⚡ Swarm Architecture

Claude activity digest — last 14d

📅 Published August 12, 2026 ⏱️ 37 min read 🔬 Peer Verified

# Claude activity digest — last 14d _generated 2026-06-02T10:08:48 · 36 sessions_

Deliverables (window)

  • Files touched: 129
  • DB tables created: account_scores, community_product_offer, competitor_news, eloqua_campaign_map, eloqua_responder_bridge, eloqua_responder_family_pairs, eloqua_responder_world_pairs, hubspot_downstream_funnel, product_family_taxonomy, prospect_outreach_queue, prospect_scores, prospect_tiers, sap_order_code_labels, segment_family_appetence, skips, wf_test_variants
  • Exports: .xlsx, 05.09.2025.xlsx, 12.09.2025.xlsx, 17.09.2025.xlsx, 20260427_montage_mobilier_2026.xlsx, 2026_02.20.xlsx, 24.09.2025.xlsx, Analyse_promoP1.xlsx, Backlog.xlsx, Requirements.xlsx, _d90_ALL.xlsx, abandoned_cart_clickers_no_purchase_2026-05-27_12-01-05.xlsx, backlog.xlsx, cohort-export.xlsx, cohort.xlsx, dd.mm.yyyy.xlsx, eloqua_responder_priority_lyreco_353_profile_responder_2026_04_29_2026-05-13.xlsx, fr_epi_whitespace_FR_2026-05-29.xlsx, fr_epi_whitespace_FR_2026-06-01.xlsx, fr_new.xlsx, gb_eloqua_email.xlsx, leadgen_backlog.xlsx, lyreco_353_profile_responder_2026_04_29.xlsx, marketing_furniture_skus_20260430_1412.xlsx, marketing_furniture_skus_FR_20260430_1644.xlsx, marketing_furniture_skus_FR_20260430_1729.xlsx, marketing_furniture_skus_FR_668montage_20260430_1729.xlsx, montage.xlsx, pending_cart_deep_dive_2026-06-01.xlsx, pendingbasket_full_analysis_2026-06-01_08-50-38.xlsx, prospect_intelligence_hub_2026-05-13.xlsx, prospect_intelligence_hub_2026-05-15.xlsx, prospect_lookalike_2026-05-18.xlsx, prospect_lookalike_2026-05-22.xlsx, prospect_sector_rollup_GB_2026-05-28.xlsx, wfb.xlsx, wfb_ingest.xlsx
  • Dashboard panels: _account_explorer, _approvals, _ask_claude, _ask_claude_feedback, _ask_claude_history, _ask_claude_pending, _ask_claude_result, _ask_claude_reviews, _backlog, _campaigns, _catalog_browser, _chat_oversight, _claude_activity, _cohort_builder, _cohort_comparison, _communities, _coop, _cross_family_baskets, _customer_pulse, _customer_scores, _data_health, _data_intelligence, _email_attribution, _family_appetence, _friction, _front, _fundamentals, _funnel_analyzer, _ga4, _hubspot_campaigns, _inbox, _journey, _journey_analyzer, _journey_drill, _journey_explorer, _lost_demand_oos, _lyreco, _news, _opportunities, _path_mining, _path_mining_drill, _peer_contagion, _popup_tests, _product_offer, _promote_form, _prospect_list, _prospect_outreach, _prospect_tiers, _recommendations, _report_detail, _reports, _role_cohort_front, _sales_rep_portfolio, _sales_reps, _search_blackholes, _search_trend, _sectors, _segment_drilldown, _segments, _sku_explorer, _stage_transitions, _unfulfilled_orders, _view_no_buy, _wf_backlog, _wise_onboarding, _wise_reactivation, home
  • PRs/commits: pr create, pr diff, pr list, pr merge, pr view
  • Pipeline runs: python -m scripts.daily_refresh, python -m scripts.foo, python -m scripts.refresh_cross_family_baskets, python -m scripts.refresh_prospect_intelligence_hub, python -m workers.X, python -m workers.community_match_soft, python -m workers.compute_stage_transitions, python -m workers.compute_timeline, python -m workers.compute_user_role_profiles, python -m workers.ingest_coop_campaigns, python -m workers.ingest_web_funnel_backlog, python -m workers.score_calculator, python.exe -m scripts.claude_activity_watcher, python.exe -m scripts.daily_refresh, python.exe -m scripts.export_eloqua_campaign_priority, python.exe -m scripts.export_eloqua_responder_priority, python.exe -m scripts.export_fr_1_4_checkout_analysis, python.exe -m scripts.export_fr_product_sales_rollup, python.exe -m scripts.export_funnel_leakage, python.exe -m scripts.export_pending_cart_report, python.exe -m scripts.export_prospect_lookalike, python.exe -m scripts.lyreco_uk_competitor_tracker, python.exe -m scripts.measure_basket_size_distribution, python.exe -m scripts.measure_basket_world_spread, python.exe -m scripts.measure_pgd_quadruplets, python.exe -m scripts.oracle_smoke_test, python.exe -m scripts.refresh_cross_family_baskets, python.exe -m scripts.refresh_prospect_intelligence_hub, python.exe -m scripts.send_mesh_dm, python.exe -m scripts.watch_mesh_dms, python.exe -m workers.check_compression_progress, python.exe -m workers.community_match_soft, python.exe -m workers.community_semantic_labels, python.exe -m workers.companies_house_enrich, python.exe -m workers.companies_house_enrich_cro, python.exe -m workers.compute_account_scores, python.exe -m workers.compute_alignment, python.exe -m workers.compute_community_product_offer, python.exe -m workers.compute_paths, python.exe -m workers.compute_prospect_outreach, python.exe -m workers.compute_prospect_tiers, python.exe -m workers.compute_recommendations, python.exe -m workers.compute_role_cohort_front, python.exe -m workers.compute_segment_family_appetence, python.exe -m workers.compute_stage_transitions, python.exe -m workers.compute_timeline, python.exe -m workers.compute_user_role_profiles, python.exe -m workers.compute_wf_kpis, python.exe -m workers.compute_wise_funnel_exits, python.exe -m workers.compute_wise_onboarding_cohort, python.exe -m workers.compute_wise_reactivation, python.exe -m workers.ecom_ingest, python.exe -m workers.enable_timescale_compression, python.exe -m workers.export_marketing_skus, python.exe -m workers.fmp_listed_companies_pull, python.exe -m workers.fundamentals_refresh, python.exe -m workers.ingest_fr_backlog_v2, python.exe -m workers.ingest_leadgen_backlog, python.exe -m workers.ingest_popup_tests, python.exe -m workers.ingest_survey, python.exe -m workers.ingest_web_funnel_backlog, python.exe -m workers.journey_compute, python.exe -m workers.label_communities, python.exe -m workers.load_neo4j_bought_together, python.exe -m workers.load_neo4j_partner_graph, python.exe -m workers.news_refresh, python.exe -m workers.oracle_bvd_company_pull, python.exe -m workers.oracle_bvd_payer_pull, python.exe -m workers.oracle_campaign_pull, python.exe -m workers.oracle_eloqua_pull, python.exe -m workers.oracle_eloqua_results_pull, python.exe -m workers.oracle_ga4_action_pull, python.exe -m workers.oracle_ga4_pages_pull, python.exe -m workers.oracle_ga4_products_pull, python.exe -m workers.oracle_ga4_pull, python.exe -m workers.oracle_ga4_searches_pull, python.exe -m workers.oracle_invoice_lines_pull, python.exe -m workers.oracle_invoice_pull, python.exe -m workers.oracle_login_bridge, python.exe -m workers.oracle_order_lines_pull, python.exe -m workers.oracle_products_pull, python.exe -m workers.oracle_sales_reps_pull, python.exe -m workers.oracle_stock_pull, python.exe -m workers.oracle_usfa_partner_pull, python.exe -m workers.recompute_rfm_churn, python.exe -m workers.rollup_eloqua_campaigns, python.exe -m workers.segment_accounts, python.exe -m workers.snapshot_current_segments, python.exe -m workers.sync_hubspot_campaigns, python.exe -m workers.sync_hubspot_contacts, python.exe -m workers.sync_hubspot_onboarding_submissions

