-hero, type-interlock-hero, monochrome-flood-hero, annotation-scene, ghost-type-band. Omit to browse the menu (unmetered). |
| direction | string | Direction pack id (e.g. coastal-film); fills the skeleton and scene prompts with the pack's hexes |
get_motion_recipesProduction-ready motion for any stack: CSS/vanilla-JS recipes (staggered entrances, scroll reveals, marquees, grain, parallax) PLUS finished shader-grade ambient pieces - WebGL gradient mesh, image ripple displacement, live halftone, velocity-reactive type rail, scroll-scrubbed zoom portal - palett…Production-ready motion for any stack: CSS/vanilla-JS recipes (staggered entrances, scroll reveals, marquees, grain, parallax) PLUS finished shader-grade ambient pieces - WebGL gradient mesh, image ripple displacement, live halftone, velocity-reactive type rail, scroll-scrubbed zoom portal - palett…
| Paramètre | Type | Description |
|---|---|---|
| ids | array | Recipe or piece ids, e.g. ['gradient-mesh-flow','fade-rise-stagger'] |
| query | string | Or describe the desired motion, e.g. 'webgl hero shader' or 'premium dark portfolio hovers' |
| direction | string | Direction pack id (e.g. coastal-film); fills shader piece palettes with the pack's hexes |
get_premium_componentsStandout-original premium primitives: luxury hero backgrounds, Framer-style dials/gauges, shader/glass cards, soft section transitions, proof rails, pricing plates, and headline motion. Returns copy-paste HTML/CSS/vanilla JS snippets with reduced-motion fallbacks. Use when the user asks for premium…Standout-original premium primitives: luxury hero backgrounds, Framer-style dials/gauges, shader/glass cards, soft section transitions, proof rails, pricing plates, and headline motion. Returns copy-paste HTML/CSS/vanilla JS snippets with reduced-motion fallbacks. Use when the user asks for premium…
| Paramètre | Type | Description |
|---|---|---|
| query | string | Desired feel/components, e.g. 'light luxury wavy Framer dials' |
| tone | string | Tone constraint |
| category | string | Site category or type, e.g. saas, church, ecommerce, agency |
| site_type | string | Finer site type, e.g. church, mcp, saas, portfolio |
| direction | string | Standout direction id, e.g. aurora-glass or porcelain-atelier |
| type | string | Optional primitive type filter |
| intensity | string | Motion/visual intensity |
| limit | integer | Number of primitives to return, max 12 |
| response_format | string | Return markdown or structured JSON |
assemble_premium_pageAssemble a coherent premium build kit from Standout-original primitives: type scale, spacing rhythm, hero background, card/surface, dial or metric, section transition, text motion, and proof/pricing. Use before building a luxury/high-end/Framer-like page so the agent has real components instead of…Assemble a coherent premium build kit from Standout-original primitives: type scale, spacing rhythm, hero background, card/surface, dial or metric, section transition, text motion, and proof/pricing. Use before building a luxury/high-end/Framer-like page so the agent has real components instead of…
| Paramètre | Type | Description |
|---|---|---|
| query | string | Full brief, e.g. 'luxury light website with soft wavy hero animation and 3D dials' |
| tone | string | Tone constraint |
| category | string | Site category or type, e.g. saas, church, ecommerce, agency |
| site_type | string | Finer site type, e.g. church, mcp, saas, portfolio |
| direction | string | Standout direction id, e.g. aurora-glass or porcelain-atelier |
| intensity | string | Motion/visual intensity |
| response_format | string | Return markdown or structured JSON |
search_referencesSearch Standout's curated reference library: real public-product style, screen, and component patterns with source URLs, color roles, layout notes, component rules, do/don't constraints, and agent implementation notes. Use before or during a build when you need evidence-backed visual patterns.Search Standout's curated reference library: real public-product style, screen, and component patterns with source URLs, color roles, layout notes, component rules, do/don't constraints, and agent implementation notes. Use before or during a build when you need evidence-backed visual patterns.
| Paramètre | Type | Description |
|---|---|---|
| query | string | Search terms like 'developer tool pricing', 'api key dashboard', 'restaurant booking', or 'dark command center' |
| type | string | Optional reference type filter |
| direction | string | Optional StandOut direction id, e.g. terminal-grade, coastal-film, harvest-table |
| category | string | Optional category filter, e.g. pricing, onboarding, developer tool, restaurant |
| limit | integer | Number of references to return, max 12 |
| response_format | string | Return markdown or structured JSON |
get_referenceGet the full structured payload for one reference: source URL, categories, tags, colors, typography, layout pattern, component rules, imagery, motion, do/don't constraints, and agent implementation notes.Get the full structured payload for one reference: source URL, categories, tags, colors, typography, layout pattern, component rules, imagery, motion, do/don't constraints, and agent implementation notes.
