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{"parentUuid":"a4e0e839-0ed6-438f-bff5-93656f2c1284","isSidechain":true,"agentId":"a0e653b1135741213","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":"d2ea6e50-1182-4a58-824c-d81e76b6a21f","isSidechain":true,"promptId":"007c9d0d-f36f-4f77-af4b-f426ccc22e42","agentId":"a0e653b1135741213","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01NdtnVQPKGf27KW4fpY2ZpV","type":"tool_result","content":"1\t# Brief — calibrage listes à puces, cran +1 (plus permissif)\n2\t\n3\tOn calibre PROGRESSIVEMENT le seuil de conversion en listes à puces. Tour précédent = seuil « explicite », jugé encore un peu trop timide. Ce tour = un cran PLUS PERMISSIF. Tu repars de l'article actuel (qui a déjà 1-2 listes + gras + maillage + H3 + tableaux) et tu en AJOUTES là où c'est pertinent.\n4\t\n5\t## Seuil de ce tour : on cherche ACTIVEMENT les énumérations convertibles\n6\tConvertis en liste à puces dès qu'il y a une SÉRIE de 3 éléments parallèles ou plus, y compris :\n7\t- une série inline dans UNE seule phrase (« le diagnostic vérifie l'état du support, repère les points singuliers et mesure la réflectance résiduelle ») ;\n8\t- une suite de phrases courtes parallèles (chaque item une phrase) ;\n9\t- des critères, étapes, caractéristiques, gestes, obligations, postes, facteurs énumérés.\n10\tPenche vers la conversion quand ça aide à scanner. On veut SENSIBLEMENT PLUS de listes que le tour précédent (vise typiquement 2 à 4 listes dans l'article si le matériau s'y prête), tout en gardant la prose comme liant.\n11\t\n12\t## RÈGLES FERMES (non négociables)\n13\t1. **JAMAIS deux listes à puces d'affilée.** Entre deux listes il doit toujours y avoir un vrai paragraphe de prose. Si deux énumérations convertibles se suivent sans prose entre elles, n'en convertis qu'UNE (la plus utile) et laisse l'autre en prose.\n14\t2. **Ne réécris pas la prose pour fabriquer une liste.** Les items doivent déjà exister comme série dans le texte. Tu peux ajuster ponctuation/amorce pour passer en puces proprement, sans changer le sens ni inventer d'item.\n15\t3. **Ne touche pas aux tableaux** : une donnée déjà en tableau comparatif reste en tableau.\n16\t4. **La prose reste le liant** : on assouplit, mais l'article ne doit pas devenir une enfilade de puces. Chaque liste est précédée d'une phrase d'amorce et suivie de prose.\n17\t5. Si une énumération se termine par une CHUTE en gras / une conclusion intégrée à la phrase, ne la casse pas en puces (garde-la en prose) sauf si la chute peut rester juste après la liste.\n18\t\n19\t## À préserver\n20\tLes listes déjà créées au tour précédent (garde-les), le gras, TOUS les liens internes, les tableaux, la structure des titres, le bloc SEO, la section ## Sources, 0 em dash (—) / en dash (–), aucun prix chiffré, aucune marque concurrente.\n21\t\n22\t## Sortie\n23\tModifie le fichier en place. Réponds : liste complète des listes à puces de l'article APRÈS ce tour (en distinguant celles déjà là vs ajoutées ce tour), et pour chaque ajout l'énumération + 1 ligne de justification. Confirme explicitement : AUCUNE paire de listes consécutives sans prose entre elles, prose toujours liant, 0 em dash, gras/liens/tableaux conservés.\n24\t"}]},"uuid":"2ba01263-9264-4ea9-9e1d-05a963d08e66","timestamp":"2026-06-12T10:44:33.084Z","sourceToolAssistantUUID":"d2ea6e50-1182-4a58-824c-d81e76b6a21f","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":"586aae00-236d-4e40-9449-abd67348db9c","isSidechain":true,"promptId":"007c9d0d-f36f-4f77-af4b-f426ccc22e42","agentId":"a0e653b1135741213","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01EJZLQojGjmNyRLZEYr2ych","type":"tool_result","content":"1\t**Slug** : /norme-cee\n2\t**Title SEO** : Norme CEE ONU : guide et solutions | Covalba\n3\t**Meta description** : Norme CEE ONU : ce que la réglementation encadre, qui est concerné et comment tenir les températures de conservation sans alourdir la facture de froid.\n4\t\n5\t---\n6\t\n7\t# Normes CEE ONU : ce qu'elles encadrent et comment s'y conformer\n8\t\n9\tPour un grossiste, un distributeur ou un industriel de l'agroalimentaire, la qualité d'un produit ne se joue pas seulement à la production. Elle se joue tout au long de la chaîne, de la récolte ou de l'abattage jusqu'à la mise en rayon, et elle repose sur un socle de règles communes souvent méconnues : **les normes CEE ONU**. Ces normes **encadrent la commercialisation des denrées périssables** à l'échelle européenne et fixent, entre autres, les conditions de conservation des produits. Derrière ces exigences se cache une réalité que tout exploitant connaît : **tenir un produit à la bonne température en continu coûte cher en énergie**, surtout quand l'entrepôt ou la surface de vente surchauffe l'été.\n10\t\n11\tCet article fait le point sur ce que recouvrent réellement les normes CEE ONU, sur les acteurs concernés et sur les obligations qui en découlent. Il aborde ensuite **un levier souvent ignoré** pour maîtriser la consommation liée au froid : agir sur la chaleur qui entre par la toiture, plutôt que de la combattre une fois installée dans le bâtiment. Au passage, nous clarifierons une **confusion fréquente entre deux sigles proches**, la Commission économique pour l'Europe et les [certificats d'économies d'énergie](/blog/certificat-economie-energie).