Sessions

2026-06-01 11:07 → 08:08 9261159b (13 prompts, 57 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×6, Read×4, Skill×2, Grep×2, PowerShell×2, AskUserQuestion×2
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] Avec ce fichier imports/marie/Datas_pour_produits_associes.csv, je souhaite qu'on améliore la vision product (Cross-Family Baskets) , afin de chercher des correspondances via les produits et no 2. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\brainstorming # Brainstorming Ideas Into Designs Help turn ideas into fully formed designs and specs through natural 3. Continue from where you left off. 4. je veux 1. Découvrir le cross-sell sous-exploité (le plus fort métier) — l'IA déduit les compléments fonctionnels depuis le titre produit (souris→piles, chaussures→lacets, imprimante→cartouche), puis on croise avec les règles de ven 5. Continue from where you left off. 6. on part sur A — Typage fonctionnel → graphe de compléments par type → croisement ventes ⭐ (recommandé) oui 7. Continue from where you left off. 8. on part sur A — Typage fonctionnel → graphe de compléments par type → croisement ventes ⭐ (recommandé) oui 9. Continue from where you left off. 10. oui ca me convient 11. Continue from where you left off. 12. on lance les writing plan 13. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\writing-plans # Writing Plans ## Overview Write comprehensive implementation plans assuming the engineer has zero co

2026-06-01 10:37 → 08:08 036cbc58 (17 prompts, 126 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×29, Edit×8, Read×4, Write×2
  • pipelines: python.exe -m scripts.export_fr_1_4_checkout_analysis, python.exe -m workers.compute_wf_kpis
  • prompts:
1. # Carry-over note — Lyréco · "met à jour la campagne 1.4 avec les données" ## Task Pierre asked (franglais): "met à jour la campagne 1.4 avec les données" — update campaign/initiative 1.4 with the data. This is a NEW task, unrelated to 2. Continue from where you left off. 3. je veux (a) Tu veux analyser la vraie FR 1.4 = la review du copy checkout (étape 4 du funnel, owner Marie). C'est faisable, mais il n'y a aucun KPI défini ni baseline pour l'instant — il faudrait décider quelles métriques mesurer (ex. taux 4. Continue from where you left off. 5. go A+B+C oui 6. Continue from where you left off. 7. Summarise our conversation so far into a compact carry-over note: preserve the key context, decisions, facts, and what we're working on; drop small talk. Write it as durable notes for future turns, not a chat reply. 8. Continue from where you left off. 9. je veux un excel et sur (a), mais cette analyse ne doit pas reposer sur d'anciennes ventes ou futur. 10. Continue from where you left off. 11. quelle est la réponse à ce besoin ? 12. Continue from where you left off. 13. oui je confirme 14. Continue from where you left off. 15. L'analyse doit porter d'une part sur le fichier imports/marie/Datas_pour_produits_associes.csv afin de déterminer les meilleurs produits qu'un user puisse acheter en plus 16. Continue from where you left off. 17. on est ou sur ce sujet ?

2026-04-14 12:44 → 07:09 f86b84a3 (279 prompts, 1856 replies)

branch claude/init-session-5UfJK · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×352, Edit×160, Read×101, Write×101, TaskUpdate×40, TodoWrite×26
  • pipelines: python -m scripts.foo, python -m workers.ingest_coop_campaigns, python -m workers.score_calculator, python.exe -m scripts.claude_activity_watcher, python.exe -m scripts.export_pending_cart_report, python.exe -m scripts.lyreco_uk_competitor_tracker, python.exe -m scripts.send_mesh_dm, python.exe -m workers.companies_house_enrich, python.exe -m workers.fmp_listed_companies_pull, python.exe -m workers.fundamentals_refresh, python.exe -m workers.news_refresh
  • shipped: tables[competitor_news, skips] · exports[05.09.2025.xlsx, 12.09.2025.xlsx, 17.09.2025.xlsx, 24.09.2025.xlsx, Requirements.xlsx, dd.mm.yyyy.xlsx, pending_cart_deep_dive_2026-06-01.xlsx, prospect_intelligence_hub_2026-05-15.xlsx] · panels[_backlog, _communities, _coop, _friction, _front, _fundamentals, _news, _peer_contagion, _sectors, _wise_onboarding, home] · pr create
  • prompts:
1. hello CLaude Code, my ultimate partner in crime and creation of crazy applications. 2. read through the project md files and structure 3. I got PDF to give you how can I do that? 4. pull on main you should have this file "profil_brain_decoding.pdf" 5. Stop hook feedback: [~/.claude/stop-hook-git-check.sh]: There are uncommitted changes in the repository. Please commit and push these changes to the remote branch. Do not create a pull request unless the user has explicitly asked for one. 6. Do read it, that was given to me from the behavioral web funnel team 7. I want A and B actually. I would like to add that we have "fixed" target roles model but I still want to be able to generate clustering segments or profils that would or would not fit predefined group. These communities would need to be i 8. absolutely 9. Continue from where you left off. 10. can we redo this task because it keeps crashing 11. maybe send it to an agent 12. ae93e5f12c9dbe8d9 toolu_01Kk2eMbRhARhtjuWDvxtT6v /tmp/claude-0/-home-user-lead-contagion-project/ec5c3135-0546-4cf1-a9c0-889ba0e90dc0/tasks/ae93e5f12c9dbe8d9.out 13. that API error is killing us 14. once your done, do a browse on the UK website, and gather information on customer journeys and layouts with call to actions. Might require that you follow in parallel the GTM script tagguing sequence. https://www.lyreco.com/webshop/ENEN/in 15. oh man let me connect the internet from my phone 16. here you go try everything again in order 17. are you there mate? 18. nice seems to work now, no firewall on my phone 19. so still no working, seriously 20. even on my mobile phone /btw don't hesitate to remove screen shots from our sessions not too store too many files 21. Continue from where you left off. 22. still not working, lovely, what now, agents failed? everything fails? reset session? 23. Continue from where you left off. 24. API error 25. API error API error it's a timeout on the last action we tried, I don't even remember what it was 26. yes I like your suggestion 27. good job dude/dudess/dudit 28. Now sources are gonna be diverse, Google analytics (through Big Query), HubStop, Allequa (email campaign), SalesFroce Google marketing data from ads, seo, SEa and much more. 29. I haven't set up the environement yet, need to get my hands on a VM at Lyreco they run an on premise Infrascturcture. 30. All pull main, you will have a bunch of document to get proper context from Lyreco 31. Stop hook feedback: [~/.claude/stop-hook-git-check.sh]: There are uncommitted changes in the repository. Please commit and push these changes to the remote branch. Do not create a pull request unless the user has explicitly asked for one. 32. sure dudit do it 33. Well i want to get macro level data on the sector that Lyreco shares with its competitors so that we can measure thresholds and get economic data to have a same kinda causal ai model As we have with a corrgan. Do you know of source if data 34. Yes it dies dudit 35. « for now » its uk and france 36. Pause for now i’ll be more available in an hour. 37. I pushed new docs to main dudit 38. Stop hook feedback: [~/.claude/stop-hook-git-check.sh]: There are uncommitted changes in the repository. Please commit and push these changes to the remote branch. Do not create a pull request unless the user has explicitly asked for one. 39. The use hubspot and that thong has API so we could start with that and macro stuff tomorrow and we’ll build in on my computer. 40. Ok with your plan … +211 more

