every-sessions-usage-is-observed — What every AI session consumed is observed from the provider, attributed to the work it served, and never estimated into a fact

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Problém

Token consumption, model and cost of every session of a declared provider (docs/generated/providers.md) on this repository are recorded automatically from what the provider itself reports, and recorded as not observed, with the reason, where the provider reports nothing Majordomus can receive; they are attributed to session, task, issue and intent, shown in /ui with a click-through to the reported event, and used to judge what Majordomus costs and saves, with no estimate shown as a measurement. Proposed in ADR 0213 (Usage is observed through each provider's official telemetry into one provider-neutral record, and reported, estimated and billed amounts are never merged) (proposed; it carries no authority until the owner accepts it). Sources: chatgpt-majordomus:c234#0, chatgpt-majordomus:c236#0, chatgpt-majordomus:c236#5, chatgpt-majordomus:c253#0, chatgpt-majordomus:c253#5, chatgpt-majordomus:c278#6.

Výsledek

Token consumption, model and cost of every session of a declared provider (docs/generated/providers.md) on this repository are recorded automatically from what the provider itself reports, and recorded as not observed, with the reason, where the provider reports nothing Majordomus can receive; they are attributed to session, task, issue and intent, shown in /ui with a click-through to the reported event, and used to judge what Majordomus costs and saves, with no estimate shown as a measurement.

Aktuální stav

Its issues extend existing milestones; see each issue's why.

Cílový stav

Every criterion of the intent is carried by an issue here and proven by its test.

Kritéria přijetí

• A Claude Code session with collection enabled leaves usage records with model and input, output, cache-read and cache-write tokens as reported
• A provider that reports nothing, and an event missing a token category, yield an explicit absence with a reason, never a zero
• Codex cumulative totals replayed from fixtures produce the same session total as the increments, and Codex usage no evidenced seam hands Majordomus reads not observed with its reason, never zero
• Gemini CLI usage events captured from a named, dated client version map onto the same usage record, thought tokens included
• /ui shows usage by provider, model, session, task and issue, and every figure links to its reported events and names its measurement class
• Each compaction's context before and after is recorded from a captured provider event of a dated client version, or recorded absent where the provider reports no counts; no transcript is parsed
• A task over its declared token budget is told so, naming the budget, the figure and its class, and is refused only where policy declares refuse
• majordomus economics check refuses a waste finding's counterfactual effect, or a subscription session's price-list estimate, presented as a saving or as spend, on generated and UI surfaces as well as in hand-written prose
• majordomus economics summary lists every declared treatment arm (per mechanism and per agent topology) and every hypothesis, each untested until its pairs meet ADR 0082's publication rule
• Majordomus's own per-operation overhead in an adopting fixture repository (CLI start, warm discovery, idle server CPU and memory, incremental derive, bootstrap tokens) is measured against declared budgets, and bench --check fails when one is exceeded

Validace

• majordomus plan validate

Úkoly

Každý z nich je prováděcí kontrakt s vlastními kritérii přijetí, validačním příkazem a požadovanými důkazy. Sloupec wave je vrstva grafu závislostí, v níž úkol leží.

Graf

flowchart LR
    I3287["I3287<br/>A provider declares how it reports usage, with the evidence, beside its lifecycle"]:::ready
    I3288["I3288<br/>The shared server receives Claude Code's OpenTelemetry usage events over loopback and records them as reported"]:::blocked
    I3289["I3289<br/>Turning usage collection on is a dry-run plan the person consents to, never a committed repository setting"]:::blocked
    I3290["I3290<br/>Codex usage is read from app-server increments, and a cumulative total is never summed"]:::blocked
    I3291["I3291<br/>Gemini CLI usage events map onto the same record, thought tokens included"]:::blocked
    I3292["I3292<br/>Reported tokens, a price-list estimate and a billed amount are three fields, and the billing mode says which account paid"]:::blocked
    I3293["I3293<br/>Usage is attributed to the session, task and issue it was spent on, from records the repository already keeps"]:::blocked
    I3294["I3294<br/>/ui shows usage by provider, model, session, task and issue, and every figure opens its reported events"]:::blocked
    I3295["I3295<br/>A task declared over its token budget is told so, and refused only where policy says refuse"]:::blocked
    I3296["I3296<br/>Each compaction is measured: the context before and after, from the provider's report"]:::blocked
    I3297["I3297<br/>A waste finding names its evidence and confidence and is never presented as a saving"]:::blocked
    I3298["I3298<br/>The benchmark declares one arm per mechanism and per agent topology, and a short-task hypothesis beside the long-work one"]:::ready
    I3299["I3299<br/>Majordomus's own overhead in an adopting repository is measured per operation against declared budgets"]:::ready
    I3287 --> I3288
    I3287 --> I3290
    I3287 --> I3292
    I3288 --> I3289
    I3288 --> I3291
    I3288 --> I3293
    I3288 --> I3296
    I3289 --> I3290
    I3292 --> I3294
    I3292 --> I3295
    I3293 --> I3294
    I3293 --> I3295
    I3293 --> I3297
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    classDef active stroke:#2563eb,fill:#eff6ff,color:#1e3a8a,stroke-width:2px
    classDef verify stroke:#7c3aed,fill:#f5f3ff,color:#4c1d95,stroke-width:2px
    classDef ready stroke:#0891b2,fill:#ecfeff,color:#164e63,stroke-width:2px
    classDef planned stroke:#0891b2,fill:#ecfeff,color:#164e63,stroke-width:2px
    classDef blocked stroke:#b45309,fill:#fffbeb,color:#78350f,stroke-width:2px
    classDef cancelled stroke:#6b7280,fill:#f9fafb,color:#374151,stroke-width:2px
    classDef superseded stroke:#6b7280,fill:#f9fafb,color:#374151,stroke-width:2px

Canonical record: .ai/repo/project/milestones/every-sessions-usage-is-observed.yaml. Read it back with majordomus plan show every-sessions-usage-is-observed.