| name | qdash-reporting |
| description | Create user-facing QDash reports from qdash-client data. Use when a user asks for daily or weekly calibration summaries, chip health reports, experiment reports, incident reports, workflow execution summaries, issue summaries, trend reports, or concise status updates from QDash. |
QDash Reporting
Use this skill to produce concise reports from QDash data. Load qdash-core access rules first when credentials, profiles, or helper command syntax are not already clear.
Workflow
- Clarify report scope only if it cannot be inferred: chip, project, date range, audience, and desired report type.
- Gather high-signal data first:
default-chip, metrics-config, chip-metrics, task-results, issues, executions, ai-reviews, and provenance-changes.
- Pull details only for outliers, failed executions, open issues, or changed parameters.
- Summarize in a report format suited to the user: executive status, calibration engineer handoff, incident update, or experiment log.
- Include a short evidence appendix when useful: IDs and timestamps, not raw JSON.
Helper Commands
uv run --with qdash-client python skills/qdash/qdash-core/scripts/qdash_query.py --profile local default-chip
uv run --with qdash-client python skills/qdash/qdash-core/scripts/qdash_query.py --profile local chip-metrics --chip-id chip-001
uv run --with qdash-client python skills/qdash/qdash-core/scripts/qdash_query.py --profile local task-results --limit 50 --chip-id chip-001
uv run --with qdash-client python skills/qdash/qdash-core/scripts/qdash_query.py --profile local issues --limit 20 --is-closed false
uv run --with qdash-client python skills/qdash/qdash-core/scripts/qdash_query.py --profile local executions --limit 20
uv run --with qdash-client python skills/qdash/qdash-core/scripts/qdash_query.py --profile local provenance-changes --within-hours 24
Output
- Use concrete dates and UTC timestamps from QDash where available.
- Lead with status and changes since the last relevant period.
- Keep recommendations tied to evidence.
- Avoid dumping tables unless the user asks for a table.
