{"parentUuid":null,"isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":"Recherche web (sources françaises fiables : Météo-France, DRIAS, GIEC/IPCC AR6, ORCAE, observatoires régionaux) et produis un tableau de référence des projections climatiques pour la France selon le scénario **SSP3-7.0** (scénario élevé mais réaliste du 6e rapport du GIEC, AR6). \n\nObjectif : donner des valeurs exploitables pour des pages SEO \"cool roof\" par région française. Pour CHACUNE des 13 régions métropolitaines (Île-de-France, Hauts-de-France, Grand Est, Normandie, Bretagne, Pays de la Loire, Centre-Val de Loire, Bourgogne-Franche-Comté, Nouvelle-Aquitaine, Occitanie, Auvergne-Rhône-Alpes, PACA, Corse), donne si possible :\n- Hausse de température moyenne projetée à l'horizon 2050 et 2100 (°C vs période de référence 1976-2005)\n- Évolution du nombre de jours > 30°C par an (actuel vs 2050/2100)\n- Évolution du nombre de jours > 35°C par an\n- Nombre de nuits tropicales (> 20°C) actuel vs projeté\n- Zone climatique réglementaire dominante (H1/H2/H3)\n\nIMPORTANT :\n- Concentre-toi sur SSP3-7.0 si disponible ; si une source ne donne que RCP8.5/RCP4.5 ou la \"trajectoire TRACC\" de Météo-France, indique-le explicitement et précise le scénario réellement utilisé pour chaque chiffre.\n- Distingue clairement les chiffres SOURCÉS (avec URL) des estimations/interpolations.\n- Cite chaque source avec son URL.\n- Sois honnête sur les incertitudes et les chiffres non trouvés (ne pas inventer).\n\nRends : (1) un tableau récap par région, (2) la liste des sources avec URLs, (3) une note sur la méthodo/limites. Format Markdown."},"uuid":"8626170c-2171-40c7-bf49-6bba499da27e","timestamp":"2026-06-09T17:08:21.730Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
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{"parentUuid":"7022d642-4034-48aa-9c30-f7f16bccad21","isSidechain":true,"agentId":"a5fe6d71e7030b231","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- brainstorming: You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.\n- brutalist-skill: 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- check-conflicts: Verifie les conflits potentiels avec les PRs ouvertes avant de travailler sur un fichier ou une section.\n- dispatching-parallel-agents: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies\n- executing-plans: Use when you have a written implementation plan to execute in a separate session with review checkpoints\n- feedbackpin: Fetch visual feedback tasks from FeedbackPin, resolve them by fixing the code, and report back via API\n- finishing-a-development-branch: Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup\n- minimalist-skill: Clean editorial-style interfaces. Warm monochrome palette, typographic contrast, flat bento grids, muted pastels. No gradients, no heavy shadows.\n- output-skill: 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- receiving-code-review: Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation\n- redesign-skill: 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- requesting-code-review: Use when completing tasks, implementing major features, or before merging to verify work meets requirements\n- soft-skill: 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- stitch-skill: 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- subagent-driven-development: Use when executing implementation plans with independent tasks in the current session\n- systematic-debugging: Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes\n- taste-skill: Senior UI/UX Engineer. Architect digital interfaces overriding default LLM biases. Enforces metric-based rules, strict component architecture, CSS hardware acceleration, and balanced design engineering.\n- test-driven-development: Use when implementing any feature or bugfix, before writing implementation code\n- using-git-worktrees\n- using-superpowers\n- verification-before-completion\n- writing-plans\n- writing-skills\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- vercel:bootstrap\n- vercel:deploy\n- vercel:env\n- vercel:marketplace\n- vercel:status\n- vercel:ai-gateway\n- vercel:ai-sdk\n- vercel:auth\n- vercel:bootstrap\n- vercel:chat-sdk\n- vercel:deployments-cicd\n- vercel:env-vars\n- vercel:knowledge-update\n- vercel:marketplace\n- vercel:next-cache-components\n- vercel:next-forge\n- vercel:next-upgrade\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\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, 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). First looks for a project skill that already covers launching the app; otherwise falls back to built-in patterns per project type (CLI, server, TUI, Electron, browser-driven, library).\n- init\n- review\n- security-review","skillCount":132,"isInitial":true,"names":["adapt","animate","arrange","audit","bolder","bun-to-next","clarify","colorize","critique","delight","design-taste-frontend","distill","extract","feedbackpin","full-output-enforcement","gsap-core","gsap-frameworks","gsap-performance","gsap-plugins","gsap-react","gsap-scrolltrigger","gsap-timeline","gsap-utils","harden","high-end-visual-design","impeccable","industrial-brutalist-ui","minimalist-ui","netlify-cli","nextjs-wordpress-headless","normalize","onboard","optimize","overdrive","paf-site-magic","polish","quieter","redesign-existing-projects","refero-design","scheduled-actions","seo","seo-audit","seo-backlinks","seo-competitor-pages","seo-content","seo-dataforseo","seo-firecrawl","seo-geo","seo-google","seo-hreflang","seo-image-gen","seo-images","seo-local","seo-maps","seo-page","seo-plan","seo-programmatic","seo-schema","seo-sitemap","seo-technical","shape","stitch-design-taste","typeset","brainstorming","brutalist-skill","check-conflicts","dispatching-parallel-agents","executing-plans","feedbackpin","finishing-a-development-branch","minimalist-skill","output-skill","receiving-code-review","redesign-skill","requesting-code-review","soft-skill","stitch-skill","subagent-driven-development","systematic-debugging","taste-skill","test-driven-development","using-git-worktrees","using-superpowers","verification-before-completion","writing-plans","writing-skills","handoff","deep-research","vercel:bootstrap","vercel:deploy","vercel:env","vercel:marketplace","vercel:status","vercel:ai-gateway","vercel:ai-sdk","vercel:auth","vercel:bootstrap","vercel:chat-sdk","vercel:deployments-cicd","vercel:env-vars","vercel:knowledge-update","vercel:marketplace","vercel:next-cache-components","vercel:next-forge","vercel:next-upgrade","vercel:nextjs","vercel:react-best-practices","vercel:routing-middleware","vercel:runtime-cache","vercel:shadcn","vercel:turbopack","vercel:vercel-agent","vercel:vercel-cli","vercel:vercel-firewall","vercel:vercel-functions","vercel:vercel-sandbox","vercel:vercel-storage","vercel:verification","vercel:workflow","update-config","keybindings-help","verify","code-review","simplify","fewer-permission-prompts","loop","schedule","claude-api","run","init","review","security-review"]},"type":"attachment","uuid":"d6fcfdd8-d75e-4d84-bb0a-0c3cce14161c","timestamp":"2026-06-09T17:08:21.746Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"d6fcfdd8-d75e-4d84-bb0a-0c3cce14161c","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01PsS2fSxPShcir9zRu6AUoZ","type":"message","role":"assistant","content":[{"type":"text","text":"I'll research this thoroughly. Let me start by loading the web tools and running parallel searches across the authoritative French climate sources."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":23445,"cache_creation_input_tokens":12517,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":12517,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt463fuj7HraFzV7s7G5","attributionAgent":"general-purpose","type":"assistant","uuid":"796d3124-73cc-4593-b0e8-db8fd923c663","timestamp":"2026-06-09T17:08:24.435Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
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{"parentUuid":"f5b2d312-9113-4104-be83-2cc8118fa837","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_01HBw5uaNGNyuhJCA6MM6FPs","content":[{"type":"tool_reference","tool_name":"WebSearch"},{"type":"tool_reference","tool_name":"WebFetch"}]}]},"uuid":"4ab652f2-0da1-4b78-ba84-a3f67c0ca0a5","timestamp":"2026-06-09T17:08:24.862Z","sourceToolAssistantUUID":"f5b2d312-9113-4104-be83-2cc8118fa837","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"4ab652f2-0da1-4b78-ba84-a3f67c0ca0a5","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01GExh7eTpzL127o4H1shyjc","type":"message","role":"assistant","content":[{"type":"text","text":"This is a research task on French climate projections. The MCP server instructions about images/SEO/Figma aren't relevant here. Let me run parallel web searches on the authoritative sources."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1697,"cache_creation_input_tokens":36813,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":36813,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":{"cache_miss_reason":{"type":"tools_changed","cache_missed_input_tokens":10461}}},"requestId":"req_011Cbt46HJhK6sCthG4xwnWk","attributionAgent":"general-purpose","type":"assistant","uuid":"d451ab36-ec47-455a-be8e-140b51ea7ff0","timestamp":"2026-06-09T17:08:29.982Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
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{"parentUuid":"0d84a414-05da-4859-afe0-f836e6505dcf","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01GExh7eTpzL127o4H1shyjc","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01KEYxyUib5qEPofN5G8fHhL","name":"WebSearch","input":{"query":"Météo-France TRACC trajectoire réchauffement adaptation climat +4°C France régions"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1697,"cache_creation_input_tokens":36813,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":36813,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":{"cache_miss_reason":{"type":"tools_changed","cache_missed_input_tokens":10461}}},"requestId":"req_011Cbt46HJhK6sCthG4xwnWk","attributionAgent":"general-purpose","type":"assistant","uuid":"ee366ac1-cc46-46eb-a4d2-0f888af15e20","timestamp":"2026-06-09T17:08:31.375Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"ee366ac1-cc46-46eb-a4d2-0f888af15e20","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01GExh7eTpzL127o4H1shyjc","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01H3hkmQq2bMWUEcsi21WZbM","name":"WebSearch","input":{"query":"DRIAS 2020 jours chauds supérieur 30°C nuits tropicales projections régions France horizon moyen lointain"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1697,"cache_creation_input_tokens":36813,"cache_read_input_tokens":0,"output_tokens":302,"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":36813},"inference_geo":"not_available","iterations":[{"input_tokens":1697,"output_tokens":302,"cache_read_input_tokens":0,"cache_creation_input_tokens":36813,"cache_creation":{"ephemeral_5m_input_tokens":36813,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":{"cache_miss_reason":{"type":"tools_changed","cache_missed_input_tokens":10461}}},"requestId":"req_011Cbt46HJhK6sCthG4xwnWk","attributionAgent":"general-purpose","type":"assistant","uuid":"7bf4da7f-a4d1-4caf-9d04-db1339be1a7e","timestamp":"2026-06-09T17:08:32.169Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"0d84a414-05da-4859-afe0-f836e6505dcf","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01KmeTHgGqATG2L7Wdf5rqMa","type":"tool_result","content":"Web search results for query: \"DRIAS projections climatiques France SSP3-7.0 hausse température 2050 2100\"\n\nLinks: [{\"title\":\"Projections climatiques en France métropolitaine : quel jeu de données utiliser dans les analyses de risques climatiques ?\",\"url\":\"https://www.carbone4.com/publication-adaptation-donnees-climatiques\"},{\"title\":\"Météo-France éclaire le climat en France jusqu’en 2100 | Météo-France\",\"url\":\"https://meteofrance.com/actualites-et-dossiers/meteo-france-eclaire-le-climat-en-france-jusquen-2100\"},{\"title\":\"1 Projections climatiques en France métropolitaine :\",\"url\":\"https://www.carbone4.com/files/Carbone_4_publication_adaptation_donnees_climatiques_DRIAS_2020_TRACC.pdf\"},{\"title\":\"Projections climatiques en France : données Météo-France (RCP 8.5) | Atelier by Siradel\",\"url\":\"https://atlas.siradel.com/projections-climatiques/\"},{\"title\":\"DRIAS, les futurs du climat, des projections climatiques pour adapter nos sociétés | Météo-France\",\"url\":\"https://meteofrance.com/le-changement-climatique/drias-les-futurs-du-climat-des-projections-climatiques-pour-adapter-nos\"},{\"title\":\"Scénarios et projections climatiques | Chiffres clés du climat - Édition 2025\",\"url\":\"https://www.statistiques.developpement-durable.gouv.fr/edition-numerique/chiffres-cles-du-climat/fr/4-scenarios-et-projections-climatiques\"},{\"title\":\"DRIAS, Les futurs du climat - Accompagnement\",\"url\":\"https://www.drias-climat.fr/accompagnement/sections/182\"},{\"title\":\"Indicateurs climatiques sectoriels selon la TRACC\",\"url\":\"https://www.drias-climat.fr/accompagnement/section/494\"}]\n\nBased on the search results, here's what I found regarding DRIAS projections climatiques France with SSP3-7.0 and temperature increases for 2050 and 2100:\n\n## SSP3-7.0 Scenario Availability\n\nThe SSP3-7.0 scenario is not available in the DRIAS2020 dataset. However, the portal now includes updated climate projections.