> ## Documentation Index > Fetch the complete documentation index at: https://evalgate.com/docs/llms.txt > Use this file to discover all available pages before exploring further. # List production insights topics > Requires scopes: traces:read ## OpenAPI ````yaml /api-reference/openapi.json get /api/production-insights/topics openapi: 3.1.2 info: title: EvalGate API version: 18.13.0 description: EvalGate API. See docs/api-contract.md for stability commitments. servers: - url: https://evalgate.com description: Production - url: http://localhost:3000 description: Local security: [] paths: /api/production-insights/topics: get: tags: - production insights summary: List production insights topics description: 'Requires scopes: traces:read' operationId: get_production_insights_topics parameters: - name: cohort in: query required: false schema: oneOf: - type: string enum: - novel - type: string enum: - rare_severe - type: string enum: - recurring - type: string enum: - severe - name: cursor in: query required: false schema: type: string - name: discoveryExecutionId in: query required: false schema: type: string - name: limit in: query required: false schema: type: number - name: query in: query required: false schema: type: string - name: ranking in: query required: false schema: oneOf: - type: string enum: - coverage_gap - type: string enum: - severity - name: severity in: query required: false schema: oneOf: - type: string enum: - critical - type: string enum: - high - type: string enum: - low - type: string enum: - medium - name: status in: query required: false schema: oneOf: - type: string enum: - active - type: string enum: - merged - type: string enum: - proposed - type: string enum: - rejected - type: string enum: - resolved - type: string enum: - split - type: string enum: - suppressed responses: '200': description: Successful response content: application/json: schema: $ref: >- #/components/schemas/GetApiProductionInsightsTopicsResponse200ApplicationJson '400': $ref: '#/components/responses/ValidationError' '401': $ref: '#/components/responses/Unauthorized' '403': $ref: '#/components/responses/Forbidden' '404': $ref: '#/components/responses/NotFound' '409': $ref: '#/components/responses/Conflict' '429': $ref: '#/components/responses/RateLimited' '500': $ref: '#/components/responses/InternalError' '503': $ref: '#/components/responses/ServiceUnavailable' security: - bearerAuth: [] components: schemas: GetApiProductionInsightsTopicsResponse200ApplicationJson: oneOf: - type: object properties: items: type: array items: $ref: '#/components/schemas/JsonValue' hasMore: type: boolean nextCursor: type: 'null' ranking: type: object properties: kind: type: string enum: - coverage_gap state: type: string enum: - unavailable executionId: type: 'null' frameHash: type: 'null' reconciledTopics: type: number populationFrequency: type: 'null' uncertainty: type: array items: type: string scope: type: 'null' capturedUnits: type: 'null' attributedUnits: type: 'null' unassignedUnits: type: 'null' omittedFailureReports: type: 'null' additionalProperties: false required: - kind - state - executionId - frameHash - reconciledTopics - populationFrequency - uncertainty additionalProperties: false required: - items - hasMore - nextCursor - ranking - type: object properties: items: type: array items: type: object properties: id: type: string organizationId: $ref: '#/components/schemas/OrganizationId' fingerprint: type: string name: type: string description: oneOf: - type: 'null' - type: string status: type: string severity: type: string cohortKinds: type: array items: type: string confidence: type: number currentVersionNumber: type: number firstSeenAt: type: string format: date-time lastSeenAt: type: string format: date-time continuityStartedAt: type: string format: date-time ownerId: oneOf: - type: 'null' - type: string createdBy: type: string suppressedAt: oneOf: - type: 'null' - type: string format: date-time suppressionReason: oneOf: - type: 'null' - type: string resolvedAt: oneOf: - type: 'null' - type: string format: date-time createdAt: type: string format: date-time updatedAt: type: string format: date-time proposalState: type: string proposalSource: type: string metrics: type: object properties: traceCount: type: number reportCount: type: number affectedUsers: type: number affectedWorkflows: type: number