[KongchangAI]
Unverified50% confidenceEventExact time

In the live demo, when gcloud was not installed in the test environment, the skill-enabled version consumed far more tokens than the baseline by repeatedly attempting to run commands, while the baseline model simply switched to other resources to answer.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/16/2026
First Seen
Valid until: 12/15/2026

Sources

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curl https://kongchang.com/api/v1/knowledge/claims/925615
MCP
get_claim(id=925615)