A: verdict-visible improvement capsule (verdict+tier+real blocker via one panel_reason reducer, open obligation ids, money/time/rounds/passes rails line, three real moves); reviewer-authored obligation identity (disposition_kind new|re_raise validated against the host catalog, fail-closed to new, per-pass dedup, reuse-immutable) with surviving rebuttals (previous_disposition/previous_reason/reopened_count); typed dialogue_status (continue_actionable|unreachable_here|stable_disagreement) reduced over ALL contract-valid actors with the panel quorum — termination is reviewer-authored or a real rail, never a host counter.
B: two cache-marked review-prompt segments (governance + task-stable contract), slot label off byte 0, breakpoint cap asserted on the final payload.
C: GAIA sandbox attachment staging (prompt-declared /shared_files channel, exact shared-root lookup, per-file provenance, typed per-sample infra error); CLB acceptance-claims operator patch (receipt-bound claims, knowledge nudge in the steer slot, bounded cost-finality wait); SWE-Pro cumulative shard budget (auto_run derives per_task x scheduled, run_pro seeds from cumulative spend); CLI/PB bounded task_cost_finalized waits for completed/degraded only.
D: light-mode shell guard resolves cwd before judging repo targets (resource-root label false-block fixed); post-task cost publish uses try_get_bridge.
E: generative surface-duty in commit/plan review checklists; all P9 carriers bumped.
Reviewed: 2 adversarial rounds + production triad+scope (PASSED) + codex final (GO); smoke 5x5 on all five benches verified the dialogue/staging/budget mechanics live.
Commit 3/3 of the bench post-mortem sprint (plan smooth-skipping-charm;
commits 1-2 = bf8bde7 v6.54.3, ef786bb v6.54.4). Minor bump per plan.
Shared bench-template scaffold defaults, disclosed in the benchmarks index
and per-bench METHODOLOGY files: OUROBOROS_MAX_WORKERS=4 (same-model
decomposition slots within one task, never best-of-N; TB 2->4, GAIA
--max-workers default 1->4 with explicit 1 as the strict-baseline ablation
and the quality-profile silent 1->5 bump removed, SWE-pro 5->4),
OUROBOROS_SAFETY_MODE=light (disposable jails; deterministic guards stay),
RUNTIME_MODE=pro for container benches (GAIA deliberately stays light: its
solver runs unisolated against a live repo), and claude_code_edit disabled
in every bench solve task (single-model harness measurement). TB raises
_DEADLINE_SAFETY_SEC 30->105 from measured finalization overhead, mirrors
the registry _WEB_TOOLS denylist (youtube_transcript drift fixed, pinned by
a sync test), and the README pins why --all-model keeps review single-model.
ProgramBench e2e runner ported from the colleague's tree, adapted to our
APIs: metadata.budget_profile onto the v6.54.4 contract (footer keys
dropped, reserve pct unit-fixed 0.15->15), solve-model preflight through
migrate_model_value (fail-fast on direct-route legacy ids), atomic
per-instance checkpoints with honored reattach (client poll timeout leaves
the executor alive; the next run skips seed/start and reattaches), explicit
payload-status terminal detection, denominator-preserving ledgers
(skipped_existing rows; skipped = successful for exit code), source-only
submissions (both root binaries excluded by name), idempotent workspace
normalization shared by the prepare-only flow.
New continual_learning/ launcher wraps the EXTERNAL CL-Bench runner
(nothing vendored; fails loudly with obtain instructions), strict-sequential
guard (parallel opt-in is exclusively-stateless-bridge only), standard-path
pointer rows keep the ledger denominator, fidelity gaps of the pinned
external adapter recorded and warned. OSWorld aligned to the official 2.0
protocol (pinned OSWorld-V2@c261cb57, 500-step default, show_result.py
layout, official traj rows), bridge-level final_answer capture with
VM-state-only prompting, preflight verifies the target server's effective
scaffold settings via /api/settings (env cannot configure a --url server)
and refuses the live desktop URL without an explicit flag.
LifelongAgentBench documented as blocked (its 100% run was a no-gold-oracle
artifact). Carriers synced to 6.55.0. Review: 6 triad+scope rounds to a
fully clean verdict (16 confirmed criticals fixed, each with a regression
test); gemini/opus clean in all rounds.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
