Enum Classification 

pub enum Classification {
    Failure {
        label: String,
        output: String,
    },
    Passthrough {
        output: String,
    },
    Success {
        label: String,
        summary: String,
    },
    Large {
        label: String,
        output: String,
        size: usize,
    },
}

Command output classification result.

Represents the outcome of analyzing a command’s exit code and output. Each variant determines how the output should be presented to the AI agent.

Variants

• Failure: Command exited non-zero. Contains filtered error output.
• Passthrough: Command succeeded with small output. Contains verbatim output.
• Success: Command succeeded with large output and pattern match. Contains compressed summary.
• Large: Command succeeded with large output and no pattern. Output is indexed for recall.

The classification is produced by the classify function.

Variants

Failure

Exit ≠ 0. Filtered failure output.

Fields

• label - Short label derived from the command (e.g., “cargo”, “pytest”).
• output - Filtered error output, truncated if large.

Fields

label: String

Short label derived from the command (e.g., “cargo”, “pytest”).

output: String

Filtered error output, truncated if large.

Passthrough

Exit 0, output ≤ threshold. Verbatim.

Fields

• output - The full command output (merged stdout and stderr).

Fields

output: String

The full command output (merged stdout and stderr).

Success

Exit 0, output > threshold, pattern matched with summary.

Fields

• label - Short label derived from the command (e.g., “cargo”, “pytest”).
• summary - Compressed summary extracted using the pattern’s template.

Fields

label: String

Short label derived from the command (e.g., “cargo”, “pytest”).

summary: String

Compressed summary extracted using the pattern’s template.

Large

Exit 0, output > threshold, no pattern. Content needs indexing.

Fields

• label - Short label derived from the command (e.g., “git”, “gh”).
• output - The full command output to be indexed for recall.
• size - Size of the output in bytes.

Fields

label: String

Short label derived from the command (e.g., “git”, “gh”).

output: String

The full command output to be indexed for recall.

size: usize

Size of the output in bytes.