\n\n## Temperature Projections\n\nFor global temperature changes under SSP3-7.0: The most pessimistic scenarios (SSP3-7.0 and SSP5-8.5) would respectively lead to temperature increases of 3.6°C and 4.4°C by 2100.\n\nFor France specifically, the TRACC (Trajectoire de réchauffement de référence pour l'adaptation au changement climatique) should be very close to SSP2-4.5 at the 2050 horizon and between SSP2-4.5 and SSP3-7.0 scenarios at the end of the century.\n\nAccording to DRIAS projections for France: The TRACC-2023 ensemble corresponds to warming levels of +2°C for France in 2030, +2.7°C for 2050, and +4°C for 2100.\n\nThe DRIAS portal (drias-climat.fr) maintained by Météo-France is the official source for these climate projections for France.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"1a7149da-a996-467f-a8bd-7250ab45f189","timestamp":"2026-06-09T17:08:37.308Z","sourceToolAssistantUUID":"0d84a414-05da-4859-afe0-f836e6505dcf","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"ee366ac1-cc46-46eb-a4d2-0f888af15e20","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01KEYxyUib5qEPofN5G8fHhL","type":"tool_result","content":"Web search results for query: \"Météo-France TRACC trajectoire réchauffement adaptation climat +4°C France régions\"\n\nLinks: [{\"title\":\"Trajectoire de réchauffement de référence pour l’adaptation au changement climatique (TRACC) | Ministères Transition écologique, Aménagement du Territoire, Transports, Ville et Logement\",\"url\":\"https://www.ecologie.gouv.fr/politiques-publiques/trajectoire-rechauffement-reference-ladaptation-changement-climatique-tracc\"},{\"title\":\"Une trajectoire de référence pour s'adapter au changement climatique | Centre de ressources pour l’adaptation au changement climatique\",\"url\":\"https://www.adaptation-changement-climatique.gouv.fr/comprendre/strategie/une-trajectoire-reference-pour-sadapter-au-changement-climatique\"},{\"title\":\"La trajectoire de réchauffement de référence pour s’adapter au changement climatique | Météo-France\",\"url\":\"https://meteofrance.com/la-trajectoire-de-rechauffement-de-reference-pour-sadapter-au-changement-climatique\"},{\"title\":\"La France adopte une trajectoire de réchauffement de référence pour guider l’adaptation au changement climatique | Ministères Aménagement du territoire Transition écologique\",\"url\":\"https://www.ecologie.gouv.fr/presse/france-adopte-trajectoire-rechauffement-reference-guider-ladaptation-changement-climatique\"},{\"title\":\"Météo France depicts the variability, extremes, and climate impacts for a warming level of +4°C in France - Citepa\",\"url\":\"https://www.citepa.org/en/meteo-france-depicts-the-variability-extremes-and-climate-impacts-for-a-warming-level-of-4c-in-france/\"},{\"title\":\"Climat futur en France : à quoi s’adapter ? Météo-France publie un rapport sur la variabilité, les extrêmes et les impacts climatiques | Météo-France\",\"url\":\"https://meteofrance.fr/actualite/presse/climat-futur-en-france-quoi-sadapter\"},{\"title\":\"TRACC : trajectoire climatique française, +4 °C en 2100 | Réchauffement Climatique\",\"url\":\"https://www.rechauffement-climatique.com/tracc-trajectoire-climatique-france-2030-2050-2100/\"},{\"title\":\"À quel climat s’adapter en France selon la TRACC ? — Partie 1 —\",\"url\":\"https://meteofrance.com/sites/meteofrance.com/files/files/editorial/rapport-trajectoire-rechauffement-adaptation-changement-climatique-partie-1.pdf\"},{\"title\":\"Le climat futur de la France selon la TRACC\",\"url\":\"https://www.drias-climat.fr/accompagnement/section/402\"},{\"title\":\"Réchauffement climatique : le gouvernement fixe la trajectoire de référence au niveau réglementaire\",\"url\":\"https://www.banquedesterritoires.fr/rechauffement-climatique-le-gouvernement-fixe-la-trajectoire-de-reference-au-niveau-reglementaire\"}]\n\nI've found comprehensive information about the TRACC (Trajectoire de Réchauffement de référence pour l'Adaptation au Changement Climatique). Here are the key findings:\n\n## Overview\nThe TRACC is France's reference warming trajectory for adapting to climate change, with approval from the national council for ecological transition in May 2023 to develop an adaptation trajectory for +4°C in mainland France by the end of the century.\n\n## Temperature Projections by Horizon\nFor mainland France and Corsica, the TRACC predicts temperature increases of: +2°C by 2030, +2.7°C by 2050, and +4°C by 2100.\n\n## Role of Météo-France\nMétéo-France participated in developing the TRACC by providing scientific expertise to establish correspondences between global and national warming and to make available data from climate simulations and indicators describing France's climate at +4°C.\n\n## Regional Variations\nNot all French regions are exposed or sensitive to different climate risks in the same way. The TRACC's breakdown by Météo-France provides local decision-makers with climate reference indicators for 2030, 2050, and 2100 (average temperatures and precipitation totals, extremes indicators and impacts, etc.)\n\n## Climate Impacts at +4°C\nAt +4°C, today's summer heat waves would be considered normal, while heat waves would last two consecutive months with averages of 40°C and peaks of 50°C in the Mediterranean.\n\nFrance would experience an additional month of dry soil in the northern half and up to 2 months in the southern half, with droughts becoming frequent in summer and often continuing into autumn.\n\nThe TRACC now has legal status in France's environmental code as of January 26, 2026, serving as the common reference for all adaptation policies.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"053e6f82-ffee-441d-b6b9-f30a510a5c0b","timestamp":"2026-06-09T17:08:39.901Z","sourceToolAssistantUUID":"ee366ac1-cc46-46eb-a4d2-0f888af15e20","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"7bf4da7f-a4d1-4caf-9d04-db1339be1a7e","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01H3hkmQq2bMWUEcsi21WZbM","type":"tool_result","content":"Web search results for query: \"DRIAS 2020 jours chauds supérieur 30°C nuits tropicales projections régions France horizon moyen lointain\"\n\nLinks: [{\"title\":\"Les nouvelles projections climatiques de référence DRIAS 2020 pour la métropole / Ressources documentaires / Les ressources - Observatoire climat\",\"url\":\"https://www.observatoireclimat-hautsdefrance.org/Les-ressources/Ressources-documentaires/Les-nouvelles-projections-climatiques-de-reference-DRIAS-2020-pour-la-metropole\"},{\"title\":\"Nuits tropicales, journées de forte chaleur : la population de plus en plus exposée - Insee Flash Provence-Alpes-Côte d'Azur - 103\",\"url\":\"https://www.insee.fr/fr/statistiques/8188144\"},{\"title\":\"Nuits tropicales, journées de forte chaleur - Dreal PACA\",\"url\":\"https://www.paca.developpement-durable.gouv.fr/IMG/pdf/climat_-_nuits_tropicales_et_journees_de_forte_chaleur.pdf\"},{\"title\":\"Un habitant sur sept vit dans un territoire exposé à plus de 20 journées anormalement chaudes par été dans les décennies à venir - Insee Première - 1918\",\"url\":\"https://www.insee.fr/fr/statistiques/6522912\"},{\"title\":\"ETAT DES LIEUX DE L’EXPOSITION DU PARC RESIDENTIEL\",\"url\":\"https://ignes.fr/storage/2023/07/Etat-des-lieux-de-lexposition-du-parc-residentiel-francais-aux-fortes-chaleurs-a-horizon-2030-et-2050.pdf\"},{\"title\":\"DRIAS, Les futurs du climat - Accompagnement\",\"url\":\"https://www.drias-climat.fr/accompagnement/section/402\"},{\"title\":\"DRIAS, Les futurs du climat - Accompagnement\",\"url\":\"https://drias-climat.fr/accompagnement/sections/279\"}]\n\nBased on the search results, here's information about DRIAS 2020 projections for hot days and tropical nights in French regions across different time horizons:\n\n## Overview\n\nDRIAS 2020 provides analysis of indicators including the number of hot days, tropical nights, and abnormally warm days for French regions.\n\n## Tropical Nights Projections\n\nOn the 2021-2050 period, 79% of the regional population and 24% of the territory in certain areas would be exposed to at least 30 tropical nights during summer (compared to 11% of the population and 6% of the territory in metropolitan France). From 1976 to 2005, there were on average more than 30 tropical nights on the Languedoc coastline each summer, but from 2021 to 2050, these frequencies will be observed widely throughout the Mediterranean hinterland, the lower Rhône valley and on the Corsican coast.\n\n## Hot Days (Temperature > 35°C) Projections\n\nThe number of extremely hot days strengthens with warming, with an increase reaching 9 days on average and up to 36 days at the planetary warming level of +3°C. This increase primarily affects southern regions and subsequently spreads across the country outside mountain zones and the English Channel coast.\n\n## Regional Variations\n\nIn coming decades, Provence-Alpes-Côte d'Azur will be the region where summer average temperature will increase the most, with alpine territories particularly concerned by this increase.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"598b1f70-e399-4c3a-aa04-bc37a08cf4ae","timestamp":"2026-06-09T17:08:40.239Z","sourceToolAssistantUUID":"7bf4da7f-a4d1-4caf-9d04-db1339be1a7e","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"598b1f70-e399-4c3a-aa04-bc37a08cf4ae","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_012g5eam3tRAa5fsFSqU3p24","type":"message","role":"assistant","content":[{"type":"text","text":"The TRACC is clearly the dominant Météo-France reference now. Let me dig into the specific data sources. I need regional breakdowns. Let me fetch the key documents and search for region-specific data."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":6085,"cache_read_input_tokens":36813,"cache_creation":{"ephemeral_5m_input_tokens":6085,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt47XTme8c32mAKkw8fX","attributionAgent":"general-purpose","type":"assistant","uuid":"826fcd0f-4ed5-4c3c-9358-7ccd3c1ab0b8","timestamp":"2026-06-09T17:08:44.594Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"826fcd0f-4ed5-4c3c-9358-7ccd3c1ab0b8","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_012g5eam3tRAa5fsFSqU3p24","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LD1uqV9KCm9PVWRLkeGXQa","name":"WebFetch","input":{"url":"https://www.drias-climat.fr/accompagnement/section/402","prompt":"Quels sont les indicateurs climatiques de référence selon la TRACC pour la France: hausse de température 2030/2050/2100, nombre de jours chauds (>30°C, >35°C), nuits tropicales (>20°C)? Détaille toute donnée chiffrée par région ou par horizon, et indique le scénario SSP utilisé."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":6085,"cache_read_input_tokens":36813,"cache_creation":{"ephemeral_5m_input_tokens":6085,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt47XTme8c32mAKkw8fX","attributionAgent":"general-purpose","type":"assistant","uuid":"2b99ca02-768d-41b7-a4e9-a55eaab2df77","timestamp":"2026-06-09T17:08:46.944Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
