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Get Started Free →Turn read-only TweetClaw exports into source notes for approval-gated social publishing workflows.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | -27% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 37% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -27% | 0% |
| case-01 | ✓→✓ | = Same ✓ | -7% | 0% |
| case-02 | ✓→✓ | = Same ✓ | -33% | 0% |
Use this skill when an agent needs to prepare review notes from TweetClaw export data before a human approves a social post. Treat the export as evidence only.
metrics.
Do not publish, schedule, delete, or edit social content. Stop if the workflow requires live account access.
Other measured skills in the registry, with their headline benchmark lift.