2026-05-29 11:48 → 11:05 fdaa885f (39 prompts, 378 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×44, Edit×41, Read×35, Grep×12, Agent×5, Write×4
  • shipped: exports[fr_epi_whitespace_FR_2026-05-29.xlsx, fr_epi_whitespace_FR_2026-06-01.xlsx]
  • prompts:
1. # Carry-over notes — Lyréco · prospect sector rollup + A/B cold-email ## Env / how to work - Repo: C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco, branch feat/basket-bundle-rules. Windows, PowerShell + Bash. - DBs: P 2. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\brainstorming # Brainstorming Ideas Into Designs Help turn ideas into fully formed designs and specs through natural 3. Continue from where you left off. 4. on n'a pas de code SIC pour la France ? Sinon je ne veux que W1 pour l'instant 5. Continue from where you left off. 6. ok et à l'aveugle 7. Continue from where you left off. 8. excel ok, seuils ok, je veux un ytd (donc janvier 2026 à maintenant) et score opportunité ok 9. Continue from where you left off. 10. la b 11. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\writing-plans # Writing Plans ## Overview Write comprehensive implementation plans assuming the engineer has zero co 12. Continue from where you left off. 13. la 1 et go 14. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\subagent-driven-development # Subagent-Driven Development Execute plan by dispatching fresh subagent per task, with t 15. Continue from where you left off. 16. Summarise our conversation so far into a compact carry-over note: preserve the key context, decisions, facts, and what we're working on; drop small talk. Write it as durable notes for future turns, not a chat reply. 17. Continue from where you left off. 18. Voici ou on s'est arrêté : 'Voilà — tâches 1–8 livrées, revues, polies, commitées. Mémoire durable à jour. Il reste la Tâche 9 (validation live) — pour toi quand tu démarres Docker Quand les conteneurs tournent, lance : docker compose up 19. je t'autorise avec la 9 20. Continue from where you left off. 21. on est ou sur ce sujet de workwear ? 22. Continue from where you left off. 23. Quel est le reste à faire sur load_digital_behaviour ? Sur la product référence, voici ce que j'ai trouvé dans le code source ->

2026-06-01 08:37 → 08:42 55e54779 (3 prompts, 43 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×9, Grep×5, Read×2, Glob×1
  • pipelines: python.exe -m workers.ingest_popup_tests
  • prompts:
1. # Carry-over notes — Lyréco · FR EPI "white space" study ## Task (from Pierre, franglais) KPI = time-to-purchase + conversion rate (CR) in workwear. Study FR transactional data (clients + secteur): frequency × avg basket (incl. #SKU); 2. Continue from where you left off. 3. Summarise our conversation so far into a compact carry-over note: preserve the key context, decisions, facts, and what we're working on; drop small talk. Write it as durable notes for future turns, not a chat reply.

2026-05-31 22:39 → 07:25 8a0dda2a (9 prompts, 11 replies)

branch HEAD · cwd C:\Users\piesamso1
  • tools: —
  • prompts:
1. oh it worked 2. yjr swarph-cli fix for terminal windows 3. Continue from where you left off. 4. looks like it worked 5. you are workstation-lc? 6. you run the lead-contagion platform?

2026-04-28 15:37 → 07:23 4a9d5822 (1035 prompts, 9744 replies)

