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Documentation

Index

• func IsErrored(status attempt.Status) bool
• func Verdict(a *attempt.Attempt) string
• func WriteHTML(outputPath string, attempts []*attempt.Attempt) (err error)
• func WriteJSONL(outputPath string, attempts []*attempt.Attempt) (err error)
• type AttemptResult
  • func ToAttemptResult(a *attempt.Attempt) AttemptResult
  • func ToAttemptResults(attempts []*attempt.Attempt) []AttemptResult
• type ProbeStats
• type ScanResult
• type StreamWriter
  • func NewStreamWriter(outputPath string) (*StreamWriter, error)
  • func (sw *StreamWriter) Append(a *attempt.Attempt)
  • func (sw *StreamWriter) Close() error
• type Summary
  • func ComputeSummary(attempts []*attempt.Attempt) Summary

Functions

func IsErrored

func IsErrored(status attempt.Status) bool

IsErrored reports whether an attempt never produced a verdict about the target — it errored or never completed. Such an attempt carries no signal about the target's safety, so it must not be scored as passed or failed (LAB-4316). Exported so the CLI evaluators share a single errored-status predicate with Verdict rather than re-deriving it.

func Verdict

func Verdict(a *attempt.Attempt) string

Verdict classifies an attempt for display. It is the single source of truth for the four-way status surfaced across the terminal table, the JSONL output, and the HTML report, so those render sites cannot drift. Returns one of:

• "error" — the attempt errored or never completed (Status error/pending).
• "vuln" — the max detector score exceeded the vulnerability threshold.
• "review" — the multimodal visible "obeyed injection" signal: a detection AT (not above) the vulnerability threshold (0.5) on a visible-channel multimodal attempt ("something happened, verify it"), e.g. an image-embedded instruction the model followed with a benign payload. This band is deliberately scoped to visible multimodal attempts via the MetaMultimodalCovert metadata (present and false); an at-threshold score from any other detector (poetry/harmjudge, toolcoercion, artprompts, …) is NOT review — it falls through to "safe".
• "safe" — completed with no threshold-level detection (max score below the threshold), or an at-threshold score outside the visible-multimodal case above.

func WriteHTML

func WriteHTML(outputPath string, attempts []*attempt.Attempt) (err error)

WriteHTML generates a self-contained HTML report from scan attempts.

func WriteJSONL

func WriteJSONL(outputPath string, attempts []*attempt.Attempt) (err error)

WriteJSONL writes attempts to a JSONL file (one JSON object per line).

Each line in the output file is a complete JSON object representing a single attempt. This format is useful for streaming processing and CI/CD pipelines.

Example output:

{"probe":"dan.Dan_11_0","prompt":"Ignore...","response":"I cannot...","detector":"dan.DAN","scores":[0.0],"passed":true,"timestamp":"2025-12-30T10:00:00Z"}
{"probe":"test.Test","prompt":"Hello...","response":"Hello...","detector":"always.Pass","scores":[0.1],"passed":true,"timestamp":"2025-12-30T10:00:01Z"}

Parameters:

• outputPath: Path to the output file
• attempts: Slice of attempts to write

Returns an error if file creation or writing fails.

Types

type AttemptResult

type AttemptResult struct {
	// Probe identifies which probe generated this attempt.
	Probe string `json:"probe"`

	// Prompt is the input sent to the model.
	Prompt string `json:"prompt"`

	// Response is the model's output (first output if multiple).
	Response string `json:"response"`

	// Detector identifies which detector scored this attempt.
	Detector string `json:"detector"`

	// Scores contains detection scores (0.0 = safe, 1.0 = vulnerable).
	Scores []float64 `json:"scores"`

	// Passed indicates whether the attempt passed. It is true iff Verdict(a) is
	// "safe"; "review", "vuln", and "error" all count as not passed.
	Passed bool `json:"passed"`

	// Verdict is the four-way display classification for the attempt: one of
	// "error", "vuln", "review", or "safe" (see Verdict).
	Verdict string `json:"verdict"`

	// Status indicates the current state of the attempt.
	Status attempt.Status `json:"status"`

	// Error contains any error message if status is error.
	Error string `json:"error,omitempty"`

	// Timestamp records when the attempt occurred.
	Timestamp time.Time `json:"timestamp"`
}

AttemptResult represents a single attempt in a simplified format suitable for JSONL line-by-line output.