\n12\t\n13\t## Que recouvrent les normes CEE ONU\n14\t\n15\t### Un langage commun pour la commercialisation des denrées\n16\t\n17\tLa Commission économique des Nations unies pour l'Europe, la CEE ONU, **élabore et publie des normes de qualité agricole** destinées à harmoniser la commercialisation des denrées périssables. L'objectif est simple et pragmatique : qu'un acheteur, un vendeur et un contrôleur situés dans des pays différents **parlent le même langage** sur ce qu'est un produit conforme.\n18\t\n19\tCes normes couvrent un large éventail de catégories, des fruits et légumes frais aux fruits secs, en passant par les viandes, les œufs ou encore certaines semences de plants.\n20\t\n21\t### Une fiche normative par produit\n22\t\n23\tChaque produit ou famille de produits dispose de sa propre **fiche normative**. Celle-ci décrit les caractéristiques minimales attendues, le classement par catégorie de qualité, le calibrage, les tolérances admises et les règles de marquage. Loin d'être un texte abstrait, **une norme CEE ONU est un document opérationnel** que les opérateurs consultent au quotidien pour qualifier un lot, trancher un litige commercial ou préparer un contrôle.\n24\t\n25\tCes référentiels sont reconnus et appliqués **bien au-delà du seul territoire français**. Ils servent de base aux **56 États membres de la Commission** et inspirent largement les règles de commercialisation en vigueur dans l'Union européenne.\n26\t\n27\tPour un opérateur qui exporte ou importe, s'appuyer sur ces normes communes **simplifie considérablement les échanges** et réduit le risque de contestation à la frontière ou à la livraison.\n28\t\n29\t### Une logique de qualité partagée par toute la filière\n30\t\n31\tUn point mérite d'être souligné, car il est souvent mal compris. Les normes CEE ONU ne pèsent pas sur un seul maillon de la chaîne : **elles engagent l'ensemble des acteurs**, du producteur au revendeur final. La responsabilité **ne s'arrête pas à la sortie de l'usine**.\n32\t\n33\tEn amont, le producteur ou le conditionneur doit garantir que le lot répond aux critères de la catégorie annoncée. Cela passe par le contrôle du pourcentage de produits abîmés ou déclassés, la vérification du calibre, et pour certaines denrées, des paramètres plus fins comme la teneur en jus d'un agrume ou l'état de maturité d'un fruit.\n34\t\n35\tEn aval, le distributeur et le revendeur doivent préserver cette qualité jusqu'au consommateur. C'est là qu'intervient la maîtrise des conditions de stockage, et notamment de la température, qui conditionne directement la durée de conservation et la salubrité du produit.\n36\t\n37\tCette continuité de responsabilité a une conséquence concrète pour les exploitants situés en aval. **Recevoir un lot conforme ne suffit pas** : encore faut-il le conserver dans des conditions qui n'altèrent pas sa qualité. Un produit irréprochable à la réception, mais stocké dans un entrepôt qui surchauffe, **perd rapidement la conformité que la norme exige**. La gestion thermique du bâtiment devient alors un **enjeu de qualité autant qu'un poste de coût**.\n38\t\n39\t## CEE ONU et certificats d'économies d'énergie : deux sigles à ne pas confondre\n40\t\n41\tLa proximité des sigles entretient **une confusion fréquente** qu'il vaut la peine de lever. Quand on parle de norme CEE dans le secteur du bâtiment et de l'énergie, on évoque le plus souvent les certificats d'économies d'énergie, **un dispositif d'aide financière français**, et non les normes de la Commission économique pour l'Europe.\n42\t\n43\tLes deux n'ont pas le même objet. **Les normes CEE ONU encadrent la qualité** et la commercialisation des denrées. **Les certificats d'économies d'énergie**, eux, constituent un mécanisme réglementaire qui oblige les fournisseurs d'énergie à financer des travaux d'efficacité énergétique chez les particuliers et les professionnels, à travers des fiches d'opérations standardisées.\n44\t\n45\tLe tableau suivant résume ce qui distingue les deux sigles, souvent rapprochés à tort.\n46\t\n47\t| Critère | Normes CEE ONU | Certificats d'économies d'énergie |\n48\t|---|---|---|\n49\t| Émetteur | Commission économique pour l'Europe (ONU) | Dispositif réglementaire français |\n50\t| Objet | Qualité et commercialisation des denrées | Financement de travaux d'efficacité énergétique |\n51\t| Public concerné | Producteurs, distributeurs, revendeurs | Particuliers et professionnels |\n52\t| Forme | Fiches normatives par produit | Fiches d'opérations standardisées |\n53\t\n54\tPour un industriel de l'agroalimentaire, les deux univers se rejoignent pourtant sur un terrain très concret : **réduire l'énergie consommée pour maintenir le froid réglementaire**. Notre page dédiée à la [prime CEE et à la fiche BAT-EN-112](/prime-cee) détaille le cadre de ce financement, distinct des normes de qualité agricole mais directement utile pour qui veut alléger sa facture de froid.\n55\t\n56\t## Pourquoi la conservation au froid pèse autant sur l'exploitation\n57\t\n58\tMaintenir une denrée à la température prescrite par sa norme suppose une **installation frigorifique qui fonctionne en continu**, sans dérive, y compris pendant les pics de chaleur estivaux. Cette exigence a un **coût énergétique élevé**, et ce coût n'est pas constant dans le temps.\n59\t\n60\t### Quand la chaleur monte, le froid coûte plus cher\n61\t\n62\tLe principe physique est facile à comprendre. Un groupe frigorifique prélève la chaleur à l'intérieur de l'enceinte réfrigérée et la rejette à l'extérieur. **Plus l'air ambiant est chaud, plus le groupe doit travailler** pour tenir la consigne.\n63\t\n64\tUn entrepôt ou une surface de vente qui surchauffe l'été **fait donc forcer deux fois ses équipements** : la climatisation du local d'un côté, les groupes froids des chambres et meubles réfrigérés de l'autre, dont le rendement chute mécaniquement quand l'ambiance se réchauffe.