A computer-implemented method for detecting system anomalies, comprising: receiving system parameters specifying functionality of a first computing system; querying a state model using the received system parameters to detect an anomaly within the first computing system; and responsive to detecting an anomaly in the first computing system based on the state model: determining a recovery method based on a recovery-method model and information about the detected anomaly, wherein the determined recovery method is configured to ensure requirements of the first computing system are met, wherein the determining of the recovery method comprises at least one of: determining the recovery method based on information about the detected anomaly specifying an anomalous state of signal power degradation; determining the recovery method based on information about the detected anomaly specifying an anomalous state of channel-speed degradation; and determining the recovery method based on information about the detected anomaly specifying an anomalous state of storage sector degradation; and selecting, from a tool database, a third-party, system-compatible tool configured to implement the determined recovery method; and implementing the determined recovery method in response to installation of the selected system-compatible tool. receiving system parameters specifying functionality of a first computing system; querying a state model using the received system parameters to detect an anomaly within the first computing system; and responsive to detecting an anomaly in the first computing system based on the state model: determining a recovery method based on a recovery-method model and information about the detected anomaly, wherein the determined recovery method is configured to ensure requirements of the first computing system are met, wherein the determining of the recovery method comprises at least one of: determining the recovery method based on information about the detected anomaly specifying an anomalous state of signal power degradation; determining the recovery method based on information about the detected anomaly specifying an anomalous state of channel-speed degradation; and determining the recovery method based on information about the detected anomaly specifying an anomalous state of storage sector degradation; and selecting, from a tool database, a third-party, system-compatible tool configured to implement the determined recovery method; and implementing the determined recovery method in response to installation of the selected system-compatible tool. determining the recovery method based on information about the detected anomaly specifying an anomalous state of signal power degradation; determining the recovery method based on information about the detected anomaly specifying an anomalous state of channel-speed degradation; and determining the recovery method based on information about the detected anomaly specifying an anomalous state of storage sector degradation; and selecting, from a tool database, a third-party, system-compatible tool configured to implement the determined recovery method; and implementing the determined recovery method in response to installation of the selected system-compatible tool.