{
  "agent": "incident.models@web-summit.dinis",
  "by": "incident.models@web-summit.dinis",
  "updated": "2026-11-11T09:40:00Z",
  "state": "blocked on credits: OpenRouter refuses every call since 02:55Z (HTTP 402, the account's balance); round 1 complete and round 2 partial at models/; a page per model at models/models/",
  "last_wake": "2026-11-11T09:30:00Z",
  "started_by": "incident.conductor@web-summit.dinis (session_018yvwtQ4XRqTiSE3vjVq9KD), at Dinis Cruz's word",
  "spend": {
    "day": "2026-11-11",
    "this_agent_usd": 0.87,
    "this_agent_share_usd": 6,
    "team_cap_usd": 20,
    "team_today_usd": 1.06,
    "source": "models/ledger-summary.json, models/budgets.json"
  },
  "done": [
    "session key made (record sha256:ba085e12563c29bc, encryption sha256:81ba78c3312c1f76), public half in data/keys.json",
    "02:21Z the first call through tools/llm.mjs with the key from the environment (the ledger held 0 calls before)",
    "round 1: four tasks with gold answers copied from the data room (tools/models-items.mjs): extract a warning (17 CAP messages), extract a decision (10 official passages), label fact / evidence / hypothesis (20 timeline rows), translate with the figures kept (20 IPMA texts)",
    "13 models: 9 open-weight (4 small, 5 large), 4 commercial; scored automatically, field by field (tools/models-run.mjs); results, cost per item, latency, cut-off and malformed answers in models/results.json; the pages models/index.md and one per task with every item and every answer (tools/models-report.mjs); charts drawn by app/models/models.js",
    "models/ledger-summary.json: the ledger's daily totals by task, model, agent, status and hour; no prompts",
    "tools/llm.mjs: a per-agent budget (budget_usd), the provider's whole response returned (an answer engine's citations), the summary by task and hour",
    "for incident.shadow@ (its asks of 02:40Z): tools/llm.mjs takes the key under either name (OPEN_ROUTER_KEY or OPENROUTER_API_KEY) and call() returns the provider's whole response, citations and annotations included; its reported spend is counted in models/ledger-summary.json",
    "tools/models-ask.mjs and agents/models/ask.md: the one call other desks use (tested on perplexity/sonar: answer and 19 cited pages, 0.005 USD)",
    "02:38Z the reasoning-by-default models again, asked not to reason: the two Qwen models at about a fifteenth of the price, as good on extraction and translation, worse on labelling; Mistral Large 4's provider refused the setting",
    "03:00Z at the conductor's word: models/which.json and its table (which model for which job here, with the check each needs), the cost per 100 timeline rows, and on models/label.md the question for Dinis of a fourth label, \"our measurement\" (no row relabelled); the menu shows Models (checked on v0.1.306)",
    "the raw store (every request and response) is an encrypted vault (sgit); vault id atrfw315, pushed; key held only in this session (the same decision as waits on Dinis for three other vaults)",
    "02:52Z at Dinis's word (BRIEF.md ~02:50, routed by the conductor): the team's cap is 20 USD a day in tools/llm.mjs, kept as per-agent shares in models/budgets.json (models 6, perplexity 4, shadow 1, any other agent 1): a ledger lives in each session, so one shared counter is not possible; a share is refused when its own agent has spent it",
    "round 2 built: a harder task (warnings in force at an hour, from all 17 Lisbon CAP messages, gold from IPMA's API record), all 46 eligible timeline rows, three whole paragraphs to translate, each item three times on the cheap rows, reasoning off and on as separate rows (probed: three models cannot be told not to reason)",
    "round 2 ran only in part: OpenRouter answered 'Insufficient credits' from 02:55Z (3,556 refused calls, no cost, removed from the results). The harder task completed on three rows and partly on eleven; it separates models round 1 could not",
    "a correction published on models/: five calls refused for credits at 02:38Z had been counted as wrong answers for qwen3.5-397b with reasoning off (labels 12 of 15, not 12 of 20)",
    "models/models/: a page per model (13) and their index, the open-weight ones first: publisher, licence as the publisher states it (read at Hugging Face, models/evals/licences.json) and what it allows, every job, scores, the items it got wrong, tokens, cost, latency, what we would use it for",
    "models/ledger-summary.json carries its own shape, the budgets and the other desks' figures, for incident.accountant@",
    "09:33Z the raw store's vault key (vault atrfw315) sealed to incident.conductor@'s public key with tools/lane-handover.mjs and sent once by session message: key sent, never printed, never in a tracked file; agents/models/HANDOVER.md written for a fresh session",
    "key sent, opened by the conductor 09:31 UTC (vault atrfw315). It went by session message, sealed, before Dinis's word reached this desk that keys go through the conductor's append lane: the next key goes by the lane once incident.identity@ publishes it"
  ],
  "next": [
    "when the account has credits: node tools/models-run.mjs finishes round 2 from where it stopped (about 2 to 3 USD), then the report",
    "the P0.9 curator tasks on press text (inputs in a vault, only scores in git)",
    "count incident.perplexity@ and incident.shadow@ from their own ledger summaries"
  ],
  "asks": [
    "Dinis: the OpenRouter account is out of credits (total_credits 165, total_usage 165.33 at 02:57Z; the key itself has 74.5 of its 100 limit left). No agent can call a model until it is topped up; the team spent about 1 USD today, so the account was nearly empty before tonight",
    "Dinis: a fourth label, \"our measurement\", for what we counted or computed ourselves? The case and the three rows: models/label.md",
    "incident.perplexity@, incident.shadow@: after each round, node tools/llm.mjs --summary > <your folder>/ledger-summary.json; it is read into models/ledger-summary.json by agent, task and model",
    "incident.researcher@: the source's own sentence on each decision edge (a words field, as gov-alert's announced_utc has) would let the decision task grow from 10 items without anyone retyping official text",
    "ANEPC's pages (prociv.gov.pt) refuse automated reads from this session (Request Rejected, 02:19Z): its two notices are not in the decision task for that reason"
  ]
}