branch HEAD · cwd C:\Users\piesamso1
  • tools: Bash×1805, Edit×769, Read×369, PowerShell×315, Write×273, TaskUpdate×228
  • pipelines: python -m scripts.daily_refresh, python -m scripts.refresh_cross_family_baskets, python -m scripts.refresh_prospect_intelligence_hub, python -m workers.X, python -m workers.community_match_soft, python -m workers.compute_stage_transitions, python -m workers.compute_timeline, python -m workers.compute_user_role_profiles, python -m workers.ingest_web_funnel_backlog, python.exe -m scripts.daily_refresh, python.exe -m scripts.export_eloqua_campaign_priority, python.exe -m scripts.export_eloqua_responder_priority, python.exe -m scripts.export_funnel_leakage, python.exe -m scripts.export_pending_cart_report, python.exe -m scripts.export_prospect_lookalike, python.exe -m scripts.oracle_smoke_test, python.exe -m scripts.refresh_cross_family_baskets, python.exe -m scripts.refresh_prospect_intelligence_hub, python.exe -m scripts.send_mesh_dm, python.exe -m scripts.watch_mesh_dms, python.exe -m workers.check_compression_progress, python.exe -m workers.community_match_soft, python.exe -m workers.community_semantic_labels, python.exe -m workers.companies_house_enrich_cro, python.exe -m workers.compute_account_scores, python.exe -m workers.compute_alignment, python.exe -m workers.compute_community_product_offer, python.exe -m workers.compute_paths, python.exe -m workers.compute_prospect_outreach, python.exe -m workers.compute_prospect_tiers, python.exe -m workers.compute_recommendations, python.exe -m workers.compute_role_cohort_front, python.exe -m workers.compute_segment_family_appetence, python.exe -m workers.compute_stage_transitions, python.exe -m workers.compute_timeline, python.exe -m workers.compute_user_role_profiles, python.exe -m workers.compute_wf_kpis, python.exe -m workers.compute_wise_funnel_exits, python.exe -m workers.compute_wise_onboarding_cohort, python.exe -m workers.compute_wise_reactivation, python.exe -m workers.ecom_ingest, python.exe -m workers.enable_timescale_compression, python.exe -m workers.export_marketing_skus, python.exe -m workers.ingest_fr_backlog_v2, python.exe -m workers.ingest_leadgen_backlog, python.exe -m workers.ingest_popup_tests, python.exe -m workers.ingest_survey, python.exe -m workers.ingest_web_funnel_backlog, python.exe -m workers.journey_compute, python.exe -m workers.label_communities, python.exe -m workers.load_neo4j_bought_together, python.exe -m workers.load_neo4j_partner_graph, python.exe -m workers.oracle_bvd_company_pull, python.exe -m workers.oracle_bvd_payer_pull, python.exe -m workers.oracle_campaign_pull, python.exe -m workers.oracle_eloqua_pull, python.exe -m workers.oracle_eloqua_results_pull, python.exe -m workers.oracle_ga4_action_pull, python.exe -m workers.oracle_ga4_pages_pull, python.exe -m workers.oracle_ga4_products_pull, python.exe -m workers.oracle_ga4_pull, python.exe -m workers.oracle_ga4_searches_pull, python.exe -m workers.oracle_invoice_lines_pull, python.exe -m workers.oracle_invoice_pull, python.exe -m workers.oracle_login_bridge, python.exe -m workers.oracle_order_lines_pull, python.exe -m workers.oracle_products_pull, python.exe -m workers.oracle_sales_reps_pull, python.exe -m workers.oracle_stock_pull, python.exe -m workers.oracle_usfa_partner_pull, python.exe -m workers.recompute_rfm_churn, python.exe -m workers.rollup_eloqua_campaigns, python.exe -m workers.segment_accounts, python.exe -m workers.snapshot_current_segments, python.exe -m workers.sync_hubspot_campaigns, python.exe -m workers.sync_hubspot_contacts, python.exe -m workers.sync_hubspot_onboarding_submissions
  • shipped: tables[account_scores, community_product_offer, eloqua_campaign_map, eloqua_responder_bridge, eloqua_responder_family_pairs, eloqua_responder_world_pairs, hubspot_downstream_funnel, product_family_taxonomy, prospect_outreach_queue, prospect_scores, prospect_tiers, sap_order_code_labels, segment_family_appetence, wf_test_variants] · exports[.xlsx, 20260427_montage_mobilier_2026.xlsx, 2026_02.20.xlsx, Analyse_promoP1.xlsx, Backlog.xlsx, Requirements.xlsx, backlog.xlsx, cohort-export.xlsx, cohort.xlsx, eloqua_responder_priority_lyreco_353_profile_responder_2026_04_29_2026-05-13.xlsx, fr_new.xlsx, gb_eloqua_email.xlsx, leadgen_backlog.xlsx, lyreco_353_profile_responder_2026_04_29.xlsx, marketing_furniture_skus_20260430_1412.xlsx, marketing_furniture_skus_FR_20260430_1644.xlsx, marketing_furniture_skus_FR_20260430_1729.xlsx, marketing_furniture_skus_FR_668montage_20260430_1729.xlsx, montage.xlsx, prospect_intelligence_hub_2026-05-13.xlsx, prospect_lookalike_2026-05-18.xlsx, prospect_lookalike_2026-05-22.xlsx, wfb.xlsx, wfb_ingest.xlsx] · panels[_account_explorer, _approvals, _ask_claude, _ask_claude_feedback, _ask_claude_history, _ask_claude_pending, _ask_claude_result, _ask_claude_reviews, _campaigns, _catalog_browser, _chat_oversight, _claude_activity, _cohort_builder, _cohort_comparison, _communities, _customer_pulse, _customer_scores, _data_health, _data_intelligence, _email_attribution, _family_appetence, _funnel_analyzer, _ga4, _hubspot_campaigns, _inbox, _journey, _journey_analyzer, _journey_drill, _journey_explorer, _lost_demand_oos, _lyreco, _opportunities, _path_mining, _path_mining_drill, _popup_tests, _product_offer, _promote_form, _prospect_list, _prospect_outreach, _prospect_tiers, _recommendations, _report_detail, _reports, _role_cohort_front, _sales_rep_portfolio, _sales_reps, _search_blackholes, _search_trend, _segment_drilldown, _segments, _sku_explorer, _stage_transitions, _unfulfilled_orders, _view_no_buy, _wf_backlog, _wise_onboarding, _wise_reactivation, home] · pr create, pr diff, pr list, pr merge, pr view
  • prompts:
1. hey man, I need to add ssh public keys fopr authorization on this computer 2. do you have the claude-service installed on windows? 3. but not the git hub repo from darw007d called claude-service, it's ran from ubuntu I think 4. cd to cd "C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau" 5. lyréco 6. this is my local directory with the repo 7. Well have yo uread the MD files 8. You are continuing work on the Lead Contagion project at /path/to/lead-contagion-project (adjust path). Read CLAUDE.md for full project context. ## Current State - Branch: claude/init-session-5UfJK (also pushed to main at c06e0dd) - 3-tier 9. how to check if docker is installed 10. Get-Service com.docker.service 11. Get-Service com.docker.service 12. /usr/bin/bash: line 1: Get-Service: command not found 13. Get-Process 'Docker Desktop' -ErrorAction SilentlyContinue 14. /usr/bin/bash: line 1: Get-Process: command not found 15. service launched 16. france is being delivered right now, should be done soon 17. I think frenchy data set is big, considering its a french company 18. delivered starts with france_ 19. which other datasets would be useful? 20. you can run 6 in the meantime 21. I have oracle jar drivers and tsn names to connect to oracle DB for these extracts, is it conceavable that we use these to connect to the DB directly? 22. it does have usefull information, but I put what you need in the .env 23. go 24. yes of course 25. indeed you should 26. ok 27. [Request interrupted by user] 28. lets keep going with sales reps and the dashboard 29. table starting with T_GA are Google analytics 30. What about google analytics table T_GA* 31. might need to boot up timescaledb also for timeline specific session data 32. Check the background GA4 pull progress: read C:\Users\PIESAM~1\AppData\Local\Temp\claude\C--Users-piesamso1\b5d311ed-f9de-4028-ae09-5f01e35db579\tasks\ba2144qum.output and query the ga4_sessions / ga4_transactions row counts in Postgres to 33. Check the running GA4 pull (background task brw9zlb8f) at output file C:\Users\PIESAM~1\AppData\Local\Temp\claude\C--Users-piesamso1\b5d311ed-f9de-4028-ae09-5f01e35db579\tasks\brw9zlb8f.output and the TimescaleDB row counts (docker exec lc- 34. brw9zlb8f toolu_01NsuzV1YnGdugxb62SUSvY6 C:\Users\PIESAM~1\AppData\Local\Temp\claude\C--Users-piesamso1\b5d311ed-f9de-4028-ae09-5f01e35db579\tasks\brw9zlb8f.outp 35. but having multiple users on same Business acount (B2B webshop) means we have many profile within the client company 36. The GA4 pull (task brw9zlb8f) should now be complete. Read the output file C:\Users\PIESAM~1\AppData\Local\Temp\claude\C--Users-piesamso1\b5d311ed-f9de-4028-ae09-5f01e35db579\tasks\brw9zlb8f.output (last 30 lines), confirm completion, then 37. login bridge then journey, makes more sense 38. reconnected the vpn 39. this still going? hang? 40. b5gz39lx0 toolu_01963MR2czzLs8KX5pKvWbsE C:\Users\PIESAM~1\AppData\Local\Temp\claude\C--Users-piesamso1\b5d311ed-f9de-4028-ae09-5f01e35db579\tasks\b5gz39lx0.outp … +842 more

