Issues

• CSV exports do not neutralise spreadsheet formula injection in label fields

  bughelp wanted
  yakew7/Fair-Code#791 · Filter by author yakew7 opened on Oct 2, 2026

• csvField()/csvRow() are copy-pasted into three browser scripts

  enhancementhelp wanted
  yakew7/Fair-Code#790 · Filter by author yakew7 opened on Oct 2, 2026

• No source-level wiring tests for the compare view's new Download CSV and proxy-hint controls

  enhancementgood first issue
  yakew7/Fair-Code#789 · Filter by author yakew7 opened on Oct 2, 2026

• Benchmark dashboard hides each row's note field in a mouse-only title tooltip

  bughelp wanted
  yakew7/Fair-Code#788 · Filter by author yakew7 opened on Oct 2, 2026

• Benchmark dashboard flags small-sample rows with a coloured border only - no text or legend

  buggood first issue
  yakew7/Fair-Code#787 · Filter by author yakew7 opened on Oct 2, 2026

• Proxy-hint significance level (PROXY_ALPHA = 0.05) is not tunable from the CLI, MCP or web

  enhancementhelp wanted
  yakew7/Fair-Code#786 · Filter by author yakew7 opened on Oct 2, 2026

• Benchmark dashboard has no keyboard-accessible way to clear the loaded data or reload after dropping a file

  enhancementhelp wanted
  yakew7/Fair-Code#784 · Filter by author yakew7 opened on Oct 2, 2026

• CHANGELOG.md has no entry for the post-2.3.0 work (--csv, --sample, proxy hints on the web, benchmark dashboard)

  documentationgood first issue
  yakew7/Fair-Code#783 · Filter by author yakew7 opened on Oct 2, 2026

• MCP compare_datasets has no held-out column equivalent of --proxy-hints-with-a/-b

  enhancementhelp wanted
  yakew7/Fair-Code#782 · Filter by author yakew7 opened on Oct 2, 2026

• Web proxy-hint check cannot test a column that was already dropped (no --proxy-hints-with equivalent)

  enhancementhelp wanted
  yakew7/Fair-Code#781 · Filter by author yakew7 opened on Oct 2, 2026

• to_csv() ignores reference-baseline deviations even when --reference is used

  bughelp wanted
  yakew7/Fair-Code#780 · Filter by author yakew7 opened on Oct 2, 2026

• faircode profile --csv cannot write to stdout, unlike --json

  enhancementgood first issue
  yakew7/Fair-Code#779 · Filter by author yakew7 opened on Oct 2, 2026

• Benchmark dashboard sortable headers do not expose aria-sort

  buggood first issue
  yakew7/Fair-Code#777 · Filter by author yakew7 opened on Oct 2, 2026

• Benchmark dashboard chart drops the sign of signed metrics (bars use |value| only)

  buggood first issue
  yakew7/Fair-Code#776 · Filter by author yakew7 opened on Oct 2, 2026

• Benchmark dashboard misdetects results/summary.csv as a fairness file and renders blank values

  bughelp wanted
  yakew7/Fair-Code#775 · Filter by author yakew7 opened on Oct 2, 2026

• Explainer: What Is Fairness in Ranking?

  documentationhelp wanted
  yakew7/Fair-Code#736 · Filter by author yakew7 opened on Sep 26, 2026

• Explainer: What Is Distributionally Robust Optimization (DRO) for Fairness?

  documentationhelp wanted
  yakew7/Fair-Code#544 · Filter by author yakew7 opened on Sep 9, 2026

• Explainer: What Is Max-Min (Rawlsian) Fairness?

  documentationhelp wanted
  yakew7/Fair-Code#543 · Filter by author yakew7 opened on Sep 9, 2026