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## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Connections store the AI accounts used by legacy and native runners. > - Subscription accounts can reach session, weekly, model, or paid usage limits. > - Operators need to read these limits for a specific stored account before making a routing decision. > - This pull request adds an on-demand usage probe to the connection service and account detail. > - The result preserves provider limits, reset times, paid usage, and unknown values for later consumers. ## Linked Issues or Issue Description **Subsystem affected** Shared contracts, the connection service and API, and the account detail UI. **Problem or motivation** Managed AI accounts lack a common operation to read their current usage limits. A local harness probe can read a different login from the account selected for an agent. **Proposed solution** Add `aiConnectionService.probeUsage()` and a board-only connection usage endpoint. Probe the selected credential grant on request. Support Codex, Claude, and Grok subscriptions, plus OpenRouter API key limits. **Alternatives considered** Harness-specific automatic polling would couple the read to execution and can read ambient credentials. This change uses the managed connection credential and leaves scheduling and admission decisions to later work. **Roadmap alignment** This extends the existing Personal & Shared AI Accounts capability. It adds no routing or quota enforcement. Related: Refs #14459 for managed OpenAI quota reads; Refs #14781 and Refs #13379 for downstream pacing and budget work. This operation reads one requested account across all three subscription providers. ## What Changed - Add typed usage snapshots and a probe capability flag to managed AI connections. - Normalize Codex, Claude, Grok, and OpenRouter responses. Keep model scopes, provider admission, reset periods, and paid allowances separate. Preserve unknown values. - Enforce company membership, credential audience, grant identity, and connection lifecycle before reading the stored secret. - Add a board-only `GET /api/companies/:companyId/ai-connections/:connectionId/usage` endpoint with `no-store` responses. - Add manual **Check usage** and **Refresh** actions to account details. Show compact usage bars, resets, admission and overage status; remove repeated descriptions and account-default copy. Clear previous results during a new request or error. - Add Storybook previews using the production account components for all four providers, initial checks, loading, and permission errors. - Add provider, authorization, runner selection, API, and UI coverage. Document provider sources and live qualification. ## Verification - Initial provider, authorization, selection, API, and UI validation passed (96 focused tests): `pnpm exec vitest run server/src/services/ai-connection-usage.test.ts server/src/__tests__/ai-connections.test.ts ui/src/components/ai-connections/AiConnectionUsagePanel.test.tsx server/src/__tests__/openapi-routes.test.ts`. - `pnpm -r typecheck` passes for the initial implementation. After simplifying the UI, 9 usage-panel and date-helper tests, UI typecheck, token gates, and Storybook build pass. The initial feature module boundary check also passed. - Real Codex, Claude, and Grok credentials were saved to encrypted disposable connections. The actual usage HTTP route returned 200 with `status: ok`. Legacy and native runner selection checks passed. The tests started no model turn and exchanged no refresh token. The disposable databases and vaults were removed. - Live Claude responses added structured scoped limits. Live Grok responses omitted included-plan usage. Tests now cover both shapes and preserve the Grok omission as unknown. - The full workspace build passes. A full local test run hit a heartbeat feedback timeout. That case passes in isolation. The duplicate local run was stopped after all remote checks passed. The Slack ordering and OpenCode transport CI flakes also pass in isolation and on the CI rerun. - Current head: `ff3d479029a1c4248190323e221b2803cfb0d79d`. All 54 active checks pass. Two Storybook checks are intentionally skipped by the workflow. Greptile is 5/5 with no unresolved review findings; the branch is mergeable. ## Risks - Subscription usage endpoints can change. Credentials can lack usage-read permission. The probe returns explicit errors without fresh limits in these cases. - A successful probe can contain partial data. Missing utilization or admission remains unknown. An enabled paid-usage switch does not prove a funded balance. - This change adds no migration. It does not change runner admission or automatic provider selection. Provider requests use fixed endpoints, disabled redirects, bounded response sizes, and a 15-second deadline. ## Model Used OpenAI Codex, GPT-6, with reasoning, file editing, shell execution, and HTTP tools. The session does not expose the exact runtime model variant or context window size. Real provider credentials were used only for the authorized live checks. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>