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S03: Outcomes, bounded sources, and hardening

Status: deferred. The MVP renders explicit metric and Pareto abstentions; it does not fabricate a cohort, add unverified adapters, or claim this hardening slice complete.

Add honest outcome metrics, task-shape comparison, and the smallest bounded set of verified local sources, then close privacy, accessibility, performance, and operational QA.

  • Compute metrics in the UH projector with typed unit, window, formula version, method, confidence, source references, and missing-data reason.
  • Add semantic outcome tables and dependency-free SVG only where the relation is materially easier to understand visually.
  • Compute Pareto frontiers only inside an approved comparable cohort; list exclusions and abstain when the cohort is insufficient.
  • Add the repo-local Codex coordination adapter only after its installed schema passes conformance. It exposes bounded active-claim metadata and never paths, archives, prompts, transcripts, reasoning, commentary, or tool output.
  • Add a strict versioned snapshot importer for Telar, SpecSafe, OMP, Codex app state, and other sources without verified live APIs. Snapshots are contained, symlink-safe, timestamped, immutable, and visibly labeled.
  • Keep Orca and Paperclip unsupported or snapshot-only until a documented authorized interface is verified. Prism Arena remains historical task-shape evidence, never current work.
  • Cost per accepted outcome, tokens, latency, rework, detected/escaped errors, acceptance, and quality/cost/time appear only with a verified numerator, denominator, unit, and window.
  • DORA and product metrics remain unknown until authoritative deployment and product sources exist.
  • Measured and estimated values are visually and structurally distinct.
  • The comparability key includes task-shape/version, scope, risk, context regime, tool regime, evaluator/rubric, currency/price source, and window.
  • No universal score, route winner, or all-against-all leaderboard.
  • Metrics cover zero versus unknown, missing denominators, mixed methods, stale sources, currency, incompatible windows, and confidence.
  • Pareto covers dominance, ties, incomplete candidates, incompatible cohorts, exclusion counts, and insufficient-data abstention; every chart has an equivalent accessible table.
  • Snapshot import covers expiry, wrong version/project/kind, symlink escape, tampering, oversize, fixture mixing, and snapshot falsely claiming live transport.
  • Claim-board conformance proves cross-project notices are rejected and no transcript-like data is serialized.
  • Measure projection and bundle performance from reproducible fixtures before setting thresholds; do not invent an SLA without a baseline.

A real local UH source and any approved snapshots show their exact transport, as-of time, freshness, coverage, and limitations. A comparable cohort produces an explainable frontier; incompatible or insufficient data produces an explicit refusal rather than a chart-shaped guess.

Run all repository gates, desktop/tablet/mobile and 200% zoom screenshots, VoiceOver, keyboard, contrast, reduced-motion, system-state, detector, finish-reviewer, documenter, and unprimed human review. The handoff records real sources, unsupported sources, measured limits, and how to run the local dashboard without publishing or deploying it.