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Claudeandclaude[bot]
f5a6b47b39
The weekly process metrics weigh tracks and the nightly ship review in the order quality, speed, tokens (#707), but the third axis had no source: the claude-code-action step hides usage from the Actions log on purpose, nothing read its execution_file, and the #728 reader printed "no data" every week. scripts/model-usage.mjs is the single module that builds and parses the line: `<!-- hp:usage input_tokens=N output_tokens=N cache_creation_input_tokens=N cache_read_input_tokens=N num_turns=N -->` (sums over every model in the last `result` message, `result.usage` when modelUsage is absent) or `<!-- hp:usage-none reason=<code> -->`. Only the result message is read; the rest of the file holds tool results, and no byte of it is printed. A new step right after Review in both model_review jobs (always(), continue-on-error) hands the line out as the job output `usage`. Usage is a reporting figure like the stage duration, so it travels as a job output and not through the sealed artifact: REQUIRED_FILES and the #556 gate are unchanged. Publication treats the line as untrusted input and writes the normalized form as the last line of the anchor block (review-doc-guard --anchor --usage=) or right after the SHIP-REVIEW block; empty becomes reason=missing, anything off-format reason=invalid. The #728 reader now takes the line only from the machine block: a reviewer quoting the previous round in prose no longer doubles its usage, and "no data" is counted as missing, never as zero. PROCESS.md §10.4 documents the source, the format and why it is a job output. Issue: #737 User-Visible: no Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_018qZfe7YS4rqEMKoVeS3GKd