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{"parentUuid":"92d9a522-43d8-4cd1-88f0-ac3b53e0b6ea","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_012g5eam3tRAa5fsFSqU3p24","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Tc8QRbqfe5AAP8soSg6pug","name":"WebSearch","input":{"query":"DRIAS SSP3-7.0 disponible projections jeux données EURO-CORDEX France"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":6085,"cache_read_input_tokens":36813,"output_tokens":442,"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":6085},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":442,"cache_read_input_tokens":36813,"cache_creation_input_tokens":6085,"cache_creation":{"ephemeral_5m_input_tokens":6085,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbt47XTme8c32mAKkw8fX","attributionAgent":"general-purpose","type":"assistant","uuid":"30cbd5d9-b5c8-47db-8a99-e3b6ccceafde","timestamp":"2026-06-09T17:08:48.598Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"2b99ca02-768d-41b7-a4e9-a55eaab2df77","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LD1uqV9KCm9PVWRLkeGXQa","type":"tool_result","content":"# Indicateurs climatiques TRACC pour la France\n\n## Niveaux de réchauffement\n\nLa TRACC définit trois niveaux de réchauffement planétaire avec correspondances pour la France métropolitaine (Fr-Met) :\n\n| Monde | Fr-Met | Par rapport à 1976-2005 |\n|-------|--------|------------------------|\n| +1,5°C | +2°C | +1,4°C |\n| +2°C | +2,7°C | +2,1°C |\n| +3°C | +4°C | +3,4°C |\n\n## Indicateurs par seuil de température\n\n**Jours caniculaires (Tmax ≥ 35°C)** - Augmentation médiane :\n- Réchauffement +1,5°C : \"+1,2 jour\"\n- Réchauffement +2°C : +3,1 jours\n- Réchauffement +3°C : +7,7 jours\n\n**Nuits tropicales (Tmin ≥ 20°C)** - Augmentation médiane :\n- Réchauffement +1,5°C : +5,1 jours\n- Réchauffement +2°C : +9,8 jours\n- Réchauffement +3°C : +22,4 jours\n\n## Scénario utilisé\n\nLe document indique l'utilisation de projections climatiques Explore2-ADAMONT (17 modèles), basées sur \"rcp85\" (scénario d'émissions élevées), sans préciser de détails SSP spécifiques.\n\n**Note** : Les données régionales détaillées figurent dans les cartes plutôt que dans les tableaux synthétiques du document."}]},"uuid":"f733c2cd-2207-45cb-8a6e-74fe3202805a","timestamp":"2026-06-09T17:08:52.482Z","sourceToolAssistantUUID":"2b99ca02-768d-41b7-a4e9-a55eaab2df77","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"30cbd5d9-b5c8-47db-8a99-e3b6ccceafde","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Tc8QRbqfe5AAP8soSg6pug","type":"tool_result","content":"Web search results for query: \"DRIAS SSP3-7.0 disponible projections jeux données EURO-CORDEX France\"\n\nLinks: [{\"title\":\"DRIAS – 2020 :: Centre d’aide de l’application SICLIMA\",\"url\":\"https://agroclim.inrae.fr/siclima/help/references/bases/drias-2020.html\"},{\"title\":\"Projections climatiques en France métropolitaine : quel jeu de données utiliser dans les analyses de risques climatiques ?\",\"url\":\"https://www.carbone4.com/publication-adaptation-donnees-climatiques\"},{\"title\":\"DRIAS, Les futurs du climat - Accompagnement\",\"url\":\"https://www.drias-climat.fr/accompagnement/section/241\"},{\"title\":\"LES NOUVELLES PROJECTIONS CLIMATIQUES DE RÉFÉRENCE DRIAS 2020 POUR LA MÉTROPOLE\",\"url\":\"https://hal.science/hal-04720972/document\"},{\"title\":\"Jeu de données - DRIAS - projections climatiques pour l'adaptation de nos sociétés | data.gouv.fr\",\"url\":\"https://www.data.gouv.fr/datasets/drias-projections-climatiques-pour-ladaptation-de-nos-societes\"},{\"title\":\"1 Projections climatiques en France métropolitaine :\",\"url\":\"https://www.carbone4.com/files/Carbone_4_publication_adaptation_donnees_climatiques_DRIAS_2020_TRACC.pdf\"},{\"title\":\"e-Lettre N°2 – De l’usage d’EURO-CORDEX au sein du service climatique national DRIAS les futurs du climat – CLIMERI-France\",\"url\":\"https://climeri-france.fr/e-lettre-n2-euro-cordex-drias/\"},{\"title\":\"DRIAS, Les futurs du climat - Accompagnement\",\"url\":\"https://drias-climat.fr/accompagnement/sections/240\"},{\"title\":\"Les nouvelles projections climatiques de référence DRIAS 2020 pour la Métropole | Gest'eau\",\"url\":\"https://www.gesteau.fr/document/les-nouvelles-projections-climatiques-de-reference-drias-2020-pour-la-metropole\"},{\"title\":\"Les nouvelles projections climatiques de référence DRIAS-2020 | Centre de ressources pour l’adaptation au changement climatique\",\"url\":\"https://www.adaptation-changement-climatique.gouv.fr/actualites/veille/les-nouvelles-projections-climatiques-reference-drias-2020\"}]\n\nBased on the search results, I can provide you with information about DRIAS projections and SSP3-7.0 data availability:\n\n## Scenario Availability\n\nThe SSP3-7.0 scenario is not available in the DRIAS2020 dataset. The DRIAS 2020 dataset is based on thirty simulations from the EURO-CORDEX ensemble and covers three climate scenarios: RCP2.6, RCP4.5, and RCP8.5.\n\n## DRIAS Data Overview\n\nDRIAS 2020 is a reference dataset composed of the latest state-of-the-art regional simulations from Euro-Cordex simulations, based on twelve GCM/RCM couples from the Euro-Cordex ensemble available over Europe at 12 km resolution with daily time steps.\n\nThe data are projected onto an 8 km resolution grid and corrected for bias using a statistical method based on the analysis of SAFRAN observational data.\n\n## Important Note\n\nIf you need projections based on SSP scenarios (such as SSP3-7.0) rather than RCP scenarios, you may need to look at other data sources or newer EURO-CORDEX simulations that have been developed for CMIP6, as the standard DRIAS 2020 dataset is based on the older RCP scenario framework.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"cffe83be-6d87-44ca-99c1-bea1c3c5ffb6","timestamp":"2026-06-09T17:08:54.915Z","sourceToolAssistantUUID":"30cbd5d9-b5c8-47db-8a99-e3b6ccceafde","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"92d9a522-43d8-4cd1-88f0-ac3b53e0b6ea","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01A61kTHBxt3zx6Agj2C9YFn","type":"tool_result","content":"Web search results for query: \"TRACC Météo-France indicateurs régionaux nombre jours forte chaleur nuits tropicales 2050 2100 par région\"\n\nLinks: [{\"title\":\"Quel climat futur dans votre région ? | Météo-France\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur-dans-votre-region\"},{\"title\":\"DEUR Département de l’Environnement Urbain et Rural CHANGEMENT CLIMATIQUE ET\",\"url\":\"https://www.institutparisregion.fr/fileadmin/DataStorage/SavoirFaire/NosTravaux/Environnement/cycle-webinaires-acc/3/1_20250703_Cycle3_EvolutionAleasEnjeuxICU_ECordeau.pdf\"},{\"title\":\"️ Évolution des vagues de chaleur en France selon ...\",\"url\":\"https://www.drias-climat.fr/accompagnement/sections/417\"},{\"title\":\"Quel climat futur en Île-de-France ? | Météo-France\",\"url\":\"https://meteofrance.com/le-changement-climatique/quel-climat-futur-en-ile-de-france\"},{\"title\":\"Projections climatiques en France : données Météo-France (RCP 8.5) | Atelier by Siradel\",\"url\":\"https://atlas.siradel.com/projections-climatiques/\"},{\"title\":\"La trajectoire de réchauffement de référence pour s’adapter au changement climatique | Météo-France\",\"url\":\"https://meteofrance.com/la-trajectoire-de-rechauffement-de-reference-pour-sadapter-au-changement-climatique\"},{\"title\":\"Le climat futur de la France selon la TRACC\",\"url\":\"https://www.drias-climat.fr/accompagnement/section/402\"},{\"title\":\"Météo-France met à disposition de nouveaux indicateurs et cartographies climatiques pour les Antilles | Météo-France\",\"url\":\"https://meteofrance.com/presse/meteo-france-met-disposition-de-nouveaux-indicateurs-et-cartographies-climatiques-pour-les-antilles\"},{\"title\":\"Nuits tropicales, journées de forte chaleur - Dreal PACA\",\"url\":\"https://www.paca.developpement-durable.gouv.fr/IMG/pdf/climat_-_nuits_tropicales_et_journees_de_forte_chaleur.pdf\"}]\n\nBased on my search results, I found comprehensive information about TRACC regional climate indicators related to extreme heat days and tropical nights for France. Here's what the data shows:\n\n## Jours de Forte Chaleur (Extreme Heat Days ≥35°C)\n\nÀ l'horizon 2050 de la TRACC, le nombre annuel moyen de jours en vague de chaleur devient cinq fois supérieur à celui de la période de référence sur la majorité du pays. Cette évolution est sensiblement plus forte sur les régions méditerranéennes où ce nombre de jours devient six à huit fois supérieur.\n\nÀ l'horizon 2100 de la TRACC, le nombre annuel moyen de jours en vague de chaleur devient huit à dix fois supérieur sur la majeure partie du pays, avec une évolution sensiblement plus forte sur les régions méditerranéennes où ce nombre devient entre onze à douze fois supérieur.\n\n## Nuits Tropicales (Tropical Nights ≥20°C)\n\nÀ l'horizon 2100 de la TRACC, 24 nuits chaudes concerneront le territoire en moyenne chaque année. Le nombre de nuits tropicales se renforce avec le réchauffement avec une hausse atteignant 24 jours en moyenne.\n\n## Exemples Régionaux\n\nPour l'Île-de-France : Les nuits chaudes deviendraient plus fréquentes à l'horizon 2050 de la TRACC, avec environ 10 nuits par an, contre seulement 2 dans le climat passé. On compterait 8,4 jours de très forte chaleur par an à l'horizon 2100, contre moins d'un jour dans le climat passé.\n\nLes données montrent que à l'horizon 2100, un écart est attendu entre le Sud-Est, qui se réchauffe davantage, et le Nord-Ouest du pays.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"ede0d04a-3af3-4dcf-9110-66357a35013f","timestamp":"2026-06-09T17:08:56.546Z","sourceToolAssistantUUID":"92d9a522-43d8-4cd1-88f0-ac3b53e0b6ea","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"ede0d04a-3af3-4dcf-9110-66357a35013f","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01CChcjFdiovyfgVXydkjcuy","type":"message","role":"assistant","content":[{"type":"text","text":"This is a critical finding: **SSP3-7.0 is NOT available in DRIAS-2020** (which uses RCP2.6/4.5/8.5 from EURO-CORDEX CMIP5). The French operational reference is now the **TRACC** (RCP8.5-based, Explore2 dataset), expressed in warming levels (+2°C/2030, +2.7°C/2050, +4°C/2100). Let me now gather the per-region data from the Météo-France regional pages and the Carbone4 analysis."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1362,"cache_creation_input_tokens":2506,"cache_read_input_tokens":42898,"cache_creation":{"ephemeral_5m_input_tokens":2506,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt48cSh7YXwKMpzJLN3j","attributionAgent":"general-purpose","type":"assistant","uuid":"85ad5c7c-b7a5-4872-a602-966be7916ca5","timestamp":"2026-06-09T17:09:01.109Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"85ad5c7c-b7a5-4872-a602-966be7916ca5","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01CChcjFdiovyfgVXydkjcuy","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MkZgBwfWZdBEFm7c39sJmP","name":"WebFetch","input":{"url":"https://meteofrance.com/changement-climatique/quel-climat-futur-dans-votre-region","prompt":"Liste pour chaque région métropolitaine française les chiffres climatiques projetés selon la TRACC: hausse de température, nombre de jours de forte chaleur (>30°C ou >35°C), nuits tropicales (>20°C), aux horizons 2050 et 2100 vs climat passé. Donne tous les liens vers les pages régionales."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1362,"cache_creation_input_tokens":2506,"cache_read_input_tokens":42898,"cache_creation":{"ephemeral_5m_input_tokens":2506,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt48cSh7YXwKMpzJLN3j","attributionAgent":"general-purpose","type":"assistant","uuid":"205236bb-806b-4a1f-8aac-d7732b642e7b","timestamp":"2026-06-09T17:09:03.471Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"205236bb-806b-4a1f-8aac-d7732b642e7b","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01CChcjFdiovyfgVXydkjcuy","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LGSrkzKc2aCsVcnJqn8FC7","name":"WebFetch","input":{"url":"https://www.carbone4.com/files/Carbone_4_publication_adaptation_donnees_climatiques_DRIAS_2020_TRACC.pdf","prompt":"Quels scénarios climatiques (SSP3-7.0, RCP8.5, RCP4.5, TRACC) sont disponibles dans DRIAS-2020 et Explore2? La TRACC correspond à quel scénario SSP/RCP? Donne les correspondances niveaux de réchauffement mondial vs France et les horizons temporels 2030/2050/2100. Indique toute donnée chiffrée sur jours chauds et nuits tropicales."},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1362,"cache_creation_input_tokens":2506,"cache_read_input_tokens":42898,"output_tokens":670,"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":2506},"inference_geo":"not_available","iterations":[{"input_tokens":1362,"output_tokens":670,"cache_read_input_tokens":42898,"cache_creation_input_tokens":2506,"cache_creation":{"ephemeral_5m_input_tokens":2506,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbt48cSh7YXwKMpzJLN3j","attributionAgent":"general-purpose","type":"assistant","uuid":"a8f37e74-304c-4a84-891c-f98d165a763c","timestamp":"2026-06-09T17:09:05.597Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"205236bb-806b-4a1f-8aac-d7732b642e7b","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MkZgBwfWZdBEFm7c39sJmP","type":"tool_result","content":"# Climate Projections for French Regions\n\nMétéo-France provides detailed climate forecasts for France's metropolitan regions through their interactive mapping tool. Here are the key findings:\n\n## Temperature Increases\n\nBy 2100 under the TRACC reference trajectory, France's average annual temperature is projected to reach 14.2°C (compared to 10.9°C during 1976-2005). The warming is uneven geographically: southeastern regions experience more significant warming than northwestern areas. For example, Provence-Alpes-Côte d'Azur could warm by 4.6°C, while Normandy might see a 3.3°C increase.\n\n## Summer Changes\n\nSummer experiences the most dramatic warming. By 2050, summer temperatures could increase by 2.4°C; by 2100, the rise reaches 4.0°C. Heat waves will intensify significantly—France could experience \"10 times more days of heat waves at the 2100 horizon than in the 1990s.\"\n\n## Precipitation and Water Resources\n\nSummer precipitation is expected to decline by approximately 20% across most French regions by 2100, threatening water availability during critical months.\n\n## Forest Fire Risk\n\nCurrently concentrated in Mediterranean areas, elevated fire risk is projected to become commonplace across southern regions and gradually extend northward by century's end.\n\n## Tools Available\n\nMétéo-France offers **Climadiag Commune**, a free public service providing localized climate projections for 2030, 2050, and 2100 at the municipal level."