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## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work > - Cost/usage tracking is core to that: the dashboard shows per-agent spend so a team can see what their AI workforce is costing them > - The `grok_local` adapter (xAI's Grok Build CLI) is a newer adapter than `claude_local`/`codex_local`, and its usage/cost wiring was left incomplete > - Every `grok_local` run persists `usage.inputTokens/outputTokens/cachedInputTokens = 0` and `costUsd = null` in `heartbeat_runs`, unconditionally, even though the underlying `grok` CLI reports real, non-zero token counts and cost per turn in its own JSON stream > - This pull request wires the parser to actually read `usage`/`total_cost_usd` from the CLI's terminal `end` event, threads those values into the adapter's execution result, and marks them `usageBasis: "per_run"` so the heartbeat service doesn't incorrectly delta them against a prior run on a resumed session (matching how `claude_local`/`codex_local` already do this) > - The benefit is accurate cost/usage visibility for any self-hosted Paperclip instance running Grok Build agents, instead of a dashboard that always reads zero ## Linked Issues or Issue Description Fixes: #10432 ## What Changed - `packages/adapters/grok-local/src/server/parse.ts`: `parseGrokJsonl()` now reads `usage.input_tokens` / `usage.output_tokens` / `usage.cache_read_input_tokens` / `total_cost_usd` from the terminal `end` event and returns them on `ParsedGrokJsonl` (previously discarded entirely). - `packages/adapters/grok-local/src/server/execute.ts`: `toResult()` now populates `usage.inputTokens/outputTokens/cachedInputTokens` from the parsed values instead of hardcoded `0`, sets `usageBasis: "per_run"` (each `--single` invocation reports usage for just that process, not a running session total), and surfaces `costUsd` only when `billingType === "api"` (metered) — subscription/OAuth billing has no marginal dollar cost, so it stays `null` there, but token counts are populated for both billing types since usage visibility is useful regardless of billing model. - `packages/adapters/grok-local/src/server/parse.test.ts`: added a test asserting usage/cost extraction from a representative `end` event payload, and updated the existing exact-equality test for the new fields. - `packages/adapters/grok-local/src/server/execute.test.ts`: added a test covering both subscription billing (tokens populated, `costUsd: null`) and API-key billing (tokens populated, real `costUsd`), and asserting `usageBasis: "per_run"` in both cases. ## Verification - `pnpm vitest run packages/adapters/grok-local/src/server/parse.test.ts packages/adapters/grok-local/src/server/execute.test.ts` — 9/9 passed - `tsc --noEmit` on the `grok-local` package — clean - Verified against a real self-hosted Paperclip instance running `grok` CLI `0.2.112` with SuperGrok subscription (OAuth) auth: confirmed the raw CLI stream reports real `usage`/`total_cost_usd` (e.g. `"usage":{"input_tokens":21560,...},"total_cost_usd":0.0564448`) that was previously discarded before ever reaching `heartbeat_runs.usage_json`, which always showed all-zero tokens regardless of real usage. ## Risks - Low risk, additive change scoped entirely to the `grok_local` adapter's usage/cost reporting path — no change to control flow, session handling, or process execution. - `usageBasis: "per_run"` mirrors the existing, already-tested pattern in `claude_local`/`codex_local` execute paths, so the heartbeat service's per-run vs. session-cumulative delta logic is exercised the same way. - `costUsd` is intentionally left `null` for subscription/OAuth billing (no behavior change there beyond now-populated token counts) to avoid implying a dollar cost that doesn't exist for flat-rate billing. ## Model Used Claude Sonnet 5 (`claude-sonnet-5`), via Claude Code, no extended thinking. Root cause was found by comparing real `grok` CLI JSON stream output (captured directly from a live invocation) against the persisted `heartbeat_runs.usage_json` row for the same run on a self-hosted instance, then reading `parse.ts`/`execute.ts` source to confirm the hardcoded zero values. ## 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 (none found) - [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 (`fix/grok-local-usage-cost-tracking`) 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 - [ ] I have updated relevant documentation to reflect my changes (no user-facing docs reference this internal usage-reporting behavior) - [x] I have considered and documented any risks above - [ ] All Paperclip CI gates are green (pending at time of writing) - [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups (addressed the one P1 raised — `usageBasis: "per_run"`) - [x] I will address all Greptile and reviewer comments before requesting merge