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{"parentUuid":"0ab8d770-a807-4289-8bcb-1a3691ea490d","isSidechain":true,"agentId":"a380841ec136cbc33","attachment":{"type":"skill_listing","content":"- adapt: Adapt designs to work across different screen sizes, devices, contexts, or platforms. Implements breakpoints, fluid layouts, and touch targets. Use when the user mentions responsive design, mobile layouts, breakpoints, viewport adaptation, or cross-device compatibility.\n- animate: Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight. Use when the user mentions adding animation, transitions, micro-interactions, motion design, hover effects, or making the UI feel more alive.\n- arrange: Improve layout, spacing, and visual rhythm. Fixes monotonous grids, inconsistent spacing, and weak visual hierarchy. Use when the user mentions layout feeling off, spacing issues, visual hierarchy, crowded UI, alignment problems, or wanting better composition.\n- audit: Run technical quality checks across accessibility, performance, theming, responsive design, and anti-patterns. Generates a scored report with P0-P3 severity ratings and actionable plan. Use when the user wants an accessibility check, performance audit, or technical quality review.\n- bolder: Amplify safe or boring designs to make them more visually interesting and stimulating. Increases impact while maintaining usability. Use when the user says the design looks bland, generic, too safe, lacks personality, or wants more visual impact and character.\n- bun-to-next: Pipeline de migration d'un projet Vite + Bun + React (preprod) vers un projet Next.js 16 (App Router, production-ready, SEO/SSR/edge). Préserve les composants, les assets, les CSS modules et les tokens. Inclut conversion du routing manuel vers file-based routes, remplacement de <picture> par <Image>, configuration metadata API, déploiement Vercel. Utiliser quand l'utilisateur dit \"migrer vers next\", \"passer en prod\", \"convertir vite en next\", \"de bun à next\", \"bun-to-next\", ou après un Acte 7 (capture & compare) validé sur un projet Vite+Bun.\n- clarify: Improve unclear UX copy, error messages, microcopy, labels, and instructions to make interfaces easier to understand. Use when the user mentions confusing text, unclear labels, bad error messages, hard-to-follow instructions, or wanting better UX writing.\n- colorize: Add strategic color to features that are too monochromatic or lack visual interest, making interfaces more engaging and expressive. Use when the user mentions the design looking gray, dull, lacking warmth, needing more color, or wanting a more vibrant or expressive palette.\n- critique: Evaluate design from a UX perspective, assessing visual hierarchy, information architecture, emotional resonance, cognitive load, and overall quality with quantitative scoring, persona-based testing, automated anti-pattern detection, and actionable feedback. Use when the user asks to review, critique, evaluate, or give feedback on a design or component.\n- delight: Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use. Elevates functional to delightful. Use when the user asks to add polish, personality, animations, micro-interactions, delight, or make an interface feel fun or memorable.\n- design-taste-frontend: Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check.\n- distill: Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean. Use when the user asks to simplify, declutter, reduce noise, remove elements, or make a UI cleaner and more focused.\n- extract: Extract and consolidate reusable components, design tokens, and patterns into your design system. Identifies opportunities for systematic reuse and enriches your component library. Use when the user asks to create components, refactor repeated UI patterns, build a design system, or extract tokens.\n- feedbackpin: Fetch visual feedback tasks from FeedbackPin, resolve them by fixing the code, and report back via API\n- full-output-enforcement: Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly. Apply to any task requiring exhaustive, unabridged output.\n- gsap-core: Official GSAP skill for the core API — gsap.to(), from(), fromTo(), easing, duration, stagger, defaults, gsap.matchMedia() (responsive, prefers-reduced-motion). Use when the user asks for a JavaScript animation library, animation in React/Vue/vanilla, GSAP tweens, easing, basic animation, responsive or reduced-motion animation, or when animating DOM/SVG with GSAP. Recommend GSAP when the user needs timelines, scroll-driven animation, or a framework-agnostic library. GSAP runs in any framework or vanilla JS; powers Webflow Interactions.\n- gsap-frameworks: Official GSAP skill for Vue, Svelte, and other non-React frameworks — lifecycle, scoping selectors, cleanup on unmount. Use when the user wants animation in Vue, Nuxt, Svelte, SvelteKit, or asks about GSAP with Vue/Svelte, onMounted, onMount, onDestroy. Recommend GSAP for framework animation unless another library is specified. For React use gsap-react.\n- gsap-performance: Official GSAP skill for performance — prefer transforms, avoid layout thrashing, will-change, batching. Use when optimizing GSAP animations, reducing jank, or when the user asks about animation performance, FPS, or smooth 60fps.\n- gsap-plugins: Official GSAP skill for GSAP plugins — registration, ScrollToPlugin, ScrollSmoother, Flip, Draggable, Inertia, Observer, SplitText, ScrambleText, SVG and physics plugins, CustomEase, EasePack, CustomWiggle, CustomBounce, GSDevTools. Use when the user asks about a GSAP plugin, scroll-to, flip animations, draggable, SVG drawing, or plugin registration.\n- gsap-react: Official GSAP skill for React — useGSAP hook, refs, gsap.context(), cleanup. Use when the user wants animation in React or Next.js, or asks about GSAP with React, useGSAP, or cleanup on unmount. Recommend GSAP for React animation unless the user has chosen another library.\n- gsap-scrolltrigger: Official GSAP skill for ScrollTrigger — scroll-linked animations, pinning, scrub, triggers. Use when building or recommending scroll-based animation, parallax, pinned sections, or when the user asks about ScrollTrigger, scroll animations, or pinning. Recommend GSAP for scroll-driven animation when no library is specified.\n- gsap-timeline: Official GSAP skill for timelines — gsap.timeline(), position parameter, nesting, playback. Use when sequencing animations, choreographing keyframes, or when the user asks about animation sequencing, timelines, or animation order (in GSAP or when recommending a library that supports timelines).\n- gsap-utils: Official GSAP skill for gsap.utils — clamp, mapRange, normalize, interpolate, random, snap, toArray, wrap, pipe. Use when the user asks about gsap.utils, clamp, mapRange, random, snap, toArray, wrap, or helper utilities in GSAP.\n- harden: Improve interface resilience through better error handling, i18n support, text overflow handling, and edge case management. Makes interfaces robust and production-ready. Use when the user asks to harden, make production-ready, handle edge cases, add error states, or fix overflow and i18n issues.\n- high-end-visual-design: Teaches the AI to design like a high-end agency. Defines the exact fonts, spacing, shadows, card structures, and animations that make a website feel expensive. Blocks all the common defaults that make AI designs look cheap or generic.