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I3133 — The economics benchmark measures acceptance: how many sessions declared done while the task's hidden tests fail, with and without the finish contract

Add an acceptance metric to the economics methodology over the existing pilot corpus: per arm, the fraction of sessions whose final state the agent called done while the hidden acceptance tests fail, and add a treatment variant that includes the finish contract and hooks the first treatment excludes; the generator publishes it only past the methodology's existing rule.

BLOKOVÁNO wave 1 · p2 · deep-work profile · parallel safe

Part of the-product-shows-what-it-caught — What finish caught is counted from the ledger and compared on the benchmark, never asserted.

Blocked. This issue cannot start until I0401 is done. The status is derived from that, not declared.

Cíl

Add an acceptance metric to the economics methodology over the existing pilot corpus: per arm, the fraction of sessions whose final state the agent called done while the hidden acceptance tests fail, and add a treatment variant that includes the finish contract and hooks the first treatment excludes; the generator publishes it only past the methodology's existing rule.

Proč

Assessments of 2026-10-02, 10-11 and 10-13 asked for identical tasks with and without Majordomus, measuring false completion, not only tokens. The corpus already has hidden tests that decide whether a 'done' is done; docs/ECONOMICS.md lists 'the finish contract's effect on rework' as unmeasured. Under version 1's pairing rule, the runs this metric counts are invalid, and without a declaration that the runner observes, the metric would only repeat the failed-run table already in docs/generated/economics.md. Proposed in ADR 0208 (The product's value is stated as the false dones its finish caught, beside the friction it cost) (proposed; it carries no authority until the owner accepts it). Sources: chatgpt-majordomus:c176#9, chatgpt-majordomus:c226#18, chatgpt-majordomus:c256#5, chatgpt-majordomus:c194#3, chatgpt-majordomus:c001#2, chatgpt-majordomus:c119#5, chatgpt-majordomus:c126#1, chatgpt-majordomus:c179#11, chatgpt-majordomus:c179#13, chatgpt-majordomus:c198#14.

Aktuální stav

.ai/repo/benchmarks/economics/methodology.yaml (version 1, primary metric effective_token_reduction, a pair valid only when both runs succeeded); seven tasks with hidden tests; docs/generated/economics.md at 707a04c7ce8 reports 0 valid live pairs under methodology 1 and already tabulates failed runs per arm.

Cílový stav

Methodology version 2 declares the acceptance metric and the finish treatment; the calculator in apps/majordomus-cli/src/economics computes it; the report says unmeasured until pairs exist.

Rozsah

  • .ai/repo/benchmarks/economics/methodology.yaml
  • apps/majordomus-cli/src/economics
  • docs/ECONOMICS.md
  • docs/generated/economics.md
  • apps/majordomus-cli/src/economics/runner.rs
  • apps/majordomus-cli/tests/economics.rs
  • .ai/repo/project/intents
  • .ai/repo/benchmarks/economics/suites/pilot.yaml
  • .ai/repo/benchmarks/economics/README.md
  • test/cases/430_economics.sh
  • test/cases/431_economics_claims_gated.sh

Mimo rozsah

  • Recording the live runs (needs a provider account and the owner's budget)
  • Cross-provider comparison
  • A ledger-side false-acceptance signal (reopen or revert after a completed finish); no event records a reopen

Závislosti

Co na tom čeká

Kritéria přijetí

  • majordomus economics references still proves every hidden test fails on start and passes on reference
  • With a fixture of paired runs the calculator reports the acceptance metric per arm; with none it reports no claim
  • majordomus economics check refuses a prose figure for the metric
  • Methodology version 2 declares an acceptance pairing of its own: a pair is valid when both sessions ran to their end and the hidden tests ran on both final states; a hidden-test failure is the measured outcome, never a reason to invalidate the pair; the pairing has its own min_valid_pairs
  • 'Declared done' is defined the same way in both arms as a completion declaration the shared task prompt requires and the runner parses; the finish-contract variant also requires an accepted `majordomus finish --outcome completed`, applied by the runner rather than left to the agent's choice
  • The denominator is the arm's sessions in valid acceptance pairs, and the report prints it beside every figure
  • The treatment-arm count of finish accepted while hidden tests fail is reported under the name false acceptance
  • Criterion acceptance-is-a-benchmark-treatment of the intent names false acceptance, and carries evidence: test with ref apps/majordomus-cli/tests/economics.rs

Validace

  • cargo test --test economics
  • majordomus economics check
  • majordomus generate --check

Požadované důkazy

  • test_acceptance_metric

Důkazy

Nic nezaznamenáno. Za každým tokenem výše musí stát příkaz nebo artefakt, než lze tento úkol dokončit; vyprávění se odmítá.

Časová osa

zahájeno
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ověřeno
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dokončeno
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Tato tři pole, důkazy výše a stav závislostí jsou vše, z čeho se stav skládá. Neexistuje žádné pole stavu, které by s nimi mohlo být v rozporu.

Canonical record: .ai/repo/project/issues/I3133.yaml. Read it back with majordomus plan show I3133.

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