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huseyinstif/klaket (klaket-mcp)

klaket-mcp · v0.7.1 · scanned

What changed in the harness

Selection accuracy 83→80, token cost up 3%, 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.

01Safety

0.0 / 30

0.0 out of 30
02Legibility

25.7 / 30

25.7 out of 30
03Economics

20.0 / 20

20.0 out of 20
04Discoverability

14.4 / 20

14.4 out of 20

Highest-impact fix

Estimated gain +30 points

Add 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
klaket_job_status
no_return_description
Check the status of a Klaket ingest job. Returns the job's current status as one of 'queued', 'processing', 'done', or 'failed'; poll this until it returns 'done' for the id from klaket_ingest.
klaket_find_moment
no_return_description
Search a processed video for moments matching a query. Returns the matching moments as timestamped transcript lines, on-screen text, or scene descriptions with their timestamps. The job must be 'done' before calling this.

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
klaket_get_result klaket_find_moment medium Both act on a completed job and expose the same kind of data (timestamped transcript, scene descriptions, on-screen text). Wording like 'get the moments about the pricing slide' or 'find the processed content for this video' could plausibly route to the wrong one since one returns the full markdown while the other runs a search.
klaket_job_status klaket_get_result medium A task such as 'what's the result of my job?' is genuinely ambiguous: 'result' matches klaket_get_result's name, but asking about a job's outcome maps to klaket_job_status. The two are easy to conflate for vague status-vs-content requests.
klaket_ingest klaket_get_result low Asking to 'get the result for this video/URL' before processing has started could pick klaket_get_result on name match alone, when klaket_ingest must be called first. Low plausibility because descriptions state the required pipeline order.

Compare the field

One score is useful.
The evidence makes it actionable.

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