}]},"uuid":"9053a5a8-e17b-4e86-b42e-39154c27b26e","timestamp":"2026-06-09T17:09:09.252Z","sourceToolAssistantUUID":"205236bb-806b-4a1f-8aac-d7732b642e7b","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"a8f37e74-304c-4a84-891c-f98d165a763c","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LGSrkzKc2aCsVcnJqn8FC7","type":"tool_result","content":"I apologize, but I cannot provide a meaningful response to your question. The document you've provided appears to be a corrupted or improperly encoded PDF file containing primarily binary data and fragmented text. \n\nThe content is not legible enough to extract specific information about:\n- Climate scenarios (SSP3-7.0, RCP8.5, RCP4.5, TRACC)\n- DRIAS-2020 or Explore2 platforms\n- Temperature increase projections for France\n- Time horizons (2030/2050/2100)\n- Quantitative data on hot days or tropical nights\n\nTo answer your question accurately, I would need either:\n1. A properly encoded PDF file\n2. The original text document\n3. A working link to the source material\n\nI recommend re-uploading the document in a readable format.\n\n[Binary content (application/pdf, 4.9MB) also saved to /home/dev/.claude/projects/-opt-projects--covalba-refonte-worktrees-feat-template-dep/dcd9be2a-04f4-4328-bc4e-fc86decf0683/tool-results/webfetch-1781024946018-8nm696.pdf]"}]},"uuid":"a35d5c3b-f519-464b-926a-6881e7a55640","timestamp":"2026-06-09T17:09:09.757Z","sourceToolAssistantUUID":"a8f37e74-304c-4a84-891c-f98d165a763c","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"a35d5c3b-f519-464b-926a-6881e7a55640","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01DMn2bde5xVUD3Lq4s3Q8Ct","type":"message","role":"assistant","content":[{"type":"text","text":"Good data on regional warming differentials. Let me fetch the Carbone4 HTML article (the PDF was corrupted), the Météo-France TRACC report Part 1 PDF, and search for region-specific Climadiag/regional pages with specific hot-days numbers."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2946,"cache_read_input_tokens":45404,"cache_creation":{"ephemeral_5m_input_tokens":2946,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt49axvSEcEPdL6ziy65","attributionAgent":"general-purpose","type":"assistant","uuid":"86ea94a9-06ba-4885-9ce2-ce6a8c74c9bf","timestamp":"2026-06-09T17:09:13.208Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"86ea94a9-06ba-4885-9ce2-ce6a8c74c9bf","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01DMn2bde5xVUD3Lq4s3Q8Ct","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01E173KJFZ31Cohjt12tEw2J","name":"WebFetch","input":{"url":"https://www.carbone4.com/publication-adaptation-donnees-climatiques","prompt":"Quels scénarios sont disponibles dans DRIAS-2020 et Explore2 (RCP vs SSP)? SSP3-7.0 est-il disponible pour la France? La TRACC correspond à quel scénario? Donne les correspondances réchauffement mondial vs France et horizons 2030/2050/2100."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2946,"cache_read_input_tokens":45404,"cache_creation":{"ephemeral_5m_input_tokens":2946,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt49axvSEcEPdL6ziy65","attributionAgent":"general-purpose","type":"assistant","uuid":"e2b867b0-23de-4bc9-8443-eb825791ec4f","timestamp":"2026-06-09T17:09:15.106Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"e2b867b0-23de-4bc9-8443-eb825791ec4f","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01DMn2bde5xVUD3Lq4s3Q8Ct","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01NWKX3b2PtZEbwBGgg3tXyu","name":"WebFetch","input":{"url":"https://meteofrance.com/le-changement-climatique/quel-climat-futur-en-ile-de-france","prompt":"Donne tous les chiffres TRACC pour l'Île-de-France: hausse température 2050 et 2100, jours de forte chaleur (>30°C, >35°C) actuel vs 2050/2100, nuits tropicales (>20°C) actuel vs 2050/2100."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2946,"cache_read_input_tokens":45404,"cache_creation":{"ephemeral_5m_input_tokens":2946,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt49axvSEcEPdL6ziy65","attributionAgent":"general-purpose","type":"assistant","uuid":"3ccf7605-cc56-4001-9f9a-f147e7d8e817","timestamp":"2026-06-09T17:09:16.989Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"3ccf7605-cc56-4001-9f9a-f147e7d8e817","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01DMn2bde5xVUD3Lq4s3Q8Ct","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017fvnfrffgod3uLKYXCd23Q","name":"WebSearch","input":{"query":"Climadiag commune Météo-France nombre journées chaudes 30°C nuits tropicales 2050 2100 région PACA Occitanie"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2946,"cache_read_input_tokens":45404,"output_tokens":586,"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":2946},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":586,"cache_read_input_tokens":45404,"cache_creation_input_tokens":2946,"cache_creation":{"ephemeral_5m_input_tokens":2946,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbt49axvSEcEPdL6ziy65","attributionAgent":"general-purpose","type":"assistant","uuid":"db7703d5-e514-4a83-abc7-d253cf20b30f","timestamp":"2026-06-09T17:09:17.470Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"e2b867b0-23de-4bc9-8443-eb825791ec4f","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01E173KJFZ31Cohjt12tEw2J","type":"tool_result","content":"# Climate Data Scenarios in DRIAS and TRACC\n\n## Available Scenarios in DRIAS-2020\n\nDRIAS-2020 contains **30 regionalized simulations (mesh <12km)** covering three RCP scenarios and three future horizons from the EuroCordex program. The document does not specify which exact RCP scenarios are available, but RCP 4.5 and RCP 8.5 are discussed in the analysis.\n\n## SSP3-7.0 Availability\n\n**SSP3-7.0 is NOT available** in DRIAS-2020 for France. The publication notes: \"The projections could also approach those of SSP3-7.0, but this scenario is not available in the DRIAS2020 dataset.\"\n\n## TRACC Correspondence\n\nThe TRACC (Reference Warming Trajectory for Climate Change Adaptation) aligns most closely with **SSP2-4.5 at 2050 horizon and between SSP2-4.5 and SSP3-7.0 at end of century**. In the analysis, TRACC 2.7 is compared to RCP4.5 and RCP8.5 at 2050.\n\n## Warming Levels: Global vs. Metropolitan France\n\n| Horizon | Global | Metropolitan France (vs. 1900-1930) |\n|---------|--------|--------------------------------------|\n| 2030 | +1.5°C | +2.0°C |\n| 2050 | +2.0°C | +2.7°C |\n| 2100 | +3.0°C | +4.0°C |"}]},"uuid":"7714b23c-5052-4c09-abc6-9bad50e3e84c","timestamp":"2026-06-09T17:09:20.034Z","sourceToolAssistantUUID":"e2b867b0-23de-4bc9-8443-eb825791ec4f","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"3ccf7605-cc56-4001-9f9a-f147e7d8e817","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01NWKX3b2PtZEbwBGgg3tXyu","type":"tool_result","content":"# Projections climatiques TRACC pour l'Île-de-France\n\n## Hausse des températures\n\n**2050:** +1,9 °C en moyenne annuelle\n- Été: +2,2 à +2,4 °C selon les départements\n- Hiver: +1,6 à +1,8 °C\n\n**2100:** +3,2 °C en moyenne annuelle\n- Été: +3,6 à +3,8 °C\n- Hiver: +2,6 à +2,8 °C\n\n## Jours de très forte chaleur (>35°C)\n\n- **Actuel (1976-2005):** moins d'1 jour par an\n- **2050:** environ 4 jours par an\n- **2100:** 8,4 jours par an\n\n## Nuits chaudes (>20°C)\n\n- **Actuel:** 2 nuits par an\n- **2050:** environ 10 nuits par an\n- **2100:** environ 21 nuits par an\n\n## Note contextuelle\n\nLe document n'utilise pas la classification \">30°C\" pour les extrêmes. Les données disponibles portent sur les températures >35°C et les \"nuits chaudes\" >20°C."}]},"uuid":"696c5931-e55c-4897-8c2a-b9e2cb6d2927","timestamp":"2026-06-09T17:09:20.718Z","sourceToolAssistantUUID":"3ccf7605-cc56-4001-9f9a-f147e7d8e817","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"db7703d5-e514-4a83-abc7-d253cf20b30f","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017fvnfrffgod3uLKYXCd23Q","type":"tool_result","content":"Web search results for query: \"Climadiag commune Météo-France nombre journées chaudes 30°C nuits tropicales 2050 2100 région PACA Occitanie\"\n\nLinks: [{\"title\":\"ClimaDiag Commune : le nouvel outil de Météo-France pour identifier les évolutions climatiques dans sa commune en un clic !\",\"url\":\"https://www.adaptaville.fr/climadiag-commune-le-nouvel-outil-de-meteo-france\"},{\"title\":\"Quel climat futur dans votre région ? | Météo-France\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur-dans-votre-region\"},{\"title\":\"Climadiag Commune : aider les décideurs locaux à élaborer leur stratégie d’adaptation au changement climatique | Météo-France\",\"url\":\"https://meteofrance.com/presse/climadiag-commune-aider-les-decideurs-locaux-elaborer-leur-strategie-dadaptation\"},{\"title\":\"A l'horizon 2050, le changement climatique en Occitanie impacte tous les secteurs de la société - TOTEn Occitanie\",\"url\":\"https://toten-occitanie.fr/adaptation-au-changement-climatique-et-resilience/a-l-horizon-2050-le\"},{\"title\":\"Quel climat futur en Occitanie ? | Météo-France\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur-en-occitanie\"},{\"title\":\"Nuits tropicales, journées de forte chaleur - Dreal PACA\",\"url\":\"https://www.paca.developpement-durable.gouv.fr/IMG/pdf/climat_-_nuits_tropicales_et_journees_de_forte_chaleur.pdf\"},{\"title\":\"CLIMADIAG COMMUNE par Météo-France\",\"url\":\"https://meteofrance.com/climadiag-commune\"},{\"title\":\"Climat - Nuits tropicales, journées de forte chaleur : la population de plus en plus exposée | DREAL Provence-Alpes-Côte d'Azur\",\"url\":\"https://www.paca.developpement-durable.gouv.fr/climat-nuits-tropicales-journees-de-forte-chaleur-a15762.html\"}]\n\nVoici les résultats de votre recherche sur Climadiag commune et les projections climatiques pour les régions PACA et Occitanie :\n\n## À propos de Climadiag Commune\n\nMétéo-France met à disposition le service Climadiag Commune, en accès libre et gratuit, pour décrire les évolutions potentielles du climat et leurs impacts dans chaque commune en 2030, 2050 et 2100. Le service fournit des indicateurs de santé incluant le nombre de jours très chauds, le nombre de nuits chaudes, le nombre de jours de vagues de chaleur et le nombre de jours en vague de froid.\n\n## Projections pour la région Occitanie\n\nSelon les estimations de Météo-France, en 2050, l'Occitanie pourrait compter en moyenne 36 jours par an avec des températures supérieures à 30°C, contre 16 jours en moyenne aujourd'hui. À l'horizon 2100, il y aurait 8 fois plus de nuits chaudes (supérieures à 20 °C). La température moyenne annuelle augmenterait en Occitanie de +2,2 °C à l'horizon 2050, et de +3,5 °C à l'horizon 2100.\n\n## Projections pour la région PACA\n\nDans les prochaines décennies, 79 % de la population et 24 % du territoire seraient exposés à au moins 30 nuits tropicales durant l'été. La température moyenne observée dans la région de 1976 à 2005 était de 18,7°C et devrait passer à 20,5°C sur la période 2021-2050, soit une augmentation de 1,8°C.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"606ddee1-5673-4f0b-979c-84d314305465","timestamp":"2026-06-09T17:09:24.692Z","sourceToolAssistantUUID":"db7703d5-e514-4a83-abc7-d253cf20b30f","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"606ddee1-5673-4f0b-979c-84d314305465","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01D5jGzu7KPvBrgqiDnEPqAn","type":"message","role":"assistant","content":[{"type":"text","text":"Excellent progress. The Île-de-France page gives a clear template (annual warming, >35°C days, >20°C nights). Let me fetch the regional Météo-France pages for the remaining regions. They follow a consistent URL pattern. Let me batch the most data-rich ones."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2879,"cache_read_input_tokens":48350,"cache_creation":{"ephemeral_5m_input_tokens":2879,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4AgpvLtDiuMwkzH2Wt","attributionAgent":"general-purpose","type":"assistant","uuid":"0e01cc47-50ef-49ff-96d4-8b1b95032b91","timestamp":"2026-06-09T17:09:28.379Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
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{"parentUuid":"f1467678-45e6-4298-ab68-1e098b63b4c2","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01D5jGzu7KPvBrgqiDnEPqAn","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01E5jcUDmBSsNmtsnBHVY1cg","name":"WebFetch","input":{"url":"https://meteofrance.com/changement-climatique/quel-climat-futur-en-provence-alpes-cote-dazur","prompt":"Donne tous les chiffres TRACC pour Provence-Alpes-Côte d'Azur (PACA): hausse température annuelle 2050 et 2100, jours de forte chaleur (>30°C et >35°C) actuel vs 2050/2100, nuits chaudes/tropicales (>20°C) actuel vs 2050/2100."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2879,"cache_read_input_tokens":48350,"cache_creation":{"ephemeral_5m_input_tokens":2879,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4AgpvLtDiuMwkzH2Wt","attributionAgent":"general-purpose","type":"assistant","uuid":"07a7d193-d47b-465c-adba-720913cf16d5","timestamp":"2026-06-09T17:09:31.827Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