| Paramètre | Type | Description |
|---|---|---|
| reference_id* | string | Reference id from search_references |
| response_format | string | Return markdown or structured JSON |
get_similar_referencesFind references similar to a known reference by shared tags, categories, use cases, and StandOut direction ids. Use after finding one strong reference to broaden the evidence set.Find references similar to a known reference by shared tags, categories, use cases, and StandOut direction ids. Use after finding one strong reference to broaden the evidence set.
| Paramètre | Type | Description |
|---|---|---|
| reference_id* | string | Reference id from search_references |
| limit | integer | Number of similar references to return, max 12 |
| response_format | string | Return markdown or structured JSON |
search_flowsSearch reference-backed user journeys such as API key onboarding, pricing selection, hospitality booking, marketplace search, quickstart activation, and portfolio inquiry. Use when the page is part of a multi-step task, not just a visual screen.Search reference-backed user journeys such as API key onboarding, pricing selection, hospitality booking, marketplace search, quickstart activation, and portfolio inquiry. Use when the page is part of a multi-step task, not just a visual screen.
| Paramètre | Type | Description |
|---|---|---|
| query | string | Search terms like 'api key onboarding', 'pricing', 'booking', 'marketplace', or 'quickstart' |
| direction | string | Optional StandOut direction id |
| category | string | Optional category filter, e.g. onboarding, pricing, booking |
| limit | integer | Number of flows to return, max 12 |
| response_format | string | Return markdown or structured JSON |
get_flowGet the full step-by-step payload for one user journey: problem, steps, user actions, system responses, related direction ids, and agent implementation notes.Get the full step-by-step payload for one user journey: problem, steps, user actions, system responses, related direction ids, and agent implementation notes.
| Paramètre | Type | Description |
|---|---|---|
| flow_id* | string | Flow id from search_flows |
| response_format | string | Return markdown or structured JSON |
synthesize_direction_from_referencesTurn a business brief plus optional reference ids into a reference-backed build direction. Returns the chosen StandOut direction, matching public-product references, relevant flow patterns, a synthesized build plan, implementation lock, and next tool calls. Use when you want the agent to build from…Turn a business brief plus optional reference ids into a reference-backed build direction. Returns the chosen StandOut direction, matching public-product references, relevant flow patterns, a synthesized build plan, implementation lock, and next tool calls. Use when you want the agent to build from…
| Paramètre | Type | Description |
|---|---|---|
| business* | string | What the website/app is for |
| industry | string | Industry or category, e.g. developer tool, restaurant, law firm |
| vibe | string | Desired feel, e.g. premium, technical, warm, playful |
| audience | string | Who the page must convince |
| direction | string | Optional StandOut direction id to force, e.g. terminal-grade |
| query | string | Optional reference search query. Defaults to business/industry/vibe/audience |
| reference_ids | array | Optional exact reference ids from search_references |
| response_format | string | Return markdown or structured JSON |
build_from_referenceReference-first build — 'show me what you like, I'll build it.' Give a reference you LIKE (a public site URL via reference_url, and/or a curated library id via reference_id from search_references) plus what YOU are building, and get back a matching StandOut direction, a reference-backed build plan,…Reference-first build — 'show me what you like, I'll build it.' Give a reference you LIKE (a public site URL via reference_url, and/or a curated library id via reference_id from search_references) plus what YOU are building, and get back a matching StandOut direction, a reference-backed build plan,…
| Paramètre | Type | Description |
|---|---|---|
| business* | string | What YOU are building (not the reference), e.g. 'booking site for a Fiji dive shop' |
| reference_url | string | Public URL of a site whose style you like. Standout reads it server-side for its semantic signal. |
| reference_id | string | Or a curated reference id from search_references to anchor the match on |
| industry | string | Industry or category, e.g. developer tool, restaurant, law firm |
| vibe | string | Desired feel, e.g. premium, technical, warm, playful |
| audience | string | Who the page must convince |
| direction | string | Optional StandOut direction id to force, e.g. terminal-grade |
| response_format | string | Return markdown or structured JSON |
build_from_reference_v2Reference Intelligence Layer — build from a site you like without cloning it. Pass a public reference_url plus what YOU are building and optional favorite_bits such as 'hero animation', 'pricing card', or 'color mood'. Standout captures server-readable HTML/CSS signals, extracts Reference DNA, name…Reference Intelligence Layer — build from a site you like without cloning it. Pass a public reference_url plus what YOU are building and optional favorite_bits such as 'hero animation', 'pricing card', or 'color mood'. Standout captures server-readable HTML/CSS signals, extracts Reference DNA, name…
