What success criteria and failure modes should I use for intake tasks?
Score several criteria separately, add trace checks beside final-state checks, and watch for known failure modes such as early routing, overwriting fields and duplicate creation.
**What success criteria suit an intake task?**
Use several, scored separately: correct final status, correct queue and owner, required requests created, protected fields unchanged, and a handover note that names the open issues.
**Should the final state be the only check?**
No. Two runs can reach the same state by different paths, one safe and one not. Add trace checks such as whether a duplicate search was run before a case was created or merged.
**What are common failure modes?**
- Routing before completeness is confirmed - Overwriting a field instead of raising a discrepancy - Closing a request when only part of it was supplied - Creating a duplicate party or case - Applying a written rule without its exception - Attempting invalid transitions that the environment should reject
**How do I handle ambiguous cases?**
Ask for tasks where policy and practice differ, and decide in advance which behaviour you will reward. Record that choice in the grader so results can be compared later.
**What evaluation questions are worth asking?**
Does the score fall when you remove the policy text? Does it change if tool names are reordered? Does the agent recover after a rejected action? Each question tests a different weakness.
**Are the tasks themselves checked?**
Run a human or scripted reference solution on a sample, because a task that cannot be solved is a pack defect.
Separate criteria and trace checks show why an agent failed, which a single pass or fail score cannot.
- Audience:
- Environment builders
- Content type:
- FAQ
- Buyer question:
- How to evaluate it
Content release: r-a220eb6e099b243b
Related questions
- What should you check when you receive an intake sample?
- What evaluation hooks should a simulated intake environment expose?
- What failure modes should an intake evaluation measure?
- How can a buyer judge the quality of generated intake data?
- How does a graded run expose a skipped completeness check?
- How can a buyer inspect the quality of a generated intake environment?