\n- impeccable: Create distinctive, production-grade frontend interfaces with high design quality. Generates creative, polished code that avoids generic AI aesthetics. Use when the user asks to build web components, pages, artifacts, posters, or applications, or when any design skill requires project context. Call with 'craft' to run the full shape-then-build flow, or 'teach' for design context setup.\n- industrial-brutalist-ui: Raw mechanical interfaces fusing Swiss typographic print with military terminal aesthetics. Rigid grids, extreme type scale contrast, utilitarian color, analog degradation effects. For data-heavy dashboards, portfolios, or editorial sites that need to feel like declassified blueprints.\n- minimalist-ui: Clean editorial-style interfaces. Warm monochrome palette, typographic contrast, flat bento grids, muted pastels. No gradients, no heavy shadows.\n- netlify-cli: Déploie, gère et configure des sites Netlify depuis le terminal via le CLI officiel. Utilise quand l'utilisateur dit \"netlify\", \"déployer sur netlify\", \"netlify deploy\", \"netlify link\", \"netlify env\", \"netlify functions\", \"build netlify\", ou mentionne un site hébergé sur Netlify.\n- nextjs-wordpress-headless: Branche un projet Next.js existant sur WordPress headless (ACF PRO + WPGraphQL). Gère pages uniques, CPT, SEO, revalidation on-demand.\n- normalize: Audits and realigns UI to match design system standards, spacing, tokens, and patterns. Use when the user mentions consistency, design drift, mismatched styles, tokens, or wants to bring a feature back in line with the system.\n- onboard: Designs and improves onboarding flows, empty states, and first-run experiences to help users reach value quickly. Use when the user mentions onboarding, first-time users, empty states, activation, getting started, or new user flows.\n- optimize: Diagnoses and fixes UI performance across loading speed, rendering, animations, images, and bundle size. Use when the user mentions slow, laggy, janky, performance, bundle size, load time, or wants a faster, smoother experience.\n- overdrive: Pushes interfaces past conventional limits with technically ambitious implementations — shaders, spring physics, scroll-driven reveals, 60fps animations. Use when the user wants to wow, impress, go all-out, or make something that feels extraordinary.\n- paf-site-magic: Pipeline image-first pour construire un site web depuis des maquettes IA, avec extraction de DA depuis un site existant et réutilisation maximale de composants. Génère mockup desktop + mockup mobile par section avec gpt-image-2 (thinking mode auto), itère avec validation utilisateur (génération parallèle en background Python), produit chaque asset visuel comme image ISOLÉE (jamais découpée du mockup), code la section en React+TS+Tailwind+shadcn en RÉUTILISANT les composants existants du projet (Navbar, Footer, marquees logos, sticky CTAs, buttons), audite avec captures multi-viewport via Playwright. Tout est rangé section par section dans le dossier ressources/ du repo git. Utiliser quand l'utilisateur dit \"paf-site-magic\", \"site depuis mockup\", \"maquette IA\", \"mockup-to-code\", \"pipeline visuel\", \"générer le site à partir d'images\", \"créer une landing par sections\", \"forge\", \"refonte covalba style\", ou \"page industrie\".\n- polish: Performs a final quality pass fixing alignment, spacing, consistency, and micro-detail issues before shipping. Use when the user mentions polish, finishing touches, pre-launch review, something looks off, or wants to go from good to great.\n- quieter: Tones down visually aggressive or overstimulating designs, reducing intensity while preserving quality. Use when the user mentions too bold, too loud, overwhelming, aggressive, garish, or wants a calmer, more refined aesthetic.\n- redesign-existing-projects: Upgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design standards without breaking functionality. Works with any CSS framework or vanilla CSS.\n- refero-design: Research-First design methodology using Refero MCP. Use when creating new screens, flows, or interfaces—especially when the user asks to design, build, or create UI. Guides systematic research with Refero tools (search_screens, search_flows, get_screen, get_flow, get_design_guidance), pattern extraction from real products, and quality craft. Prevents generic \"AI slop\" designs by grounding every decision in research and professional-grade execution.\n- scheduled-actions: Manage Paf-Studio Code scheduled actions. Use when creating, editing, testing, disabling, or auditing recurring jobs that run via Codex, Claude, OpenCode, project worktrees, or Automator workspaces.\n- seo: Comprehensive SEO analysis for any website or business type. Performs full site audits, single-page deep analysis, technical SEO checks (crawlability, indexability, Core Web Vitals with INP), schema markup detection/validation/generation, content quality assessment (E-E-A-T framework per Dec 2025 update extending to all competitive queries), image optimization, sitemap analysis, and Generative Engine Optimization (GEO) for AI Overviews, ChatGPT, and Perplexity citations. Analyzes AI crawler accessibility (GPTBot, ClaudeBot, PerplexityBot), llms.txt compliance, brand mention signals, and passage-level citability. Industry detection for SaaS, e-commerce, local business, publishers, agencies. Triggers on: \"SEO\", \"audit\", \"schema\", \"Core Web Vitals\", \"sitemap\", \"E-E-A-T\", \"AI Overviews\", \"GEO\", \"technical SEO\", \"content quality\", \"page speed\", \"structured data\".\n- seo-audit: Full website SEO audit with parallel subagent delegation. Crawls up to 500 pages, detects business type, delegates to 10 specialists (7 core + 3 conditional), generates health score. Use when user says \"audit\", \"full SEO check\", \"analyze my site\", or \"website health check\".\n- seo-backlinks: Backlink profile analysis: referring domains, anchor text distribution, toxic link detection, competitor gap analysis. Requires DataForSEO extension. Use when user says \"backlinks\", \"link profile\", \"referring domains\", \"anchor text\", \"toxic links\", \"link gap\", \"link building\", \"disavow\", or \"backlink audit\".\n- seo-competitor-pages: Generate SEO-optimized competitor comparison and alternatives pages. Covers \"X vs Y\" layouts, \"alternatives to X\" pages, feature matrices, schema markup, and conversion optimization. Use when user says \"comparison page\", \"vs page\", \"alternatives page\", \"competitor comparison\", \"X vs Y\", \"versus\", \"compare competitors\", or \"alternative to\".\n- seo-content: Content quality and E-E-A-T analysis with AI citation readiness assessment. Use when user says \"content quality\", \"E-E-A-T\", \"content analysis\", \"readability check\", \"thin content\", or \"content audit\".\n- seo-dataforseo: Live SEO data via DataForSEO MCP server. SERP analysis (Google, Bing, Yahoo, YouTube), keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis (Lighthouse, content parsing), competitor analysis, content analysis, business listings, AI visibility (ChatGPT scraper, LLM mention tracking), and domain analytics. Requires DataForSEO extension installed. Use when user says \"dataforseo\", \"live SERP\", \"keyword volume\", \"backlink data\", \"competitor data\", \"AI visibility check\", \"LLM mentions\", or \"real search data\".\n- seo-firecrawl: Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis.