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AI backend server code generator

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"use strict"; var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) { if (k2 === undefined) k2 = k; var desc = Object.getOwnPropertyDescriptor(m, k); if (!desc || ("get" in desc ? !m.__esModule : desc.writable || desc.configurable)) { desc = { enumerable: true, get: function() { return m[k]; } }; } Object.defineProperty(o, k2, desc); }) : (function(o, m, k, k2) { if (k2 === undefined) k2 = k; o[k2] = m[k]; })); var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) { Object.defineProperty(o, "default", { enumerable: true, value: v }); }) : function(o, v) { o["default"] = v; }); var __importStar = (this && this.__importStar) || (function () { var ownKeys = function(o) { ownKeys = Object.getOwnPropertyNames || function (o) { var ar = []; for (var k in o) if (Object.prototype.hasOwnProperty.call(o, k)) ar[ar.length] = k; return ar; }; return ownKeys(o); }; return function (mod) { if (mod && mod.__esModule) return mod; var result = {}; if (mod != null) for (var k = ownKeys(mod), i = 0; i < k.length; i++) if (k[i] !== "default") __createBinding(result, mod, k[i]); __setModuleDefault(result, mod); return result; }; })(); var __awaiter = (this && this.__awaiter) || function (thisArg, _arguments, P, generator) { function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); } return new (P || (P = Promise))(function (resolve, reject) { function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } } function rejected(value) { try { step(generator["throw"](value)); } catch (e) { reject(e); } } function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); } step((generator = generator.apply(thisArg, _arguments || [])).next()); }); }; var __importDefault = (this && this.__importDefault) || function (mod) { return (mod && mod.__esModule) ? mod : { "default": mod }; }; Object.defineProperty(exports, "__esModule", { value: true }); exports.orchestrateRealizeOperationWrite = orchestrateRealizeOperationWrite; const __typia_transform__isTypeUint32 = __importStar(require("typia/lib/internal/_isTypeUint32")); const __typia_transform__validateReport = __importStar(require("typia/lib/internal/_validateReport")); const __typia_transform__llmApplicationFinalize = __importStar(require("typia/lib/internal/_llmApplicationFinalize")); const tstl_1 = require("tstl"); const typia_1 = __importDefault(require("typia")); const uuid_1 = require("uuid"); const RAGRetrieval_1 = require("../../utils/RAGRetrieval"); const executeCachedBatch_1 = require("../../utils/executeCachedBatch"); const forceRetry_1 = require("../../utils/forceRetry"); const getEmbedder_1 = require("../../utils/getEmbedder"); const validateEmptyCode_1 = require("../../utils/validateEmptyCode"); const AutoBePreliminaryController_1 = require("../common/AutoBePreliminaryController"); const convertToSectionEntries_1 = require("../common/internal/convertToSectionEntries"); const transformRealizeOperationWriteHistory_1 = require("./histories/transformRealizeOperationWriteHistory"); const AutoBeRealizeOperationProgrammer_1 = require("./programmers/AutoBeRealizeOperationProgrammer"); function orchestrateRealizeOperationWrite(ctx, props) { return __awaiter(this, void 0, void 0, function* () { const document = ctx.state().interface.document; const allScenarios = document.operations.map((operation) => AutoBeRealizeOperationProgrammer_1.AutoBeRealizeOperationProgrammer.getScenario({ authorizations: props.authorizations, operation, })); const scenarios = props.targetEndpoints ? allScenarios.filter((s) => props.targetEndpoints.some((e) => e.method === s.operation.method && e.path === s.operation.path)) : allScenarios; return yield (0, executeCachedBatch_1.executeCachedBatch)(ctx, scenarios.map((s) => { const counter = new tstl_1.Singleton(() => ++props.progress.completed); return (promptCacheKey) => __awaiter(this, void 0, void 0, function* () { try { return yield (0, forceRetry_1.forceRetry)(() => { var _a; return process(ctx, { document, totalAuthorizations: props.authorizations, collectors: props.collectors, transformers: props.transformers, authorization: (_a = s.decoratorEvent) !== null && _a !