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{"parentUuid":"f1467678-45e6-4298-ab68-1e098b63b4c2","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015Xpj5fHyS5xSCV3Y5GY6Pe","type":"tool_result","content":"# Projections climatiques TRACC pour l'Occitanie\n\n## Hausse de température annuelle\n- **2050** : +2,2°C\n- **2100** : +3,5°C\n(Par rapport à la période de référence 1976-2005)\n\n## Jours de très forte chaleur (>35°C)\n- **Période actuelle** : Un peu plus de 1 jour/an\n- **2050** : 7,7 jours/an\n- **2100** : 17,8 jours/an\n\n## Nuits chaudes (>20°C)\n- **2050** : 5 fois plus qu'en période actuelle\n- **2100** : 8 fois plus qu'en période actuelle\n\n**Note** : Le document ne fournit pas de chiffres spécifiques pour les jours >30°C ou les nuits tropicales séparément. Les données présentées ci-dessus constituent l'ensemble des projections détaillées disponibles pour ces indicateurs thermiques extrêmes."}]},"uuid":"0cf47eab-ad5b-4675-b50c-e51242f6f3a3","timestamp":"2026-06-09T17:09:33.303Z","sourceToolAssistantUUID":"f1467678-45e6-4298-ab68-1e098b63b4c2","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"0cf47eab-ad5b-4675-b50c-e51242f6f3a3","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01D5jGzu7KPvBrgqiDnEPqAn","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LAJDCLsf2joQtrH1Hn3z5M","name":"WebFetch","input":{"url":"https://meteofrance.com/changement-climatique/quel-climat-futur-en-auvergne-rhone-alpes","prompt":"Donne tous les chiffres TRACC pour l'Auvergne-Rhône-Alpes: hausse température annuelle 2050 et 2100, jours de forte chaleur (>30°C et >35°C) actuel vs 2050/2100, nuits chaudes (>20°C) actuel vs 2050/2100."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2879,"cache_read_input_tokens":48350,"cache_creation":{"ephemeral_5m_input_tokens":2879,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4AgpvLtDiuMwkzH2Wt","attributionAgent":"general-purpose","type":"assistant","uuid":"032da0b5-36c5-4ab3-baa0-cd6ac3fb3503","timestamp":"2026-06-09T17:09:34.557Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"07a7d193-d47b-465c-adba-720913cf16d5","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01E5jcUDmBSsNmtsnBHVY1cg","type":"tool_result","content":"# Projections TRACC pour la Provence-Alpes-Côte d'Azur\n\n## Hausse des températures annuelles\n- **2050** : +2,2 °C\n- **2100** : +3,7 °C\n(par rapport à la période 1976-2005)\n\n## Jours de très forte chaleur (>35°C)\n- **Période de référence** : quasiment inexistants\n- **2050** : environ 4 jours/an\n- **2100** : environ 11 jours/an\n\n## Nuits chaudes (>20°C)\n- **Période de référence** : 4 nuits/an\n- **2050** : 23 nuits/an\n- **2100** : 48 nuits/an\n\n## Jours de sécheresse du sol\n- **Période de référence** : 101 jours\n- **2050** : 130 jours\n- **2100** : 156 jours\n\n**Note** : Le document ne fournit pas de données spécifiques pour les jours dépassant 30°C. Les projections montrent une augmentation dramatique des conditions extrêmes, particulièrement à l'horizon 2100, avec des impacts majeurs sur la gestion de l'eau et le risque d'incendies."}]},"uuid":"26110462-a2ef-4459-a676-7c0e9b0e3efa","timestamp":"2026-06-09T17:09:35.825Z","sourceToolAssistantUUID":"07a7d193-d47b-465c-adba-720913cf16d5","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"3aea1043-89af-4c7c-92c6-b7e134465c4a","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01J7Jqoaf5cp9fHpFx9JmA4v","type":"tool_result","content":"# Projections climatiques TRACC pour la Nouvelle-Aquitaine\n\n## Hausse de température annuelle\n- **2050** : +2,1 °C\n- **2100** : +3,4 °C\n(par rapport à la période 1976-2005)\n\n## Journées de très forte chaleur (>35°C)\n\n| Période | Jours/an |\n|---------|----------|\n| Référence (1976-2005) | <1 jour |\n| 2050 | ~5 jours |\n| 2100 | ~11 jours |\n\n## Nuits chaudes (>20°C)\n\n| Période | Nuits/an |\n|---------|----------|\n| Référence (1976-2005) | 4 nuits |\n| 2050 | ~19 nuits |\n| 2100 | ~34 nuits |\n\n**Note** : Le document ne fournit pas de projections spécifiques pour les journées >30°C. Les données ci-dessus représentent les seules valeurs chiffrées disponibles dans le contenu fourni pour les indicateurs de chaleur demandés."}]},"uuid":"0006da9a-ed93-4774-97b1-22f4149ec2fe","timestamp":"2026-06-09T17:09:37.187Z","sourceToolAssistantUUID":"3aea1043-89af-4c7c-92c6-b7e134465c4a","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"032da0b5-36c5-4ab3-baa0-cd6ac3fb3503","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LAJDCLsf2joQtrH1Hn3z5M","type":"tool_result","content":"# Projections climatiques TRACC pour l'Auvergne-Rhône-Alpes\n\n## Hausse de température annuelle\n- **2050** : +2,3 °C (par rapport à 1976-2005)\n- **2100** : +3,7 °C (par rapport à 1976-2005)\n\n## Jours de forte chaleur (> 35°C)\n- **Période de référence (1976-2005)** : rares\n- **2050** : environ 4 jours par an\n- **2100** : environ 10 jours par an\n\n## Nuits chaudes (> 20°C)\n- **Période de référence (1976-2005)** : environ 1 nuit par an\n- **2050** : environ 11 nuits par an\n- **2100** : environ 24 nuits par an\n\n**Note** : Le document ne fournit pas de données spécifiques pour les jours dépassant 30°C. Les projections indiquent que le réchauffement estival sera plus marqué que celui hivernal, avec des augmentations variant entre +2,5 à +2,8 °C en été pour 2050 et +4,2 à +4,8 °C pour 2100 selon les départements."}]},"uuid":"fa4bc0e2-9b68-4bd2-97d3-af6527b1da4c","timestamp":"2026-06-09T17:09:38.225Z","sourceToolAssistantUUID":"032da0b5-36c5-4ab3-baa0-cd6ac3fb3503","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"fa4bc0e2-9b68-4bd2-97d3-af6527b1da4c","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01HGGm3X82XUwmAT7QvJq538","type":"message","role":"assistant","content":[{"type":"text","text":"Strong consistent data. The Météo-France regional pages don't publish \">30°C\" days (they use >35°C \"très forte chaleur\" and >20°C \"nuits chaudes\"). Let me fetch the remaining 8 regions."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2470,"cache_read_input_tokens":51229,"cache_creation":{"ephemeral_5m_input_tokens":2470,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4Bgf2eMGXCME9QGogz","attributionAgent":"general-purpose","type":"assistant","uuid":"35190a5b-7ea4-4abe-a5eb-7f0c608711ae","timestamp":"2026-06-09T17:09:41.490Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
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{"parentUuid":"ac62432d-3da4-495f-944a-3526b38cd10b","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01HGGm3X82XUwmAT7QvJq538","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014wyCe31BULbpERbYa9UrWm","name":"WebFetch","input":{"url":"https://meteofrance.com/changement-climatique/quel-climat-futur-dans-le-grand-est","prompt":"Donne tous les chiffres TRACC pour le Grand Est: hausse température annuelle 2050 et 2100, jours de très forte chaleur (>35°C) actuel vs 2050/2100, nuits chaudes (>20°C) actuel vs 2050/2100."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2470,"cache_read_input_tokens":51229,"cache_creation":{"ephemeral_5m_input_tokens":2470,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4Bgf2eMGXCME9QGogz","attributionAgent":"general-purpose","type":"assistant","uuid":"446869cb-7373-456b-9fa6-0ad91e9a9797","timestamp":"2026-06-09T17:09:44.277Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"446869cb-7373-456b-9fa6-0ad91e9a9797","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01HGGm3X82XUwmAT7QvJq538","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01P3DyimJnURi8YFkRMTthnh","name":"WebFetch","input":{"url":"https://meteofrance.com/changement-climatique/quel-climat-futur-en-normandie","prompt":"Donne tous les chiffres TRACC pour la Normandie: hausse température annuelle 2050 et 2100, jours de très forte chaleur (>35°C) actuel vs 2050/2100, nuits chaudes (>20°C) actuel vs 2050/2100."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2470,"cache_read_input_tokens":51229,"cache_creation":{"ephemeral_5m_input_tokens":2470,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4Bgf2eMGXCME9QGogz","attributionAgent":"general-purpose","type":"assistant","uuid":"8f577db8-896a-4def-977d-c1164a5f7919","timestamp":"2026-06-09T17:09:45.476Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"8f577db8-896a-4def-977d-c1164a5f7919","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01P3DyimJnURi8YFkRMTthnh","type":"tool_result","content":"The server returned HTTP 404 Not Found.\n\nThe response body was not retrieved. If this URL requires authentication, use an authenticated tool (e.g. `gh` for GitHub, or an MCP-provided fetch tool) instead of WebFetch."}]},"uuid":"e8b02ee1-3db6-4c1c-8b91-93e91aaf82d0","timestamp":"2026-06-09T17:09:45.585Z","sourceToolAssistantUUID":"8f577db8-896a-4def-977d-c1164a5f7919","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"ac62432d-3da4-495f-944a-3526b38cd10b","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016KHsJMFWx2M5Q48oqhDiqi","type":"tool_result","content":"# Climate Projections for Hauts-de-France (TRACC)\n\n## Temperature Rise\n\n**Annual average temperature increase:**\n- 2050: +1.9°C (vs. 1976-2005 baseline)\n- 2100: +3°C (vs. 1976-2005 baseline)\n\n## Extreme Heat Days (>35°C)\n\n**Very hot days:**\n- Current period (1976-2005): \"quasiment inexistantes\" (virtually nonexistent)\n- 2050: approximately 1-2 days per year\n- 2100: approximately 3 days per year\n\n## Warm Nights (>20°C)\n\n**Nights exceeding 20°C:**\n- Current period (1976-2005): approximately 1 night per year\n- 2050: approximately 5 nights per year\n- 2100: approximately 10 nights per year\n\n## Additional Context\n\nThe projections show \"un climat plus chaud, marqué par des étés nettement plus chauds\" (a warmer climate marked by significantly hotter summers) with increased frequency of heat extremes and more contrasted seasonal precipitation patterns across the region."}]},"uuid":"7592c404-631e-49b4-a09f-c4a2a68f2284","timestamp":"2026-06-09T17:09:46.356Z","sourceToolAssistantUUID":"ac62432d-3da4-495f-944a-3526b38cd10b","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"7592c404-631e-49b4-a09f-c4a2a68f2284","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01HGGm3X82XUwmAT7QvJq538","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01BqbouKDWCUav7qHM9kmbk6","name":"WebFetch","input":{"url":"https://meteofrance.com/changement-climatique/quel-climat-futur-en-bretagne","prompt":"Donne tous les chiffres TRACC pour la Bretagne: hausse température annuelle 2050 et 2100, jours de très forte chaleur (>35°C) actuel vs 2050/2100, nuits chaudes (>20°C) actuel vs 2050/2100."},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2470,"cache_read_input_tokens":51229,"output_tokens":858,"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":2470},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":858,"cache_read_input_tokens":51229,"cache_creation_input_tokens":2470,"cache_creation":{"ephemeral_5m_input_tokens":2470,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbt4Bgf2eMGXCME9QGogz","attributionAgent":"general-purpose","type":"assistant","uuid":"c87faf9b-3a5e-4fb4-a708-d312e6e7e978","timestamp":"2026-06-09T17:09:46.694Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"446869cb-7373-456b-9fa6-0ad91e9a9797","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014wyCe31BULbpERbYa9UrWm","type":"tool_result","content":"# Projections climatiques TRACC pour le Grand Est\n\n## Hausse de température annuelle\n- **2050** : +2,1 °C\n- **2100** : +3,3 °C\n\n## Jours de très forte chaleur (>35°C)\n- **Période de référence (1976-2005)** : quasiment inexistants\n- **2050** : environ 3 jours par an en moyenne régionale\n- **2100** : 7 jours par an\n\n## Nuits chaudes (>20°C)\n- **Période de référence (1976-2005)** : 2 nuits par an\n- **2050** : 10 nuits par an (multiplication par 5)\n- **2100** : 20 nuits annuelles"}]},"uuid":"15a3ab77-1263-4213-8bd7-227ba7377373","timestamp":"2026-06-09T17:09:47.039Z","sourceToolAssistantUUID":"446869cb-7373-456b-9fa6-0ad91e9a9797","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"c87faf9b-3a5e-4fb4-a708-d312e6e7e978","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01BqbouKDWCUav7qHM9kmbk6","type":"tool_result","content":"# Projections climatiques TRACC pour la Bretagne\n\n## Hausse de température annuelle\n- **2050** : +1,8 °C\n- **2100** : +2,9 °C\n(Référence : période 1976-2005)\n\n## Jours de très forte chaleur (>35°C)\n- **Période actuelle (1976-2005)** : quasiment inexistants\n- **2050** : 1,2 jour par an en moyenne régionale\n- **2100** : 2,5 jours par an\n\n## Nuits chaudes (>20°C)\n- **Période actuelle (1976-2005)** : quasiment inexistantes\n- **2050** : environ 4 nuits par an\n- **2100** : 8 nuits annuelles\n\nCes projections montrent une accélération des phénomènes de chaleur extrême en Bretagne, particulièrement en été, doublant entre 2050 et 2100."}]},"uuid":"3c1b53c6-4ecd-4420-aabd-e6a9f4b39064","timestamp":"2026-06-09T17:09:50.171Z","sourceToolAssistantUUID":"c87faf9b-3a5e-4fb4-a708-d312e6e7e978","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"3c1b53c6-4ecd-4420-aabd-e6a9f4b39064","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01Ht9U4H6fFdDyomRg9VtCnd","type":"message","role":"assistant","content":[{"type":"text","text":"Normandy gave a 404. Let me find the correct Normandy URL and fetch the remaining regions: Pays de la Loire, Centre-Val de Loire, Bourgogne-Franche-Comté, Corse."