2026-05-27 09:54 → 07:21 e05daa75 (38 prompts, 209 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Read×29, Bash×23, Grep×8, Edit×8, Write×3, Glob×2
  • pipelines: python.exe -m workers.compute_timeline, python.exe -m workers.oracle_campaign_pull
  • shipped: exports[abandoned_cart_clickers_no_purchase_2026-05-27_12-01-05.xlsx, pendingbasket_full_analysis_2026-06-01_08-50-38.xlsx]
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] Identifie les clients qui ont CLIQUÉ sur un email de relance de panier abandonné mais qui n'ont PAS acheté ensuite. Bases : timescale (:5434, customer_timeline) et postgres (:5433, ecom_users, 2. bl1urta1p toolu_01MHbeVFUzSP3mrjEZExvkmB C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\e05daa75-2495-4e4f-8463-fd3a5b695d8f\ 3. Continue from where you left off. 4. je souhaite qu'on refasse cette analyse seulement pour l'initiative pending cart 5. bfjbj0wq2 toolu_01Xt2AqgLPtiV6wioFN1kEoQ C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\18139dc0-cf1a-4b7a-999a-38a63fef19a1\ 6. bh73wqgm3 toolu_01BykFMa1DhpcJ7CuWWkUGtn C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\18139dc0-cf1a-4b7a-999a-38a63fef19a1\ 7. Continue from where you left off. 8. je souhaite que l'on fasse une ré ingestion pour avoir les dernières données 9. bbmsmcwo1 toolu_01Xx3YoS54X6d1bhYP8SYPUD C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\3556b5fb-7a36-4fe9-bded-8cad6495d70f\ 10. bckwpbvyy toolu_01RzJuczEP8aPvkR8fewuqHj C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\3556b5fb-7a36-4fe9-bded-8cad6495d70f\ 11. Continue from where you left off. 12. tu peux me dire si on a la data ? 13. bw3wvpy38 toolu_016GTW1MXVLbdx4E98EJoqua C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\ebddc750-2223-4b77-904e-d277305a596d\ 14. Continue from where you left off. 15. go 16. b5i8rd6r4 toolu_01QKWio754WMLQ5yfWtXTGPb C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\66959892-6fb0-4aae-9c01-a2404faaad52\ 17. bi7meqtv4 toolu_019XcdRhFb3Fox3qKrtWhx8z C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\66959892-6fb0-4aae-9c01-a2404faaad52\ 18. bhm1vtytj toolu_012y93KsioVMqqPpdWayK5dR C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\66959892-6fb0-4aae-9c01-a2404faaad52\ 19. b7x2oaf9h toolu_01C58SizuXgfxVwyJnfsdU38 C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\66959892-6fb0-4aae-9c01-a2404faaad52\ 20. blzgusujs toolu_01G4hkXoVCF2KSw64kZa4LeV C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\66959892-6fb0-4aae-9c01-a2404faaad52\ 21. Continue from where you left off. 22. tu peux me re générer l'analyse globale 1/Conduct analysis to understand click on email vs date of pending cart 2/Identify clients that clicked on the email but did not purchase 3/ Estimate audience size (number of monthly pending carts X 23. b6o6bb3sb toolu_01QFF3QEbhFvfMsWPRXTZt84 C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\717cbb53-d4f3-4a89-b2d4-bba2c17d3817\ 24. bb035ni0b toolu_01T6EPwMsmGt8w1FNqJy1rjP C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\717cbb53-d4f3-4a89-b2d4-bba2c17d3817\ 25. Continue from where you left off. 26. re sors moi les chiffres à jour stp 27. bnxkjvlpj toolu_01HqTDxBimmbDVUHxpKNK1bR C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\8a35288b-b29e-4089-93e0-396b469d5a8d\ 28. bhtvci8l7 toolu_01EjrW9wnw5cmW9RNLXbqS74 C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\8a35288b-b29e-4089-93e0-396b469d5a8d\ 29. Continue from where you left off. 30. peux-tu me dire la dernière entrée que nous avons pour le mois de mai ? 31. b7kuqet1r toolu_01PYrEW7EjtWhXCXcwhqoKC6 C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\1443c256-523d-4078-bcea-d1a79b70b819\ 32. Continue from where you left off. 33. je cherche l'initiative pendingcart 34. bw6wpb6ve toolu_013ibsNqfzndY6CcnByV92Ad C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\2c055608-fa14-47d2-b234-9293b16a6ee1\ 35. Continue from where you left off. 36. Dans le cas ou on est bien sur mktauto avec with & sans, je souhaite avoir 1/Conduct analysis to understand click on email vs date of pending cart 2/Identify clients that clicked on the email but did not purchase 3/ Estimate audience si 37. Continue from where you left off. 38. je veux un export excel

2026-05-29 13:09 → 13:29 bd815e8d (1 prompts, 97 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×18, Read×12, Edit×4, Grep×1
  • prompts:
1. # Carry-over notes — Lyréco · FR EPI "white space" study ## Task (from Pierre, franglais) KPI = time-to-purchase + conversion rate (CR) in workwear. Study FR transactional data (clients + secteur): frequency × avg basket (incl. #SKU);

2026-05-29 13:11 → 13:12 ab4c89ea (1 prompts, 2 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: —
  • prompts:
1. # Carry-over notes — Lyréco · FR EPI "white space" study ## Task (from Pierre, franglais) KPI = time-to-purchase + conversion rate (CR) in workwear. Study FR transactional data (clients + secteur): frequency × avg basket (incl. #SKU);

2026-05-27 11:59 → 13:44 32775237 (52 prompts, 271 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×38, TaskUpdate×26, Edit×23, TaskCreate×15, Read×10, Write×6
  • shipped: exports[prospect_sector_rollup_GB_2026-05-28.xlsx]
  • prompts:
1. # Carry-over notes — Lyréco Lead Contagion session ## Environment / how to work - Repo: C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco, branch feat/basket-bundle-rules. Windows, PowerShell + Bash available. - DBs: Postgr 2. Continue from where you left off. 3. est ce qu'on a la table vbak à disposition ? 4. Continue from where you left off. 5. oui go Tu veux que je laisse en l'état et qu'on commit l'Initiative 2.2 (toujours non commitée) en attendant le vrai référentiel ? 6. Continue from where you left off. 7. besoin des taux de conversion en % sur les étapes suivantes : product view --> add to cart catalog view --> add to cart sessions --> add to cart Timeline : Avril 2025 - Avril 2026 Scope : France 8. Continue from where you left off. 9. je cherche une analyse déjà existante sur 60 communautés de prospect, j'ai déjà trouvé Emergent communities mais peut-être qu'il existe une autre analyse 10. Continue from where you left off. 11. here is the orignal readme, take this as initial information : WHAT THIS IS For each prospect (a contact from the Eloqua responder file who is NOT yet a Lyreco customer), we predict what product families they are likely to buy — without an 12. Continue from where you left off. 13. now i would like to have file that summarize from 60 differents communities to a maximum of 8. FOr each communities we need 5 productst to recommend, and we need the match between prospect and communities 14. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\brainstorming # Brainstorming Ideas Into Designs Help turn ideas into fully formed designs and specs through natural 15. Continue from where you left off. 16. puisque ce sont des prospects qui n'ont encore rien acheté, on passe par Par famille SIC / secteur — méta = secteur (Office services, Manufacturing, Healthcare, Public, Hospitality, Retail…). Avantage : aligné sur la logique de prospection 17. Continue from where you left off. 18. GB seulement 19. Continue from where you left off. 20. sku 21. Continue from where you left off. 22. on part sur 3- hybride 23. Continue from where you left off. 24. xlsx stp 25. Continue from where you left off. 26. ok sur archi 27. Continue from where you left off. 28. ok go 29. Continue from where you left off. 30. ok logique merci 31. Continue from where you left off. 32. ok résolution et confidence 33. Continue from where you left off. 34. je valide, je veux l'excel stp 35. Continue from where you left off. 36. je valide le design 37. Continue from where you left off. 38. je n'arrive pas à télécharger le fichier 39. [Request interrupted by user] 40. re génère moi le fichier stp … +12 more