== void 0 ? _a : null, scenario: s, progress: props.progress, counter, promptCacheKey, }); }); } catch (error) { counter.get(); throw error; } }); })); }); } function process(ctx, props) { return __awaiter(this, void 0, void 0, function* () { var _a, _b; const allSections = (0, convertToSectionEntries_1.convertToSectionEntries)((_b = (_a = ctx.state().analyze) === null || _a === void 0 ? void 0 : _a.files) !== null && _b !== void 0 ? _b : []); const pathSegments = props.scenario.operation.path .split("/") .filter((p) => p && !p.startsWith(":") && !p.startsWith("{")); const queryText = [ "operation", "write", props.scenario.operation.method, ...pathSegments, props.scenario.functionName, ].join(" "); const ragSections = yield (0, RAGRetrieval_1.buildAnalysisContextSections)((0, getEmbedder_1.getEmbedder)(), allSections, queryText, "TOPK", { log: false, logPrefix: "realizeOperationWrite" }); const preliminary = new AutoBePreliminaryController_1.AutoBePreliminaryController({ source: SOURCE, application: { version: "3.1", components: { schemas: { "IAutoBeRealizeOperationWriteApplication.IProps": { type: "object", properties: { thinking: { type: "string", description: "Think before you act.\n\nFor preliminary requests: what information is missing and why?\n\nFor write: what you're submitting and key decisions made.\n\nFor complete: why you consider the last write final." }, request: { oneOf: [ { $ref: "#/components/schemas/IAutoBePreliminaryComplete" }, { $ref: "#/components/schemas/IAutoBePreliminaryGetAnalysisSections" }, { $ref: "#/components/schemas/IAutoBePreliminaryGetDatabaseSchemas" }, { $ref: "#/components/schemas/IAutoBePreliminaryGetRealizeTransformers" }, { $ref: "#/components/schemas/IAutoBePreliminaryGetRealizeCollectors" }, { $ref: "#/components/schemas/IAutoBeRealizeOperationWriteApplication.IWrite" } ], discriminator: { propertyName: "type", mapping: { complete: "#/components/schemas/IAutoBePreliminaryComplete", getAnalysisSections: "#/components/schemas/IAutoBePreliminaryGetAnalysisSections", getDatabaseSchemas: "#/components/schemas/IAutoBePreliminaryGetDatabaseSchemas", getRealizeTransformers: "#/components/schemas/IAutoBePreliminaryGetRealizeTransformers", getRealizeCollectors: "#/components/schemas/IAutoBePreliminaryGetRealizeCollectors", write: "#/components/schemas/IAutoBeRealizeOperationWriteApplication.IWrite" } }, description: "Action to perform. Exhausted preliminary types are removed from the\nunion, physically preventing repeated calls." } }, required: [ "thinking", "request" ] }, IAutoBePreliminaryComplete: { type: "object", properties: { type: { "const": "complete", description: "Type discriminator for completion request." } }, required: [ "type" ], description: "Finalize the write loop by accepting your most recent `write` as-is.\n\nAfter submitting a `write`, review it yourself thoroughly against the review\nchecklist in your instructions. If you find issues worth fixing, submit\nanother `write` with corrections. When you are satisfied with the quality,\ncall `complete` to finalize.\n\nYou have a maximum of 3 write attempts, but this is a safety cap \u2014 not a\ntarget to fill.\n\nOnly valid after at least one `write` submission \u2014 rejected otherwise." }, IAutoBePreliminaryGetAnalysisSections: { type: "object", properties: { type: { "const": "getAnalysisSections", description: "Type discriminator." }, sectionIds: { type: "array", items: { type: "integer", minimum: 0 }, minItems: 1, maxItems: 100, description: "Section IDs to retrieve. DO NOT request same IDs already requested in\nprevious calls." } }, required: [ "type", "sectionIds" ], description: "Request to retrieve individual analysis sections by numeric ID." }, IAutoBePreliminaryGetDatabaseSchemas: { type: "object", properties: { type: { "const": "getDatabaseSchemas", description: "Type discriminator." }, schemaNames: { type: "array", items: { type: "string" }, minItems: 1, description: "Database table names to retrieve. DO NOT request same names already\nrequested in previous calls." } }, required: [ "type", "schemaNames" ], description: "Request to retrieve database schema definitions for context." }, IAutoBePreliminaryGetRealizeTransformers: { type: "object", properties: { type: { "const": "getRealizeTransformers", description: "Type discriminator." }, dtoTypeNames: { type: "array", items: { type: "string" }, minItems: 