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1927,"cache_read_input_tokens":53699,"cache_creation":{"ephemeral_5m_input_tokens":1927,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4CZkaEFR5TDg4B6JUG","attributionAgent":"general-purpose","type":"assistant","uuid":"a7459b77-77b4-4332-812e-e4e30a0ff3a9","timestamp":"2026-06-09T17:09:53.040Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"a7459b77-77b4-4332-812e-e4e30a0ff3a9","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01Ht9U4H6fFdDyomRg9VtCnd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Ht9yKC7Squ3kqaMjCeFMgi","name":"WebFetch","input":{"url":"https://meteofrance.com/changement-climatique/quel-climat-futur-en-pays-de-la-loire","prompt":"Donne tous les chiffres TRACC pour les Pays de la Loire: hausse température annuelle 2050 et 2100, jours de très forte chaleur (>35°C) actuel vs 2050/2100, nuits chaudes (>20°C) actuel vs 2050/2100."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1927,"cache_read_input_tokens":53699,"cache_creation":{"ephemeral_5m_input_tokens":1927,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4CZkaEFR5TDg4B6JUG","attributionAgent":"general-purpose","type":"assistant","uuid":"dda469d6-ee4e-4d98-a8e4-c390bc9204a9","timestamp":"2026-06-09T17:09:54.449Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"dda469d6-ee4e-4d98-a8e4-c390bc9204a9","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Ht9yKC7Squ3kqaMjCeFMgi","type":"tool_result","content":"The server returned HTTP 404 Not Found.\n\nThe response body was not retrieved. If this URL requires authentication, use an authenticated tool (e.g. `gh` for GitHub, or an MCP-provided fetch tool) instead of WebFetch."}]},"uuid":"ffdf6a01-956f-47ef-b02b-77ae34c0cfb2","timestamp":"2026-06-09T17:09:54.545Z","sourceToolAssistantUUID":"dda469d6-ee4e-4d98-a8e4-c390bc9204a9","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"ffdf6a01-956f-47ef-b02b-77ae34c0cfb2","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01Ht9U4H6fFdDyomRg9VtCnd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MKNH9CYnbc8HtV6eumnaoX","name":"WebFetch","input":{"url":"https://meteofrance.com/changement-climatique/quel-climat-futur-en-centre-val-de-loire","prompt":"Donne tous les chiffres TRACC pour le Centre-Val de Loire: hausse température annuelle 2050 et 2100, jours de très forte chaleur (>35°C) actuel vs 2050/2100, nuits chaudes (>20°C) actuel vs 2050/2100."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1927,"cache_read_input_tokens":53699,"cache_creation":{"ephemeral_5m_input_tokens":1927,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4CZkaEFR5TDg4B6JUG","attributionAgent":"general-purpose","type":"assistant","uuid":"c64c63ad-ce24-41aa-83ac-36c8434b997c","timestamp":"2026-06-09T17:09:56.336Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"c64c63ad-ce24-41aa-83ac-36c8434b997c","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01Ht9U4H6fFdDyomRg9VtCnd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01S8p3mXUYFL9orinRxMCufn","name":"WebFetch","input":{"url":"https://meteofrance.com/changement-climatique/quel-climat-futur-en-bourgogne-franche-comte","prompt":"Donne tous les chiffres TRACC pour la Bourgogne-Franche-Comté: hausse température annuelle 2050 et 2100, jours de très forte chaleur (>35°C) actuel vs 2050/2100, nuits chaudes (>20°C) actuel vs 2050/2100."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1927,"cache_read_input_tokens":53699,"cache_creation":{"ephemeral_5m_input_tokens":1927,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4CZkaEFR5TDg4B6JUG","attributionAgent":"general-purpose","type":"assistant","uuid":"8f3dd1fb-ed86-4da5-b4d1-af3c345e502c","timestamp":"2026-06-09T17:09:57.744Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"8f3dd1fb-ed86-4da5-b4d1-af3c345e502c","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01Ht9U4H6fFdDyomRg9VtCnd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LLG2RHrCTNsNycReHzhNVP","name":"WebFetch","input":{"url":"https://meteofrance.com/changement-climatique/quel-climat-futur-en-corse","prompt":"Donne tous les chiffres TRACC pour la Corse: hausse température annuelle 2050 et 2100, jours de très forte chaleur (>35°C) actuel vs 2050/2100, nuits chaudes/tropicales (>20°C) actuel vs 2050/2100."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1927,"cache_read_input_tokens":53699,"cache_creation":{"ephemeral_5m_input_tokens":1927,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4CZkaEFR5TDg4B6JUG","attributionAgent":"general-purpose","type":"assistant","uuid":"2d3fdeff-244f-4dac-95b0-a4a5560ac6d9","timestamp":"2026-06-09T17:09:58.877Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"c64c63ad-ce24-41aa-83ac-36c8434b997c","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MKNH9CYnbc8HtV6eumnaoX","type":"tool_result","content":"# Projections climatiques TRACC pour Centre-Val de Loire\n\n## Température annuelle moyenne\n- **2050** : +2°C par rapport à 1976-2005\n- **2100** : +3,3°C par rapport à 1976-2005\n\n## Journées de très forte chaleur (>35°C)\n- **Période de référence** : très rares\n- **2050** : \"plus de 4 jours par an en moyenne régionale\"\n- **2100** : \"environ 10 jours par an en moyenne régionale\"\n\n## Nuits chaudes (>20°C)\n- **Période de référence** : 3 nuits par an\n- **2050** : \"environ 13 nuits chaudes par an en moyenne\"\n- **2100** : \"environ 26 nuits par an en moyenne\"\n\nCes projections proviennent de la Trajectoire de réchauffement de référence pour l'adaptation au changement climatique (TRACC) développée par Météo-France."}]},"uuid":"111c3601-8909-42de-aa5b-e07164e0167f","timestamp":"2026-06-09T17:09:59.932Z","sourceToolAssistantUUID":"c64c63ad-ce24-41aa-83ac-36c8434b997c","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"8f3dd1fb-ed86-4da5-b4d1-af3c345e502c","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01S8p3mXUYFL9orinRxMCufn","type":"tool_result","content":"# Projections climatiques TRACC pour la Bourgogne-Franche-Comté\n\n## Augmentation de température annuelle\n- **2050** : +2,2 °C par rapport à 1976-2005\n- **2100** : +3,5 °C par rapport à 1976-2005\n\n## Jours de très forte chaleur (>35°C)\n- **Période de référence (1976-2005)** : très peu fréquents\n- **2050** : \"environ 4 jours par an\" en moyenne régionale\n- **2100** : \"environ 10 jours par an\" en moyenne régionale\n\n## Nuits chaudes (>20°C)\n- **Période de référence (1976-2005)** : seulement 2 nuits par an\n- **2050** : \"environ une douzaine de nuits chaudes par an\"\n- **2100** : \"environ 25 nuits chaudes par an\" en moyenne régionale\n\nCes projections montrent une intensification progressive des phénomènes de chaleur extrême dans la région au cours du siècle."}]},"uuid":"3044e382-ac26-4f11-8539-66e4c2cc2302","timestamp":"2026-06-09T17:10:01.563Z","sourceToolAssistantUUID":"8f3dd1fb-ed86-4da5-b4d1-af3c345e502c","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"2d3fdeff-244f-4dac-95b0-a4a5560ac6d9","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LLG2RHrCTNsNycReHzhNVP","type":"tool_result","content":"# Projections Climatiques TRACC pour la Corse\n\n## Hausse de Température Annuelle\n- **2050** : +2,1 °C (par rapport à 1976-2005)\n- **2100** : +3,5 °C (par rapport à 1976-2005)\n\n## Jours de Très Forte Chaleur (>35°C)\n- **Période de référence** : moins d'1 jour par an\n- **2050** : environ 4 jours par an\n- **2100** : environ 8 jours par an\n\n## Nuits Chaudes (>20°C)\n- **Période de référence** : quelques nuits seulement\n- **2050** : environ 10 nuits par an (hors littoral)\n- **2100** : environ 21 nuits par an en moyenne régionale (plus de 100 sur le littoral)\n\nCes données montrent une intensification significative des phénomènes de chaleur extrême en Corse au cours du siècle, avec une augmentation particulièrement marquée vers 2100."}]},"uuid":"91494f11-de96-4689-8714-7836037ef0df","timestamp":"2026-06-09T17:10:02.412Z","sourceToolAssistantUUID":"2d3fdeff-244f-4dac-95b0-a4a5560ac6d9","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"91494f11-de96-4689-8714-7836037ef0df","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01F18ERmL5ZUNLz48D65yfd7","type":"message","role":"assistant","content":[{"type":"text","text":"Two regions left (Normandy, Pays de la Loire) with 404s. Let me find their correct URLs via search."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2034,"cache_read_input_tokens":55626,"cache_creation":{"ephemeral_5m_input_tokens":2034,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4DUT7h2dQTpNpKt4Mc","attributionAgent":"general-purpose","type":"assistant","uuid":"4c92c8c3-8b3a-4cba-9e6b-ae43daef39ff","timestamp":"2026-06-09T17:10:05.164Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"4c92c8c3-8b3a-4cba-9e6b-ae43daef39ff","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01F18ERmL5ZUNLz48D65yfd7","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01DTfT9pX7Yc23HCYSGte5sN","name":"WebSearch","input":{"query":"meteofrance.com \"quel climat futur\" Normandie TRACC 2050 2100 nuits chaudes très forte chaleur"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2034,"cache_read_input_tokens":55626,"cache_creation":{"ephemeral_5m_input_tokens":2034,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4DUT7h2dQTpNpKt4Mc","attributionAgent":"general-purpose","type":"assistant","uuid":"ee3a9d9f-5308-453d-b41c-de926f3f8754","timestamp":"2026-06-09T17:10:05.626Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"ee3a9d9f-5308-453d-b41c-de926f3f8754","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01F18ERmL5ZUNLz48D65yfd7","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01WfTBVs9M6F6d3LvzEguY3e","name":"WebSearch","input":{"query":"meteofrance.com \"quel climat futur\" \"Pays de la Loire\" TRACC 2050 2100 nuits chaudes très forte chaleur"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2034,"cache_read_input_tokens":55626,"output_tokens":226,"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":2034},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":226,"cache_read_input_tokens":55626,"cache_creation_input_tokens":2034,"cache_creation":{"ephemeral_5m_input_tokens":2034,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbt4DUT7h2dQTpNpKt4Mc","attributionAgent":"general-purpose","type":"assistant","uuid":"3d1fc0cd-cd2d-4e6a-a9e0-36b038312e93","timestamp":"2026-06-09T17:10:06.215Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"ee3a9d9f-5308-453d-b41c-de926f3f8754","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01DTfT9pX7Yc23HCYSGte5sN","type":"tool_result","content":"Web search results for query: \"meteofrance.com \"quel climat futur\" Normandie TRACC 2050 2100 nuits chaudes très forte chaleur\"\n\nLinks: [{\"title\":\"Quel climat futur en Normandie ? | Météo-France\",\"url\":\"https://meteofrance.com/le-changement-climatique/quel-climat-futur-en-normandie\"},{\"title\":\"Quel climat futur dans votre région ? | Météo-France\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur-dans-votre-region\"},{\"title\":\"QUEL CLIMAT FUTUR ? METEO FRANCE\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur\"},{\"title\":\"Météo-France éclaire le climat en France jusqu’en 2100 | Météo-France\",\"url\":\"https://meteofrance.com/le-changement-climatique/quel-climat-futur/meteo-france-eclaire-le-climat-en-france-jusquen-2100\"},{\"title\":\"Le climat futur en France : à quoi s'adapter ? | Météo-France\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur/le-climat-futur-en-france\"},{\"title\":\"Les futurs du climat - Parc Naturel Régional Normandie-Maine\",\"url\":\"https://www.parc-naturel-normandie-maine.fr/futurs-du-climat.html\"},{\"title\":\"TRACC : trajectoire climatique française, +4 °C en 2100 | Réchauffement Climatique\",\"url\":\"https://www.rechauffement-climatique.com/tracc-trajectoire-climatique-france-2030-2050-2100/\"},{\"title\":\"Réchauffement climatique : quel climat en France en 2050 ? | Météo-France\",\"url\":\"https://meteofrance.com/le-changement-climatique/quel-climat-futur/rechauffement-climatique-quel-climat-en-france-en-2050\"},{\"title\":\"Climat futur en France : à quoi s’adapter ? Météo-France publie un rapport sur la variabilité, les extrêmes et les impacts climatiques | Météo-France\",\"url\":\"https://meteofrance.fr/actualite/presse/climat-futur-en-france-quoi-sadapter\"},{\"title\":\"| Météo France\",\"url\":\"https://meteofrance.com/climat/france/normandie\"}]\n\nBased on the search results from Météo-France's \"Quel climat futur\" website, here's what the projections show for Normandy under the TRACC scenario for 2050 and 2100:\n\n## Temperature Projections\n\nAccording to Météo-France projections based on TRACC, the average annual temperature in Normandy would increase by +1.8°C by 2050 and +2.9°C by 2100.\n\n## Specific Climate Changes for 2100\n\nBy 2100, temperatures would continue to rise in Normandy, with notably drier summers and warmer nights. More specifically:\n\n- **Warm Nights**: By 2100, Normandy would experience 9 annual warm nights, whereas these phenomena were nearly non-existent in the reference period 1976-2005.\n\n- **Heat Waves**: There would be 2.6 days of very intense heat (exceeding 35°C) per year by 2100, compared to virtually none historically.\n\n- **Summer Temperatures**: By 2050, summer temperatures in Normandy would increase by approximately +1.8 to +2.2°C depending on departments.\n\n## Regional Context\n\nThe warming in Normandy will nonetheless be less pronounced than at the national level.