AirShot
A tool that provides audio analysis capabilities for coding agents. It uses pure CPU inference, has models available offline, supports both CLI and MCP invocation methods, and includes a Critic module that scores against a reference set and provides timestamped suggestions.
Timeline (last 90 days)
AirShot is a pure-CPU, offline-usable tool designed to add audio perception to coding agents.
AirShot's CLI mode reloads the model on every call, taking 20 to 40 seconds per call.
Through the MCP protocol, AirShot can keep the model resident in memory, eliminating the 20-40 second delay caused by reloading the model on every call.
AirShot's Critic module can score audio against 7 professional release videos and output timestamped revision suggestions.
The Critic module's score only indicates how similar the audio is to the 7 reference videos, not an absolute quality standard.
AirShot's deployment process includes installing CPU-version Torch and dependencies, running the Doctor environment check, and registering the MCP into Cloud Code, with no GPU needed throughout.
AirShot is suitable for checking release-video audio against existing professional standards, but not as the sole judge of audio quality.
All Facts (7)
AirShot is a pure-CPU, offline-usable tool designed to add audio perception to coding agents.
50%UnverifiedAirShot's CLI mode reloads the model on every call, taking 20 to 40 seconds per call.
50%UnverifiedThrough the MCP protocol, AirShot can keep the model resident in memory, eliminating the 20-40 second delay caused by reloading the model on every call.
50%UnverifiedAirShot's Critic module can score audio against 7 professional release videos and output timestamped revision suggestions.
50%UnverifiedThe Critic module's score only indicates how similar the audio is to the 7 reference videos, not an absolute quality standard.
50%UnverifiedAirShot's deployment process includes installing CPU-version Torch and dependencies, running the Doctor environment check, and registering the MCP into Cloud Code, with no GPU needed throughout.
50%UnverifiedAirShot is suitable for checking release-video audio against existing professional standards, but not as the sole judge of audio quality.
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