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AlvisoOculus/optionsahoy-mcp (optionsahoy-mcp)

optionsahoy-mcp · v1.10.1 · scanned

What changed in the harness

Selection accuracy 98%, 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

29.3 / 30

29.3 out of 30
03Economics

3.4 / 20

3.4 out of 20
04Discoverability

17.1 / 20

17.1 out of 20

Highest-impact fix

Estimated gain +17 points

Reduce the tool-definition and task token payload

Consolidate overlapping tools and trim repetitive schema text while preserving behavior, parameter, and return semantics.

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.

1 pair where similar names or overlapping descriptions may send an agent toward the wrong tool.

Tool A Tool B Confidence Why they collide
amt_iso_optimize rsu_lot_optimize medium Both are multi-year, tax-minimizing equity-compensation scheduling tools ('optimized schedule', 'which years', 'lowest tax'), so a vague task like 'when should I sell my company stock to minimize taxes' or 'optimize the tax schedule on my equity grants' could pull the agent to either. The confusion is genuine but bounded: each description leads with its asset class (ISO exercise/AMT vs. vested RSU lot divestment) and the word 'options' tilts toward amt_iso_optimize even for users whose actual holding is RSU lots, so tasks that omit the grant type are the real risk.

Compare the field

One score is useful.
The evidence makes it actionable.

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