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Snapshot of Reflect with Claude for the past month as raw JSON via DevTools Network Requests in Firefox
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You mapped Claude free-tier limits against Gemini, Copilot, Zed Student, and your Google AI Pro trial — then stress-tested a self-hosted AT Proto PDS disaster recovery plan on top of it. Through all of it, Claude worked as a research layer you'd check your own math against, not a decision-maker. The semester hasn't started, but the infrastructure is already being audited.", "stats": [ { "n": "6", "label": "Conversations", "sublabel": "across 2 active days" }, { "n": "37 min", "label": "Median session", "sublabel": null }, { "n": "Wed ~midnight", "label": "Most active", "sublabel": "late night sessions" } ], "topics": [ { "id": "ai-tooling-pricing", "title": "AI tooling and pricing", "description": "Claude vs Gemini vs Copilot pricing, free-tier limits, API token costs, Google AI plan tiers", "percent": 33 }, { "id": "atproto-pds-ops", "title": "AT Proto PDS operations", "description": "Self-hosting disaster recovery, rotation key hygiene, the 72-hour recovery window", "percent": 17 }, { "id": "memory-and-instructions", "title": "Memory and custom instructions", "description": "Syncing memory across Claude and Gemini, correcting outdated entries, user manual planning", "percent": 33 }, { "id": "substance-over-form", "title": "Substance over form", "description": "Applying the accounting principle to invisible labor, autistic burnout, and open-source work", "percent": 17 } ], "aboutYourTime": [ { "title": "Know what every tool costs before committing to any of them.", "body": "You walked through Claude Pro, Google AI Plus tiers, Zed Pro, Copilot Codespaces, and API per-token math across two conversations — each time checking the number against your actual usage, not the marketing page." }, { "title": "Rehearse the failure before it matters.", "body": "The AT Proto PDS work wasn't migration — it was three distinct disaster recovery drills mapped out before your Uberspace instance goes live, including the Margin.at operator-key-loss scenario you found on Bluesky." }, { "title": "Keep the user manual current across platforms.", "body": "You corrected student status, homelab setup, location, and code-style entries in one pass, and flagged the Gemini-side drift you haven't gotten to yet." } ], "worthThinkingAbout": [ { "title": "Every tool got a budget check before a capability check.", "body": "Claude Pro, Google AI tiers, Zed, Copilot — in each case you asked what it costs on your allowance before asking what it does. The AT Proto PDS plan followed the same shape: what breaks first, not what works best.", "action": "reflect", "prompt": "cost-first evaluation habit" } ], "expandingYourSkills": [ { "skill": "delegation", "title": "Research goes to Claude, but the spending decision stays with you.", "body": "You'd ask for the pricing breakdown, the per-token math, the plan comparison table — then weigh it yourself against your allowance, your TWSP tranches, and what your dad would say about PHP 1,000 a month.", "action": null, "prompt": null }, { "skill": "description", "title": "Context arrives with the question, not after it.", "body": "The pricing conversation opened with your full stack — Copilot, Zed trial, Google AI Pro trial dates, TWSP fund timing — so the comparison could start where you actually are instead of from a generic table.", "action": "copy-prompt", "prompt": "I'm an incoming 2nd year BS IT student on a monthly allowance from my overseas dad, with scholarship funds from my LGU and TWSP training support arriving in attendance-gated tranches. I already have [list current tools, plans, and trial end dates]. Given that stack and budget, help me evaluate [new tool or plan change] on cost and actual usage gap — not marketing features." }, { "skill": "discernment", "title": "You correct the answer when it doesn't match what you're looking at.", "body": "When the Google AI Plus tier breakdown was wrong, you came back with a screenshot of your actual downgrade options — didn't accept the guess, didn't move on.", "action": null, "prompt": null }, { "skill": "diligence", "title": "What goes into memory gets reviewed before it stays.", "body": "You walked through saved memory entries line by line, corrected the outdated ones, and flagged when you'd overshared — then asked to move on rather than leave it sitting there.", "action": null, "prompt": null } ], "supportNote": null, "dailyActivity": [ { "date": "Jul 1 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 2 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 3 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 4 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 5 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 6 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 7 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 8 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 9 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 10 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 11 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 12 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 13 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 14 2026", "conversations": 2, "sessionMinutes": 277, "turns": 8.5 }, { "date": "Jul 15 2026", "conversations": 4, "sessionMinutes": 120, "turns": 2.8 }, { "date": "Jul 16 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 17 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 18 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 19 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 20 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 21 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 22 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 23 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 24 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 25 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 26 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 27 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 28 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 29 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 30 2026", "conversations": 0, "sessionMinutes": 0, "turns": null }, { "date": "Jul 31 2026", "conversations": 0, "sessionMinutes": 0, "turns": null } ] }, "markdown": null, "usageStats": { "conversationCount": 6, "coworkCount": 0, "daysActive": 2, "medianSessionMinutes": 37, "peakHour": 0, "peakDay": 3, "hourlyCounts": [ 2, 0, 0, 1, 0, 0, 0, 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "dailyCounts": [ 0, 0, 2, 4, 0, 0, 0 ], "totalSessionMinutes": null }, "reflectionUuid": "dd9f9f39-f1b8-4876-96b3-5c73c9df941d"}