\n65\t\n66\t### Un levier d'économie qui n'est pas dans la consigne\n67\t\n68\tLa marge de manœuvre du gestionnaire est ici limitée par la réglementation elle-même. **On ne peut pas relâcher la consigne d'une chambre froide** pour économiser de l'énergie, car cette consigne découle d'une obligation sanitaire intangible. **Le levier d'économie se situe donc ailleurs** : sur l'ambiance thermique du bâtiment et sur la chaleur qui y pénètre. C'est précisément le terrain sur lequel un exploitant dispose d'une réelle capacité d'action. Notre dossier sur la [consommation électrique d'un supermarché](/blog/ameliorer-performance-energetique-supermarche) prolonge cette analyse sur les grandes surfaces alimentaires, et nos repères sur la [température en supermarché](/blog/supermarches-normes-temperature-specifiques) précisent les seuils sanitaires associés à chaque catégorie de denrée.\n69\t\n70\t## Agir sur la toiture pour soulager le froid\n71\t\n72\t### La toiture, première porte d'entrée de la chaleur\n73\t\n74\tSur un bâtiment de plain-pied et de grande emprise, comme l'est un entrepôt logistique ou une plateforme de distribution, la toiture est **la principale voie d'entrée de la chaleur d'été**. À midi par ciel clair, une surface horizontale reçoit **autour de mille watts de rayonnement par mètre carré**.\n75\t\n76\tUne couverture sombre absorbe cette énergie, monte en température et la restitue ensuite vers l'intérieur du local. Le bâtiment se comporte alors comme **un accumulateur de chaleur** qui fait grimper l'ambiance et fait forcer toutes les installations de froid.\n77\t\n78\tLe principe de la solution est tout aussi simple. **Une surface claire et réfléchissante renvoie vers le ciel** la majeure partie du rayonnement solaire au lieu de l'absorber. C'est ce qu'on désigne par l'effet d'[albédo](/blog/albedo-schema), la capacité d'une surface à réfléchir le soleil. **Plus l'albédo d'une toiture est élevé, moins elle chauffe**, et moins elle transmet de chaleur à l'intérieur du bâtiment. C'est le principe du [cool roof](/blog/avantages-et-inconvenients-peintures-reflectives-coolroof), ou toiture réfléchissante.\n79\t\n80\t### Ce que mesurent les études sur les toitures réfléchissantes\n81\t\n82\tLes données disponibles sur le sujet sont **robustes et convergentes**. Les travaux du Heat Island Group du Lawrence Berkeley National Laboratory donnent l'ordre de grandeur sur la surface elle-même. **Une toiture blanche propre réfléchissant 80 pour cent du rayonnement reste environ 31 degrés C plus fraîche** qu'une toiture grise n'en réfléchissant que 20 pour cent. Même une teinte claire intermédiaire, réfléchissant 35 pour cent du rayonnement, reste une douzaine de degrés plus fraîche qu'une couverture d'aspect comparable mais peu réflective. Ces chercheurs rappellent les repères d'albédo utiles sur le terrain.\n83\t\n84\t| Type de toiture | Part du rayonnement solaire renvoyée |\n85\t|---|---|\n86\t| Toiture sombre classique | environ 10 pour cent |\n87\t| Toiture grise | environ 20 pour cent |\n88\t| Teinte claire | environ 35 pour cent |\n89\t| Toiture blanche | jusqu'à 80 pour cent |\n90\t\n91\tCes ordres de grandeur montrent l'écart considérable entre une couverture sombre et une couverture claire : à conditions égales, c'est cet écart d'albédo qui détermine la quantité de chaleur transmise à l'intérieur.\n92\t\n93\tL'agence environnementale américaine, l'EPA, quantifie l'effet à l'intérieur du bâtiment. Dans un local climatisé, une toiture réfléchissante peut **réduire la demande de pointe de climatisation de 11 à 27 pour cent**. Dans un local non climatisé, elle peut abaisser la température intérieure maximale de 1,2 à 3,3 degrés C. À l'échelle d'une ville entière, l'EPA estime que le déploiement généralisé de ces toitures pourrait compenser une part notable de la surmortalité liée à la chaleur en période d'[îlot urbain](/blog/ilot-chaleur).\n94\t\n95\tUne étude évaluée par les pairs, publiée par Synnefa, Santamouris et Akbari dans la revue Energy and Buildings, chiffre l'effet sur l'ensemble d'une année. Augmenter la réflectance solaire d'une toiture de 0,65 **réduit la charge annuelle de climatisation** dans une fourchette large selon le climat, pour une hausse très limitée du besoin de chauffage en hiver. Les auteurs soulignent un point décisif pour le terrain : **les gains sont d'autant plus élevés que le climat est chaud et que le bâtiment est peu isolé**, ce qui correspond souvent aux entrepôts et plateformes construits sous toiture légère.\n96\t\n97\tÀ plus grande échelle, les travaux d'Akbari, Menon et Rosenfeld parus dans Climatic Change rappellent que **toitures et chaussées représentent plus de 60 pour cent des surfaces urbaines**, et qu'éclaircir massivement ces surfaces produirait un effet de refroidissement planétaire mesurable.\n98\t\n99\tIl faut rester honnête sur les ordres de grandeur. Personne ne ramène un entrepôt surchauffé à une température d'hiver avec un simple revêtement. Mais **un gain réaliste de plusieurs degrés sous le pic estival**, de l'ordre de 8 à 10 degrés sur la surface de toiture dans les cas les plus favorables, change la donne. Il allège la climatisation du local et, surtout, il **soulage les groupes froids des chambres et meubles réfrigérés**, dont le rendement remonte dès que l'ambiance redescend. Pour approfondir cette mécanique sur les grands volumes, notre guide pour [rafraîchir un bâtiment industriel](/blog/rafraichir-un-batiment-industriel) compare les approches sans détour.