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"9a161c1f-9673-4a1b-96f5-bea2eac91734","timestamp":"2026-06-09T17:10:13.104Z","sourceToolAssistantUUID":"ee3a9d9f-5308-453d-b41c-de926f3f8754","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"3d1fc0cd-cd2d-4e6a-a9e0-36b038312e93","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WfTBVs9M6F6d3LvzEguY3e","type":"tool_result","content":"Web search results for query: \"meteofrance.com \"quel climat futur\" \"Pays de la Loire\" TRACC 2050 2100 nuits chaudes très forte chaleur\"\n\nLinks: [{\"title\":\"Quel climat futur dans les Pays de la Loire ? | Météo-France\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur-dans-les-pays-de-la-loire\"},{\"title\":\"Quel climat futur dans votre région ? | Météo-France\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur-dans-votre-region\"},{\"title\":\"Quel climat futur en Île-de-France ? | Météo-France\",\"url\":\"https://meteofrance.com/le-changement-climatique/quel-climat-futur-en-ile-de-france\"},{\"title\":\"Le climat futur en France : à quoi s'adapter ? | Météo-France\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur/le-climat-futur-en-france\"},{\"title\":\"Quel climat futur en Bretagne ? | Météo-France\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur-en-bretagne\"},{\"title\":\"Quel climat futur en Auvergne-Rhône-Alpes ? | Météo-France\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur-en-auvergne-rhone-alpes\"},{\"title\":\"Quel climat futur dans les Hauts-de-France ? | Météo-France\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur-dans-les-hauts-de-france\"},{\"title\":\"Quel climat futur en Nouvelle-Aquitaine ? | Météo-France\",\"url\":\"https://meteofrance.com/changement-climatique/quel-climat-futur-en-nouvelle-aquitaine\"},{\"title\":\"METEO PAYS DE LA LOIRE par Météo-France - Prévisions Météo gratuites à 15 jours sur toutes les villes\",\"url\":\"https://meteofrance.com/previsions-meteo-france/pays-de-la-loire/6\"}]\n\nPerfect! I found the specific Météo-France page about climate projections for the Pays de la Loire region. Here are the key findings:\n\n## Climate Projections for Pays de la Loire (TRACC 2050 and 2100)\n\n### Temperature Rise\nThe mean annual temperature in Pays de la Loire would increase by +2°C by 2050 and +3°C by 2100.\n\n### Very Hot Days\nDays with very high heat (above 35°C), which are almost non-existent in the reference period (0.5 days per year on average), would become much more frequent in Pays de la Loire, with a little over 7 days per year on average regional level.\n\n### Warm Nights\nWarm nights (above 20°C) would increase from 2 to 24 per year by 2050.\n\n### Other Changes\nLess rain in summer, milder but wetter winters, and a rising sea that increasingly erodes the exposed coastline.\n\n### Fire Risk\nApproximately 4 times more days with an elevated risk of forest fires.\n\n### Sea Level Rise\nOn the coast of Pays de la Loire, the sea level would rise significantly by 2100, on the order of +62 centimeters (median compared to 1995-2014), with a range between +50 and +81 cm according to projections.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"561dfef1-6105-4efa-a9fa-a12834da5aed","timestamp":"2026-06-09T17:10:13.315Z","sourceToolAssistantUUID":"3d1fc0cd-cd2d-4e6a-a9e0-36b038312e93","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"561dfef1-6105-4efa-a9fa-a12834da5aed","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01FYjrfTt47vRQF3q7DubD7V","type":"message","role":"assistant","content":[{"type":"text","text":"Let me fetch the Normandy and Pays de la Loire pages directly to confirm exact 2050/2100 figures, since the search summaries were partial (PdL gave \"7 days\" for very hot but mixed up which horizon, and warm nights numbers need clarification)."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2681,"cache_read_input_tokens":57660,"cache_creation":{"ephemeral_5m_input_tokens":2681,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4EGhTTsaGeX2or95Lt","attributionAgent":"general-purpose","type":"assistant","uuid":"96778c7e-1556-4f3a-b7ba-5d93f7f68392","timestamp":"2026-06-09T17:10:16.702Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"96778c7e-1556-4f3a-b7ba-5d93f7f68392","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01FYjrfTt47vRQF3q7DubD7V","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01ReS4khfKN8uof9c8wargig","name":"WebFetch","input":{"url":"https://meteofrance.com/le-changement-climatique/quel-climat-futur-en-normandie","prompt":"Donne tous les chiffres TRACC pour la Normandie: hausse température annuelle 2050 et 2100, jours de très forte chaleur (>35°C) actuel/2050/2100, nuits chaudes (>20°C) actuel/2050/2100."},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2681,"cache_read_input_tokens":57660,"cache_creation":{"ephemeral_5m_input_tokens":2681,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4EGhTTsaGeX2or95Lt","attributionAgent":"general-purpose","type":"assistant","uuid":"96321f7a-6bce-41e2-af2a-029641689681","timestamp":"2026-06-09T17:10:18.592Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"96321f7a-6bce-41e2-af2a-029641689681","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01FYjrfTt47vRQF3q7DubD7V","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Dr8y4tURTVpgJaQThLyJxj","name":"WebFetch","input":{"url":"https://meteofrance.com/changement-climatique/quel-climat-futur-dans-les-pays-de-la-loire","prompt":"Donne tous les chiffres TRACC pour les Pays de la Loire: hausse température annuelle 2050 et 2100, jours de très forte chaleur (>35°C) actuel/2050/2100, nuits chaudes (>20°C) actuel/2050/2100."},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2681,"cache_read_input_tokens":57660,"output_tokens":478,"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":2681},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":478,"cache_read_input_tokens":57660,"cache_creation_input_tokens":2681,"cache_creation":{"ephemeral_5m_input_tokens":2681,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbt4EGhTTsaGeX2or95Lt","attributionAgent":"general-purpose","type":"assistant","uuid":"3ae907f7-1437-4505-8aeb-af4a449f9acc","timestamp":"2026-06-09T17:10:19.545Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"96321f7a-6bce-41e2-af2a-029641689681","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01ReS4khfKN8uof9c8wargig","type":"tool_result","content":"# Projections climatiques TRACC pour la Normandie\n\n**Hausse de température annuelle:**\n- 2050: +1,8 °C\n- 2100: +2,9 °C\n\n**Jours de très forte chaleur (>35°C):**\n- Période de référence 1976-2005: \"quasiment inexistants\"\n- 2050: 1,3 jour par an en moyenne régionale\n- 2100: 2,6 jours par an\n\n**Nuits chaudes (>20°C):**\n- Période de référence 1976-2005: non spécifiées\n- 2050: 4 nuits par an\n- 2100: 9 nuits par an"}]},"uuid":"ec14fb93-f192-4869-b86d-54e7c0ccc780","timestamp":"2026-06-09T17:10:21.434Z","sourceToolAssistantUUID":"96321f7a-6bce-41e2-af2a-029641689681","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"3ae907f7-1437-4505-8aeb-af4a449f9acc","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Dr8y4tURTVpgJaQThLyJxj","type":"tool_result","content":"# Projections climatiques TRACC - Pays de la Loire\n\n## Hausse de température annuelle\n- **2050** : +2 °C (par rapport à 1976-2005)\n- **2100** : +3 °C (par rapport à 1976-2005)\n\n## Jours de très forte chaleur (>35°C)\n- **Période de référence (1976-2005)** : 0,5 jour/an\n- **2050** : 3,6 jours/an\n- **2100** : 7 jours/an\n\n## Nuits chaudes (>20°C)\n- **Période de référence (1976-2005)** : 2 nuits/an\n- **2050** : 12 nuits/an\n- **2100** : 24 nuits/an\n\nCes projections montrent une intensification significative des phénomènes de chaleur extrême dans la région, particulièrement à horizon 2100."}]},"uuid":"f8a7577d-27e6-4f82-92dd-6b41776a95bb","timestamp":"2026-06-09T17:10:22.746Z","sourceToolAssistantUUID":"3ae907f7-1437-4505-8aeb-af4a449f9acc","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"f8a7577d-27e6-4f82-92dd-6b41776a95bb","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_018JuQG7KcJytBVJ8XkMqxBc","type":"message","role":"assistant","content":[{"type":"text","text":"I now have all 13 regions. Let me confirm the climatic zones (H1/H2/H3) mapping from the RE2020/RT building regulation, which is a separate well-established dataset."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1018,"cache_read_input_tokens":60341,"cache_creation":{"ephemeral_5m_input_tokens":1018,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbt4Ey2c5as1U9ANFexXT","attributionAgent":"general-purpose","type":"assistant","uuid":"fc223a63-4647-47fe-9c61-d94a44431844","timestamp":"2026-06-09T17:10:25.686Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"fc223a63-4647-47fe-9c61-d94a44431844","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_018JuQG7KcJytBVJ8XkMqxBc","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01WDBQL9qvnKn2rDdvvjPHxp","name":"WebSearch","input":{"query":"zones climatiques RE2020 H1 H2 H3 liste régions départements France réglementation thermique"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1018,"cache_read_input_tokens":60341,"output_tokens":144,"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":1018},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":144,"cache_read_input_tokens":60341,"cache_creation_input_tokens":1018,"cache_creation":{"ephemeral_5m_input_tokens":1018,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbt4Ey2c5as1U9ANFexXT","attributionAgent":"general-purpose","type":"assistant","uuid":"1b855fc6-c030-4988-b386-73753a331e8f","timestamp":"2026-06-09T17:10:25.806Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"1b855fc6-c030-4988-b386-73753a331e8f","isSidechain":true,"promptId":"439d9c26-aab6-4732-8a35-e77bc0486afd","agentId":"a5fe6d71e7030b231","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WDBQL9qvnKn2rDdvvjPHxp","type":"tool_result","content":"Web search results for query: \"zones climatiques RE2020 H1 H2 H3 liste régions départements France réglementation thermique\"\n\nLinks: [{\"title\":\"Carte France zones climatiques Calcul RE 2020 construction primes CEE\",\"url\":\"https://picbleu.fr/les-articles/carte-france-zones-climatiques-calcul-re-2020-construction-primes-cee\"},{\"title\":\"Répartition des départements français en zones climatiques (H1, H2, H3) et Primes CEE | Calcul CEE\",\"url\":\"https://www.calculcee.fr/article/repartition-departements-francais-zones-climatiques/\"},{\"title\":\"Répartition des départements par zone climatique Zone climatique H1\",\"url\":\"https://www.ecologie.gouv.fr/sites/default/files/documents/La%20r%C3%A9partition%20des%20d%C3%A9partements%20par%20zone%20climatique.pdf\"},{\"title\":\"Les zones climatiques en France - H1, H2 ou H3 - Expert Bâti Conseil\",\"url\":\"https://expert-bati-conseil.fr/rt-2012-re-2020/les-zones-climatiques-en-france-h1-h2-ou-h3/\"},{\"title\":\"Zone climatique France : définition, carte et impact\",\"url\":\"https://www.hellowatt.fr/renovation/globale/zone-climatique\"},{\"title\":\"Zones climatiques re2020 : H1, H2, H3 expliquées\",\"url\":\"https://www.etude-bet.fr/news/2026/zones-climatiques-re2020.php\"},{\"title\":\"H2a H3 H1a H1b H1c H2d H2b H2c RE 2020 CARTE DES ZONES CLIMATIQUES PAR RÉGION\",\"url\":\"https://www.nrgys.fr/wp-content/uploads/2023/09/carte-zones-climatiques-re2020-nrgys.pdf\"},{\"title\":\"Les zones climatiques h1, h2 et h3 en France : dans quelle zone vous trouvez-vous ?\",\"url\":\"https://selectra.info/energie/renovation-energetique/aides/zone-climatique\"},{\"title\":\"L’importance des zones climatiques en France - Eurocombles\",\"url\":\"https://eurocombles.fr/blog/l-importance-des-zones-climatiques-en-france/\"},{\"title\":\"Zones climatiques en France : impact sur les certificats d'économies d'énergie\",\"url\":\"https://jardinage.pagesjaunes.fr/comprendre/zone-climatique\"}]\n\nVoici les résultats de votre recherche sur les zones climatiques RE2020 (H1, H2, H3) en France :\n\n## Vue d'ensemble des zones climatiques RE2020\n\nLa RE2020 s'appuie sur un découpage de la France métropolitaine en 8 zones climatiques, définies à partir des données de Météo France et codifiées dans l'arrêté du 4 août 2021. Ces zones combinent deux critères : la rigueur hivernale (H pour « Hiver », déclinée en H1, H2, H3 du plus froid au plus chaud) et des sous-critères régionaux (a, b, c, d) qui affinent le découpage à l'intérieur de chaque grande zone.\n\n## Les trois zones climatiques principales\n\n**Zone H1 :** La zone H1 délimite les territoires dans lesquels les températures hivernales sont les plus basses. Cette zone correspond aux départements de l'Est et du Nord de la France sous influence d'un climat semi-continental froid.\n\n**Zone H2 :** La zone H2 détermine les territoires dans lesquels les hivers sont plus tempérés. Cette zone comprend en outre les départements de l'Ouest de la France qui sont sous l'influence d'un climat océanique relativement doux, mais humide.\n\n**Zone H3 :** La zone H3 correspond aux territoires du pourtour méditerranéen, sous l'influence du climat méditerranéen chaud et sec.\n\n## Répartition des départements\n\nLa zone H1 inclut des départements comme l'Ain, l'Aisne, l'Allier, les Hautes-Alpes, les Ardennes, l'Aube, le Calvados, le Cantal, la Corrèze, la Côte-d'Or, la Creuse, le Doubs, l'Eure, l'Eure-et-Loir, l'Isère, le Jura, la Loire, la Haute-Loire, le Loiret, la Marne, la Haute-Marne, la Meurthe-et-Moselle, la Meuse, la Moselle, la Nièvre, le Nord, l'Oise, l'Orne, le Pas-de-Calais, le Puy-de-Dôme, le Bas-Rhin, le Haut-Rhin, le Rhône, la Haute-Saône, la Saône-et-Loire, la Savoie, la Haute-Savoie, Paris, la Seine-Maritime, la Seine-et-Marne, les Yvelines, la Somme, la Haute-Vienne, les Vosges, l'Yonne, le Territoire de Belfort, l'Essonne, les Hauts-de-Seine, la Seine-Saint-Denis, le Val-de-Marne, et le Val-d'Oise.\n\n## Impact réglementaire\n\n8 zones ont été déterminées en fonction des températures en période hivernale (H1, H2 et H3) et en fonction des températures estivales (a, b, c et d). Ces zones permettent de déterminer la valeur moyenne de consommation énergétique exigée pour le respect des normes de construction RE 2020.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"f4273df3-90c6-4a0b-84cb-a61d041d5594","timestamp":"2026-06-09T17:10:36.254Z","sourceToolAssistantUUID":"1b855fc6-c030-4988-b386-73753a331e8f","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}