2026-05-28 09:22 → 13:24 1bb7d768 (7 prompts, 63 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×26, AskUserQuestion×1
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] besoin des taux de conversion en % sur les étapes suivantes : product view --> add to cart catalog view --> add to cart sessions --> add to cart Timeline : Avril 2025 - Avril 2026 Scope : F 2. Continue from where you left off. 3. je souhaite la même analyse mais pour les logged in session 4. Continue from where you left off. 5. j'ai une analyse power bi qui me montre 247 K de logged in session en 2026, sais-tu d'où ça peut venir ? 6. Continue from where you left off. 7. le power bi calcul le logged in session de cette manière : "count of session with at least one successful login event" via GA4 Est-ce différent de ce que nous avons fait ?

2026-05-28 09:19 → 09:19 af9dccba (1 prompts, 1 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: —
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] besoin des taux de conversion en % sur les étapes suivantes : product view --> add to cart catalog view --> add to cart sessions --> add to cart Timeline : Avril 2025 - Avril 2026 Scope : F

2026-05-28 09:17 → 09:18 439791fb (1 prompts, 1 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: —
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] besoin des taux de conversion en % sur les étapes suivantes : product view --> add to cart catalog view --> add to cart sessions --> add to cart Timeline : Avril 2025 - Avril 2026 Scope : F

2026-05-27 09:01 → 11:51 0b15458b (20 prompts, 149 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×25, Edit×12, Grep×6, Read×2, AskUserQuestion×2, Skill×1
  • prompts:
1. je veux écrire un prompt propre pour ask claude 2. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\brainstorming # Brainstorming Ideas Into Designs Help turn ideas into fully formed designs and specs through natural 3. Continue from where you left off. 4. je veux fiare 5. Continue from where you left off. 6. je veux faire une analyse sur les carts et notamment quand est ce que les campagnes de mails de paniers en attente ont-ils eu le plus de clique ? 7. Continue from where you left off. 8. je souhaite que tu vérifies maintenant dans la base l'événement email et les campagnes paniers abandonnés 9. Continue from where you left off. 10. je souhaite Identifier les clients qui ont cliqué sur l' email de relance de panier mais qui n'ont pas acheté 11. Continue from where you left off. 12. on va rajouter l'axe avancé "délai abandon -> clic" 13. Continue from where you left off. 14. c'est bon merci je lance Ask Claude 15. Continue from where you left off. 16. sur Initiative 2.2 "En stock - Livraison 24h" baseline + post tracking Je voudrais rajouter : - rajouer nombre session pdp view et baseline - rajouter les ventes globale sur les canaux - et comparer avec n-1 17. Continue from where you left off. 18. je confirme tous ces paramètres 19. Continue from where you left off. 20. Summarise our conversation so far into a compact carry-over note: preserve the key context, decisions, facts, and what we're working on; drop small talk. Write it as durable notes for future turns, not a chat reply.

2026-05-27 09:45 → 09:53 22807888 (1 prompts, 39 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×8, TaskCreate×6, Read×3, Glob×2, Write×1
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] Identifie les clients qui ont CLIQUÉ sur un email de relance de panier abandonné mais qui n'ont PAS acheté, et mesure le délai abandon→clic. Bases : timescale (:5434, customer_timeline) + postg

2026-05-27 09:05 → 09:14 e8cbb939 (9 prompts, 19 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: PowerShell×2
  • prompts:
1. Hey Claude, it's commander Pierre, I'm testing the new chat client. 2. Continue from where you left off. 3. quick question, you think it's possible for you to launch a vpn conection using paloalto tool? 4. Continue from where you left off. 5. Global protect is installed , it's the default VPN for my employer and Lyreco customer. 6. Continue from where you left off. 7. you remember our last conversation? 8. Continue from where you left off. 9. thanks claude, I'll let Lucas take over form here, I use the claude cli usually

2026-05-26 16:07 → 16:07 068dea96 (1 prompts, 1 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: —
  • prompts:
1. Reply with just: chat endpoint OK

2026-05-26 16:03 → 16:03 4f3dd9d2 (1 prompts, 1 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: —
  • prompts:
1. In one sentence, what is the lead-contagion platform?

2026-05-26 12:27 → 15:46 33ca8a23 (7 prompts, 60 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×9, Grep×7, Read×4, Glob×1, AskUserQuestion×1
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] je souhaite tracker le nombre d'achats de ces 6 produits, voici le code SAP des produits : - 12.566.131 - 13.450.046 - 16.529.675 - 11.620.917 - 20.233.773 - 20.233.716 Je souhaite une base av 2. Continue from where you left off. 3. Je souhaite effectivement une baseline sur 3 mois versus du 13 à aujourd'hui. 4. Continue from where you left off. 5. je souhaite qu'on mette en avant ce rapport pour qu'il s'actualise tous les 3 jours 6. [Request interrupted by user] 7. Je souhaite que tu refasses l'analyse en prenant en compte que les jours ouvrés