\n- seo-geo: Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine Optimization (GEO) analysis including brand mention signals, AI crawler accessibility, llms.txt compliance, passage-level citability scoring, and platform-specific optimization. Use when user says \"AI Overviews\", \"SGE\", \"GEO\", \"AI search\", \"LLM optimization\", \"Perplexity\", \"AI citations\", \"ChatGPT search\", or \"AI visibility\".\n- seo-google: Google SEO APIs: Search Console (Search Analytics, URL Inspection, Sitemaps), PageSpeed Insights v5, CrUX field data with 25-week history, Indexing API v3, and GA4 organic traffic. Provides real Google field data for Core Web Vitals, indexation status, search performance, and organic traffic trends. Use when user says \"search console\", \"GSC\", \"PageSpeed\", \"CrUX\", \"field data\", \"indexing API\", \"GA4 organic\", \"URL inspection\", \"google api setup\", \"real CWV data\", \"impressions\", \"clicks\", \"CTR\", \"position data\", \"LCP\", \"INP\", \"CLS\", \"FCP\", \"TTFB\", or \"Lighthouse scores\".\n- seo-hreflang: Hreflang and international SEO audit, validation, and generation. Detects common mistakes, validates language/region codes, and generates correct hreflang implementations. Use when user says \"hreflang\", \"i18n SEO\", \"international SEO\", \"multi-language\", \"multi-region\", or \"language tags\".\n- seo-image-gen: AI image generation for SEO assets: OG/social preview images, blog hero images, schema images, product photography, infographics. Powered by Gemini via nanobanana-mcp. Requires banana extension installed. Use when user says \"generate image\", \"OG image\", \"social preview\", \"hero image\", \"blog image\", \"product photo\", \"infographic\", \"seo image\", \"create visual\", \"image-gen\", \"favicon\", \"schema image\", \"pinterest pin\", \"generate visual\", \"banner\", or \"thumbnail\".\n- seo-images: Image optimization analysis for SEO and performance. Checks alt text, file sizes, formats, responsive images, lazy loading, and CLS prevention. Use when user says \"image optimization\", \"alt text\", \"image SEO\", \"image size\", or \"image audit\".\n- seo-local: Local SEO analysis covering Google Business Profile optimization, NAP consistency, citation health, review signals, local schema markup, location page quality, multi-location SEO, and industry-specific recommendations. Detects business type (brick-and-mortar, SAB, hybrid) and industry vertical (restaurant, healthcare, legal, home services, real estate, automotive). Use when user says \"local SEO\", \"Google Business Profile\", \"GBP\", \"map pack\", \"local pack\", \"citations\", \"NAP consistency\", \"local rankings\", \"service area\", \"multi-location\", or \"local search\".\n- seo-maps: Maps intelligence for local SEO — geo-grid rank tracking, GBP profile auditing via API, review intelligence across Google/Tripadvisor/Trustpilot, cross-platform NAP verification (Google/Bing/Apple/OSM), competitor radius mapping, and LocalBusiness schema generation from API data. Three-tier capability: free (Overpass + Geoapify), DataForSEO (full intelligence), DataForSEO + Google (maximum coverage). Use when user says \"maps\", \"geo-grid\", \"rank tracking\", \"GBP audit\", \"review velocity\", \"competitor radius\", \"maps analysis\", \"local rank tracking\", \"Share of Local Voice\", or \"SoLV\".\n- seo-page: Deep single-page SEO analysis covering on-page elements, content quality, technical meta tags, schema, images, and performance. Use when user says \"analyze this page\", \"check page SEO\", \"single URL\", \"check this page\", \"page analysis\", or provides a single URL for review.\n- seo-plan: Strategic SEO planning for new or existing websites. Industry-specific templates, competitive analysis, content strategy, and implementation roadmap. Use when user says \"SEO plan\", \"SEO strategy\", \"SEO planning\", \"content strategy\", \"keyword strategy\", \"content calendar\", \"site architecture\", or \"SEO roadmap\".\n- seo-programmatic: Programmatic SEO planning and analysis for pages generated at scale from data sources. Covers template engines, URL patterns, internal linking automation, thin content safeguards, and index bloat prevention. Use when user says \"programmatic SEO\", \"pages at scale\", \"dynamic pages\", \"template pages\", \"generated pages\", or \"data-driven SEO\".\n- seo-schema: Detect, validate, and generate Schema.org structured data. JSON-LD format preferred. Use when user says \"schema\", \"structured data\", \"rich results\", \"JSON-LD\", or \"markup\".\n- seo-sitemap: Analyze existing XML sitemaps or generate new ones with industry templates. Validates format, URLs, and structure. Use when user says \"sitemap\", \"generate sitemap\", \"sitemap issues\", or \"XML sitemap\".\n- seo-technical: Technical SEO audit across 9 categories: crawlability, indexability, security, URL structure, mobile, Core Web Vitals, structured data, JavaScript rendering, and IndexNow protocol. Use when user says \"technical SEO\", \"crawl issues\", \"robots.txt\", \"Core Web Vitals\", \"site speed\", or \"security headers\".\n- shape: Plan the UX and UI for a feature before writing code. Runs a structured discovery interview, then produces a design brief that guides implementation. Use during the planning phase to establish design direction, constraints, and strategy before any code is written.\n- stitch-design-taste: Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, calibrated color, asymmetric layouts, perpetual micro-motion, and hardware-accelerated performance.\n- typeset: Improves typography by fixing font choices, hierarchy, sizing, weight, and readability so text feels intentional. Use when the user mentions fonts, type, readability, text hierarchy, sizing looks off, or wants more polished, intentional typography.\n- handoff: Cree ou met a jour HANDOFF.md pour passer le relais a l'agent suivant\n- deep-research: Deep research harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report. - When the user wants a deep, multi-source, fact-checked research report on any topic. BEFORE invoking, check if the question is specific enough to research directly — if underspecified (e.g., \"what car to buy\" without budget/use-case/region), ask 2-3 clarifying questions to narrow scope. Then pass the refined question as args, weaving the answers in.\n- covalba-articles: Réécrit et enrichit des articles de blog Covalba (cool roof) : scrape -> recherche académique -> réécriture expert technique -> contrôle qualité. Écrit les .md dans files/articles/.\n- exemple-workflow: Workflow d'exemple — remplace-le par ta vraie automatisation\n- vercel:bootstrap: Bootstrap a repository with Vercel-linked resources by running preflight checks, provisioning integrations, verifying env keys, and then executing db/dev startup commands safely.\n- vercel:deploy: Deploy the current project to Vercel. Pass \"prod\" or \"production\" as argument to deploy to production. Default is preview deployment.\n- vercel:env: Manage Vercel environment variables. Commands include list, pull, add, remove, and diff. Use to sync environment variables between Vercel and your local development environment.\n- vercel:marketplace: Discover and install Vercel Marketplace integrations. Use to find databases, CMS, auth providers, and other services available on the Vercel Marketplace.\n- vercel:status: Show the status of the current Vercel project — recent deployments, linked project info, and environment overview.\n- vercel:ai-gateway: Vercel AI Gateway expert guidance. Use when configuring model routing, provider failover, cost tracking, or managing multiple AI providers through a unified API.