SoundMagic
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TDQS
Scored across 6 tools
Each tool has a clearly distinct purpose: capabilities describes the environment, submit creates a job, status checks state, wait blocks for completion, cancel aborts, and release tears down resources. There is no overlap that would cause an agent to misselect.
All tools follow the soundmagic_ prefix and use lowercase snake_case, creating a highly predictable pattern. The action words are mostly verbs (submit, wait, cancel, release) but two are nouns (capabilities, status), a minor deviation from a strictly verb-based scheme.
Six tools is well-scoped for a local audio job manager: discovery, submission, monitoring, waiting, cancellation, and resource release. Each tool earns its place and no redundant utilities are present.
The tool set covers the full lifecycle of a job: check what is possible, submit work, observe progress, wait for a terminal state, cancel if needed, and release the GPU afterwards. No obvious dead ends or missing operations for the stated domain.