totalCostUsd: oneOf: - type: 'null' - type: string knownCostRecords: type: number modelCounts: type: object additionalProperties: type: number promptVersionCounts: type: object additionalProperties: type: number deploymentVersionCounts: type: object additionalProperties: type: number candidateCount: type: number goldenCoverageCount: type: number reviewCount: type: number observationFrame: type: object properties: canonicalExecutionId: type: string mode: oneOf: - type: string enum: - exact - type: string enum: - stratified_sample scope: type: string enum: - eligible_failure_reports totalEligibleRows: type: number sampledRows: type: number omittedRows: type: number lookbackBoundary: type: string samplingPolicyVersion: type: string state: oneOf: - type: string enum: - completed - type: string enum: - failed - type: string enum: - partial - type: string enum: - running additionalProperties: false required: - canonicalExecutionId - mode - scope - totalEligibleRows - sampledRows - omittedRows - lookbackBoundary - samplingPolicyVersion - state additionalProperties: false required: - traceCount - reportCount - affectedUsers - affectedWorkflows - totalCostUsd - knownCostRecords - modelCounts - promptVersionCounts - deploymentVersionCounts - candidateCount - goldenCoverageCount - reviewCount lifecycle: type: object properties: candidateCount: type: number goldenCoverageCount: type: number reviewCount: type: number additionalProperties: false required: - candidateCount - goldenCoverageCount - reviewCount coverage: type: object properties: version: type: string enum: - evalgate.production-coverage-map.v1 topicId: type: string topicVersionId: type: string frameHash: oneOf: - type: 'null' - type: string frameState: oneOf: - type: string enum: - censored - type: string enum: - complete - type: string enum: - unavailable frameVersionCurrent: type: boolean observedUnits: type: number declaredTaskKeys: type: array items: type: string verifiedProtectedUnits: type: number unverifiedUnits: type: number observedCoverage: oneOf: - type: 'null' - type: number observedTrafficShare: oneOf: - type: 'null' - type: number observedSuccessRate: oneOf: - type: 'null' - type: number observedOutcomeCount: type: number evaluationSuccessRate: oneOf: - type: 'null' - type: number evaluatedCaseCount: type: number linkedReviewedSuiteCaseShare: oneOf: - type: 'null' - type: number linkedSuiteCaseCount: type: number populationFrequency: type: 'null' populationCoverage: type: 'null' upstreamCaptureProbability: type: 'null' freshness: type: object properties: observationAgeDays: oneOf: - type: 'null' - type: number lastSeenAt: type: string additionalProperties: false required: - observationAgeDays - lastSeenAt evidenceComplete: type: boolean uncertainty: type: array items: type: string mapHash: type: string additionalProperties: false required: - version - topicId - topicVersionId - frameHash - frameState - frameVersionCurrent - observedUnits - declaredTaskKeys - verifiedProtectedUnits - unverifiedUnits - observedCoverage - observedTrafficShare - observedSuccessRate - observedOutcomeCount - evaluationSuccessRate - evaluatedCaseCount - linkedReviewedSuiteCaseShare - linkedSuiteCaseCount - populationFrequency - populationCoverage - upstreamCaptureProbability - freshness - evidenceComplete - uncertainty - mapHash priority: type: object properties: version: type: string enum: - evalgate.production-gap-priority.v1 factors: type: object properties: severityRank: type: number unverified: type: boolean unverifiedObservedUnits: type: number observedTrafficShare: oneOf: - type: 'null' - type: number lastSeenAt: type: string additionalProperties: false required: - severityRank - unverified - unverifiedObservedUnits - observedTrafficShare - lastSeenAt order: type: array items: type: number rationale: type: array items: type: string populationFrequency: type: 'null' additionalProperties: false required: - version - factors - order - rationale - populationFrequency trend: type: object properties: currentCount: type: number previousCount: type: number changePercent: oneOf: - type: 'null' - type: number direction: oneOf: - type: string enum: - down - type: string enum: - flat - type: string enum: - unknown - type: string enum: - up continuity: oneOf: - type: string enum: - continuous - type: string enum: - discontinuous - type: string enum: - insufficient