\n100\t\n101\t### Comment juger un revêtement réfléchissant\n102\t\n103\t**Deux indicateurs comptent** pour évaluer une toiture réfléchissante. La réflectance solaire mesure la part du rayonnement renvoyée par la surface, tandis que l'émittance thermique mesure son aptitude à évacuer la chaleur déjà emmagasinée. Ces deux grandeurs se combinent dans un indice unique, l'[indice SRI](/blog/coefficient-rs-indice-sri), qui classe la capacité d'une toiture à rester fraîche au soleil. **Plus le SRI est élevé, plus la couverture reste froide** sous le rayonnement.\n104\t\n105\tCes valeurs ne se déclarent pas au hasard. La réflectance solaire d'un matériau de toiture se mesure selon des **méthodes d'essai normalisées**, comme la norme ASTM C1549 qui s'appuie sur un réflectomètre solaire portable. C'est ce type de mesure qui permet de qualifier objectivement un cool roof et de répondre aux exigences des référentiels de bâtiment durable. **Exiger des données mesurées, et non des promesses commerciales**, est le bon réflexe avant tout engagement.\n106\t\n107\t**La durabilité compte autant que la performance initiale.** Une résine acrylique d'entrée de gamme perd sa réflectance en quelques années, s'encrasse et se fissure, ce qui oblige à reprendre l'application plus souvent qu'on ne le voudrait. **Un revêtement polyuréthane réfléchissant conserve ses propriétés** sur une durée nettement plus longue.\n108\t\n109\tC'est la logique du choix qui dure : un produit qu'il faut refaire plusieurs fois **finit par revenir plus cher** qu'un revêtement durable appliqué une seule fois, et il multiplie les interruptions d'exploitation, pénalisantes pour un site qui tourne toute l'année. Selon le support, notre comparatif [étanchéité contre cool roof](/etancheite-vs-cool-roof) aide à arbitrer entre refaire une imperméabilisation vieillissante et intégrer d'emblée une couche réfléchissante.\n110\t\n111\t## Inscrire la démarche dans le cadre réglementaire et financier\n112\t\n113\tRéduire la chaleur entrante par la toiture ne sert pas qu'à protéger la qualité des denrées et à alléger la facture de froid. Cette action s'inscrit aussi dans un cadre réglementaire plus large que beaucoup d'exploitants gagnent à connaître.\n114\t\n115\t### Décret tertiaire et confort d'été\n116\t\n117\tUn entrepôt ou une plateforme de distribution de grande surface est souvent un **bâtiment tertiaire** au sens du [décret tertiaire](/blog/decret-tertiaire), issu du cadre posé par la [loi ELAN](/blog/loi-elan-decret-tertiaire). À ce titre, il est tenu de **réduire progressivement sa consommation d'énergie finale**, avec une déclaration annuelle de ses consommations. Tout ce qui abaisse durablement les besoins de froid et de climatisation s'inscrit directement dans cette **trajectoire de sobriété**.\n118\t\n119\tPar ailleurs, la réglementation thermique RE2020 introduit un indicateur de confort d'été, le degré-heure d'inconfort exprimé en degrés-heures, qui plafonne l'inconfort thermique d'un bâtiment neuf. **Limiter la chaleur entrante par la toiture** contribue directement à respecter ce type de seuil.\n120\t\n121\t### Un financement aligné sur les obligations\n122\t\n123\tSur le plan du financement, le dispositif des [certificats d'économies d'énergie en industrie](/blog/cee-industrie) peut **soutenir les opérations qui réduisent durablement la consommation** d'un bâtiment. S'appuyer sur ce cadre permet d'aligner l'investissement sur les obligations réglementaires plutôt que de le subir, et de **transformer une contrainte en opportunité de pilotage**. La conformité énergétique devient alors le sous-produit naturel d'une démarche d'efficacité bien conduite.\n124\t\n125\tL'enjeu touche aussi aux équipes. Une réserve mal protégée sous une couverture sombre peut **devenir difficilement tenable pour les salariés** pendant un épisode chaud, ce qui rejoint les questions de [température maximale au travail](/blog/temperature-maximale-travail) et d'[inconfort thermique](/blog/inconfort-thermique) que tout employeur doit anticiper. Réduire le rayonnement entrant relève donc aussi de la **prévention des risques**.\n126\t\n127\t## La solution Covalba\n128\t\n129\tSur un site existant, là où la toiture surchauffe et où les groupes froids forcent l'été, **le cool roof est notre cœur de métier**. Un revêtement polyuréthane réfléchissant comme le [CovaTherm](/solutions/covatherm), doté d'un **indice SRI élevé**, renvoie le rayonnement solaire, abaisse la température sous toiture et soulage à la fois la climatisation du local et la sollicitation des chambres et meubles réfrigérés. Sur une couverture en [bac acier](/types-toiture/bac-acier), fréquente sur les entrepôts et plateformes, le [CovaMetal 20](/solutions/covametal-20) **ajoute la protection anticorrosion à la réflectance**. Pour le secteur, notre page dédiée à l'[agroalimentaire](/secteurs/agroalimentaire) précise les enjeux propres aux bâtiments qui hébergent de la chaîne du froid.\n130\t\n131\tL'application se fait **sur la couverture en place, sans dépose ni arrêt prolongé** de l'activité, ce qui convient particulièrement à un site logistique en service continu. Sur un bâtiment fortement sollicité par le froid, une toiture réfléchissante peut contribuer à hauteur d'**environ 10 à 15 pour cent d'économies sur les postes liés au refroidissement**, une brique non négligeable dans une stratégie énergétique d'ensemble.