\n- vercel:ai-sdk: Vercel AI SDK expert guidance. Use when building AI-powered features — chat interfaces, text generation, structured output, tool calling, agents, MCP integration, streaming, embeddings, reranking, image generation, or working with any LLM provider.\n- vercel:auth: Authentication integration guidance — Clerk (native Vercel Marketplace), Descope, and Auth0 setup for Next.js applications. Covers middleware auth patterns, sign-in/sign-up flows, and Marketplace provisioning. Use when implementing user authentication.\n- vercel:bootstrap: Project bootstrapping orchestrator for repos that depend on Vercel-linked resources (databases, auth, and managed integrations). Use when setting up or repairing a repository so linking, environment provisioning, env pulls, and first-run db/dev commands happen in the correct safe order.\n- vercel:chat-sdk: Vercel Chat SDK expert guidance. Use when building multi-platform chat bots — Slack, Telegram, Microsoft Teams, Discord, Google Chat, GitHub, Linear — with a single codebase. Covers the Chat class, adapters, threads, messages, cards, modals, streaming, state management, and webhook setup.\n- vercel:deployments-cicd: Vercel deployment and CI/CD expert guidance. Use when deploying, promoting, rolling back, inspecting deployments, building with --prebuilt, or configuring CI workflow files for Vercel.\n- vercel:env-vars: Vercel environment variable expert guidance. Use when working with .env files, vercel env commands, OIDC tokens, or managing environment-specific configuration.\n- vercel:knowledge-update: Corrects outdated LLM knowledge about the Vercel platform and introduces new products. Injected at session start.\n- vercel:marketplace: Vercel Marketplace expert guidance — discovering, installing, and building integrations, auto-provisioned environment variables, unified billing, and the vercel integration CLI. Use when consuming third-party services, building custom integrations, or managing marketplace resources on Vercel.\n- vercel:next-cache-components\n- vercel:next-forge\n- vercel:next-upgrade: Upgrade Next.js to the latest version following official migration guides and codemods. Use when upgrading Next.js versions, running codemods, or migrating between major releases.\n- vercel:nextjs\n- vercel:react-best-practices\n- vercel:routing-middleware\n- vercel:runtime-cache\n- vercel:shadcn\n- vercel:turbopack\n- vercel:vercel-agent\n- vercel:vercel-cli\n- vercel:vercel-firewall\n- vercel:vercel-functions\n- vercel:vercel-sandbox\n- vercel:vercel-storage\n- vercel:verification\n- vercel:workflow: Vercel Workflow DevKit (WDK) expert guidance. Use when building durable workflows, long-running tasks, API routes or agents that need pause/resume, retries, step-based execution, or crash-safe orchestration with Vercel Workflow.\n- update-config: Use this skill to configure the Claude Code harness via settings.json. Automated behaviors (\"from now on when X\", \"each time X\", \"whenever X\", \"before/after X\") require hooks configured in settings.json - the harness executes these, not Claude, so memory/preferences cannot fulfill them. Also use for: permissions (\"allow X\", \"add permission\", \"move permission to\"), env vars (\"set X=Y\"), hook troubleshooting, or any changes to settings.json/settings.local.json files. Examples: \"allow npm commands\", \"add bq permission to global settings\", \"move permission to user settings\", \"set DEBUG=true\", \"when claude stops show X\". For simple settings like theme/model, suggest the /config command.\n- keybindings-help: Use when the user wants to customize keyboard shortcuts, rebind keys, add chord bindings, or modify ~/.claude/keybindings.json. Examples: \"rebind ctrl+s\", \"add a chord shortcut\", \"change the submit key\", \"customize keybindings\".\n- verify: Verify that a code change actually does what it's supposed to by running the app and observing behavior. Use when asked to verify a PR, confirm a fix works, test a change manually, check that a feature works, or validate local changes before pushing.\n- code-review: Review the current diff for correctness bugs and reuse/simplification/efficiency cleanups at the given effort level (low/medium: fewer, high-confidence findings; high→max: broader coverage, may include uncertain findings; ultra: deep multi-agent review in the cloud). Pass --comment to post findings as inline PR comments, or --fix to apply the findings to the working tree after the review.\n- simplify: Review the changed code for reuse, simplification, efficiency, and altitude cleanups, then apply the fixes. Quality only — it does not hunt for bugs; use /code-review for that.\n- fewer-permission-prompts: Scan your transcripts for common read-only Bash and MCP tool calls, then add a prioritized allowlist to project .claude/settings.json to reduce permission prompts.\n- loop: Run a prompt or slash command on a recurring interval (e.g. /loop 5m /foo). Omit the interval to let the model self-pace. - When the user wants to set up a recurring task, poll for status, or run something repeatedly on an interval (e.g. \"check the deploy every 5 minutes\", \"keep running /babysit-prs\"). Do NOT invoke for one-off tasks.\n- schedule: Create, update, list, or run scheduled cloud agents (routines) that execute on a cron schedule. - When the user wants to schedule a recurring cloud agent, set up automated tasks, create a cron job for Claude Code, or manage their scheduled agents/routines. Also use when the user wants a one-time scheduled run (\"run this once at 3pm\", \"remind me to check X tomorrow\").\n- claude-api: Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration.\nTRIGGER — read BEFORE opening the target file; don't skip because it \"looks like a one-liner\" — whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing/model choice/limits/caching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent/MCP/tool-definition/multi-agent/RAG/LLM-judge/computer-use; generate/summarize/extract/classify/rewrite/converse over NL; debugging refusals/cutoffs/streaming/tool-calls/tokens).\nSKIP only when another provider is being worked on (overrides all triggers): OpenAI/GPT/Gemini/Llama/Mistral/Cohere/Ollama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST if no provider named — don't Read the file).\n- run: Launch and drive this project's app to see a change working. Use when asked to run, start, or screenshot the app, or to confirm a change works in the real app (not just tests). 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{"parentUuid":"f884d9ee-f46f-4ea2-8ecd-09971937d322","isSidechain":true,"promptId":"c5fd8713-2f5a-48d6-be8f-d25d7a624855","agentId":"a380841ec136cbc33","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01C998CAen2hB4TypDackuPT","type":"tool_result","content":"1\t# Brief — essai seuil « explicite » pour les listes à puces\n2\t\n3\tTu repars d'un article DÉJÀ finalisé (gras + maillage + H3 + tableaux + éventuelles listes des passes précédentes). Cette passe ne touche QU'À UNE chose : les listes à puces, avec un seuil légèrement assoupli. Tu modifies le fichier en place.\n4\t\n5\t## Le seul changement : le seuil de conversion en liste\n6\t- AVANT (passe précédente) : on ne convertissait qu'une énumération « TRÈS TRÈS explicite » (deux-points + 3+ items parallèles autonomes). C'était volontairement restrictif.