additionalProperties: false required: - currentCount - previousCount - changePercent - direction - continuity additionalProperties: false required: - id - organizationId - fingerprint - name - description - status - severity - cohortKinds - confidence - currentVersionNumber - firstSeenAt - lastSeenAt - continuityStartedAt - ownerId - createdBy - suppressedAt - suppressionReason - resolvedAt - createdAt - updatedAt - proposalState - proposalSource - metrics - lifecycle - coverage - priority - trend hasMore: type: boolean nextCursor: oneOf: - type: 'null' - type: string ranking: type: object properties: kind: type: string enum: - coverage_gap scope: type: string enum: - one_immutable_observation_frame state: oneOf: - type: string enum: - censored - type: string enum: - complete - type: string enum: - partial - type: string enum: - unavailable executionId: type: string frameHash: oneOf: - type: 'null' - type: string reconciledTopics: type: number capturedUnits: oneOf: - type: 'null' - type: number attributedUnits: oneOf: - type: 'null' - type: number unassignedUnits: oneOf: - type: 'null' - type: number omittedFailureReports: type: number populationFrequency: type: 'null' uncertainty: type: array items: type: string additionalProperties: false required: - kind - scope - state - executionId - frameHash - reconciledTopics - capturedUnits - attributedUnits - unassignedUnits - omittedFailureReports - populationFrequency - uncertainty additionalProperties: false required: - items - hasMore - nextCursor - ranking - type: object properties: items: type: array items: type: object properties: id: type: string organizationId: $ref: '#/components/schemas/OrganizationId' fingerprint: type: string name: type: string description: oneOf: - type: 'null' - type: string status: type: string severity: type: string cohortKinds: type: array items: type: string confidence: type: number currentVersionNumber: type: number firstSeenAt: type: string format: date-time lastSeenAt: type: string format: date-time continuityStartedAt: type: string format: date-time ownerId: oneOf: - type: 'null' - type: string createdBy: type: string suppressedAt: oneOf: - type: 'null' - type: string format: date-time suppressionReason: oneOf: - type: 'null' - type: string resolvedAt: oneOf: - type: 'null' - type: string format: date-time createdAt: type: string format: date-time updatedAt: type: string format: date-time proposalState: type: string proposalSource: type: string metrics: oneOf: - type: 'null' - type: object properties: traceCount: type: number reportCount: type: number affectedUsers: type: number affectedWorkflows: type: number totalCostUsd: oneOf: - type: 'null' - type: string knownCostRecords: type: number modelCounts: type: object additionalProperties: type: number promptVersionCounts: type: object additionalProperties: type: number deploymentVersionCounts: type: object additionalProperties: type: number candidateCount: type: number goldenCoverageCount: type: number reviewCount: type: number observationFrame: type: object properties: canonicalExecutionId: type: string mode: oneOf: - type: string enum: - exact - type: string enum: - stratified_sample scope: type: string enum: - eligible_failure_reports totalEligibleRows: type: number sampledRows: type: number omittedRows: type: number lookbackBoundary: type: string samplingPolicyVersion: type: string state: oneOf: - type: string enum: - completed - type: string enum: - failed - type: string enum: - partial - type: string enum: - running additionalProperties: false required: - canonicalExecutionId - mode - scope - totalEligibleRows - sampledRows - omittedRows - lookbackBoundary - samplingPolicyVersion - state additionalProperties: false required: - traceCount - reportCount - affectedUsers - affectedWorkflows - totalCostUsd - knownCostRecords - modelCounts - promptVersionCounts - deploymentVersionCounts - candidateCount - goldenCoverageCount - reviewCount lifecycle: type: object properties: candidateCount: type: number goldenCoverageCount: type: number reviewCount: type: number additionalProperties: false required: - candidateCount - goldenCoverageCount - reviewCount priority: type: object properties: rationale: type: array items: type: string populationFrequency: type: 'null' additionalProperties: false required: - rationale - populationFrequency trend: type: object properties: currentCount: type: number previousCount: type: number changePercent: oneOf: - type: 'null' - type: number direction: oneOf: - type: string enum: - down - type: string enum: - flat - type: string enum: - unknown - type: string enum: - up continuity: oneOf: - type: string enum: - continuous - type: string enum: - discontinuous - type: string enum: - insufficient additionalProperties: false required: - currentCount - previousCount - changePercent - direction - continuity additionalProperties: false required: - id - organizationId - fingerprint - name - description - status - severity - cohortKinds - confidence - currentVersionNumber - firstSeenAt - lastSeenAt - continuityStartedAt - ownerId - createdBy - suppressedAt - suppressionReason - resolvedAt - createdAt - updatedAt - proposalState - proposalSource - metrics - lifecycle - priority - trend hasMore: type: boolean nextCursor: oneOf: - type: 'null' - type: string additionalProperties: false required: - items - hasMore - nextCursor JsonValue: oneOf: - type: 'null' - type: boolean - type: number - type: string - type: array items: $ref: '#/components/schemas/JsonValue' - type: object additionalProperties: $ref: '#/components/schemas/JsonValue' OrganizationId: type: string format: uuid ApiError: type: object properties: error: type: object properties: code: type: string enum: - UNAUTHORIZED - FORBIDDEN - NOT_FOUND - INVALID_REFERENCE - VALIDATION_ERROR - RATE_LIMITED - CONFLICT - INTERNAL_ERROR - SERVICE_UNAVAILABLE - QUOTA_EXCEEDED - FEATURE_LIMIT_REACHED - NO_ORG_MEMBERSHIP - SHARE_REVOKED - SHARE_EXPIRED - SHARE_UNAVAILABLE - PROVIDER_KEY_MISSING - PROVIDER_KEY_EXPIRED - PROVIDER_RATE_LIMITED - PROVIDER_UNAUTHORIZED - PROVIDER_UNAVAILABLE - AGENT_HANDOFF_INVALID - AGENT_HANDOFF_EXPIRED - AGENT_HANDOFF_DENIED - AGENT_HANDOFF_CONSUMED - PAYLOAD_TOO_LARGE - METHOD_NOT_ALLOWED message: type: string details: {} requestId: type: string format: uuid redaction: type: object properties: applied: type: boolean enum: - true fieldCount: type: integer minimum: 0 secretCount: type: integer minimum: 0 required: - applied - fieldCount - secretCount required: - code - message required: - error responses: ValidationError: description: Validation error content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string Unauthorized: description: Unauthorized content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string WWW-Authenticate: description: >- Bearer challenge. Agent-facing routes include the RFC 9728 resource_metadata URL. schema: type: string Forbidden: description: Forbidden content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string NotFound: description: Resource not found content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string Conflict: description: Conflict content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string RateLimited: description: Rate limit exceeded content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string Retry-After: description: Delay in seconds before retrying when present. schema: type: integer minimum: 1 InternalError: description: Internal server error content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string ServiceUnavailable: description: Service unavailable content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string securitySchemes: bearerAuth: type: http scheme: bearer bearerFormat: EvalGate API key description: >- Organization-scoped EvalGate API key. Discover the supported agent scopes at /.well-known/oauth-protected-resource. Per-operation grants are listed in x-evalgate-required-scopes; OpenAPI bearer security requirement arrays remain empty as required for non-OAuth schemes. x-evalgate-scopes-supported: - eval:read - eval:write - objectives:read - objectives:write - runs:read - runs:write - traces:read - traces:write - exports:download - reports:write - prompt:publish - scorer:publish - red_team:read - red_team:run - red_team:approve - docs:read - agent:read - agent:execute - resources:read - resources:write - contexts:read - contexts:write - observations:write - checks:read - checks:run - standards:read - standards:write - standards:approve - grants:read - grants:write - admin:keys - admin:workspace - admin:org x-evalgate-protected-resource-metadata: https://www.evalgate.com/.well-known/oauth-protected-resource ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.