{"parentUuid":"f4273df3-90c6-4a0b-84cb-a61d041d5594","isSidechain":true,"agentId":"a5fe6d71e7030b231","message":{"model":"claude-opus-4-8","id":"msg_01WR7UnvDXzWQGA6hiaggeu6","type":"message","role":"assistant","content":[{"type":"text","text":"I have everything needed. The H1/H2/H3 zoning is a winter-rigor classification at department level, so each region spans multiple zones, but a dominant one can be assigned. Let me compile the final report.\n\n---\n\n# Projections climatiques par région française — Référence \"cool roof\" SEO\n\n## Avertissement méthodologique majeur (à lire en premier)\n\n**SSP3-7.0 n'est PAS disponible en données régionalisées pour la France.** C'est le point le plus important.\n\n- Le jeu de données opérationnel français **DRIAS-2020** (Météo-France, régionalisation EURO-CORDEX / CMIP5) ne contient **que les scénarios RCP2.6, RCP4.5 et RCP8.5** — pas les SSP de CMIP6. ([Carbone4](https://www.carbone4.com/publication-adaptation-donnees-climatiques), [DRIAS](https://www.drias-climat.fr/accompagnement/sections/279))\n- Le standard réglementaire français actuel est la **TRACC** (Trajectoire de Réchauffement de référence pour l'Adaptation au Changement Climatique), inscrite au Code de l'environnement depuis janvier 2026. Elle est construite sur le jeu **Explore2 / DRIAS-2020 (base RCP8.5)**, exprimée en **niveaux de réchauffement** (et non en scénario d'émission unique). ([Météo-France](https://meteofrance.com/la-trajectoire-de-rechauffement-de-reference-pour-sadapter-au-changement-climatique), [Écologie.gouv](https://www.ecologie.gouv.fr/politiques-publiques/trajectoire-rechauffement-reference-ladaptation-changement-climatique-tracc))\n- **Positionnement de la TRACC vs SSP** (source Carbone4, analyse officielle) : la TRACC est proche de **SSP2-4.5 à l'horizon 2050**, et **entre SSP2-4.5 et SSP3-7.0 en fin de siècle**. Donc à 2100, la TRACC est l'approximation française la plus proche de SSP3-7.0, mais légèrement en-dessous.\n\n**Conséquence pour les pages SEO** : tous les chiffres régionaux ci-dessous proviennent de la **TRACC (base RCP8.5)**, pas de SSP3-7.0 stricto sensu. C'est honnête et défendable de le formuler ainsi : *« selon la trajectoire de référence TRACC de Météo-France (proche d'un SSP2-4.5 à 2050, tendant vers SSP3-7.0 en fin de siècle) »*. Ne jamais étiqueter ces chiffres « SSP3-7.0 » sur le site : ce serait factuellement faux.\n\n### Correspondance niveaux de réchauffement (TRACC)\n| Monde | France métro. (vs 1976-2005) | Horizon |\n|---|---|---|\n| +1,5 °C | +2,0 °C | 2030 |\n| +2,0 °C | +2,7 °C | 2050 |\n| +3,0 °C | +4,0 °C | 2100 |\n\n*Source : [DRIAS – Le climat futur selon la TRACC](https://www.drias-climat.fr/accompagnement/section/402)*\n\n---\n\n## (1) Tableau récapitulatif par région\n\nPériode de référence = **1976-2005**. Tous les chiffres sont **TRACC / Météo-France** (base RCP8.5), sourcés sur les pages régionales « Quel climat futur ? ».\n\n**Note importante sur l'indicateur « jours > 30°C »** : Météo-France **ne publie pas** cet indicateur dans la TRACC régionale. Les indicateurs officiels sont **« jours de très forte chaleur » (Tmax ≥ 35°C)** et **« nuits chaudes » (Tmin ≥ 20°C)**. La colonne « > 30°C » est donc presque partout **non disponible (n.d.)** — je ne l'invente pas. (Seule l'Occitanie a une donnée > 30°C trouvée via un relais régional, signalée comme telle.)\n\n| Région | ΔT 2050 | ΔT 2100 | Jours >35°C (réf → 2050 → 2100) | Nuits >20°C (réf → 2050 → 2100) | Jours >30°C | Zone régl. dominante |\n|---|---|---|---|---|---|---|\n| **Île-de-France** | +1,9 °C | +3,2 °C | <1 → ~4 → 8,4 | 2 → ~10 → ~21 | n.d. | **H1** |\n| **Hauts-de-France** | +1,9 °C | +3,0 °C | ~0 → 1-2 → ~3 | ~1 → ~5 → ~10 | n.d. | **H1** |\n| **Grand Est** | +2,1 °C | +3,3 °C | ~0 → ~3 → 7 | 2 → 10 → 20 | n.d. | **H1** |\n| **Normandie** | +1,8 °C | +2,9 °C | ~0 → 1,3 → 2,6 | n.d. → 4 → 9 | n.d. | **H1** (côte H2) |\n| **Bretagne** | +1,8 °C | +2,9 °C | ~0 → 1,2 → 2,5 | ~0 → ~4 → 8 | n.d. | **H2** |\n| **Pays de la Loire** | +2,0 °C | +3,0 °C | 0,5 → 3,6 → 7 | 2 → 12 → 24 | n.d. | **H2** |\n| **Centre-Val de Loire** | +2,0 °C | +3,3 °C | rares → ~4 → ~10 | 3 → ~13 → ~26 | n.d. | **H1** (sud H2) |\n| **Bourgogne-Franche-Comté** | +2,2 °C | +3,5 °C | rares → ~4 → ~10 | 2 → ~12 → ~25 | n.d. | **H1** |\n| **Nouvelle-Aquitaine** | +2,1 °C | +3,4 °C | <1 → ~5 → ~11 | 4 → ~19 → ~34 | n.d. | **H2** |\n| **Occitanie** | +2,2 °C | +3,5 °C | ~1 → 7,7 → 17,8 | x5 (2050) → x8 (2100) | **16 (réf) → 36 (2050)** *(via relais régional)* | **H3** (littoral) / **H1-H2** (relief) |\n| **Auvergne-Rhône-Alpes** | +2,3 °C | +3,7 °C | rares → ~4 → ~10 | ~1 → ~11 → ~24 | n.d. | **H1** |\n| **PACA** | +2,2 °C | +3,7 °C | ~0 → ~4 → ~11 | 4 → 23 → 48 | n.d. | **H3** (littoral) / **H1** (Alpes) |\n| **Corse** | +2,1 °C | +3,5 °C | <1 → ~4 → 8 | qq → ~10 (intérieur) → ~21 (moy.) / >100 littoral | n.d. | **H3** |\n\n**Repère national** : à 2100, hausse moyenne France +3,4 à +4,0 °C ; gradient SE > NO (PACA jusqu'à +4,6 °C, Normandie ~+3,3 °C selon Climadiag) ; ~10× plus de jours de vague de chaleur qu'en 1990. ([Météo-France](https://meteofrance.com/changement-climatique/quel-climat-futur-dans-votre-region))\n\n---\n\n## (2) Sources (avec URL)\n\n**Cadre scénario & TRACC**\n- DRIAS – Le climat futur selon la TRACC (indicateurs nationaux, correspondances réchauffement) : https://www.drias-climat.fr/accompagnement/section/402\n- Carbone4 – Quel jeu de données climatiques utiliser ? (confirme SSP3-7.0 absent de DRIAS-2020, positionnement TRACC vs SSP) : https://www.carbone4.com/publication-adaptation-donnees-climatiques\n- Météo-France – La trajectoire de réchauffement de référence (TRACC) : https://meteofrance.com/la-trajectoire-de-rechauffement-de-reference-pour-sadapter-au-changement-climatique\n- Écologie.gouv – TRACC (statut réglementaire) : https://www.ecologie.gouv.fr/politiques-publiques/trajectoire-rechauffement-reference-ladaptation-changement-climatique-tracc\n- DRIAS-2020 (scénarios RCP2.6/4.5/8.5, EURO-CORDEX) : https://www.drias-climat.fr/accompagnement/sections/279\n\n**Pages régionales Météo-France « Quel climat futur ? »** (source de tous les chiffres régionaux)\n- Portail régions : https://meteofrance.com/changement-climatique/quel-climat-futur-dans-votre-region\n- Île-de-France : https://meteofrance.com/le-changement-climatique/quel-climat-futur-en-ile-de-france\n- Hauts-de-France : https://meteofrance.com/changement-climatique/quel-climat-futur-dans-les-hauts-de-france\n- Grand Est : https://meteofrance.com/changement-climatique/quel-climat-futur-dans-le-grand-est\n- Normandie : https://meteofrance.com/le-changement-climatique/quel-climat-futur-en-normandie\n- Bretagne : https://meteofrance.com/changement-climatique/quel-climat-futur-en-bretagne\n- Pays de la Loire : https://meteofrance.com/changement-climatique/quel-climat-futur-dans-les-pays-de-la-loire\n- Centre-Val de Loire : https://meteofrance.com/changement-climatique/quel-climat-futur-en-centre-val-de-loire\n- Bourgogne-Franche-Comté : https://meteofrance.com/changement-climatique/quel-climat-futur-en-bourgogne-franche-comte\n- Nouvelle-Aquitaine : https://meteofrance.com/changement-climatique/quel-climat-futur-en-nouvelle-aquitaine\n- Occitanie : https://meteofrance.com/changement-climatique/quel-climat-futur-en-occitanie\n- Auvergne-Rhône-Alpes : https://meteofrance.com/changement-climatique/quel-climat-futur-en-auvergne-rhone-alpes\n- PACA : https://meteofrance.com/changement-climatique/quel-climat-futur-en-provence-alpes-cote-dazur\n- Corse : https://meteofrance.com/changement-climatique/quel-climat-futur-en-corse\n\n**Donnée Occitanie >30°C (relais régional, à re-vérifier)**\n- TOTEn Occitanie / Météo-France : https://toten-occitanie.fr/adaptation-au-changement-climatique-et-resilience/a-l-horizon-2050-le\n\n**Nuits tropicales / forte chaleur — données complémentaires**\n- Insee Première n°1918 (journées anormalement chaudes) : https://www.insee.fr/fr/statistiques/6522912\n- DREAL PACA – Nuits tropicales et journées de forte chaleur : https://www.paca.developpement-durable.gouv.fr/IMG/pdf/climat_-_nuits_tropicales_et_journees_de_forte_chaleur.pdf\n\n**Zones climatiques réglementaires (H1/H2/H3)**\n- Ministère / Écologie.gouv – Répartition des départements par zone climatique (arrêté 4 août 2021, RE2020) : https://www.ecologie.gouv.fr/sites/default/files/documents/La%20r%C3%A9partition%20des%20d%C3%A9partements%20par%20zone%20climatique.pdf\n- Calcul CEE – Répartition départements H1/H2/H3 : https://www.calculcee.fr/article/repartition-departements-francais-zones-climatiques/\n\n---\n\n## (3) Méthodologie & limites\n\n**Ce qui est solidement sourcé**\n- ΔT 2050/2100 et jours >35°C / nuits >20°C par région : **directement extraits des pages régionales officielles Météo-France**, par rapport à la référence 1976-2005. Fiabilité élevée.\n- Correspondances de réchauffement et statut de la TRACC : officiels.\n\n**Limites et points de vigilance**\n1. **Scénario** : aucun chiffre régional n'est du **SSP3-7.0 véritable**. La TRACC (base RCP8.5) est l'approximation française disponible la plus proche en fin de siècle. À 2050 elle est plutôt « SSP2-4.5 ». **Ne pas titrer les pages « SSP3-7.0 »** — préférer « trajectoire TRACC / +4°C 2100 / Météo-France ».\n2. **Jours > 30°C : indicateur quasi absent.** Météo-France raisonne en seuil ≥ 35°C (très forte chaleur) et ≥ 30°C non publié régionalement. La seule valeur > 30°C (Occitanie : 16 → 36 j) vient d'un relais régional et **devrait être re-vérifiée directement sur Climadiag** avant publication. Pour obtenir des « jours > 30°C » fiables par commune, l'outil à utiliser est **Climadiag Commune** (Météo-France, gratuit) : https://meteofrance.com/climadiag-commune\n3. **Moyennes régionales** : chaque région agrège des climats très contrastés (ex. PACA = littoral méditerranéen H3 + Alpes H1 ; Occitanie = littoral + Massif central/Pyrénées). Les chiffres « moyens régionaux » lissent des écarts forts. Pour une page locale précise, descendre à la commune (Climadiag).\n4. **Zones H1/H2/H3** : ce zonage est **réglementaire (rigueur hivernale, arrêté RE2020)**, pas climatique-projectif. La « zone dominante » indiquée est une simplification : une région peut couvrir 2-3 zones. À vérifier au département pour une page localisée. C'est néanmoins l'angle pertinent pour le cool roof (la sous-zone estivale a/b/c/d compte autant : le pourtour méditerranéen H3 et les zones H2c/H2d/H3 ont les besoins de rafraîchissement les plus forts).\n5. Quelques valeurs « réf » de nuits chaudes sont notées « quasiment inexistantes » sur les pages source (NO de la France) ; je les ai laissées telles quelles plutôt que de forcer un « 0 ».\n6. Les valeurs marquées **~** sont des arrondis présentés ainsi par Météo-France (« environ »), pas des interpolations de ma part. Les seules estimations/interpolations explicites sont les zones réglementaires « dominantes ».\n\n**Recommandation finale** : pour des pages cool roof par région, l'angle le plus robuste et vérifiable est le couple **nuits chaudes (>20°C)** + **jours de très forte chaleur (>35°C)**, horizons 2050/2100, attribués à la **TRACC Météo-France**. C'est là que les données sont les plus complètes et les plus défendables juridiquement. Compléter avec Climadiag Commune pour le niveau ville."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":2076,"cache_read_input_tokens":61359,"output_tokens":5356,"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":2076},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":5356,"cache_read_input_tokens":61359,"cache_creation_input_tokens":2076,"cache_creation":{"ephemeral_5m_input_tokens":2076,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbt4FxriZjNc4hA6APq6z","attributionAgent":"general-purpose","type":"assistant","uuid":"3983f51d-e377-4e22-838f-8da9a2012864","timestamp":"2026-06-09T17:11:40.783Z","userType":"external","entrypoint":"cli","cwd":"/opt/projects/.covalba-refonte-worktrees/feat-template-dep","sessionId":"dcd9be2a-04f4-4328-bc4e-fc86decf0683","version":"2.1.169","gitBranch":"feat/template-dep"}