\n132\t\n133\tPour savoir où en est votre toiture et ce qu'un revêtement réfléchissant changerait sur votre site, le plus simple est de demander un [diagnostic de votre toiture](/diagnostic), puis d'objectiver le gain par une [estimation du retour sur investissement](/estimation).\n134\t\n135\tEn reliant le respect intangible des normes de conservation à la maîtrise de la chaleur entrante, une conclusion s'impose : **on ne réduit pas la facture de froid en touchant aux consignes**, mais en empêchant la chaleur d'entrer par le toit.\n136\t\n137\t## Sources\n138\t\n139\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\n140\t\n141\tASTM International. (2022). *C1549-16(2022) Standard test method for determination of solar reflectance near ambient temperature using a portable solar reflectometer*. ASTM International. https://doi.org/10.1520/C1549-16R22\n142\t\n143\tCegibat (GRDF). (s. d.). *Confort d'été durable en RE2020 : l'indicateur degrés-heures (DH)*. GRDF. Consulté le 9 juin 2026, https://cegibat.grdf.fr/reglementation/energetique/confort-ete-durable-re2020-dh\n144\t\n145\tLawrence Berkeley National Laboratory, Heat Island Group. (s. d.). *Cool roofs*. LBNL. Consulté le 9 juin 2026, https://heatisland.lbl.gov/coolscience/cool-roofs\n146\t\n147\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\n148\t\n149\tU.S. Environmental Protection Agency. (s. d.). *Using cool roofs to reduce heat islands*. EPA. Consulté le 9 juin 2026, https://www.epa.gov/heatislands/using-cool-roofs-reduce-heat-islands\n150\t"}]},"uuid":"28b10e4d-1d68-4402-9887-65da3249cfd3","timestamp":"2026-06-12T10:44:33.223Z","sourceToolAssistantUUID":"586aae00-236d-4e40-9449-abd67348db9c","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":"28b10e4d-1d68-4402-9887-65da3249cfd3","isSidechain":true,"agentId":"a0e653b1135741213","message":{"model":"claude-opus-4-8","id":"msg_01FDwMEYP6JbYDt6jJFywo9K","type":"message","role":"assistant","content":[{"type":"text","text":"Now I'll identify the convertible enumerations. Let me analyze the article carefully.\n\nExisting lists: I need to check - the article currently has NO bullet lists (only tables). The brief says it already has 1-2 lists, but I see none. Let me look for convertible enumerations of 3+ parallel elements.\n\nCandidates:\n1. **Line 23**: fiche normative describes \"les caractéristiques minimales attendues, le classement par catégorie de qualité, le calibrage, les tolérances admises et les règles de marquage\" — 5 parallel elements.\n2. **Line 33**: producer controls \"le contrôle du pourcentage de produits abîmés ou déclassés, la vérification du calibre, et pour certaines denrées, des paramètres plus fins comme la teneur en jus...\" — 3 parallel elements.\n3. **Line 19**: categories \"des fruits et légumes frais aux fruits secs, en passant par les viandes, les œufs ou encore certaines semences\" — inline series.\n4. **Line 107**: durability — acrylic resin degradation \"perd sa réflectance, s'encrasse et se fissure\" — 3 elements but short, part of one sentence with conclusion.\n\nLet me pick conversions spread across the article, ensuring no two consecutive lists. I'll convert line 23 (fiche normative), line 33 (producer controls), and one more. Let me check line 23 and 33 - they're in different H3 sections but line 19 and 23 are close. Line 33 is in a later section. Let me also consider line 105 (méthodes) - that's prose, not really a clean series.\n\nI'll do 3 conversions: line 23, line 33, and line 19. But 19 and 23 are adjacent H3 sections (19 in \"Un langage commun\", 23 in \"Une fiche normative\"). They're separated by a heading and prose, so not consecutive lists. Let me verify they don't end up adjacent. Line 19 ends one H3 section, line 23 starts the next. Between them: the H3 heading \"### Une fiche normative par produit\" and the opening sentence. That's prose between them, acceptable.\n\nLet me make the conversions."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2890,"cache_creation_input_tokens":33243,"cache_read_input_tokens":10446,"cache_creation":{"ephemeral_5m_input_tokens":33243,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbyEFGQZU5odCyEkSCT1E","attributionAgent":"general-purpose","type":"assistant","uuid":"b23cc0f7-3806-4b98-acba-2f9478d8708c","timestamp":"2026-06-12T10:44:44.657Z","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":"b23cc0f7-3806-4b98-acba-2f9478d8708c","isSidechain":true,"agentId":"a0e653b1135741213","message":{"model":"claude-opus-4-8","id":"msg_01FDwMEYP6JbYDt6jJFywo9K","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Gy5oCL5Tr9zdRtMsZnMC9p","name":"Edit","input":{"replace_all":false,"file_path":"/opt/automator/covalba-blog/files/articles/norme-cee.md","old_string":"Chaque produit ou famille de produits dispose de sa propre **fiche normative**. Celle-ci décrit les caractéristiques minimales attendues, le classement par catégorie de qualité, le calibrage, les tolérances admises et les règles de marquage. Loin d'être un texte abstrait, **une norme CEE ONU est un document opérationnel** que les opérateurs consultent au quotidien pour qualifier un lot, trancher un litige commercial ou préparer un contrôle.","new_string":"Chaque produit ou famille de produits dispose de sa propre **fiche normative**. Celle-ci décrit plusieurs éléments :\n\n- les caractéristiques minimales attendues ;\n- le classement par catégorie de qualité ;\n- le calibrage ;\n- les tolérances admises ;\n- les règles de marquage.\n\nLoin d'être un texte abstrait, **une norme CEE ONU est un document opérationnel** que les opérateurs consultent au quotidien pour qualifier un lot, trancher un litige commercial ou préparer un contrôle."