1, description: "Transformer DTO type names to retrieve. DO NOT request same names already\nrequested in previous calls." } }, required: [ "type", "dtoTypeNames" ], description: "Request to retrieve Realize Transformer function definitions for context." }, IAutoBePreliminaryGetRealizeCollectors: { type: "object", properties: { type: { "const": "getRealizeCollectors", description: "Type discriminator." }, dtoTypeNames: { type: "array", items: { type: "string" }, minItems: 1, description: "Collector DTO type names to retrieve. DO NOT request same names already\nrequested in previous calls." } }, required: [ "type", "dtoTypeNames" ], description: "Request to retrieve Realize Collector function definitions for context." }, "IAutoBeRealizeOperationWriteApplication.IWrite": { type: "object", properties: { type: { "const": "write", description: "Type discriminator for write submission." }, plan: { type: "string", description: "Operation implementation plan. Analyze requirements, identify related\ndatabase schemas, and outline implementation approach including schema\nvalidation and API contract verification." }, draft: { type: "string", description: "First complete implementation attempt based on the plan." }, revise: { $ref: "#/components/schemas/IAutoBeRealizeOperationWriteApplication.IReviseProps", description: "Reviews draft and produces final code." } }, required: [ "type", "plan", "draft", "revise" ], description: "Generate operation implementation via plan/draft/revise." }, "IAutoBeRealizeOperationWriteApplication.IReviseProps": { type: "object", properties: { review: { type: "string", description: "Identify improvements:\n\n- Type safety enhancements\n- Database query optimizations\n- Null/undefined handling corrections\n- Authentication/authorization improvements\n- Error handling refinements" }, final: { oneOf: [ { type: "null" }, { type: "string" } ], description: "Final operation function code with all review improvements applied, or\nnull if draft needs no changes." } }, required: [ "review", "final" ] } } }, functions: [ { name: "process", async: false, parameters: [ { name: "props", description: " Preliminary data request, write submission, or completion\nconfirmation", required: true, schema: { $ref: "#/components/schemas/IAutoBeRealizeOperationWriteApplication.IProps" } } ], description: "Process operation function generation task." } ] }, kinds: [ "analysisSections", "databaseSchemas", "realizeCollectors", "realizeTransformers", "complete", ], dispatch: (e) => ctx.dispatch(e), state: ctx.state(), all: { realizeCollectors: props.collectors, realizeTransformers: props.transformers, }, local: { realizeCollectors: props.collectors.filter((c) => { var _a; return c.plan.dtoTypeName === ((_a = props.scenario.operation.requestBody) === null || _a === void 0 ? void 0 : _a.typeName); }), realizeTransformers: AutoBeRealizeOperationProgrammer_1.AutoBeRealizeOperationProgrammer.getLocalTransformers({ operation: props.scenario.operation, schemas: props.document.components.schemas, transformers: props.transformers, }), analysisSections: ragSections, }, }); const event = yield preliminary.orchestrate(ctx, (out) => __awaiter(this, void 0, void 0, function* () { var _a, _b, _c, _d; const pointer = { value: null, }; const dto = yield AutoBeRealizeOperationProgrammer_1.AutoBeRealizeOperationProgrammer.writeStructures(ctx, props.scenario.operation); const result = yield ctx.conversate(Object.assign({ source: "realizeWrite", controller: createController({ functionName: props.scenario.functionName, build: (next) => { pointer.value = next; }, preliminary, }), enforceFunctionCall: true, promptCacheKey: props.promptCacheKey }, (0, transformRealizeOperationWriteHistory_1.transformRealizeOperationWriteHistory)({ state: ctx.state(), scenario: props.scenario, authorization: props.authorization, totalAuthorizations: props.totalAuthorizations, collectors: props.collectors, transformers: props.transformers, dto, preliminary, }))); if (pointer.value === null) return out(result)(null); const template = AutoBeRealizeOperationProgrammer_1.AutoBeRealizeOperationProgrammer.writeTemplate({ authorizations: props.totalAuthorizations, schemas: props.document.components.schemas, operation: props.scenario.operation, collectors: props.collectors, transformers: props.transformers, }); const functor = { type: "operation", endpoint: { method: props.scenario.operation.method, path: props.scenario.operation.path, }, location: props.scenario.location, name: props.scenario.functionName, content: yield AutoBeRealizeOperationProgrammer_1.AutoBeRealizeOperationProgrammer.replaceImportStatements(ctx, { operation: props.scenario.operation, schemas: props.document.components.schemas, code: (_a = pointer.value.revise.final) !