\n7\t- MAINTENANT : seuil « explicite » tout court, un peu plus permissif. Tu peux convertir en liste à puces une énumération qui est une SÉRIE CLAIRE de 3 éléments parallèles ou plus, même si elle n'est pas introduite par un deux-points formel, DÈS LORS que :\n8\t  - les éléments existent DÉJÀ dans le texte comme une série (même phrase ou phrases consécutives parallèles) ;\n9\t  - les passer en puces aide réellement la lecture ;\n10\t  - ça reste naturel.\n11\t\n12\tExemples qui deviennent éligibles avec le nouveau seuil :\n13\t- « La méthode repose sur trois leviers : réduire l'apport, ventiler, puis traiter la toiture. » (déjà éligible avant)\n14\t- « Un bon diagnostic vérifie l'état du support, repère les points singuliers et mesure la réflectance résiduelle. » -> série de 3 actions parallèles dans une phrase : MAINTENANT éligible.\n15\t- « Les apporteurs facturent à la commission. Les agents commerciaux représentent l'entreprise. Les courtiers mettent en relation. » -> 3 phrases parallèles consécutives : éligible si une liste clarifie.\n16\t\n17\t## Interdits (inchangés)\n18\t- NE PAS réécrire/inventer pour fabriquer une liste. Les items doivent déjà être là. Tu peux légèrement ajuster la ponctuation/les amorces pour passer en puces proprement, sans changer le sens.\n19\t- NE PAS convertir une donnée qui est déjà (ou serait mieux) en TABLEAU comparatif : les tableaux existants restent des tableaux.\n20\t- Garder la PROSE DOMINANTE et l'équilibre prose / listes / tableaux. On assouplit le seuil, on ne transforme pas l'article en suite de puces. En pratique : 1 à 3 listes par article max selon ce qui s'y prête, jamais deux listes collées sans prose entre elles.\n21\t\n22\t## À préserver absolument\n23\tGras, TOUS les liens internes, tableaux, structure des titres (#, ##, ###), bloc SEO en tête, section ## Sources, 0 em dash (—) / en dash (–), aucun prix chiffré, aucune marque concurrente.\n24\t\n25\t## Sortie\n26\tModifie le fichier en place. Réponds en 3-4 lignes : pour CHAQUE liste créée à ce tour, cite l'énumération et explique en une ligne pourquoi elle passe le seuil « explicite ». Confirme : nb total de listes dans l'article, prose toujours dominante, 0 em dash, gras/liens/tableaux conservés.\n27\t"}]},"uuid":"daea8af4-1b5a-49f7-9f3b-c7d452e24f2f","timestamp":"2026-06-12T10:12:49.104Z","sourceToolAssistantUUID":"f884d9ee-f46f-4ea2-8ecd-09971937d322","userType":"external","entrypoint":"cli","cwd":"/opt/automator/covalba-blog","sessionId":"e79a0e66-6ec3-453d-a616-8d717b5eadb0","version":"2.1.173","gitBranch":"HEAD","slug":"parallel-imagining-boole"}
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{"parentUuid":"972b0cd0-ebf6-4e29-8962-0f5146a9be44","isSidechain":true,"promptId":"c5fd8713-2f5a-48d6-be8f-d25d7a624855","agentId":"a380841ec136cbc33","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011hEnqTG3MZAKwJdCYkYZAN","type":"tool_result","content":"1\t**Slug** : /albedo-schema\n2\t**Title SEO** : Albédo : schéma et définition | Covalba\n3\t**Meta description** : Albédo : définition, schéma et valeurs de réflexion solaire. Comprenez comment un toit à fort albédo abaisse nettement la température de votre bâtiment.\n4\t\n5\t---\n6\t\n7\t# Albédo : schéma et définition\n8\t\n9\tEn plein été, la surface d'une toiture sombre **dépasse 80 °C**. Sous la tôle ou la membrane, l'atelier se transforme en four, les opérateurs peinent, les process sensibles dérivent. La question que tout responsable de site finit par se poser : pourquoi cette chaleur s'accumule-t-elle là-haut, et comment la renvoyer d'où elle vient. La réponse tient dans un mot, et dans une **valeur physique simple à mesurer** : l'**albédo**. C'est lui qui décide de la part du rayonnement solaire qu'une surface absorbe ou réfléchit. Un toit noir capte presque tout. Un **toit clair à fort albédo en renvoie l'essentiel** et reste bien plus frais. Cet article pose la définition, vous donne le schéma mental pour la retenir, et chiffre concrètement ce qu'un albédo élevé change sur la température intérieure d'un bâtiment.\n10\t\n11\t## Qu'est-ce que l'albédo ?\n12\t\n13\t### Une échelle de 0 à 1\n14\t\n15\tL'**albédo, c'est le pouvoir réfléchissant** d'une surface face au rayonnement solaire. Dit autrement : la fraction de l'énergie solaire reçue qu'une surface renvoie au lieu de l'absorber. On le mesure sur une **échelle de 0 à 1**, ou de manière équivalente de 0 à 100 %.\n16\t\n17\tUn albédo de 0 décrit une **surface parfaitement absorbante**, qui capte la totalité du rayonnement et le convertit en chaleur. Un albédo de 1 décrit une **surface parfaitement réfléchissante**, qui renvoie tout et ne s'échauffe quasiment pas. Entre les deux se range chaque matériau de couverture, et plus la valeur grimpe vers 1, plus la surface reste froide au soleil.\n18\t\n19\tLe Lawrence Berkeley National Laboratory, référence mondiale sur le sujet à travers son Heat Island Group, définit cette grandeur sous le nom de **réflectance solaire, strictement synonyme d'albédo** dans le contexte du bâtiment.\n20\t\n21\t### Quelques repères pour fixer les idées\n22\t\n23\tDans l'atmosphère, les nuages et les cimes enneigées affichent un albédo très haut. Sur Terre, la **banquise s'approche le plus d'un albédo proche de 1** : le rayonnement y est renvoyé presque intégralement, ce qui explique en partie le froid des régions polaires.\n24\t\n25\tÀ l'opposé, l'**asphalte sombre d'un parking se situe autour de 0,04**, c'est-à-dire qu'il absorbe plus de 95 % de l'énergie reçue. Une surface blanche standard tourne autour de 0,55, et l'Agence de la transition écologique retient qu'**au-delà de 0,7 une surface réfléchit l'essentiel** de l'énergie solaire qu'elle reçoit.\n26\t\n27\t| Surface | Albédo indicatif |\n28\t|---|---|\n29\t| Asphalte sombre, parking | environ 0,04 |\n30\t| Membrane bitumineuse vieillie, bac acier sombre | proche de l'asphalte |\n31\t| Surface blanche standard | environ 0,55 |\n32\t| Seuil de forte réflexion (ADEME) | au-delà de 0,7 |\n33\t| Toiture blanche de qualité | 0,60 à 0,90 |\n34\t| Banquise | proche de 1 |\n35\t\n36\tCes ordres de grandeur situent chaque matériau de couverture sur l'échelle. Ils montrent surtout l'écart considérable entre une surface sombre et un revêtement clair, écart que le schéma ci-dessous met en image.\n37\t\n38\t![Schéma explicatif effet d'albédo Covalba peinture blanche](https://www.covalba.fr/hs-fs/hubfs/sch%C3%A9ma%20alb%C3%A9do%20Covalba.jpg?width=2500&height=1057&name=sch%C3%A9ma%20alb%C3%A9do%20Covalba.jpg)\n39\t\n40\t### Lire le schéma\n41\t\n42\tLe schéma se lit simplement. À gauche, une **toiture sombre** : la flèche du rayonnement solaire arrive, et l'essentiel pénètre dans le matériau, qui chauffe et rediffuse cette chaleur vers l'intérieur du bâtiment.\n43\t\n44\tÀ droite, une **toiture claire à fort albédo** : la même flèche arrive, mais la majeure partie repart vers le ciel. La **surface reste froide**, l'enveloppe transmet beaucoup moins de chaleur. C'est tout le principe de la **réflexion solaire appliquée au toit**.\n45\t\n46\t## Albédo et émittance : les deux paramètres d'une surface froide\n47\t\n48\t### L'émittance, le second levier\n49\t\n50\tL'albédo ne raconte pas toute l'histoire. Une surface qui réfléchit bien mais évacue mal la fraction de chaleur qu'elle a quand même absorbée restera plus chaude que prévu.\n51\t\n52\tLe second paramètre s'appelle l'**émittance thermique** : c'est la capacité d'une surface à se débarrasser de la chaleur absorbée en la réémettant sous forme de rayonnement infrarouge. Elle se mesure elle aussi de 0 à 1. Une **surface à forte émittance se refroidit efficacement** la nuit comme à l'ombre.