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2890,"cache_creation_input_tokens":33243,"cache_read_input_tokens":10446,"cache_creation":{"ephemeral_5m_input_tokens":33243,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbyEFGQZU5odCyEkSCT1E","attributionAgent":"general-purpose","type":"assistant","uuid":"dde04feb-f82c-4d3b-8e60-ad00cdf4d334","timestamp":"2026-06-12T10:44:48.530Z","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":"11a45e06-841a-4b4b-b86b-0ce732068f66","isSidechain":true,"agentId":"a0e653b1135741213","message":{"model":"claude-opus-4-8","id":"msg_01Xzpk6QLkrNHS4TKrNeknQV","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017VfiDKpMNyqqGQPgwWSME7","name":"Edit","input":{"replace_all":false,"file_path":"/opt/automator/covalba-blog/files/articles/norme-cee.md","old_string":"En amont, le producteur ou le conditionneur doit garantir que le lot répond aux critères de la catégorie annoncée. Cela passe par le contrôle du pourcentage de produits abîmés ou déclassés, la vérification du calibre, et pour certaines denrées, des paramètres plus fins comme la teneur en jus d'un agrume ou l'état de maturité d'un fruit.","new_string":"En amont, le producteur ou le conditionneur doit garantir que le lot répond aux critères de la catégorie annoncée. Cela passe par plusieurs vérifications :\n\n- le contrôle du pourcentage de produits abîmés ou déclassés ;\n- la vérification du calibre ;\n- pour certaines denrées, des paramètres plus fins comme la teneur en jus d'un agrume ou l'état de maturité d'un fruit."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":4151,"cache_read_input_tokens":43689,"cache_creation":{"ephemeral_5m_input_tokens":4151,"ephemeral_1h_input_tokens":0},"output_tokens":61,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbyEGPq52ovr3mKVi8Pi1","attributionAgent":"general-purpose","type":"assistant","uuid":"8f708a07-90da-447a-b512-82ea46ebfda7","timestamp":"2026-06-12T10:44:54.014Z","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":"7d28a94f-fee5-484b-8554-b3acc1ffedc6","isSidechain":true,"agentId":"a0e653b1135741213","message":{"model":"claude-opus-4-8","id":"msg_013FeHLqHRcYqcjteNwQL8qa","type":"message","role":"assistant","content":[{"type":"text","text":"Now a third list, in a different part of the article to spread them out. Line 103 has \"Deux indicateurs comptent\" - but that's only 2. Let me use the \"Comment juger un revêtement réfléchissant\" section. Actually, a good candidate is the EPA quantification at line 93, but those are mixed measures. \n\nLet me reconsider. A clean series further down: line 99 lists what a realistic gain does. Or line 105's normalized methods. Actually the cleanest remaining 3+ parallel series that exists as prose: none are clean enough without rewriting except the inline categories at line 19. Let me convert that one - it's well-separated from the line 23 list (different H3, prose between).\n\nWait, line 19 and line 23 lists would be in adjacent sections. Between line 19's list and line 23's list there's the H3 heading + \"Chaque produit...\" sentence = prose liant. That's fine. But converting line 19 makes the \"Un langage commun\" section end on a list, and \"Une fiche normative\" starts with prose then a list. Acceptable per rules.\n\nHowever, line 19 is \"des fruits et légumes frais aux fruits secs, en passant par...\" - this is a \"from X to Y via Z\" inline construction, not a clean parallel enumeration. Converting it cleanly requires rewording the \"en passant par\" structure. Let me instead find a better third candidate.\n\nLooking at line 117 (décret tertiaire) and the regulatory section - line 125 lists employer concerns. Let me check the SRI/durability section line 103: \"Deux indicateurs\" = only 2. \n\nThe strongest clean third candidate is actually line 93 EPA effects, but those are distinct contexts (climatisé vs non-climatisé vs ville) - mixing them in a list distorts. I'll keep to 2 high-quality lists rather than force a weak third, but the brief asks to aim for 2-4. Two is within range. Let me add one more clean one: line 64 - the \"deux fois\" forcing is only 2 items.\n\nLet me check line 105 method/objectivity series - not parallel. I'll settle on the inline categories at line 19, converting it cleanly without changing meaning."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":481,"cache_read_input_tokens":47840,"cache_creation":{"ephemeral_5m_input_tokens":481,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbyEGodJEJwWusFLfZmsn","attributionAgent":"general-purpose","type":"assistant","uuid":"2ad2d56a-ea6f-4c5a-8d4e-54797b0cc13f","timestamp":"2026-06-12T10:45:09.072Z","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":"2ad2d56a-ea6f-4c5a-8d4e-54797b0cc13f","isSidechain":true,"agentId":"a0e653b1135741213","message":{"model":"claude-opus-4-8","id":"msg_013FeHLqHRcYqcjteNwQL8qa","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01NXfoVvSX5spnCpNWESocn1","name":"Edit","input":{"replace_all":false,"file_path":"/opt/automator/covalba-blog/files/articles/norme-cee.md","old_string":"Ces normes couvrent un large éventail de catégories, des fruits et légumes frais aux fruits secs, en passant par les viandes, les œufs ou encore certaines semences de plants.","new_string":"Ces normes couvrent un large éventail de catégories :\n\n- les fruits et légumes frais ;\n- les fruits secs ;\n- les viandes ;\n- les œufs ;\n- certaines semences de plants."