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Miglioramenti da export Claude (agosto 2026)

Miglioramenti da export Claude — analisi automatica dell'export dati Claude.ai (634 conversazioni, 25/01/2026–16/08/2026), eseguita il 2026-08-17.

Fonte: cartella Drive 1EA11vbLfXFktE7THjxQtg9nY3jhmqimo, copiata su VM in /home/claudeuser/export_claude/ (summaries.jsonl = indice con riassunti; report_pending.txt = analisi completa, 228 conversazioni con segnali pending da gennaio).

Filoni lasciati in sospeso (dal 01/07/2026)

  • [2026-08-16] Pipeline di trascrizione video e architettura Intenso — 5TB depending on content age; current 1TB box sufficient for approximately 2 months before upgrade to BX21 at €10.
  • [2026-08-15] Miglioramenti al sistema — Several significant bugs were found and fixed during execution: `/vm/task` returned DONE without executing (CLI not logged in); the headless screenshot service required POST with a secret, not GET; the finance ledger's `controparte_nome` was NULL on all DA_CLASSIFICARE rows, preventing 678 existing
  • [2026-08-14] Recuperare credenziali Agritainment — The one missing lesson (CY5, fayeSNAX2kI) has auto-captions confirmed by Stando but the download was blocked by YouTube rate limiting on Claude's container IP; the VM profile with authenticated cookies would resolve it.
  • [2026-08-13] Valutazione Master Read Order e opportunità OpenCode Go — Claude extracted real spending data from the OpenRouter guard log on the Hetzner translator VM (91.
  • [2026-08-13] Master Order skills assessment — Two gaps were identified and deliberately left unimplemented pending completion of a NotebookLM benchmark: the `diversifica` parameter is not passed in the main `cerca_corpus` call in `agent_kimi.
  • [2026-08-12] Audit costi AI e implementazione costguard — The audit confirmed the costguard reduced OpenRouter spend by approximately 94% compared to pre-guard levels, while the Anthropic API remained disabled due to exhausted credits.
  • [2026-08-12] Lettura e confronto dei sistemi — A noted caveat is that features like `ha_scritto_informazionicorsi` and `open_rate_last_90d` are partially concurrent with conversion, making absolute AUC optimistic, though the relative comparison remains valid.
  • [2026-08-12] Restructuring neurolinguistic.com with RAIDA framework — He corrected several significant errors — a generic wiki box referencing Marco Paret's biography instead of the page topic, invented micro-techniques like "fascinazione frazionata" and "sincronizzazione prossemica," genealogies attributing modern techniques to historical figures, and a pipeline that
  • [2026-08-10] Stato ristrutturazione neurolinguistic.com e metriche — Claude proposed next steps: fixing the vantaggi bug, awaiting Marco's approval before launching the remaining 127 pages, adding UTM parameters to newsletters, and filtering the bot spike in GA4.
  • [2026-08-07] Pipeline di estrazione shorts dai video — Marco decided that burned-in captions from source videos should remain unchanged; any new text should go in the empty frame space.
  • [2026-08-07] Database esempi neurolinguistic con trascrizioni e Biblioteca Magnetica — 0` in the request headers (Python-urllib triggers Cloudflare 1010 error without it); DeepSeek fails with SSL certificate mismatch from the GCP VM (unresolved); Qwen EU workspace (`qwen-eu.
  • [2026-08-06] SightRAG per indicizzazione visiva del corpus video — The prerequisite is frame extraction from Marco's physical disks, which has not yet occurred.
  • [2026-08-05] Backup continuo di Bigquery e sistema — The next step is for the person to order a Hetzner Storage Box BX11, enable SSH/SFTP access, activate snapshot plans (daily ×7, weekly ×4), and share the SFTP username and password with Claude to complete the restic repository setup and cron configuration.
  • [2026-08-04] Migliorare DeepSeek con piccoli cambiamenti — For route deployment on the CC, after `POST /routes/deploy` returns `restarted:true`, the new route is saved to GCS but not yet active — it will return 404 until the hourly cron reload at minute :01.
  • [2026-08-03] (senza titolo) — However, Claude noted several residual considerations: conversations are still processed and stored on servers; safety classifiers may flag content for trust and safety model improvement regardless of the setting; limited human review remains possible in defined cases; and the setting is not retroac
  • [2026-08-02] MIGRA Collegare Kimi chat al command center — blocked` + `/etc/hosts` DNS block) was temporarily lifted with Marco's authorization and restored via bash `trap` after each use.
