01Safety
0.0 / 30
What changed in the harness
Selection accuracy 100→100, token cost up 2%, unconfirmed writes 0%→0%.
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.
02Legibility
29.0 / 30
03Economics
19.7 / 20
04Discoverability
12.6 / 20
Highest-impact fix
Estimated gain +30 pointsAdd explicit identity and permission preflight tools
Expose machine-readable principal/tenant confirmation and a non-mutating permission check so agents can verify both before destructive actions.
Description evidence
Defects and rewrites.
2 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 |
|---|---|---|
vicsee_list_models |
no_return_description |
List available VicSee models with their capabilities and credit costs, optionally filtered by the `type` parameter (image, video, or music). Returns the list of matching models; use a returned model's `id` as the `model` argument to vicsee_generate and consult its options to see valid parameters. |
vicsee_get_credits |
no_return_description |
Get the current VicSee credit balance for the configured API key. Returns the remaining credit balance so you can check quota before running generations. |
Selection evidence
Confusable tool pairs.
2 pairs where similar names or overlapping descriptions may send an agent toward the wrong tool.
| Tool A | Tool B | Confidence | Why they collide |
|---|---|---|---|
vicsee_upscale_image |
vicsee_upscale_video |
medium | A user asking to "upscale this" a file or URL without stating whether it is an image or video maps to both tools; they have identical async task-id behavior and nearly identical schemas (image_url vs video_url), so an agent could pick the wrong one from the media type. |
vicsee_generate |
vicsee_upscale_image |
medium | A request like "improve/enhance this image" is genuinely ambiguous: vicsee_generate supports image-to-image via image_urls and local file paths, while vicsee_upscale_image enhances via resolution upscaling, so an agent could select the wrong tool based on intent phrasing. |
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