2026-05-26 09:37 → 14:40 e4b4dca4 (26 prompts, 342 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: PowerShell×32, Read×28, Edit×23, Write×14, Agent×11, TaskUpdate×10
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] Je voudrais rajouter une nouvelle analyse dans Web Funnel Initiatives Backlog — tests + KPI baseline/actual tracking. C'est l'analyse 2.2 Add cart-level delivery ETA (or "En stock livraison 24h 2. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\brainstorming # Brainstorming Ideas Into Designs Help turn ideas into fully formed designs and specs through natural 3. Continue from where you left off. 4. Cut off date for the analysis will be 29/05/2026. So baseline is indeed 2026-02-13 … 2026-05-12 and then 2026-05-13 to 29/05/2026. Indeed, it's not a "badge shown" event, but it's an event thats tracks "En stock livraison 24h" is dimension2 5. Continue from where you left off. 6. Cut off date for the analysis will be 29/05/2026. So baseline is indeed 2026-02-13 … 2026-05-12 and then 2026-05-13 to 29/05/2026. The event thats tracks "En stock livraison 24h" is dimension25 7. Continue from where you left off. 8. Le début est de l'analyse 2.2 est au 2026-05-13 9. Continue from where you left off. 10. commit 11. Continue from where you left off. 12. go ahead 13. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\writing-plans # Writing Plans ## Overview Write comprehensive implementation plans assuming the engineer has zero co 14. Continue from where you left off. 15. go with 1. Subagent-Driven (recommended) — I dispatch a fresh subagent per task and review between tasks. Fast iteration, good isolation. Note: Tasks 1–2 hit the prod Oracle and need GlobalProtect VPN connected, so those steps will 16. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\subagent-driven-development # Subagent-Driven Development Execute plan by dispatching fresh subagent per task, with t 17. go with 1. Subagent-Driven (recommended) — I dispatch a fresh subagent per task and review between tasks. Fast iteration, good isolation. Note: Tasks 1–2 hit the prod Oracle and need GlobalProtect VPN connected, so those steps will 18. [Request interrupted by user for tool use] 19. go with it 20. Continue from where you left off. 21. go with 1. Wait for VPN (cleanest): once GlobalProtect is up, I run the backfill → run the script once → all 5 KPIs + the functional check are correct in one pass, then verify the dashboard. Nothing misleading ever hits the panel. VPN i 22. b046a2ih1 toolu_01Vn1Jadu1NgBc3nuKDUCpyx C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\b3db458b-a909-4bc0-b4a3-f402af97b7c6\ 23. Continue from where you left off. 24. go with 1. Realign to 20/05 (data + backlog agree): baseline 2026-02-13 → 2026-05-19, post/badge window 2026-05-20 → 2026-05-29. Cleanest causal story. 25. b0srs1leu toolu_01Lvj265YCgHwhCJozminJCW C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\46bfda4d-df17-4f13-a03e-0d3b8ecbe642\ 26. blubj8kzu toolu_01ELMSVfcji7mkSggyoqkTpE C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\46bfda4d-df17-4f13-a03e-0d3b8ecbe642\

2026-05-26 07:43 → 07:46 81fb152f (1 prompts, 37 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×12, Grep×2
  • prompts:
1. You are producing a Data Intelligence briefing for the Lyréco data team (audience: senior data analysts; format: dashboard-rendered markdown). # CONTEXT - Workspace: lead-contagion-project (operator dashboard at workstation-lc) - Data subs

2026-05-22 16:43 → 16:52 e2e2357d (3 prompts, 61 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Read×8, Edit×8, Grep×7, PowerShell×3, Bash×2, AskUserQuestion×1
  • shipped: panels[_cross_family_baskets, _family_appetence]
  • prompts:
1. Je veux utiliser segment_family_appetence, par conséquent modifier le script SELECT * FROM segment_family_appetence WHERE source_country='GB' AND segment_type='firmographic' AND segment_id='17' ORDER BY spend DESC pour y rajouter auss 2. Continue from where you left off. 3. Je souhaite modifier - Le bloc « Bundles fonctionnels — 4 produits » et sa règle 2→2 affichent encore le SKU (vous aviez nommé spécifiquement les « Règles d'association {a,b,c}→d ») avec la famille et non plus le sku code

2026-05-22 11:36 → 12:49 c9f18d22 (10 prompts, 167 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×28, Read×15, Edit×13, Grep×8, AskUserQuestion×2, Write×2
  • pipelines: python.exe -m scripts.export_fr_product_sales_rollup, python.exe -m workers.community_match_soft, python.exe -m workers.compute_segment_family_appetence
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] tu dois avoir une table avec ces colonnes : Section Family Category Product Description (EN) Sales Amount in EUR Fixed Quantity SKU Number of Orders 2. Continue from where you left off. 3. c'est une table produit qui a été intégrée pour la France le 22/05/2026 4. Continue from where you left off. 5. je cherche cette table segment_family_appetence 6. Continue from where you left off. 7. je veux brancher le firmographic pour la FR, et ensuite voir comment on peut mettre à jour les croisements paniers x produits A,B,C -> D avec la colonne family 8. Continue from where you left off. 9. on va prendre que les clients seulement, et la colonne family on va faire minage au grain famille 10. Je veux utiliser segment_family_appetence, par conséquent modifier le script SELECT * FROM segment_family_appetence WHERE source_country='GB' AND segment_type='firmographic' AND segment_id='17' ORDER BY spend DESC pour y rajouter auss

2026-05-22 07:49 → 07:54 7299c1d6 (2 prompts, 48 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: PowerShell×10, Write×4, Bash×3, Grep×2, Skill×1, AskUserQuestion×1
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] Je voudrais faire une analyse du search entre la Suisse et la France sur l'usage et la conversion 2. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\brainstorming # Brainstorming Ideas Into Designs Help turn ideas into fully formed designs and specs through natural

2026-05-21 15:30 → 15:41 85e99f14 (5 prompts, 46 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×8, Grep×4, Read×2, AskUserQuestion×1, Write×1, PowerShell×1
  • pipelines: python.exe -m scripts.measure_pgd_quadruplets
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] quelle est la colonne de la table produit contenant les informations tel que "alkaline", "coffee", "original" ? 2. Continue from where you left off. 3. tu as le code 001002001 pour coffee ? 4. Continue from where you left off. 5. On peut re sortir le TOP cross-world quadruplets order-grain ) pour product_group_description ?

2026-05-21 13:31 → 15:28 1f9b8e8d (3 prompts, 134 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: PowerShell×17, Read×12, Edit×12, Grep×9, Bash×3, AskUserQuestion×2
  • shipped: panels[_cross_family_baskets]
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] Je voudrais un tableau similaire à Top cross-world quadruplets (order-grain) mais en affichant la sous famille 2. [Request interrupted by user for tool use] 3. je cherche à calculer le Top cross-world quadruplets (order-grain) avec ces catégories de produits (exemple) -> Chairs, Original, COFFEE, PERSONAL CARE, ALKALINE

2026-05-21 11:57 → 13:33 2213dd36 (5 prompts, 52 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Grep×7, Read×6, Bash×5, Write×3, AskUserQuestion×2
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] je veux mettre à jour le report de conversion home page avec ces informations : Taux de conversion home page --> category or product page Scope : France Timeline Période 1 : 16 - 29 avril 2. Continue from where you left off. 3. je veux cette analyse pour ces dates : 23 - 29 avril 4 - 11 mai 4. Continue from where you left off. 5. Je souhaite l'analyse sur 10 jours mais seulement verspage catégorie

2026-05-21 12:37 → 12:50 f4d73956 (5 prompts, 78 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: PowerShell×14, Grep×6, Read×6, Bash×4, Edit×2, Skill×1
  • shipped: panels[_cross_family_baskets]
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] je n'arrive pas à ouvrir Cross-Family Baskets (FR) — orders mixing worlds (Mobilier × IT, etc.) 2. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\systematic-debugging # Systematic Debugging ## Overview Random fixes waste time and create new bugs. Quick patches m 3. Continue from where you left off. 4. C'est sensé prendre combien de temps ? Ca ne marche toujours pas 5. [Request interrupted by user for tool use]