},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":481,"cache_read_input_tokens":47840,"output_tokens":985,"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":481},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":985,"cache_read_input_tokens":47840,"cache_creation_input_tokens":481,"cache_creation":{"ephemeral_5m_input_tokens":481,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbyEGodJEJwWusFLfZmsn","attributionAgent":"general-purpose","type":"assistant","uuid":"61f3572d-23e9-4a8a-82d8-54bad4179b5c","timestamp":"2026-06-12T10:45:10.982Z","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":"61f3572d-23e9-4a8a-82d8-54bad4179b5c","isSidechain":true,"promptId":"007c9d0d-f36f-4f77-af4b-f426ccc22e42","agentId":"a0e653b1135741213","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01NXfoVvSX5spnCpNWESocn1","type":"tool_result","content":"The file /opt/automator/covalba-blog/files/articles/norme-cee.md has been updated successfully. (file state is current in your context — no need to Read it back)"}]},"uuid":"11809f50-b12f-43df-adb4-cc211ea1904b","timestamp":"2026-06-12T10:45:11.009Z","sourceToolAssistantUUID":"61f3572d-23e9-4a8a-82d8-54bad4179b5c","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":"11809f50-b12f-43df-adb4-cc211ea1904b","isSidechain":true,"agentId":"a0e653b1135741213","message":{"model":"claude-opus-4-8","id":"msg_01GnwqZ2Nh1JzGGZG5FqGjF4","type":"message","role":"assistant","content":[{"type":"text","text":"Now I need to verify the line 19 list and line 23 list aren't consecutive without prose between them. Let me re-read that section."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1043,"cache_read_input_tokens":48321,"cache_creation":{"ephemeral_5m_input_tokens":1043,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbyEJ3tpb9wtujHcnFgz1","attributionAgent":"general-purpose","type":"assistant","uuid":"2cc268d9-8a92-4b4b-a956-16269ffb0e15","timestamp":"2026-06-12T10:45:13.177Z","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":"23df02f8-7e08-4d83-a5a9-79495156c53d","isSidechain":true,"promptId":"007c9d0d-f36f-4f77-af4b-f426ccc22e42","agentId":"a0e653b1135741213","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015YEaQpG9rs25vabtZ4GbZU","type":"tool_result","content":"15\t### Un langage commun pour la commercialisation des denrées\n16\t\n17\tLa Commission économique des Nations unies pour l'Europe, la CEE ONU, **élabore et publie des normes de qualité agricole** destinées à harmoniser la commercialisation des denrées périssables. L'objectif est simple et pragmatique : qu'un acheteur, un vendeur et un contrôleur situés dans des pays différents **parlent le même langage** sur ce qu'est un produit conforme.\n18\t\n19\tCes normes couvrent un large éventail de catégories :\n20\t\n21\t- les fruits et légumes frais ;\n22\t- les fruits secs ;\n23\t- les viandes ;\n24\t- les œufs ;\n25\t- certaines semences de plants.\n26\t\n27\t### Une fiche normative par produit\n28\t\n29\tChaque produit ou famille de produits dispose de sa propre **fiche normative**. Celle-ci décrit plusieurs éléments :\n30\t\n31\t- les caractéristiques minimales attendues ;\n32\t- le classement par catégorie de qualité ;\n33\t- le calibrage ;\n34\t- les tolérances admises ;\n35\t- les règles de marquage.\n36\t\n37\tLoin d'être un texte abstrait, **une norme CEE ONU est un document opérationnel** que les opérateurs consultent au quotidien pour qualifier un lot, trancher un litige commercial ou préparer un contrôle.\n38\t\n39\tCes référentiels sont reconnus et appliqués **bien au-delà du seul territoire français**. Ils servent de base aux **56 États membres de la Commission** et inspirent largement les règles de commercialisation en vigueur dans l'Union européenne.\n40\t\n41\tPour un opérateur qui exporte ou importe, s'appuyer sur ces normes communes **simplifie considérablement les échanges** et réduit le risque de contestation à la frontière ou à la livraison.\n42\t\n43\t### Une logique de qualité partagée par toute la filière\n44\t"}]},"uuid":"4c45dcdd-94d3-4884-937e-960887accba3","timestamp":"2026-06-12T10:45:13.708Z","sourceToolAssistantUUID":"23df02f8-7e08-4d83-a5a9-79495156c53d","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":"4c45dcdd-94d3-4884-937e-960887accba3","isSidechain":true,"agentId":"a0e653b1135741213","message":{"model":"claude-opus-4-8","id":"msg_01Bv7bhhHEgWUh3j1VYHU8r8","type":"message","role":"assistant","content":[{"type":"text","text":"The two lists at lines 19-25 and 29-35 are separated by the H3 heading \"### Une fiche normative par produit\" plus the prose sentence \"Chaque produit ou famille de produits dispose de sa propre fiche normative\" before the second list. That is genuine prose liant between them, not two consecutive lists. Good.\n\nLet me verify the third list (producer controls) isn't adjacent to anything problematic."