Show auth file usage and remaining Codex quota estimates

[AndrewZhuCC]

Summary

Add per-auth-file usage totals and Codex quota estimates to Auth Files, plus fleet-wide remaining capacity estimates on Quota Management.
Quota estimates are aligned to each credential's active provider reset window so retained history is never mixed with a newly reset percentage.

Scope

• Frontend panel
• Manager Server
• CPA panel mode
• Full Docker mode
• Native packages / release
• Docs / Wiki
• CI / build / tooling

Changes

• Show retained-history token and cost totals for matching auth file name and auth index.
• Estimate Codex 5-hour and weekly token/value limits from credential-scoped analytics for the active provider reset window.
• Show fleet-wide estimated remaining Codex tokens and value above the credential cards, with estimate coverage.
• Keep quota percentage, sample time, reset time, reset label, and window duration aligned when API and usage-header quota state are merged.
• Prevent old-window analytics rows from being reused while a newly reset window is loading; incomplete credential queries can retry on refresh.

User Impact

Operators can see recorded usage per auth file and approximate current-window Codex capacity at both account and fleet level. Estimates display as unavailable when matching analytics, quota percentage, reset metadata, or window duration is missing.

Compatibility / Runtime Notes

• CPA panel mode: Uses the existing Manager Server monitoring analytics endpoint when request monitoring is available; otherwise estimates fail closed.
• Manager Server mode: No endpoint, database, or configuration changes are introduced by this PR.
• Full Docker / native packages: No new runtime settings or migration steps; rebuilt bundles include the updated frontend.

Data / Security Notes

Uses existing local credential_stats only, filtered by auth file name and auth index. No auth contents, new telemetry, external billing calls, browser persistence, or database schema changes are added.

Risk / Rollback

Risk level: Medium

Rollback notes:

• Revert this PR to restore the previous auth-file and quota displays.
• Analytics failures are isolated to placeholders and do not block existing auth-file or quota controls.

Verification

• Type check
• Lint
• Tests
• Build
• Manual UI check
• Docs/link check
• Not applicable, docs-only

Commands / evidence:

npm --workspace apps/web run type-check
npm --workspace apps/web run lint
npm test                       # 88 test files, 717 tests passed
npm run build
docker buildx build --platform linux/amd64 --load -f Dockerfile.manager-server ...

Screenshots / Recordings

Docs

• README updated
• Wiki updated
• Release notes needed
• Not needed

Related

N/A

[josephcy95]

这个不错 可以看到不同账号的体质

[seakee]

首先非常感谢你的 PR，但是这些功能已经在新版的凭证管理里面做了，而且更详细，预计下周会正式发布，前面在群里已经做了预告了。合并的话没有多大意义了，因为全新的凭证管理很快就发布了，所以这个 PR 不会合并了。