Claude is strongest when the task has clear context, a clear transformation and a way to verify the output.
Strong fits
- Summarization, synthesis and transformation.
- Drafting from a clear brief.
- Classifying, extracting and structuring information.
- Reasoning through tradeoffs.
- Coding when it can inspect the project and run checks.
Needs caution
- Current facts it has not verified.
- Ambiguous requirements.
- Numerical accuracy.
- Consequential decisions.
- Large tasks without checkpoints.
Task judgment lab
For each task below, decide whether Claude should answer directly, ask for more context, use a tool, or produce a draft that a human verifies. Explain the reason for each decision.
Tasks:
[paste your list]