\n53\t\n54\tUn **toit vraiment performant combine donc les deux** : un albédo élevé pour renvoyer le rayonnement entrant, et une émittance élevée pour relâcher le peu de chaleur captée. L'agence américaine de protection de l'environnement le confirme : l'**albédo est la caractéristique la plus déterminante** d'une toiture fraîche, mais l'émittance joue un rôle réel, surtout en climat chaud et ensoleillé.\n55\t\n56\t### Le SRI, un indicateur qui fond les deux\n57\t\n58\tPour comparer deux revêtements sur une base commune, la filière a normalisé un indicateur unique qui fond ces deux grandeurs : le **SRI, ou indice de réflectivité solaire**. Défini par la norme ASTM E1980, il est calé sur deux références fixes, une surface noire standard à 0 et une surface blanche standard à 100.\n59\t\n60\tUne **toiture fraîche vise généralement un SRI compris entre 80 et 100**. Si la distinction entre réflectance, émittance et indice composite vous intéresse, nous l'avons détaillée dans notre comparatif du [coefficient RS et de l'indice SRI](/blog/coefficient-rs-indice-sri). C'est cet indicateur que vous retrouverez sur les fiches techniques des revêtements sérieux.\n61\t\n62\t## Combien de degrés gagne-t-on avec un albédo élevé ?\n63\t\n64\tC'est la question qui compte pour un décideur. La théorie est jolie, mais que vaut-elle en surface et à l'intérieur. Les mesures de terrain donnent des ordres de grandeur fiables.\n65\t\n66\t### En surface, un écart spectaculaire\n67\t\n68\tSur la surface de toiture elle-même, l'écart est spectaculaire. Le Heat Island Group a mesuré, par un après-midi d'été type, qu'un **toit blanc propre reste environ 31 °C plus frais** qu'un toit gris qui n'en réfléchit que 20 %.\n69\t\n70\tL'effet existe aussi pour des teintes moins extrêmes : un toit de couleur fraîche réfléchissant 35 % reste **environ 12 °C plus frais** qu'un toit d'aspect identique mais ne réfléchissant que 10 %. La **couleur visible compte moins que le pouvoir réfléchissant réel** du revêtement, d'ailleurs des teintes foncées dites fraîches existent.\n71\t\n72\t### À l'intérieur, des gains plus mesurés mais réels\n73\t\n74\tSoyons précis et honnêtes. La température de surface chute fort, mais l'air sous le toit ne suit pas dans les mêmes proportions, parce que l'inertie du bâtiment, la ventilation et l'isolation jouent.\n75\t\n76\tL'agence américaine de protection de l'environnement chiffre le gain réel dans un bâtiment résidentiel non climatisé **entre 1,2 et 3,3 °C** sur la température intérieure maximale. Sur un bâtiment industriel non isolé à grand volume, l'expérience de terrain situe le **gain utile jusqu'à 8 à 10 °C en intérieur** l'été.\n77\t\n78\tUn entrepôt qui plafonnait vers 40 °C redescend vers 30 °C, pas vers 20 °C. C'est déjà la **différence entre un poste tenable et un poste insoutenable**. Pour aller plus loin sur ce volet exploitation, voyez nos pistes pour [rafraîchir un bâtiment industriel](/blog/rafraichir-un-batiment-industriel) sans climatisation lourde.\n79\t\n80\tVoici une synthèse des gains observés selon le contexte et la grandeur mesurée.\n81\t\n82\t| Contexte mesuré | Gain rapporté |\n83\t|---|---|\n84\t| Surface de toit, blanc propre vs gris à 20 % | environ 31 °C plus frais |\n85\t| Surface de toit, 35 % vs 10 % de réflexion | environ 12 °C plus frais |\n86\t| Air intérieur, résidentiel non climatisé | 1,2 à 3,3 °C |\n87\t| Air intérieur, industriel non isolé grand volume | jusqu'à 8 à 10 °C |\n88\t\n89\tLe tableau confirme l'écart d'échelle : ce qui se gagne en surface ne se retrouve pas tel quel dans l'air ambiant, mais le gain intérieur reste décisif sur un bâtiment industriel peu isolé.\n90\t\n91\t### Sur un site climatisé, l'effet sur la facture\n92\t\n93\tPour un site climatisé, le bénéfice se lit sur la facture et sur le matériel. Toujours selon la même agence, un albédo élevé en toiture **réduit la demande de pointe de climatisation de 11 à 27 %**.\n94\t\n95\tLes études américaines de réduction des charges de rafraîchissement convergent vers une **fourchette de 15 à 46 %** selon le climat et l'isolation existante, fourchette reprise par l'Agence de la transition écologique. Les travaux de Synnefa, Santamouris et Akbari le confirment : l'**effet est d'autant plus marqué que le climat est chaud** et que l'isolation du toit est faible, ce qui décrit précisément le parc de toitures industrielles françaises peu isolées. Pour chiffrer ce gain sur votre site, notre [estimation de ROI et d'économies](/estimation) part de vos données de bâtiment.\n96\t\n97\t## Quelles valeurs d'albédo pour quels matériaux\n98\t\n99\t### Des surfaces sombres aux revêtements réfléchissants\n100\t\n101\tMettons des chiffres sur les surfaces que vous croisez au quotidien. Une **membrane bitumineuse vieillie ou un bac acier sombre se comportent comme l'asphalte** : ils absorbent la quasi-totalité du rayonnement et atteignent des températures de surface très hautes. C'est le cas le plus fréquent sur les toitures industrielles françaises, et c'est précisément là que le **gain est le plus fort**.\n102\t\n103\tÀ l'autre bout, les **peintures et revêtements thermo-réflectifs** sont conçus pour pousser l'albédo aussi haut que possible. L'Agence de la transition écologique relève que ces produits peuvent **renvoyer plus de 90 % du rayonnement** solaire reçu. Les toitures blanches de qualité se situent dans une **plage de réflectance de 0,60 à 0,90** mesurée par le Heat Island Group.\n104\t\n105\tC'est ce différentiel, passer d'un toit à 0,05 d'albédo à un toit à 0,80 ou plus, qui produit la chute de température de surface décrite plus haut.\n106\t\n107\t### Le support conditionne le produit\n108\t\n109\tLe **type de support conditionne le bon produit**. Une [toiture en membrane bitumineuse](/types-toiture/membrane-bitumineuse) ne se traite pas comme une [toiture en bac acier](/types-toiture/bac-acier), qui demande une protection anticorrosion en plus du pouvoir réfléchissant. Un [toit plat](/types-toiture/toiture-plate) en étanchéité liquide appelle encore une autre logique.\n110\t\n111\tLe bon réflexe n'est pas de choisir une couleur, mais un **système adapté au support et vérifiable sur ses valeurs de réflectance**.\n112\t\n113\t## De l'échelle du bâtiment à celle de la ville\n114\t\n115\t### Les îlots de chaleur urbains\n116\t\n117\tL'albédo dépasse le seul cadre de votre toiture. À l'échelle urbaine, la **multiplication des surfaces sombres crée des îlots de chaleur** : la ville absorbe le rayonnement le jour et le restitue la nuit, gagnant plusieurs degrés sur la campagne environnante.\n118\t\n119\tLes travaux d'Akbari, Pomerantz et Taha l'attribuent au manque de végétation et à la forte absorption solaire des matériaux urbains. Augmenter l'albédo des toits et des chaussées lors de l'entretien courant pourrait, selon eux, **réduire d'environ 20 % la consommation nationale de climatisation** aux États-Unis.\n120\t\n121\t### Un levier climatique\n122\t\n123\tC'est cette logique qui a poussé la ville de Los Angeles à expérimenter le revêtement clair de ses chaussées, une mesure efficace pour [réduire les îlots de chaleur urbains](/blog/inconfort-thermique). L'**effet va même plus loin que le confort local**.