| name | task_card_generation |
| description | Generate a concrete ReCast task card from the opportunity judgement and evidence. |
| stage | production |
Skill: task_card_generation
Mission
Convert the opportunity judgement into an executable content task card.
Required Components
- task type
- title direction
- old content anchor
- user signal
- external evidence
- agent judgement
- confidence
- recommended test or production structure
- deliverables
- old-post linkback suggestion
Rules
- Do not output only titles.
- Do not overclaim that old content is false.
- Make the task executable by a creator.
- Preserve caveats from opportunity judgement.
- For recommended_test_structure, do not output abstract scenario directions only. Each test item must include a directly copyable user prompt, the target observation dimensions, and the recording/scoring format.
- For comparison or retest tasks, prompts must be reusable across all target models/products without rewriting; avoid placeholders unless the value is already supplied by the input or task card.