  • [2026-08-02] Ottimizzare il contesto con agenti di raccolta informazioni — The session also produced R50 — a formal autonomy rule for all agents: in multi-step tasks (historical research, library enrichment, pipelines, censuses), Claude must continue executing the obvious next step and report back rather than asking permission.
  • [2026-07-29] processi Anthropic — Three scripts remain using Anthropic directly but are now metered: `hermes_email_autoreply.
  • [2026-07-29] Canoni — Claude articulated a key distinction: the wiki serves as a routing and orientation layer (wiki-first), while the Canoni remain the doctrinal authority (canon-first for validation).
  • [2026-07-29] Lettera evocativa su Nizza e il centro di gravità permanente — The closing letter was approved but not yet delivered at conversation end due to a tool connectivity issue.
  • [2026-07-27] Tentativo di accesso ai tuoi dati — com on their own machine around the time in question — and closed with two remaining verification points: confirming whether they were at the PC at the relevant time, and whether marcblondins@gmail.
  • [2026-07-26] ATLA Correzione interfaccia mobile dell'Atlante magnetico — On the corpus expansion front, Claude diagnosed that 316,694 protocol candidates had been extracted but never promoted — the pipeline was blocked by an inflated cost estimate (0.
  • [2026-07-26] Revisione e miglioramento del testo — Marco explicitly corrected several of Claude's errors: Joannes de Annevilla in 1139 was the donor not the witness; the five Anneville parishes are real Norman communes (Anneville-en-Saire, Anneville-sur-Mer, Anneville-sur-Scie, Anneville-Ambourville) not a scholarly assertion; de La Chesnaye des Boi
  • [2026-07-24] AUDIO Sistema traduzione multilingua ISI-CNV — The session ended with Attendee services running but the Meeting SDK credentials not yet configured inside Attendee's UI/database, leaving the first bot test pending.
  • [2026-07-23] Monitoraggio spese OpenRouter — The conversation covered three interconnected tasks: diagnosing and stopping runaway API spending on OpenRouter, auditing all remaining Anthropic API key exposure across the full infrastructure stack, and designing a secure credential injection system for the future.
  • [2026-07-18] Wiki neurologica con link magnetici — Marco provided two important corrections to the initial draft content: first, that Wirth's distinction between endormeurs and curatori is incomplete because it incorrectly concludes that the gaze cannot heal — the proper Paret Method distinction is between sguardo ipnotico (tense face, fear element,
  • [2026-07-18] Problemi di memoria e scalabilità server — ssh/to_media`) and appending the
  • [2026-07-18] OCR new — The argument that Cheyne of Broke and de Chesney of Anneville are the same family remains not demonstrated but now has strong circumstantial support: the Cheyneys property ("Cattered, or Cheyneys," Hertfordshire) travels in the same patrimonial package as Anneville in the Willoughby inheritance.
  • [2026-07-17] Wiki con sezione riservata e privata — Claude explained that "inaccessible to both people and machines" collapses into a single read-authorization control, since unauthenticated bots and crawlers are blocked by the same mechanism that blocks unauthorized humans.
  • [2026-07-17] Estrazione dei percorsi magnetici e confronto con meridiani cinesi — Marco confirmed that Spiesberger had been added to the Biblioteca Magnetica and asked for analysis, prompting discovery that the files exist in Drive but the oracle indexing had not yet taken effect.
  • [2026-07-17] BIB4 Integrazione materiali in biblioteca magnetica BigQuery — 97M chunks, e5-large, 1024-dim) on GPU via multiple providers: RunPod (API key present, provisioning broken today, $20 credit intact), GCP GPU (quota GPUS_ALL_REGIONS=0, blocked globally despite regional quotas of 1), and Vast.
  • [2026-07-17] Problema di autenticazione ricorsiva sulla wiki — Marco identified that the remaining "starts in desktop" issue was likely his browser being set to "Request Desktop Site" mode — a browser setting, not a server problem.
  • [2026-07-17] Biblioteca magnetica e oracolo: analisi e valutazione — 4s, retrieval scores on historical queries remain low (0.
  • [2026-07-17] Master read order Alchimia continuation — 1) was published as a draft, explicitly marked as not yet
  • [2026-07-16] Scraping libri da pdfcoffee in BigQuery — First, a BigQuery scan confirmed the corpus was near-saturated for classical French and Anglo-American magnetism authors, with only Rostan, Sidis, Gasparin, Durand de Gros, Liégeois, and incomplete Eschenmayer/Belfiore/Janet as gaps.

