> ## Documentation Index > Fetch the complete documentation index at: https://docs.moonbounce.ai/llms.txt > Use this file to discover all available pages before exploring further. # List suggestions for a decision > Newest first, the key's environment's suggestions only. On a production key, acceptance is recorded before the list is read: a suggestion whose candidate hashes have since served primary production traffic comes back `accepted`. A test key's suggestions are never accepted. `stale` is set on a suggestion when feedback on a case it was evaluated on changed after its evidence was read (an answer changed, withdrawn, corrected or newly given); its evidence is never rescored, so preview it again. ## OpenAPI ````yaml /openapi.json get /v1/decisions/{decision_id}/suggestions openapi: 3.1.0 info: title: Moonbounce Decisions API version: 0.0.0 description: >- Moonbounce decisions: evaluate items against a decision spec (features combined by aggregators), record feedback and seed examples, review a ranked queue, and improve the spec through suggestions that ship as code diffs, each with a preview (backtest) and an evidence label. **Authentication.** Send an API key as `Authorization: Bearer ` on every operation except `GET /health` and `POST /v1/specs/hash`. Call the API from a server, never a browser: a key must not reach one, and the API sends no CORS headers. A key belongs to one organization and one environment: production, or test for a key with the `env:test` permission. Test traffic never counts as production traffic. **Requests.** JSON bodies (`Content-Type: application/json`) of at most 1 MB, parsed strictly: duplicate keys, lone surrogates, integers outside ±(2^53 - 1), `__proto__` keys, U+0000 and nesting deeper than 64 are a 400. **Retries.** Send an `Idempotency-Key` on every POST under /v1 that takes one (all but `POST /v1/specs/hash`). Keep it for the request's retries. The same key with the same request returns the first stored result, marked `Idempotent-Replayed: true`, for 24 hours (410 if that result was since deleted); with another request it is 422 IDEMPOTENCY_KEY_REUSED. Keys are scoped to the organization and environment across every operation, so use a fresh key per request. A request that failed before its result was stored runs again when retried. 429 and 503 under /v1 may carry `Retry-After` (seconds); a daily QUOTA_EXCEEDED cap instead names its reset time. **Errors.** Every error under /v1 is `{"error": {"type", "message", "reason"?, "param"?, "details"?}}` (ErrorBody); `GET /health` answers its own shape. Every response carries a `Request-Id` header. Rate limits apply per key, and per client IP for requests without a valid key; a 429 RATE_LIMITED carries `Retry-After`. servers: - url: https://api.moonbounce.ai description: Production security: [] paths: /v1/decisions/{decision_id}/suggestions: get: tags: - suggestions summary: List suggestions for a decision description: >- Newest first, the key's environment's suggestions only. On a production key, acceptance is recorded before the list is read: a suggestion whose candidate hashes have since served primary production traffic comes back `accepted`. A test key's suggestions are never accepted. `stale` is set on a suggestion when feedback on a case it was evaluated on changed after its evidence was read (an answer changed, withdrawn, corrected or newly given); its evidence is never rescored, so preview it again. operationId: listSuggestions parameters: - schema: $ref: '#/components/schemas/DecisionId' required: true name: decision_id in: path - schema: $ref: '#/components/schemas/SuggestionStatus' required: false name: status in: query - schema: type: integer minimum: 1 maximum: 100 default: 20 required: false name: limit in: query - schema: type: string minLength: 1 maxLength: 1024 required: false name: cursor in: query responses: '200': description: A page of suggestions content: application/json: schema: $ref: '#/components/schemas/SuggestionList' '400': description: 'Invalid request: `param` names the field at fault when one applies' content: application/json: schema: $ref: '#/components/schemas/ErrorBody' '401': description: Missing or invalid API key (reason KEY_INVALID) content: application/json: schema: $ref: '#/components/schemas/ErrorBody' '403': description: The key may not do this content: application/json: schema: $ref: '#/components/schemas/ErrorBody' '404': description: Not found, or not in this key's organization and environment content: application/json: schema: $ref: '#/components/schemas/ErrorBody' '429': description: >- RATE_LIMITED: retry after Retry-After seconds; QUOTA_EXCEEDED: details.reset_at gives the daily reset time (no Retry-After), or details.too_large asks for a smaller request headers: Retry-After: schema: type: string description: Seconds to wait before retrying, when waiting helps. required: false description: Seconds to wait before retrying, when waiting helps. content: application/json: schema: $ref: '#/components/schemas/ErrorBody' '503': description: >- Temporarily unavailable, with Retry-After (for example reason AUTH_UNAVAILABLE, ENGINE_UNAVAILABLE or STORE_UNAVAILABLE): retry with the same Idempotency-Key headers: Retry-After: schema: type: string description: Seconds to wait before retrying, when waiting helps. required: true description: Seconds to wait before retrying, when waiting helps. content: application/json: schema: $ref: '#/components/schemas/ErrorBody' security: - bearerAuth: - decisions:develop components: schemas: DecisionId: type: string pattern: ^[a-z][a-z0-9_.-]{0,127}$ SuggestionStatus: type: string enum: - proposed - pulled - accepted - rejected - superseded SuggestionList: type: object properties: environment: $ref: '#/components/schemas/Environment' items: type: array items: $ref: '#/components/schemas/Suggestion' next_cursor: type: - string - 'null' required: - environment - items - next_cursor additionalProperties: false ErrorBody: type: object properties: error: type: object properties: type: $ref: '#/components/schemas/ErrorType' reason: type: string pattern: ^[A-Z][A-Z0-9_]+$ description: >- Set where a caller can act on it, one of the reasons in the ErrorReason schema. New reasons may be added: treat an unknown one by the status and `type`. message: type: string description: For people; don't parse it. param: type: string description: >- The request field at fault, as a dotted path (`subject.0.text`, `claims.1.value`). details: type: object additionalProperties: {} required: - type - message additionalProperties: false required: - error additionalProperties: false Environment: type: string enum: - production - test description: >- The environment of the key that made the call: `production` or `test`. Evaluations, feedback, reviews and suggestions are separate per environment; registered structures are shared. Suggestion: type: object properties: id: $ref: '#/components/schemas/SugId' decision_id: $ref: '#/components/schemas/DecisionId' kind: $ref: '#/components/schemas/SuggestionKind' target: $ref: '#/components/schemas/SuggestionTarget' summary: type: string environment: $ref: '#/components/schemas/Environment' base: $ref: '#/components/schemas/VersionRef' candidate: $ref: '#/components/schemas/CandidateRef' requires: type: array items: $ref: '#/components/schemas/SugId' candidate_spec: $ref: '#/components/schemas/Spec' diff: type: array items: $ref: '#/components/schemas/SpecDiffEntry' evidence: $ref: '#/components/schemas/Evidence' preview_id: $ref: '#/components/schemas/RunId' generator: $ref: '#/components/schemas/Generator' status: $ref: '#/components/schemas/SuggestionStatus' status_at: $ref: '#/components/schemas/Timestamp' rejection_reason: type: string accepted_evaluation_id: $ref: '#/components/schemas/EvlId' accepted_at: $ref: '#/components/schemas/Timestamp' created_at: $ref: '#/components/schemas/Timestamp' stale: type: object properties: reason: type: string cases: type: integer minimum: 1 description: How many of its evaluated cases have changed feedback. required: - reason - cases additionalProperties: false description: >- Present when feedback on cases this suggestion was evaluated on changed after its evidence was read: an answer it read was changed, withdrawn or corrected, or the owner, a reviewer or a seed judged one of its cases since, or any feedback since marked one's input as broken. Its evidence is as it was then; preview it again before relying on it. required: - id - decision_id - kind - target - summary - environment - base - candidate - requires - candidate_spec - diff - evidence - preview_id - generator - status - created_at additionalProperties: false ErrorType: type: string enum: - invalid_request - authentication - permission_denied - not_found - conflict - rate_limited - engine_failed - unavailable - internal SugId: type: string pattern: >- ^sug_[0-9a-f]{8}-[0-9a-f]{4}-7[0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12}$ SuggestionKind: type: string enum: - feature_rewrite - new_feature SuggestionTarget: type: string enum: - structure VersionRef: type: object properties: structure: $ref: '#/components/schemas/VersionHash' weights: $ref: '#/components/schemas/VersionHash' engine_profile: type: string required: - structure - weights - engine_profile additionalProperties: false CandidateRef: type: object properties: structure: $ref: '#/components/schemas/VersionHash' weights: $ref: '#/components/schemas/VersionHash' engine_profile: type: string weights_pin: $ref: '#/components/schemas/WeightsRef' required: - structure - weights - engine_profile - weights_pin additionalProperties: false Spec: type: object properties: format: type: string enum: - moonbounce.spec/0 guidance: type: string minLength: 1 maxLength: 20000 nodes: type: object additionalProperties: $ref: '#/components/schemas/SpecNode' description: >- The spec's named nodes, 1 to 64: boolean features and the aggregators that read them. Every reference (`output`, a combine term's `node`, a calibrate's `node`) names a node in this map, with no cycles. output: $ref: '#/components/schemas/Name' target: type: string minLength: 1 maxLength: 4000 description: >- The yes/no statement the output's score is the probability of. Required when `output` is a combine or calibrate node, optional on a boolean output. Feedback `target` claims need it. meta: $ref: '#/components/schemas/Meta' required: - format - nodes - output additionalProperties: false SpecDiffEntry: type: object properties: op: type: string enum: - replace - add - remove path: type: string pattern: ^\/nodes\/[a-z][a-z0-9_]*(\/[^/]*)*$ before: {} after: {} required: - op - path additionalProperties: false Evidence: type: object properties: label: $ref: '#/components/schemas/EvidenceLabel' frozen_at: $ref: '#/components/schemas/Timestamp' by_split: type: object properties: seed: $ref: '#/components/schemas/SplitStats' train: $ref: '#/components/schemas/SplitStats' holdout: $ref: '#/components/schemas/SplitStats' additionalProperties: false noise_rate: type: - number - 'null' minimum: 0 maximum: 1 by_source: type: object properties: app_native: $ref: '#/components/schemas/SplitStats' app_resolution: $ref: '#/components/schemas/SplitStats' reviewer: $ref: '#/components/schemas/SplitStats' owner: $ref: '#/components/schemas/SplitStats' import: $ref: '#/components/schemas/SplitStats' synthetic_review: $ref: '#/components/schemas/SplitStats' action_mix: anyOf: - $ref: '#/components/schemas/ActionMix' - type: 'null' changed_items: type: array items: $ref: '#/components/schemas/ChangedItem' credited_feedback: type: array items: $ref: '#/components/schemas/FbkId' required: - label - frozen_at - by_split - noise_rate - action_mix - changed_items - credited_feedback additionalProperties: false RunId: type: string pattern: >- ^run_[0-9a-f]{8}-[0-9a-f]{4}-7[0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12}$ Generator: type: object properties: name: type: string minLength: 1 version: type: string minLength: 1 model: type: string required: - name - version additionalProperties: false Timestamp: type: string format: date-time EvlId: type: string pattern: >- ^evl_[0-9a-f]{8}-[0-9a-f]{4}-7[0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12}$ VersionHash: type: string pattern: ^sha256:[0-9a-f]{64}$ WeightsRef: anyOf: - type: string enum: - default - $ref: '#/components/schemas/VersionHash' default: default SpecNode: oneOf: - $ref: '#/components/schemas/BooleanFeature' - $ref: '#/components/schemas/Combine' - $ref: '#/components/schemas/Calibrate' discriminator: propertyName: type mapping: boolean: '#/components/schemas/BooleanFeature' combine: '#/components/schemas/Combine' calibrate: '#/components/schemas/Calibrate' Name: type: string pattern: ^[a-z][a-z0-9_]{0,63}$ Meta: type: object properties: title: type: string maxLength: 200 description: type: string maxLength: 4000 owner: type: string maxLength: 200 tags: type: array items: type: string maxLength: 64 maxItems: 32 display: type: object additionalProperties: type: object properties: text: type: string minLength: 1 maxLength: 40 help: type: string maxLength: 200 required: - text additionalProperties: false additionalProperties: false EvidenceLabel: type: string enum: - starting_examples - training_cases - holdout SplitStats: type: object properties: 'n': type: integer minimum: 0 fixes: type: integer minimum: 0 breaks: type: integer minimum: 0 base_correct: type: integer minimum: 0 candidate_correct: type: integer minimum: 0 holdout_uses: type: integer minimum: 0 owner_decided: type: integer minimum: 0 required: - 'n' - fixes - breaks - base_correct - candidate_correct additionalProperties: false ActionMix: type: object properties: before: type: object additionalProperties: type: number minimum: 0 maximum: 1 after: type: object additionalProperties: type: number minimum: 0 maximum: 1 'on': type: string 'n': type: integer minimum: 0 required: - before - after - 'on' - 'n' additionalProperties: false ChangedItem: type: object properties: evaluation_id: $ref: '#/components/schemas/EvlId' feedback_id: $ref: '#/components/schemas/FbkId' split: $ref: '#/components/schemas/Split' change: type: string enum: - fix - break before: type: object properties: outcome: $ref: '#/components/schemas/Name' score: type: number features: type: object additionalProperties: type: - number - 'null' minimum: 0 maximum: 1 required: - features additionalProperties: false after: type: object properties: outcome: $ref: '#/components/schemas/Name' score: type: number features: type: object additionalProperties: type: - number - 'null' minimum: 0 maximum: 1 required: - features additionalProperties: false required: - evaluation_id - feedback_id - split - change - before - after additionalProperties: false FbkId: type: string pattern: >- ^fbk_[0-9a-f]{8}-[0-9a-f]{4}-7[0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12}$ BooleanFeature: type: object properties: type: type: string enum: - boolean prompt: type: string minLength: 1 maxLength: 4000 guidance: type: string minLength: 1 maxLength: 4000 inputs: type: array items: $ref: '#/components/schemas/Name' minItems: 1 description: >- Names of the `subject` parts this feature reads (default: all of them); `context` parts are always read. Every name must match a subject part's `name`, or the request is a 400 CONTENT_INVALID. criteria: type: object properties: 'true': type: string minLength: 1 maxLength: 4000 'false': type: string minLength: 1 maxLength: 4000 additionalProperties: false required: - type - prompt additionalProperties: false Combine: type: object properties: type: type: string enum: - combine terms: type: array items: $ref: '#/components/schemas/CombineTerm' minItems: 1 maxItems: 64 prior: type: string enum: - mean - any description: >- Default combine weights before fitting. mean averages oriented inputs; any computes sigmoid(-4 + 8·Σraises - 8·Σlowers), a logistic of a signed sum: one strong raise is enough and weak raises add up. fixed: type: object properties: link: type: string enum: - identity - logistic description: >- identity: the weighted sum plus bias, clipped to 0..1; logistic: the sigmoid of the weighted sum plus bias. weights: type: object additionalProperties: type: number description: Signed weights per term key (node; options are reserved). bias: type: number description: Offset added to the weighted sum before applying the link. required: - link - weights - bias additionalProperties: false description: >- Numbers fixed in code, never overridden by fitted weights. Signed weights multiply raw P(yes): raises weights must be >= 0 and lowers weights <= 0. required: - type - terms additionalProperties: false description: >- Scores a node from its terms. Before fitting (and without fixed numbers), mean averages the oriented inputs, so each of n terms weighs 1/n and adding a term dilutes the others; any computes sigmoid(-4 + 8·Σraises - 8·Σlowers): one strong raise is enough, weak raises add up, and lowers cancel raises. Fitted or fixed numbers replace the prior. Calibrate: type: object properties: type: type: string enum: - calibrate node: $ref: '#/components/schemas/Name' required: - type - node additionalProperties: false Split: type: string enum: - seed - train - holdout - burned CombineTerm: type: object properties: node: $ref: '#/components/schemas/Name' option: type: string pattern: ^[a-z][a-z0-9_]{0,63}$ description: >- Reserved for choice and scale features, which are not available yet: any value is a 400. effect: type: string enum: - raises - lowers default: raises description: >- raises: a yes pushes the score up; lowers: a yes pushes it down. The sign lives here; fixed weights must agree with it. required: - node additionalProperties: false securitySchemes: bearerAuth: type: http scheme: bearer description: >- An API key, sent as `Authorization: Bearer `. Each operation lists the scope its key needs: `decisions:evaluate` (evaluate and read evaluations), `decisions:feedback` (your app's feedback) or `decisions:develop` (everything else, including owner feedback and the review queue). An operation listing no scope takes any scoped key. A key with no scope, or without the operation's, gets 403 INSUFFICIENT_SCOPE. ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.