2026-05-21 08:58 → 09:07 1653cafe (5 prompts, 79 replies)

branch feat/basket-bundle-rules · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×14, Edit×5, Read×4, PowerShell×3, Glob×2, Grep×2
  • shipped: panels[_cross_family_baskets]
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] je préfère cette tâche 1. Subagent-Driven (recommandé) — je dispatche un sous-agent frais par tâche, avec revue entre chaque. Itération rapide, contexte propre à chaque étape. 2. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\subagent-driven-development # Subagent-Driven Development Execute plan by dispatching fresh subagent per task, with t 3. Continue from where you left off. 4. Go with (a) reconcile — commit the current dashboard work, then layer the plan's offline snapshot tables on top, replacing only the live C/D section; I need to see the result very fast 5. [Request interrupted by user for tool use]

2026-05-20 19:58 → 08:57 f63b0d26 (24 prompts, 191 replies)

branch main · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×26, Read×13, TaskUpdate×13, TaskCreate×9, Agent×7, Write×6
  • pipelines: python.exe -m scripts.measure_basket_size_distribution, python.exe -m scripts.measure_basket_world_spread
  • shipped: exports[_d90_ALL.xlsx]
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] sur Top cross-world SKU pairs & their bundle expansion (C / D) on va le retravailler pour avoir le détail produit A x B x C x D (maximum 4 grains de produits achetés dans un panier). On va le r 2. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\brainstorming # Brainstorming Ideas Into Designs Help turn ideas into fully formed designs and specs through natural 3. Continue from where you left off. 4. Quel est le seuil de support minimum dont tu fais références ? 5. Continue from where you left off. 6. Très très bonne remarque Mr. Claude merci beaucoup. Ce sur quoi on va commencer est bien la chose suivante : (compter paniers + distribution de tailles, fenêtre 90 j, FR). Le but va donc d'avoir une distribution de paniers FR par leur taill 7. Continue from where you left off. 8. Lançons l'option 4 -> 4. Mesurer d'abord — je sors aussi la distribution du nombre d'univers par panier (et le croisement taille × univers) avant de fixer les plafonds, comme on vient de le faire pour la taille. 9. Continue from where you left off. 10. on part sur ça oui : > Grain SKU exact, SANS contrainte cross-world, avec la section/univers de chaque produit affichée à côté (pour lire le bundle fonctionnellement), filtre anti-réassort taille>20 OU univers≥5, min_support par déf 11. Continue from where you left off. 12. Magnifique, merci, j'ai pas tout compris mais dans l'ensemble c'est carré. (a) Confiance par défaut : tu disais « forcément ». Je propose défaut 0,30 (réglable) pour ne pas masquer trop de bundles au départ, et on monte si tu veux d 13. Continue from where you left off. 14. je souhaite que tu m'exportes le .md avant de continuer 15. Continue from where you left off. 16. je peux l'avoir au format pdf ? 17. Continue from where you left off. 18. c'est bon pour moi, on peut lancer l'implémentation 19. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\writing-plans # Writing Plans ## Overview Write comprehensive implementation plans assuming the engineer has zero co 20. Continue from where you left off. 21. je préfère cette tâche 1. Subagent-Driven (recommandé) — je dispatche un sous-agent frais par tâche, avec revue entre chaque. Itération rapide, contexte propre à chaque étape. 22. Base directory for this skill: C:\Users\piesamso1\.claude\plugins\cache\claude-plugins-official\superpowers\5.1.0\skills\subagent-driven-development # Subagent-Driven Development Execute plan by dispatching fresh subagent per task, with t 23. Continue from where you left off. 24. je préfère cette tâche 1. Subagent-Driven (recommandé) — je dispatche un sous-agent frais par tâche, avec revue entre chaque. Itération rapide, contexte propre à chaque étape.

2026-05-20 19:44 → 19:47 af75aa20 (1 prompts, 41 replies)

branch main · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Edit×7, Read×4, Grep×3, PowerShell×2, Glob×1
  • prompts:
1. On va faire ça 3. Triplets + quadruplets — ajouter des vues séparées : top triplets (A×B×C) et top quadruplets (A×B×C×D).

2026-05-20 17:04 → 17:12 842b4936 (5 prompts, 54 replies)

branch main · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Edit×7, PowerShell×7, Read×4, Grep×2, AskUserQuestion×1, Bash×1
  • shipped: panels[_cross_family_baskets]
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] sur Top cross-world pairs (order-grain) qui présente les catégories de produits A et B, je souhaite aussi rajouter catégorie C et D 2. Continue from where you left off. 3. On va faire ça 3. Triplets + quadruplets — ajouter des vues séparées : top triplets (A×B×C) et top quadruplets (A×B×C×D). Car je compte re travailler Top cross-world SKU pairs & their bundle expansion après coup 4. [Request interrupted by user for tool use] 5. bc3m5h05m toolu_01CaRkkmKGnFNvdGvb8zyzN9 C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\bb6fd093-7962-4144-984a-258ab5e50f84\

2026-05-20 11:29 → 11:45 ebe89743 (4 prompts, 63 replies)

branch main · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: PowerShell×10, Write×6, Read×5, Grep×4, Bash×4, AskUserQuestion×1
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] Salut Claude, je voudrais le Click Through Rate web funnel de la home page à la product view sur plusieurs banières de la home page 2. Continue from where you left off. 3. go global 4. bk2epboew toolu_017T4GKpL5ps6vGQhjzZAfVA C:\WINDOWS\TEMP\claude\C--Users-piesamso1-OneDrive---Publicis-Groupe-Bureau-Lyr-co\2154f288-df8a-4ec5-9e92-e44a113a65c9\

2026-05-20 08:13 → 08:22 dd556321 (1 prompts, 71 replies)

branch main · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Bash×21, PowerShell×5, Read×4, AskUserQuestion×2, Agent×1, Grep×1
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] Salut Claude, je voudrais le Click Through Rate web funnel de la home page à la product view sur plusieurs banières de la home page

2026-05-18 18:50 → 07:39 5cb0c07e (10 prompts, 97 replies)

branch main · cwd C:\Users\piesamso1\OneDrive - Publicis Groupe\Bureau\Lyréco
  • tools: Edit×18, PowerShell×16, Grep×9, Read×9, Glob×2, AskUserQuestion×1
  • shipped: panels[_cross_family_baskets]
  • prompts:
1. [Scope — Campaign analysis] [Analysis intent] sur l'analyse product x family, Cross-Family Baskets (FR) — orders mixing worlds (Mobilier × IT, etc.), on peut rajouter ces informations : rajout profil utilisateur // ship to sold to // types 2. je valide 3. Bounce le service, signé Lucas (car je suis un fifou) 4. [Request interrupted by user for tool use] 5. Je voudrais affiner l'analyse 'Top cross-world SKU pairs (by lift)' en rajoutant les produits C et D 6. On bounce le service 7. [Request interrupted by user for tool use] 8. on bounce le service 9. [Request interrupted by user for tool use] 10. on bounce le service