Learning e regole emerse

  • [2026-08-16] Strategia di visibilità AI per il brand Paret — Marco works from smartphone with a "TOTAL AI" philosophy and R50 rule (proceed without asking).
  • [2026-08-12] Bigquery Backup totale Perché il cc cade spesso — Claude investigated the issue by querying a learnings/knowledge base, checking CC health, and performing diagnostic commands on the associated VM infrastructure.
  • [2026-08-12] Restructuring neurolinguistic.com with RAIDA framework — He also flagged an image duplication issue on a specific page and identified a problematic page (Di Pisa technique matched to an English-learning article) that exposed a fundamental flaw in the lexical matching system.
  • [2026-08-07] Ads Pub Risolvere i blocchi delle chat — **Conversation Overview** This conversation with Marco involved an extensive technical session focused on two major workstreams: establishing a robust anti-chat-blocking system (rules R51-R58) and building a complete Sistema Analisi Totale (SAT) for ISI-CNV's marketing and business analytics.
  • [2026-08-07] SEO del sito neurolinguistic.com: da invisibilità a 802 impression — The key methodological learning was that ASR (Whisper) systematically underestimates proprietary terms — Arkeos appeared as 2 occurrences with correct spelling but 293 in 97 files using phonetic variants (arqueos, arqueo, arqueoso, arqueócio, arqueóceo, archeos, arkeus, arke).
  • [2026-08-07] Pipeline di estrazione shorts dai video — A learning record was saved establishing the rule: never pipe heredoc Python directly into `run.
  • [2026-08-04] Migliorare DeepSeek con piccoli cambiamenti — bak-20260804`), a learning record was saved, and a cantiere aperto was added to the wiki for the permanent fix (static CC source correction, precalculated index for scalability, and cleanup of 4 corrupted `.
  • [2026-08-02] Ottimizzare il contesto con agenti di raccolta informazioni — The architecture Marco proposed and Claude implemented follows a "briefing-first" pattern (formalized as R49): before any task, a lightweight subagent reads a private MediaWiki instance and the CC memory store, then delivers a structured briefing card (10k tokens standard, 20k for complex tasks) con
  • [2026-07-29] Lettera evocativa su Nizza e il centro di gravità permanente — Future letters should always use this form as the CTA, never the homepage.
  • [2026-07-24] Utilizzo del modello come layer per harnessing — The conversation then shifted to the actionable pattern the person wanted to pursue: a scaffold learning loop inspired by Ornith's design but implemented without self-hosting any model, at zero additional infrastructure cost.
  • [2026-07-23] Monitor scaduti generano falsi allarmi Telegram — A learning was saved to the CC memory system documenting the full diagnosis and fix pattern.
  • [2026-07-19] Collegare ChatGPT alla VM — Claude also verified that ChatGPT's proposal to "implement Hermes" and "build a routing-per-tier orchestrator" described systems that already existed since May 2026 (Hermes + 4 servants, R47 routing rule, oracles on Hetzner ports 8087/8091/8092).
  • [2026-07-18] Wiki neurologica con link magnetici — 0 with rules R81-R85.
  • [2026-07-18] Problemi di memoria e scalabilità server — A significant operational learning was documented: a MemoryHigh limit set below the service's actual working set does not cause failure or log errors—it silently freezes the process in kernel state mem_cgroup_handle_over_high (visible via /proc/PID/wchan), with NRestarts=0 and no LISTEN port, appear
  • [2026-07-16] Pipeline di analisi chat e ottimizzazione processi — 6 with a prominent `★ ACCESSO PROPERTY / CAPABILITY` section immediately after the SCOPO, plus rule R59: every access change must be annotated by updating `access_howto`/`registry` and logging to `isicnv_properties.
  • [2026-07-09] Master read order aggiornato e stato Hermes — 4 / 06 July 2026 (covering Guardiano R46, routing-per-tier, lint memoria, wiki-MCP read tools, RuTube geo-block 403 handling, `/drive2/read` route, dynamic route procedure, and Biblioteca Magnetica).
  • [2026-07-09] BIBOLD Analisi e organizzazione trascrizioni corsi ISI-CNV — The program gained a classification system distinguishing between "demo" videos (movement detected, clips extracted), "lezione" videos (spoken audio with no movement, valid content for transcription), and "vuoto" videos (neither speech nor movement, discarded).
  • [2026-07-08] MARCOPARET.NET Scheda tecnica marcoparet.net — Critical Serverplan/WordPress learnings: the real DB table prefix for marcoparet.
  • [2026-07-07] Analisi ads 2 e confronto performance con agenzia — 2 with rules R50-R56).
  • [2026-07-06] Routineconta di startup ISI-CNV e caricamento skill — 0`) that persists failures as `kind=learning` records in CC memory to feed future `/learnings/check` queries, preventing repeated failed attempts across sessions.

Da fare

  • Incrociare questa lista con Cantieri aperti e Job Queue: cio' che non e' tracciato va aggiunto o chiuso esplicitamente.
  • I learning non ancora in CC memory vanno canonizzati.
Estratto da "https://wiki.marcoparet.com/index.php?title=Miglioramenti_da_export_Claude_(agosto_2026)&oldid=4949"