Issues

• Discussion: align Test-only evaluation with unchanged Interpretation skill templates

  EpistasisLab/memstara#228 · Filter by author HyunjunA opened on Nov 3, 2026

• Track MVP input validation, partitioning, reproducibility and execution reliability

  EpistasisLab/memstara#224 · Filter by author HyunjunA opened on Nov 3, 2026

• Resume interrupted agents with fresh calls while preserving completed artifacts

  EpistasisLab/memstara#223 · Filter by author HyunjunA opened on Nov 3, 2026

• Unify new MVP executions under one explicit experiment and feedback policy

  EpistasisLab/memstara#222 · Filter by author HyunjunA opened on Nov 3, 2026

• Validate datasets immediately after upload and define missing-value handling

  EpistasisLab/memstara#220 · Filter by author HyunjunA opened on Nov 3, 2026

• Align replicate split seeds with classifier random_state and persist the seed schedule

  EpistasisLab/memstara#219 · Filter by author HyunjunA opened on Nov 3, 2026

• Restore and verify CSV upload in experiment setup

  EpistasisLab/memstara#217 · Filter by author HyunjunA opened on Nov 3, 2026

• Enforce analysis-ready inputs and remove implicit feature preprocessing for MVP

  EpistasisLab/memstara#216 · Filter by author HyunjunA opened on Nov 3, 2026

• Prevent workspace polling timeouts from recursive run artifact discovery

  area:viewer-apibug
  EpistasisLab/memstara#213 · Filter by author HyunjunA opened on Nov 3, 2026

• Prevent multi-execution live-output queries from timing out on large histories

  area:viewer-webbug
  EpistasisLab/memstara#211 · Filter by author HyunjunA opened on Nov 3, 2026

• Clarify experiment cards with hypothesis-first titles and explicit replicate progress

  area:viewer-webenhancement
  EpistasisLab/memstara#210 · Filter by author HyunjunA opened on Nov 3, 2026

• Post-MVP: compare guided hypotheses with feature-count-matched random controls

  area:viewer-webresearch-decision
  EpistasisLab/memstara#208 · Filter by author HyunjunA opened on Nov 3, 2026

• Clarify README quick start: bundled HeartFailure inputs, .env setup and ./start.sh

  EpistasisLab/memstara#196 · Filter by author HyunjunA opened on Nov 3, 2026

• Start the complete application with one Docker Compose command

  area:infraenhancement
  EpistasisLab/memstara#195 · Filter by author HyunjunA opened on Nov 3, 2026

• Complete the single .env configuration contract across all launch paths

  area:infraenhancement
  EpistasisLab/memstara#194 · Filter by author HyunjunA opened on Nov 3, 2026

• Define reproducible uncertainty and multiple-testing protocols for pipeline comparisons

  area:pipelineresearch-decision
  EpistasisLab/memstara#193 · Filter by author HyunjunA opened on Nov 3, 2026

• Post-MVP: expose cross-hypothesis feature selection summaries

  area:viewer-webenhancement
  EpistasisLab/memstara#192 · Filter by author HyunjunA opened on Nov 3, 2026

• Define positive-control and external-evidence comparison protocols

  area:pipelineresearch-decision
  EpistasisLab/memstara#191 · Filter by author HyunjunA opened on Nov 3, 2026

• Post-MVP: validate a selected saved hypothesis without overwriting results

  area:pipelineenhancement
  EpistasisLab/memstara#190 · Filter by author HyunjunA opened on Nov 3, 2026

• Decide and persist per-loop combination sampling policies

  area:pipelineresearch-decision
  EpistasisLab/memstara#189 · Filter by author HyunjunA opened on Nov 3, 2026

• Post-MVP: design auditable manager-guided pipeline scheduling

  area:pipelineresearch-decision
  EpistasisLab/memstara#188 · Filter by author HyunjunA opened on Nov 3, 2026

• Post-MVP: add spending limits, budget alerts and safe execution pauses

  area:pipelineenhancement
  EpistasisLab/memstara#187 · Filter by author HyunjunA opened on Nov 3, 2026

• Post-MVP: generate validated knowledge bundles from supplied documents

  area:okfenhancement
  EpistasisLab/memstara#186 · Filter by author HyunjunA opened on Nov 3, 2026

• Post-MVP: provide a Universe-first research workflow with advanced settings

  area:viewer-webenhancement
  EpistasisLab/memstara#185 · Filter by author HyunjunA opened on Nov 3, 2026

• Post-MVP: encode evaluation performance in Question Universe nodes

  area:viewer-webenhancement
  EpistasisLab/memstara#184 · Filter by author HyunjunA opened on Nov 3, 2026