== null && _a !== void 0 ? _a : pointer.value.draft, payload: (_b = props.authorization) === null || _b === void 0 ? void 0 : _b.payload.name, }), template, }; return out(result)({ id: (0, uuid_1.v7)(), type: "realizeWrite", function: functor, acquisition: preliminary.getAcquisition(), metric: result.metric, tokenUsage: result.tokenUsage, completed: props.counter.get(), total: props.progress.total, step: (_d = (_c = ctx.state().analyze) === null || _c === void 0 ? void 0 : _c.step) !== null && _d !== void 0 ? _d : 0, created_at: new Date().toISOString(), }); })); ctx.dispatch(event); return event.function; }); } function createController(props) { const validate = (input) => { const result = (() => { const _io0 = input => "string" === typeof input.thinking && ("object" === typeof input.request && null !== input.request && _iu0(input.request)); const _io1 = input => "complete" === input.type; const _io2 = input => "getAnalysisSections" === input.type && (Array.isArray(input.sectionIds) && (1 <= input.sectionIds.length && input.sectionIds.length <= 100 && input.sectionIds.every(elem => "number" === typeof elem && __typia_transform__isTypeUint32._isTypeUint32(elem)))); const _io3 = input => "getDatabaseSchemas" === input.type && (Array.isArray(input.schemaNames) && (1 <= input.schemaNames.length && input.schemaNames.every(elem => "string" === typeof elem))); const _io4 = input => "getRealizeCollectors" === input.type && (Array.isArray(input.dtoTypeNames) && (1 <= input.dtoTypeNames.length && input.dtoTypeNames.every(elem => "string" === typeof elem))); const _io5 = input => "getRealizeTransformers" === input.type && (Array.isArray(input.dtoTypeNames) && (1 <= input.dtoTypeNames.length && input.dtoTypeNames.every(elem => "string" === typeof elem))); const _io6 = input => "write" === input.type && "string" === typeof input.plan && "string" === typeof input.draft && ("object" === typeof input.revise && null !== input.revise && _io7(input.revise)); const _io7 = input => "string" === typeof input.review && (null === input.final || "string" === typeof input.final); const _iu0 = input => (() => { if ("complete" === input.type) return _io1(input); else if ("getAnalysisSections" === input.type) return _io2(input); else if ("getDatabaseSchemas" === input.type) return _io3(input); else if ("getRealizeTransformers" === input.type) return _io5(input); else if ("getRealizeCollectors" === input.type) return _io4(input); else if ("write" === input.type) return _io6(input); else return false; })(); const _vo0 = (input, _path, _exceptionable = true) => ["string" === typeof input.thinking || _report(_exceptionable, { path: _path + ".thinking", expected: "string", value: input.thinking }), ("object" === typeof input.request && null !== input.request || _report(_exceptionable, { path: _path + ".request", expected: "(IAutoBePreliminaryComplete | IAutoBePreliminaryGetAnalysisSections | IAutoBePreliminaryGetDatabaseSchemas | IAutoBePreliminaryGetRealizeCollectors | IAutoBePreliminaryGetRealizeTransformers | IAutoBeRealizeOperationWriteApplication.IWrite)", value: input.request })) && _vu0(input.request, _path + ".request", true && _exceptionable) || _report(_exceptionable, { path: _path + ".request", expected: "(IAutoBePreliminaryComplete | IAutoBePreliminaryGetAnalysisSections | IAutoBePreliminaryGetDatabaseSchemas | IAutoBePreliminaryGetRealizeCollectors | IAutoBePreliminaryGetRealizeTransformers | IAutoBeRealizeOperationWriteApplication.IWrite)", value: input.request })].every(flag => flag); const _vo1 = (input, _path, _exceptionable = true) => ["complete" === input.type || _report(_exceptionable, { path: _path + ".type", expected: "\"complete\"", value: input.type })].every(flag => flag); const _vo2 = (input, _path, _exceptionable = true) => ["getAnalysisSections" === input.type || _report(_exceptionable, { path: _path + ".type", expected: "\"getAnalysisSections\"", value: input.type }), (Array.isArray(input.sectionIds) || _report(_exceptionable, { path: _path + ".sectionIds", expected: "(Array<number & Type<\"uint32\">> & MinItems<1> & MaxItems<100>)", value: input.sectionIds })) && ((1 <= input.sectionIds.length || _report(_exceptionable, { path: _path + ".sectionIds", expected: "Array<> & MinItems<1>", value: input.sectionIds })) && (input.sectionIds.length <= 100 || _report(_exceptionable, { path: _path + ".sectionIds", expected: "Array<> & MaxItems<100>", value: input.sectionIds })) && input.sectionIds.map((elem, _index5) => "number" === typeof elem && (__typia_transform__isTypeUint32._isTypeUint32(elem) || _report(_exceptionable, { path: _path + ".sectionIds[" + _index5 + "]", expected: "number & Type<\"uint32\">", value: elem })) || _report(_exceptionable, { path: _path + ".sectionIds[" + _index5 + "]", expected: "(number & Type<\"uint32\">)", value: elem })).every(flag => flag)) || _report(_exceptionable, { path: _path + ".sectionIds", expected: "(Array<number & Type<\"uint32\">> & MinItems<1> & MaxItems<100>)", value: input.sectionIds })].every(flag => flag); const _vo3 = (input, _path, _exceptionable = true) => ["getDatabaseSchemas" === input.type || _report(_exceptionable, { path: _path + ".type", expected: "\"getDatabaseSchemas\"", value: input.type }), (Array.isArray(input.schemaNames) || _report(_exceptionable, { path: _path + ".schemaNames", expected: "(Array<string> & MinItems<1>)", value: input.schemaNames })) && ((1 <= input.schemaNames.length || _report(_exceptionable, { path: _path + ".schemaNames", expected: "Array<> & MinItems<1>", value: input.schemaNames })) && input.schemaNames.map((elem, _index6) => "string" === typeof elem || _report(_exceptionable, { path: _path + ".schemaNames[" + _index6 + "]", expected: "string", value: elem })).every(flag => flag)) || _report(_exceptionable, { path: _path + ".schemaNames", expected: "(Array<string> & MinItems<1>)", value: input.schemaNames })].every(flag => flag); const _vo4 = (input, _path, _exceptionable = true) => ["getRealizeCollectors" === input.type || _report(_exceptionable, { path: _path + ".type", expected: "\"getRealizeCollectors\"", value: input.type }), (Array.isArray(input.dtoTypeNames) || _report(_exceptionable, { path: _path + ".dtoTypeNames", expected: "(Array<string> & MinItems<1>)", value: input.dtoTypeNames })) && ((1 <= input.dtoTypeNames.length || _report(_exceptionable, { path: _path + ".dtoTypeNames", expected: "Array<> & MinItems<1>", value: input.dtoTypeNames })) && input.dtoTypeNames.map((elem, _index7) => "string" === typeof elem || _report(_exceptionable, { path: _path + ".dtoTypeNames[" + _index7 + "]", expected: "string", value: elem })).every(flag => flag)) || _report(_exceptionable, { path: _path + ".dtoTypeNames", expected: "(Array<string> & MinItems<1>)", value: input.dtoTypeNames })].every(flag => flag); const _vo5 = (input, _path, _exceptionable = true) => ["getRealizeTransformers" === input.type || _report(_exceptionable, { path: _path + ".type", expected: "\"getRealizeTransformers\"", value: input.type }), (Array.isArray(input.dtoTypeNames) || _report(_exceptionable, { path: _path + ".dtoTypeNames", expected: "(Array<string> & MinItems<1>)", value: input.dtoTypeNames })) && ((1 <= input.dtoTypeNames.length || _report(_exceptionable, { path: _path + ".dtoTypeNames", expected: "Array<> & MinItems<1>", value: input.dtoTypeNames })) && input.dtoTypeNames.map((elem, _index8) => "string" === typeof elem || _report(_exceptionable, { path: _path + ".dtoTypeNames[" + _index8 + "]", expected: "string", value: elem })).every(flag => flag)) || _report(_exceptionable, { path: _path + ".dtoTypeNames", expected: "(Array<string> & MinItems<1>)", value: input.dtoTypeNames })].every(flag => flag); const _vo6 = (input, _path, _exceptionable = true) => ["write" === input.type || _report(_exceptionable, { path: _path + ".type", expected: "\"write\"", value: input.type }), "string" === typeof input.plan || _report(_exceptionable, { path: _path + ".plan", expected: "string", value: input.plan }), "string" === typeof input.draft || _report(_exceptionable, { path: _path + ".draft", expected: "string", value: input.draft }), ("object" === typeof input.revise && null !