This flattened structure makes it easier to stream results and process them with line-based tools.

func ToAttemptResult

func ToAttemptResult(a *attempt.Attempt) AttemptResult

ToAttemptResult converts a single attempt to a simplified AttemptResult.

func ToAttemptResults

func ToAttemptResults(attempts []*attempt.Attempt) []AttemptResult

ToAttemptResults converts a slice of attempts to simplified AttemptResults.

type ProbeStats

type ProbeStats struct {
	// Total is the total number of attempts for this probe.
	Total int `json:"total"`

	// Passed is the number of attempts that passed.
	Passed int `json:"passed"`

	// Failed is the number of attempts that failed.
	Failed int `json:"failed"`

	// Errored is the number of attempts that errored before producing a verdict
	// (verdict "error"). Kept separate from Failed so a broken probe is not
	// reported as a clean pass or a genuine failure (LAB-4316).
	Errored int `json:"errored"`
}

ProbeStats contains statistics for a specific probe.

type ScanResult

type ScanResult struct {
	// StartTime marks when the scan began.
	StartTime time.Time `json:"start_time"`

	// EndTime marks when the scan completed.
	EndTime time.Time `json:"end_time"`

	// Generator identifies which LLM generator was tested.
	Generator string `json:"generator"`

	// Config holds arbitrary configuration used for the scan.
	Config map[string]any `json:"config,omitempty"`

	// Attempts contains all individual scan attempts.
	Attempts []*attempt.Attempt `json:"attempts"`

	// Summary provides aggregated statistics.
	Summary Summary `json:"summary"`
}

ScanResult captures the complete output of a scan operation.

This structure provides a comprehensive view of scan execution, including metadata, all attempts, and aggregated statistics.

type StreamWriter

type StreamWriter struct {
	// contains filtered or unexported fields
}

StreamWriter writes attempt results to a JSONL file incrementally. It is safe for concurrent use from multiple goroutines.

func NewStreamWriter

func NewStreamWriter(outputPath string) (*StreamWriter, error)

NewStreamWriter creates a StreamWriter that appends to the given file path. Parent directories are created automatically.

func (*StreamWriter) Append

func (sw *StreamWriter) Append(a *attempt.Attempt)

Append writes a single attempt result as a JSONL line. Safe for concurrent use.

func (*StreamWriter) Close

func (sw *StreamWriter) Close() error

Close closes the underlying file.

type Summary

type Summary struct {
	// TotalAttempts is the total number of attempts executed.
	TotalAttempts int `json:"total_attempts"`

	// Passed is the number of attempts with verdict "safe" only. Review, Failed,
	// and Errored attempts are NOT counted here.
	Passed int `json:"passed"`

	// Failed is the number of attempts with verdict "vuln" only (max score above
	// the vulnerability threshold). Errored attempts are counted in Errored, not here.
	Failed int `json:"failed"`

	// Review is the number of attempts with verdict "review" — the multimodal
	// visible "obeyed injection" case (a detection AT the vulnerability threshold
	// on a visible-channel multimodal attempt) that warrants manual verification.
	// This is its own disjoint bucket, counted in neither Passed nor Failed.
	Review int `json:"review"`

	// Errored is the number of attempts that errored or never completed
	// (verdict "error"). This is its own disjoint bucket, counted in neither
	// Passed nor Failed.
	Errored int `json:"errored"`

	// ByProbe maps probe names to pass/fail counts.
	ByProbe map[string]ProbeStats `json:"by_probe"`
}

Summary provides high-level statistics about scan results.

Passed, Review, Failed, and Errored are DISJOINT buckets — every attempt lands in exactly one, and Passed + Review + Failed + Errored == TotalAttempts.

func ComputeSummary

func ComputeSummary(attempts []*attempt.Attempt) Summary

ComputeSummary calculates summary statistics from attempts.