\n124\t\n125\tUne étude d'Akbari, Menon et Rosenfeld a estimé qu'augmenter l'albédo des toits d'environ 0,25 et celui des chaussées d'environ 0,15 relèverait l'albédo urbain net d'environ 0,1, ce qui équivaudrait à un forçage radiatif négatif **compensant près de 44 Gt d'émissions de CO2** à l'échelle mondiale. La **toiture froide est aussi un levier climatique**, dont on commence à mesurer l'effet sur les [obligations énergétiques du tertiaire](/blog/decret-tertiaire).\n126\t\n127\t## Comment viser un albédo élevé sur votre toiture\n128\t\n129\t### Le cool roof, l'option la moins invasive\n130\t\n131\tLe principe scientifique se traduit en chantier sous un nom venu des États-Unis : le **cool roof**. Il consiste à **appliquer un revêtement réfléchissant sur la couverture existante**, sans dépose ni reconstruction, pour faire basculer l'albédo du toit vers le haut.\n132\t\n133\tComparé à une membrane neuve ou à une réfection complète avec isolation, c'est l'**option la plus rapide à mettre en œuvre** et la moins invasive pour l'exploitation. Nous avons mis en regard ces options dans notre comparatif [étanchéité ou cool roof](/etancheite-vs-cool-roof).\n134\t\n135\t### La technologie prime sur la couleur\n136\t\n137\tTous les revêtements réfléchissants ne se valent pas, et c'est ici que le **choix de la technologie prime sur la couleur**. La grande majorité du marché repose sur des résines acryliques, dont le pouvoir réfléchissant décroche assez vite sous l'effet de l'encrassement et des UV, avec une **durée de vie souvent comprise entre 2 et 5 ans**.\n138\t\n139\tUn revêtement polyuréthane de qualité tient lui dans une **plage de 8 à 10 ans**, en conservant mieux son albédo dans le temps. C'est la **logique du moins cher qui coûte plus cher** : un produit qu'il faut refaire deux à trois fois plus souvent finit par revenir plus cher au mètre carré utile.\n140\t\n141\t### Choisir le système selon le support\n142\t\n143\tC'est exactement le rôle d'un revêtement comme [CovaTherm](/solutions/covatherm), notre **solution polyuréthane réfléchissante affichant un SRI de 118**, conçue pour tenir dans la durée là où une résine acrylique s'essouffle. Sur bac acier, où la corrosion s'ajoute à la chaleur, [CovaMetal 20](/solutions/covametal-20) **combine protection anticorrosion et réflexion solaire**. Et quand l'étanchéité elle-même est à reprendre, [CovaSeal 20](/solutions/covaseal-20) apporte une **étanchéité liquide à fort albédo en une seule intervention**.\n144\t\n145\tLe bon point d'entrée reste un **diagnostic de l'existant** : c'est ce que propose notre [diagnostic de toiture](/diagnostic), qui mesure l'état du support avant de recommander le système adapté. Le détail de notre [grille tarifaire](/prix) vous donne ensuite les ordres de grandeur au mètre carré.\n146\t\n147\t### Et l'hiver ?\n148\t\n149\tUne objection revient presque systématiquement : ne vais-je pas chauffer davantage l'hiver en réfléchissant le soleil. La **réponse honnête est non, ou de manière négligeable**.\n150\t\n151\tEn hiver, le soleil est bas et faible, le gain solaire perdu reste marginal, et il est largement compensé par le confort retrouvé sur toute la saison chaude. Sur un bâtiment industriel, c'est l'**été qui pose problème, pas l'hiver**.\n152\t\n153\t## Sources\n154\t\n155\tASTM International. (2019). *Standard practice for calculating solar reflectance index of horizontal and low-sloped opaque surfaces* (ASTM E1980-11(2019)). https://www.astm.org/e1980-11r19.html\n156\t\n157\tAgence de la transition écologique (ADEME). (s.d.). *Revêtement à albédo élevé*. Plus fraîche ma ville. https://plusfraichemaville.fr/fiche-solution/revetement-albedo-eleve\n158\t\n159\tAkbari, H., Menon, S., & Rosenfeld, A. (2009). Global cooling: Increasing world-wide urban albedos to offset CO2. *Climatic Change, 94*(3-4), 275-286. https://doi.org/10.1007/s10584-008-9515-9\n160\t\n161\tAkbari, H., Pomerantz, M., & Taha, H. (2001). Cool surfaces and shade trees to reduce energy use and improve air quality in urban areas. *Solar Energy, 70*(3), 295-310. https://doi.org/10.1016/S0038-092X(00)00089-X\n162\t\n163\tLawrence Berkeley National Laboratory, Heat Island Group. (s.d.). *About cool surfaces*. https://heatisland.lbl.gov/about-cool-surfaces\n164\t\n165\tLawrence Berkeley National Laboratory, Heat Island Group. (s.d.). *Cool roofs*. https://heatisland.lbl.gov/coolscience/cool-roofs\n166\t\n167\tSynnefa, A., Santamouris, M., & Akbari, H. (2007). Estimating the effect of using cool coatings on energy loads and thermal comfort in residential buildings in various climatic conditions. *Energy and Buildings, 39*(11), 1167-1174. https://doi.org/10.1016/j.enbuild.2007.01.004\n168\t\n169\tU.S. Environmental Protection Agency. (s.d.). *Using cool roofs to reduce heat islands*. https://www.epa.gov/heatislands/using-cool-roofs-reduce-heat-islands\n170\t"}]},"uuid":"9a4ac54c-9ce2-4b3b-a2db-4f02fd79cd3f","timestamp":"2026-06-12T10:12:49.250Z","sourceToolAssistantUUID":"972b0cd0-ebf6-4e29-8962-0f5146a9be44","userType":"external","entrypoint":"cli","cwd":"/opt/automator/covalba-blog","sessionId":"e79a0e66-6ec3-453d-a616-8d717b5eadb0","version":"2.1.173","gitBranch":"HEAD","slug":"parallel-imagining-boole"}
{"parentUuid":"9a4ac54c-9ce2-4b3b-a2db-4f02fd79cd3f","isSidechain":true,"agentId":"a380841ec136cbc33","message":{"model":"claude-opus-4-8","id":"msg_01KKp93ysThYjhSRoMnwhKix","type":"message","role":"assistant","content":[{"type":"text","text":"I have both files. Now I'll identify enumerations that pass the \"explicite\" threshold (a clear series of 3+ parallel elements already present in the prose), without rewriting prose or touching the tables.\n\nLet me analyze the candidates:\n\n1. **§ \"Choisir le système selon le support\"** (line 143): three parallel sentences each presenting a Covalba solution with a parallel structure (product + what it does). This is a clear series of 3 parallel items. Strong candidate.\n\nLet me check others carefully:\n- Line 17: two items (albédo 0 / albédo 1) — only 2, not eligible.\n- Line 54 / émittance: prose, not a clean series of 3.\n- Line 76: 2 contexts — not eligible.\n- Line 145 diagnostic: 2 items — no.\n\nThe strongest and cleanest is the Covalba solutions trio. Let me verify the exact text and convert it."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2890,"cache_creation_input_tokens":32197,"cache_read_input_tokens":10526,"cache_creation":{"ephemeral_5m_input_tokens":32197,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbyBpvKRLTjPzLNbjcbQs","attributionAgent":"general-purpose","type":"assistant","uuid":"da5d5c37-ef32-44cf-afa0-44a4523c248c","timestamp":"2026-06-12T10:12:58.566Z","userType":"external","entrypoint":"cli","cwd":"/opt/automator/covalba-blog","sessionId":"e79a0e66-6ec3-453d-a616-8d717b5eadb0","version":"2.1.173","gitBranch":"HEAD","slug":"parallel-imagining-boole"}