== input.revise || _report(_exceptionable, { path: _path + ".revise", expected: "IAutoBeRealizeOperationWriteApplication.IReviseProps", value: input.revise })) && _vo7(input.revise, _path + ".revise", true && _exceptionable) || _report(_exceptionable, { path: _path + ".revise", expected: "IAutoBeRealizeOperationWriteApplication.IReviseProps", value: input.revise })].every(flag => flag); const _vo7 = (input, _path, _exceptionable = true) => ["string" === typeof input.review || _report(_exceptionable, { path: _path + ".review", expected: "string", value: input.review }), null === input.final || "string" === typeof input.final || _report(_exceptionable, { path: _path + ".final", expected: "(null | string)", value: input.final })].every(flag => flag); const _vu0 = (input, _path, _exceptionable = true) => (() => { if ("complete" === input.type) return _vo1(input, _path, true && _exceptionable); else if ("getAnalysisSections" === input.type) return _vo2(input, _path, true && _exceptionable); else if ("getDatabaseSchemas" === input.type) return _vo3(input, _path, true && _exceptionable); else if ("getRealizeTransformers" === input.type) return _vo5(input, _path, true && _exceptionable); else if ("getRealizeCollectors" === input.type) return _vo4(input, _path, true && _exceptionable); else if ("write" === input.type) return _vo6(input, _path, true && _exceptionable); else return _report(_exceptionable, { path: _path, expected: "(IAutoBePreliminaryComplete | IAutoBePreliminaryGetAnalysisSections | IAutoBePreliminaryGetDatabaseSchemas | IAutoBePreliminaryGetRealizeTransformers | IAutoBePreliminaryGetRealizeCollectors | IAutoBeRealizeOperationWriteApplication.IWrite)", value: input }); })(); const __is = input => "object" === typeof input && null !== input && _io0(input); let errors; let _report; return input => { if (false === __is(input)) { errors = []; _report = __typia_transform__validateReport._validateReport(errors); ((input, _path, _exceptionable = true) => ("object" === typeof input && null !== input || _report(true, { path: _path + "", expected: "IAutoBeRealizeOperationWriteApplication.IProps", value: input })) && _vo0(input, _path + "", true) || _report(true, { path: _path + "", expected: "IAutoBeRealizeOperationWriteApplication.IProps", value: input }))(input, "$input", true); const success = 0 === errors.length; return success ? { success, data: input } : { success, errors, data: input }; } return { success: true, data: input }; }; })()(input); if (result.success === false) return result; else if (result.data.request.type !== "write") return props.preliminary.validate({ thinking: result.data.thinking, request: result.data.request, }); const errors = [ ...(0, validateEmptyCode_1.validateEmptyCode)({ name: props.functionName, draft: result.data.request.draft, revise: result.data.request.revise, path: "$input.request", asynchronous: true, }), ...AutoBeRealizeOperationProgrammer_1.AutoBeRealizeOperationProgrammer.validateSelectTransformContract({ draft: result.data.request.draft, revise: result.data.request.revise, }), ]; return errors.length ? { success: false, errors, data: result.data, } : result; }; const application = props.preliminary.fixApplication(__typia_transform__llmApplicationFinalize._llmApplicationFinalize({ functions: [ { name: "process", parameters: { description: "Current Type: {@link IAutoBeRealizeOperationWriteApplication.IProps}", type: "object", properties: { thinking: { description: "Think before you act.\n\nFor preliminary requests: what information is missing and why?\n\nFor write: what you're submitting and key decisions made.\n\nFor complete: why you consider the last write final.", type: "string" }, request: { description: "Action to perform. Exhausted preliminary types are removed from the\nunion, physically preventing repeated calls.", anyOf: [ { $ref: "#/$defs/IAutoBePreliminaryComplete" }, { $ref: "#/$defs/IAutoBePreliminaryGetAnalysisSections" }, { $ref: "#/$defs/IAutoBePreliminaryGetDatabaseSchemas" }, { $ref: "#/$defs/IAutoBePreliminaryGetRealizeTransformers" }, { $ref: "#/$defs/IAutoBePreliminaryGetRealizeCollectors" }, { $ref: "#/$defs/IAutoBeRealizeOperationWriteApplication.IWrite" } ], "x-discriminator": { propertyName: "type", mapping: { complete: "#/$defs/IAutoBePreliminaryComplete", getAnalysisSections: "#/$defs/IAutoBePreliminaryGetAnalysisSections", getDatabaseSchemas: "#/$defs/IAutoBePreliminaryGetDatabaseSchemas", getRealizeTransformers: "#/$defs/IAutoBePreliminaryGetRealizeTransformers", getRealizeCollectors: "#/$defs/IAutoBePreliminaryGetRealizeCollectors", write: "#/$defs/IAutoBeRealizeOperationWriteApplication.IWrite" } } } }, required: [ "thinking", "request" ], additionalProperties: false, $defs: { IAutoBePreliminaryComplete: { description: "Finalize the write loop by accepting your most recent `write` as-is.