| Paramètre | Type | Description |
|---|---|---|
| business* | string | What YOU are building (not the reference), e.g. 'Mac app that makes websites and PDFs readable outside' |
| reference_url* | string | Public URL of a site whose style or specific parts you like |
| favorite_bits | array | Specific parts the user likes, e.g. ['hero animation', 'warm colors', 'pricing card']. These become inspiration tokens, not copied components. |
| industry | string | Industry or category, e.g. developer tool, Mac utility, restaurant |
| vibe | string | Desired feel, e.g. premium, technical, warm, playful |
| audience | string | Who the page must convince |
| direction | string | Optional StandOut direction id to force, e.g. terminal-grade |
| response_format | string | Return markdown or structured JSON |
critique_similarityOriginality guardrail — compare a built page/source/description against a reference site and flag shared recognizable fingerprints. Use after build_from_reference_v2, before showing or publishing, to avoid producing a design that is visually too close to the inspiration.Originality guardrail — compare a built page/source/description against a reference site and flag shared recognizable fingerprints. Use after build_from_reference_v2, before showing or publishing, to avoid producing a design that is visually too close to the inspiration.
| Paramètre | Type | Description |
|---|---|---|
| reference_url* | string | Public URL of the reference site the user liked |
| candidate_source | string | Built page HTML/CSS/JSX to compare against the reference |
| candidate_description | string | Plain-language description of the built design if source is unavailable |
| favorite_bits | array | The same favorite bits passed to build_from_reference_v2, if any |
| response_format | string | Return markdown or structured JSON |
get_free_trial_keySelf-provision a free Standout trial key (25 calls, no signup) without leaving the conversation. Call this when no license key is configured or your Standout calls return a license error. Returns the key plus the exact reconnect instructions to hand your user. Free and unmetered; issuance is capped…Self-provision a free Standout trial key (25 calls, no signup) without leaving the conversation. Call this when no license key is configured or your Standout calls return a license error. Returns the key plus the exact reconnect instructions to hand your user. Free and unmetered; issuance is capped…
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unlock_bonus_callsUnlock 10 bonus calls on this trial key, one time only, in exchange for the user's email address. Call this when the trial limit is reached and the USER has chosen the free-bonus option and given you their email in this conversation. NEVER guess, invent, or reuse an email the user did not explicitl…Unlock 10 bonus calls on this trial key, one time only, in exchange for the user's email address. Call this when the trial limit is reached and the USER has chosen the free-bonus option and given you their email in this conversation. NEVER guess, invent, or reuse an email the user did not explicitl…
| Paramètre | Type | Description |
|---|---|---|
| email* | string | The user's email address, exactly as the user gave it in this conversation |
watch_siteWatch a live site's design score (Pro). Standout re-audits the URL about once a day and emails an alert when the design regresses: a drop of more than 5 points, or falling below the 85 client-ready bar. Use it right after shipping a client site so a broken deploy is caught before the client sees it…Watch a live site's design score (Pro). Standout re-audits the URL about once a day and emails an alert when the design regresses: a drop of more than 5 points, or falling below the 85 client-ready bar. Use it right after shipping a client site so a broken deploy is caught before the client sees it…
url : Links to undeclared domain: client-site.com| Paramètre | Type | Description |
|---|---|---|
| url* | string | Full public page address to watch, e.g. https://client-site.com |
| string | Where regression alerts go. Defaults to the email bound to this license. |
unwatch_siteStop watching a site's design score. Pass the same URL that was given to watch_site. Unmetered.Stop watching a site's design score. Pass the same URL that was given to watch_site. Unmetered.
| Paramètre | Type | Description |
|---|---|---|
| url* | string | The watched page address to stop watching |
list_watchesList this license's active site watches with their last known scores and check times. Unmetered.List this license's active site watches with their last known scores and check times. Unmetered.
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Anti-slop design taste for AI coding agents: art directions, section code, 0-100 page critic.
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