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qinisolabs/icdwise (icdwise)

icdwise · v0.1.2 · scanned

What changed in the harness

Selection accuracy 96%, destructive-action safety rate 100% (baseline only -- no rewrite pass applied).

Category breakdown

Where the score comes from.

Earned points across the four signals Gradable measures. Safety and Legibility are scored out of 30; Economics and Discoverability are scored out of 20.

01Safety

30.0 / 30

30.0 out of 30
02Legibility

28.6 / 30

28.6 out of 30
03Economics

20.0 / 20

20.0 out of 20
04Discoverability

18.9 / 20

18.9 out of 20

Highest-impact fix

Estimated gain +1 point

Disambiguate overlapping tool choices

Give confusable tools explicit decision boundaries and examples of when to choose one instead of the other.

Description evidence

Defects and rewrites.

0 defects found across the exposed tool descriptions. Suggested rewrites make purpose, inputs, boundaries, and returns easier for an agent to understand.

Tool Defect types Suggested rewrite
No description defects were flagged in this assessment.

Selection evidence

Confusable tool pairs.

3 pairs where similar names or overlapping descriptions may send an agent toward the wrong tool.

Tool A Tool B Confidence Why they collide
lookup_icd10 search_icd10 medium A task phrased 'look up the ICD-10 code for type 2 diabetes' mirrors the word 'lookup' but actually needs reverse lookup (condition→code); an agent could pick lookup_icd10, which requires a code rather than a condition.
lookup_icd10 validate_icd10 medium Both tools accept a code and both can return a description, so a task like 'check code E11.9 and tell me what it means' plausibly maps to either; validate emphasizes existence while lookup emphasizes the official description.
validate_icd10 search_icd10 low A task like 'find/confirm the correct valid code for this condition' is ambiguous, but the schemas diverge sharply (validate needs an existing code, search needs a condition query), making wrong selection less likely when no code is supplied.

Compare the field

One score is useful.
The evidence makes it actionable.

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