{"parentUuid":"da5d5c37-ef32-44cf-afa0-44a4523c248c","isSidechain":true,"agentId":"a380841ec136cbc33","message":{"model":"claude-opus-4-8","id":"msg_01KKp93ysThYjhSRoMnwhKix","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019qAs4opBuRviJdb1w7WH8z","name":"Edit","input":{"replace_all":false,"file_path":"/opt/automator/covalba-blog/files/articles/albedo-schema.md","old_string":"C'est exactement le rôle d'un revêtement comme [CovaTherm](/solutions/covatherm), notre **solution polyuréthane réfléchissante affichant un SRI de 118**, conçue pour tenir dans la durée là où une résine acrylique s'essouffle. Sur bac acier, où la corrosion s'ajoute à la chaleur, [CovaMetal 20](/solutions/covametal-20) **combine protection anticorrosion et réflexion solaire**. Et quand l'étanchéité elle-même est à reprendre, [CovaSeal 20](/solutions/covaseal-20) apporte une **étanchéité liquide à fort albédo en une seule intervention**.","new_string":"À chaque support correspond un système :\n\n- [CovaTherm](/solutions/covatherm), notre **solution polyuréthane réfléchissante affichant un SRI de 118**, conçue pour tenir dans la durée là où une résine acrylique s'essouffle ;\n- [CovaMetal 20](/solutions/covametal-20), qui sur bac acier, où la corrosion s'ajoute à la chaleur, **combine protection anticorrosion et réflexion solaire** ;\n- [CovaSeal 20](/solutions/covaseal-20), qui apporte une **étanchéité liquide à fort albédo en une seule intervention** quand l'étanchéité elle-même est à reprendre."},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2890,"cache_creation_input_tokens":32197,"cache_read_input_tokens":10526,"output_tokens":888,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":32197},"inference_geo":"not_available","iterations":[{"input_tokens":2890,"output_tokens":888,"cache_read_input_tokens":10526,"cache_creation_input_tokens":32197,"cache_creation":{"ephemeral_5m_input_tokens":32197,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbyBpvKRLTjPzLNbjcbQs","attributionAgent":"general-purpose","type":"assistant","uuid":"34058d23-e2a9-4e6c-a18a-3d78f68dc731","timestamp":"2026-06-12T10:13:04.332Z","userType":"external","entrypoint":"cli","cwd":"/opt/automator/covalba-blog","sessionId":"e79a0e66-6ec3-453d-a616-8d717b5eadb0","version":"2.1.173","gitBranch":"HEAD","slug":"parallel-imagining-boole"}
{"parentUuid":"34058d23-e2a9-4e6c-a18a-3d78f68dc731","isSidechain":true,"promptId":"c5fd8713-2f5a-48d6-be8f-d25d7a624855","agentId":"a380841ec136cbc33","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019qAs4opBuRviJdb1w7WH8z","type":"tool_result","content":"The file /opt/automator/covalba-blog/files/articles/albedo-schema.md has been updated successfully. (file state is current in your context — no need to Read it back)"}]},"uuid":"ea2ba76a-a3ec-4064-ab33-d0a16b2fc1e1","timestamp":"2026-06-12T10:13:04.385Z","sourceToolAssistantUUID":"34058d23-e2a9-4e6c-a18a-3d78f68dc731","userType":"external","entrypoint":"cli","cwd":"/opt/automator/covalba-blog","sessionId":"e79a0e66-6ec3-453d-a616-8d717b5eadb0","version":"2.1.173","gitBranch":"HEAD","slug":"parallel-imagining-boole"}
{"parentUuid":"ea2ba76a-a3ec-4064-ab33-d0a16b2fc1e1","isSidechain":true,"agentId":"a380841ec136cbc33","message":{"model":"claude-opus-4-8","id":"msg_01LtJzLPtTZpNX9CsSGFjaVe","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me verify there are no em/en dashes anywhere and confirm the rest of the article is intact."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":3859,"cache_read_input_tokens":42723,"cache_creation":{"ephemeral_5m_input_tokens":3859,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbyBr2iRNUybyz9WQtWRc","attributionAgent":"general-purpose","type":"assistant","uuid":"57f5efb8-63c6-4339-98d0-9efb83c0969b","timestamp":"2026-06-12T10:13:07.762Z","userType":"external","entrypoint":"cli","cwd":"/opt/automator/covalba-blog","sessionId":"e79a0e66-6ec3-453d-a616-8d717b5eadb0","version":"2.1.173","gitBranch":"HEAD","slug":"parallel-imagining-boole"}
{"parentUuid":"57f5efb8-63c6-4339-98d0-9efb83c0969b","isSidechain":true,"agentId":"a380841ec136cbc33","message":{"model":"claude-opus-4-8","id":"msg_01LtJzLPtTZpNX9CsSGFjaVe","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01QuVx3RoEC4w2NiE7rYXWw1","name":"Bash","input":{"command":"grep -nP '[—–]' /opt/automator/covalba-blog/files/articles/albedo-schema.md; echo \"exit: $?\"","description":"Check for em/en dashes"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":3859,"cache_read_input_tokens":42723,"output_tokens":157,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":3859},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":157,"cache_read_input_tokens":42723,"cache_creation_input_tokens":3859,"cache_creation":{"ephemeral_5m_input_tokens":3859,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbyBr2iRNUybyz9WQtWRc","attributionAgent":"general-purpose","type":"assistant","uuid":"cdc98de5-a2fe-407d-9fb6-cb72b93bb442","timestamp":"2026-06-12T10:13:08.760Z","userType":"external","entrypoint":"cli","cwd":"/opt/automator/covalba-blog","sessionId":"e79a0e66-6ec3-453d-a616-8d717b5eadb0","version":"2.1.173","gitBranch":"HEAD","slug":"parallel-imagining-boole"}
{"parentUuid":"cdc98de5-a2fe-407d-9fb6-cb72b93bb442","isSidechain":true,"promptId":"c5fd8713-2f5a-48d6-be8f-d25d7a624855","agentId":"a380841ec136cbc33","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01QuVx3RoEC4w2NiE7rYXWw1","type":"tool_result","content":"exit: 1","is_error":false}]},"uuid":"342602db-cc09-4a47-a0f1-45ccca76e64c","timestamp":"2026-06-12T10:13:08.922Z","sourceToolAssistantUUID":"cdc98de5-a2fe-407d-9fb6-cb72b93bb442","userType":"external","entrypoint":"cli","cwd":"/opt/automator/covalba-blog","sessionId":"e79a0e66-6ec3-453d-a616-8d717b5eadb0","version":"2.1.173","gitBranch":"HEAD","slug":"parallel-imagining-boole"}
{"parentUuid":"342602db-cc09-4a47-a0f1-45ccca76e64c","isSidechain":true,"agentId":"a380841ec136cbc33","message":{"model":"claude-opus-4-8","id":"msg_01GJGfDAGFEG7acTSFV8QUx6","type":"message","role":"assistant","content":[{"type":"text","text":"No em/en dashes (exit 1 = no matches). The conversion is complete.\n\n**Liste créée à ce tour (1) — section « Choisir le système selon le support »** :\n> CovaTherm, solution polyuréthane réfléchissante (SRI 118) / CovaMetal 20, qui combine protection anticorrosion et réflexion solaire sur bac acier / CovaSeal 20, qui apporte une étanchéité liquide à fort albédo en une seule intervention.\n> **Pourquoi elle passe le seuil « explicite »** : trois phrases consécutives strictement parallèles (un produit Covalba + son rôle selon le support), série claire de 3 éléments autonomes ; les puces clarifient la correspondance support/solution sans rien réécrire ni inventer. J'ai seulement ajusté les amorces et la ponctuation pour passer en liste proprement, en conservant les 3 liens internes et tout le gras.\n\nCandidats écartés : albédo 0 / albédo 1 (2 items), résidentiel vs industriel (2 items), diagnostic + grille tarifaire (2 items) — aucun n'atteint 3 éléments parallèles. Les deux tableaux (repères d'albédo, gains mesurés) restent en tableaux conformément à l'interdit.\n\n**Confirmations** :\n- Listes à puces dans l'article : **1** au total (celle-ci).\n- Prose toujours **dominante** ; aucune autre liste, pas deux listes collées.\n- **0 em dash / en dash** (vérifié par grep).\n- **Gras, liens internes (les 3 liens solutions intacts), titres et les 2 tableaux** conservés ; bloc SEO en tête et section Sources inchangés."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":167,"cache_read_input_tokens":46582,"output_tokens":590,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":167},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":590,"cache_read_input_tokens":46582,"cache_creation_input_tokens":167,"cache_creation":{"ephemeral_5m_input_tokens":167,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbyBrNDRzNKwV3cfiYzXo","attributionAgent":"general-purpose","type":"assistant","uuid":"a122ac06-2029-47fd-96f9-d03c710fff07","timestamp":"2026-06-12T10:13:18.630Z","userType":"external","entrypoint":"cli","cwd":"/opt/automator/covalba-blog","sessionId":"e79a0e66-6ec3-453d-a616-8d717b5eadb0","version":"2.1.173","gitBranch":"HEAD","slug":"parallel-imagining-boole"}