Align marketplace counts and application actionability

[profilesearch]

Summary

Align public marketplace inventory reporting with the job lifecycle and separate actionable application work from sample/history.

Public inventory truth

• preserve open_jobs as the literal non-sample status='open' count;
• add accepting_jobs for non-sample jobs in open or reviewing;
• use accepting_jobs on Stats, Press, worker activation, current homepage wording, and future marketplace-pulse generation;
• render missing or null accepting counts as unknown (—), while preserving authoritative numeric zero;
• remove the stale hardcoded 3 Open public jobs claim.

Admin application truth

• classify recent application rows as actionable, sample, or historical;
• include an explicit reason for each class;
• compute candidate-quality summary counts only from actionable applications;
• retain sample and historical rows for inspection;
• remove the temporary employer email used to classify sample rows before returning the response.

Why

The marketplace lifecycle changes a job from open to reviewing after the first application while continuing to accept applications. Production therefore had four legitimate jobs visible under Find Work but public stats displayed zero open jobs. The admin application pipeline also combined current, sample, and historical records into one pending/quality summary.

Validation

• backend: 398 tests passed;
• Playwright: 112 passed, 6 skipped;
• security static checks: passed;
• public shell guardrails and synchronization: passed;
• performance budgets: passed;
• Python compilation: passed;
• frontend dependency audit: 0 vulnerabilities;
• git diff --check: passed;
• independent exact-tree review: GO on tree 5d871985484e42d489c3d8757e573642e18f1e35 (224/224 immutable files verified after focused gates).

Safety

Reporting, classification, and public-copy change only. No jobs, applications, orders, payments, customer records, communications, or analytics/admin state are created or mutated.

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Project	Deployment	Actions	Updated (UTC)
gohire-humans	Ready	Preview, Comment	Jul 22, 2026 9:32am