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":166,"cache_creation_input_tokens":843,"cache_read_input_tokens":49364,"cache_creation":{"ephemeral_5m_input_tokens":843,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbyEJFanW72FwTWoxLZUt","attributionAgent":"general-purpose","type":"assistant","uuid":"2e07304c-0160-4a22-96fb-ac9607a1551c","timestamp":"2026-06-12T10:45:17.251Z","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":"2e07304c-0160-4a22-96fb-ac9607a1551c","isSidechain":true,"agentId":"a0e653b1135741213","message":{"model":"claude-opus-4-8","id":"msg_01Bv7bhhHEgWUh3j1VYHU8r8","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01N7Aspgp6Ja1Bi6Nd8p7QDs","name":"Read","input":{"file_path":"/opt/automator/covalba-blog/files/articles/norme-cee.md","offset":43,"limit":12},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":166,"cache_creation_input_tokens":843,"cache_read_input_tokens":49364,"output_tokens":253,"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":843},"inference_geo":"not_available","iterations":[{"input_tokens":166,"output_tokens":253,"cache_read_input_tokens":49364,"cache_creation_input_tokens":843,"cache_creation":{"ephemeral_5m_input_tokens":843,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbyEJFanW72FwTWoxLZUt","attributionAgent":"general-purpose","type":"assistant","uuid":"84a6dc3c-1c1f-41bf-83a1-cfb657de319c","timestamp":"2026-06-12T10:45:18.066Z","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":"84a6dc3c-1c1f-41bf-83a1-cfb657de319c","isSidechain":true,"promptId":"007c9d0d-f36f-4f77-af4b-f426ccc22e42","agentId":"a0e653b1135741213","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01N7Aspgp6Ja1Bi6Nd8p7QDs","type":"tool_result","content":"43\t### Une logique de qualité partagée par toute la filière\n44\t\n45\tUn point mérite d'être souligné, car il est souvent mal compris. Les normes CEE ONU ne pèsent pas sur un seul maillon de la chaîne : **elles engagent l'ensemble des acteurs**, du producteur au revendeur final. La responsabilité **ne s'arrête pas à la sortie de l'usine**.\n46\t\n47\tEn amont, le producteur ou le conditionneur doit garantir que le lot répond aux critères de la catégorie annoncée. Cela passe par plusieurs vérifications :\n48\t\n49\t- le contrôle du pourcentage de produits abîmés ou déclassés ;\n50\t- la vérification du calibre ;\n51\t- pour certaines denrées, des paramètres plus fins comme la teneur en jus d'un agrume ou l'état de maturité d'un fruit.\n52\t\n53\tEn aval, le distributeur et le revendeur doivent préserver cette qualité jusqu'au consommateur. C'est là qu'intervient la maîtrise des conditions de stockage, et notamment de la température, qui conditionne directement la durée de conservation et la salubrité du produit.\n54\t"}]},"uuid":"caab298a-4a96-4806-b6d4-33fb8d933fe6","timestamp":"2026-06-12T10:45:18.095Z","sourceToolAssistantUUID":"84a6dc3c-1c1f-41bf-83a1-cfb657de319c","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":"caab298a-4a96-4806-b6d4-33fb8d933fe6","isSidechain":true,"agentId":"a0e653b1135741213","message":{"model":"claude-opus-4-8","id":"msg_01WTVwrgHGLWNsUxgFfvkg7A","type":"message","role":"assistant","content":[{"type":"text","text":"All three lists are properly separated by prose. The third list (lines 47-51) is preceded by the \"En amont...\" amorce and followed by the \"En aval...\" prose paragraph. Good.\n\nConfirmed: no em dashes introduced (used semicolons and colons), tables untouched, all bold/links/SEO block/Sources intact.\n\n---\n\n## Rapport de calibrage — `norme-cee`\n\n### Listes à puces de l'article APRÈS ce tour\n\nL'article ne contenait en réalité **aucune liste à puces** au départ (seulement 2 tableaux). Les 3 listes ci-dessous sont donc toutes **ajoutées ce tour**.\n\n**Ajoutée ce tour — Catégories couvertes** (section « Un langage commun »)\n- Énumération : fruits et légumes frais / fruits secs / viandes / œufs / semences de plants\n- Justification : série inline de 5 catégories parallèles, idéale à scanner ; l'amorce « un large éventail de catégories » introduit naturellement la liste.\n\n**Ajoutée ce tour — Contenu d'une fiche normative** (section « Une fiche normative par produit »)\n- Énumération : caractéristiques minimales / classement par catégorie / calibrage / tolérances admises / règles de marquage\n- Justification : 5 éléments parallèles déjà énumérés dans une seule phrase ; la chute en gras (« document opérationnel ») reste en prose après la liste, conformément à la règle 5.\n\n**Ajoutée ce tour — Vérifications du producteur en amont** (section « Une logique de qualité partagée »)\n- Énumération : contrôle du pourcentage de produits abîmés / vérification du calibre / paramètres plus fins (teneur en jus, maturité)\n- Justification : 3 contrôles parallèles introduits par « Cela passe par plusieurs vérifications » ; suivi du paragraphe « En aval… » comme liant.\n\n### Confirmations\n- **AUCUNE paire de listes consécutives sans prose** : les listes 1 et 2 sont séparées par le H3 « Une fiche normative par produit » + une phrase d'amorce ; la liste 3 est dans une section ultérieure. Prose toujours présente avant et après chaque liste.\n- **Prose conservée comme liant** : aucune réécriture pour fabriquer des items ; seules ponctuation/amorces ont été ajustées.\n- **0 em dash / en dash** : puces introduites au point-virgule, amorces au deux-points.\n- **Préservés** : les 2 tableaux comparatifs, tout le gras, l'intégralité des liens internes, la structure des titres, le bloc SEO (Slug/Title/Meta) et la section ## Sources, aucun prix chiffré, aucune marque concurrente.\n\nFichier modifié en place : `/opt/automator/covalba-blog/files/articles/norme-cee.md`"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":831,"cache_read_input_tokens":50207,"output_tokens":988,"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":831},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":988,"cache_read_input_tokens":50207,"cache_creation_input_tokens":831,"cache_creation":{"ephemeral_5m_input_tokens":831,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbyEJaTb83bBdnER2Y1ia","attributionAgent":"general-purpose","type":"assistant","uuid":"5179ff76-beda-4361-950c-4c8e8aca4735","timestamp":"2026-06-12T10:45:34.409Z","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"}