\n\nAfter submitting a `write`, review it yourself thoroughly against the review\nchecklist in your instructions. If you find issues worth fixing, submit\nanother `write` with corrections. When you are satisfied with the quality,\ncall `complete` to finalize.\n\nYou have a maximum of 3 write attempts, but this is a safety cap \u2014 not a\ntarget to fill.\n\nOnly valid after at least one `write` submission \u2014 rejected otherwise.", type: "object", properties: { type: { description: "Type discriminator for completion request.", type: "string", "enum": [ "complete" ] } }, required: [ "type" ] }, IAutoBePreliminaryGetAnalysisSections: { description: "Request to retrieve individual analysis sections by numeric ID.", type: "object", properties: { type: { description: "Type discriminator.", type: "string", "enum": [ "getAnalysisSections" ] }, sectionIds: { description: "Section IDs to retrieve. DO NOT request same IDs already requested in\nprevious calls.", type: "array", items: { type: "integer", minimum: 0 }, minItems: 1, maxItems: 100 } }, required: [ "type", "sectionIds" ] }, IAutoBePreliminaryGetDatabaseSchemas: { description: "Request to retrieve database schema definitions for context.", type: "object", properties: { type: { description: "Type discriminator.", type: "string", "enum": [ "getDatabaseSchemas" ] }, schemaNames: { description: "Database table names to retrieve. DO NOT request same names already\nrequested in previous calls.", type: "array", items: { type: "string" }, minItems: 1 } }, required: [ "type", "schemaNames" ] }, IAutoBePreliminaryGetRealizeTransformers: { description: "Request to retrieve Realize Transformer function definitions for context.", type: "object", properties: { type: { description: "Type discriminator.", type: "string", "enum": [ "getRealizeTransformers" ] }, dtoTypeNames: { description: "Transformer DTO type names to retrieve. DO NOT request same names already\nrequested in previous calls.", type: "array", items: { type: "string" }, minItems: 1 } }, required: [ "type", "dtoTypeNames" ] }, IAutoBePreliminaryGetRealizeCollectors: { description: "Request to retrieve Realize Collector function definitions for context.", type: "object", properties: { type: { description: "Type discriminator.", type: "string", "enum": [ "getRealizeCollectors" ] }, dtoTypeNames: { description: "Collector DTO type names to retrieve. DO NOT request same names already\nrequested in previous calls.", type: "array", items: { type: "string" }, minItems: 1 } }, required: [ "type", "dtoTypeNames" ] }, "IAutoBeRealizeOperationWriteApplication.IWrite": { description: "Generate operation implementation via plan/draft/revise.", type: "object", properties: { type: { description: "Type discriminator for write submission.", type: "string", "enum": [ "write" ] }, plan: { description: "Operation implementation plan. Analyze requirements, identify related\ndatabase schemas, and outline implementation approach including schema\nvalidation and API contract verification.", type: "string" }, draft: { description: "First complete implementation attempt based on the plan.", type: "string" }, revise: { description: "Reviews draft and produces final code.", $ref: "#/$defs/IAutoBeRealizeOperationWriteApplication.IReviseProps" } }, required: [ "type", "plan", "draft", "revise" ] }, "IAutoBeRealizeOperationWriteApplication.IReviseProps": { type: "object", properties: { review: { description: "Identify improvements:\n\n- Type safety enhancements\n- Database query optimizations\n- Null/undefined handling corrections\n- Authentication/authorization improvements\n- Error handling refinements", type: "string" }, final: { description: "Final operation function code with all review improvements applied, or\nnull if draft needs no changes.", anyOf: [ { type: "null" }, { type: "string" }