EPS Dashboard

Overview / Motivation

Auto-filed by the /daily 2026-07-15 problem sweep (route 2 — behavior/logic change, independent review required).

Goal

Sequence the extraction-store / expensive-input upload BEFORE (or concurrent with) any long fit/analysis phase, so a fit hang never strands the store; planner §9 orders the phases accordingly.

Workflow gap

Bug observed: #825 Track-S run 2 hung in a serial CPU MLP fit phase BEFORE the upload phase, stranding the turnstore off HF — recovering it cost a full fresh GPU re-extraction (09f28ede 04:20Z "The turnstore is not on HF (fit hung before [phase=upload])").
Why it is a workflow gap: the upload policy sequences uploads relative to POD RELEASE (#664: GPU released before the final bulk upload) but nothing orders the expensive-input upload relative to LONG FIT phases — the default phase order (extract → fit → upload) puts hours of hang risk between an expensive artifact's creation and its persistence.
Severity: high
verified-at-filing: grep -n 'before.*fit\|fit.*before\|sequenc' .claude/rules/upload-policy.md → 1 hit (L585, "#664 sequencing unchanged. The GPU pod is released before the FINAL bulk upload") — pod-release sequencing exists, upload-before-long-fit sequencing absent; planner.md §9 has no phase-ordering clause for expensive-input persistence relative to fit phases (grep 'upload' in planner.md §9 region shows no such ordering) (2026-07-16 UTC).

Proposed change (refine in planning)

Add to .claude/rules/upload-policy.md a phase-ordering rule: an expensive extraction store / regeneration-costly input consumed by a downstream fit/analysis phase is uploaded (or its upload launched concurrently) BEFORE any long (> ~15-30 min) fit/analysis phase begins — a fit hang or crash must never strand the store. Mirror the ordering requirement into .claude/agents/planner.md §9 (the plan names the upload point in the phase sequence). This is the intra-run sibling of the existing #664 pod-release sequencing (L585) and the "persist by default" rule.

Scope / surfaces

Primary target: .claude/rules/upload-policy.md (anchor: L585 #664 sequencing bullet)
Secondary: .claude/agents/planner.md §9 (phase sequencing)

Constraints / invariants

Workflow-surface only — never experiment code, configs/, or tasks/.
scripts/workflow_lint.py --check-asks passes; ruff on touched files passes.
This session runs under EPM_WORKFLOW_FIX_SESSION=1 and carries a workflow_fix_target: Provenance line — it MUST NOT auto-route its own subagents' workflow-fix candidates (recursion guard).

Provenance

fingerprint: 287c7eb4864a
workflow_fix_target: .claude/rules/upload-policy.md

Mined from 2026-07-15 session transcripts by the /daily problem sweep. Evidence: 09f28ede (#825) 04:20Z "The turnstore is not on HF (fit hung before [phase=upload])" (batch 08 P8 leg b).