UNPKG

@autobe/agent

Version:

AI backend server code generator

758 lines (757 loc) 74.5 kB
"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.orchestrateRealizeWrite = orchestrateRealizeWrite; const __typia_transform__validateReport = __importStar(require("typia/lib/internal/_validateReport.js")); const __typia_transform__llmApplicationFinalize = __importStar(require("typia/lib/internal/_llmApplicationFinalize.js")); const typia_1 = __importDefault(require("typia")); const uuid_1 = require("uuid"); const assertSchemaModel_1 = require("../../context/assertSchemaModel"); const validateEmptyCode_1 = require("../../utils/validateEmptyCode"); const AutoBePreliminaryController_1 = require("../common/AutoBePreliminaryController"); const transformRealizeWriteHistories_1 = require("./histories/transformRealizeWriteHistories"); const getRealizeWriteDto_1 = require("./utils/getRealizeWriteDto"); const replaceImportStatements_1 = require("./utils/replaceImportStatements"); function orchestrateRealizeWrite(ctx, props) { return __awaiter(this, void 0, void 0, function* () { const preliminary = new AutoBePreliminaryController_1.AutoBePreliminaryController({ source: SOURCE, application: { version: "3.1", components: { schemas: { "IAutoBeRealizeWriteApplication.IProps": { type: "object", properties: { thinking: { type: "string", description: "Think before you act.\n\nBefore requesting preliminary data or completing your task, reflect on your\ncurrent state and explain your reasoning:\n\nFor preliminary requests (getAnalysisFiles, getPrismaSchemas, etc.):\n- What critical information is missing that you don't already have?\n- Why do you need it specifically right now?\n- Be brief - state the gap, don't list everything you have.\n\nFor completion (complete):\n- What key assets did you acquire?\n- What did you accomplish?\n- Why is it sufficient to complete?\n- Summarize - don't enumerate every single item.\n\nThis reflection helps you avoid duplicate requests and premature completion." }, request: { oneOf: [ { $ref: "#/components/schemas/IAutoBePreliminaryGetPrismaSchemas" }, { $ref: "#/components/schemas/IAutoBeRealizeWriteApplication.IComplete" } ], discriminator: { propertyName: "type", mapping: { getPrismaSchemas: "#/components/schemas/IAutoBePreliminaryGetPrismaSchemas", complete: "#/components/schemas/IAutoBeRealizeWriteApplication.IComplete" } }, description: "Type discriminator for the request.\n\nDetermines which action to perform: preliminary data retrieval\n(getPrismaSchemas) or final implementation generation (complete). When\npreliminary returns empty array, that type is removed from the union,\nphysically preventing repeated calls." } }, required: [ "thinking", "request" ] }, IAutoBePreliminaryGetPrismaSchemas: { type: "object", properties: { type: { "const": "getPrismaSchemas", description: "Type discriminator for the request.\n\nDetermines which action to perform: preliminary data retrieval or actual\ntask execution. Value \"getPrismaSchemas\" indicates this is a preliminary\ndata request for Prisma schemas." }, schemaNames: { type: "array", items: { type: "string" }, minItems: 1, description: "List of Prisma table names to retrieve.\n\nTable names from the Prisma schema file representing database entities\n(e.g., \"user\", \"post\", \"comment\").\n\nCRITICAL: DO NOT request the same schema names that you have already\nrequested in previous calls." } }, required: [ "type", "schemaNames" ], description: "Request to retrieve Prisma database schema definitions for context.\n\nThis type is used in the preliminary phase to request specific Prisma table\nschemas needed for generating type-safe API operations." }, "IAutoBeRealizeWriteApplication.IComplete": { type: "object", properties: { type: { "const": "complete", description: "Type discriminator for the request.\n\nDetermines which action to perform: preliminary data retrieval or actual\ntask execution. Value \"complete\" indicates this is the final task\nexecution request." }, plan: { type: "string", description: "Implementation plan and strategy.\n\nAnalyzes the provider function requirements, identifies related Prisma\nschemas, and outlines the implementation approach. Includes schema\nvalidation and API contract verification." }, draft: { type: "string", description: "Initial implementation draft.\n\nThe first complete implementation attempt based on the plan. May contain\nareas that need refinement in the review phase." }, revise: { $ref: "#/components/schemas/IAutoBeRealizeWriteApplication.IReviseProps", description: "Revision and finalization phase.\n\nReviews the draft implementation and produces the final code with all\nimprovements and corrections applied." } }, required: [ "type", "plan", "draft", "revise" ], description: "Request to generate provider function implementation.\n\nExecutes three-phase generation to create complete provider implementation.\nFollows plan \u2192 draft \u2192 revise pattern to ensure type safety, proper Prisma\nusage, and API contract compliance." }, "IAutoBeRealizeWriteApplication.IReviseProps": { type: "object", properties: { review: { type: "string", description: "Review and improvement suggestions.\n\nIdentifies areas for improvement in the draft code, including:\n\n- Type safety enhancements\n- Prisma query optimizations\n- Null/undefined handling corrections\n- Authentication/authorization improvements\n- Error handling refinements" }, final: { oneOf: [ { type: "null" }, { type: "string" } ], description: "Final implementation code.\n\nThe complete, production-ready implementation with all review suggestions\napplied.\n\nReturns `null` if the draft is already perfect and needs no changes." } }, required: [ "review", "final" ] } } }, functions: [ { name: "process", async: false, parameters: [ { name: "props", description: " Request containing either preliminary data request or complete\ntask", required: true, schema: { $ref: "#/components/schemas/IAutoBeRealizeWriteApplication.IProps" } } ], description: "Process provider implementation task or preliminary data requests.\n\nGenerates complete provider function implementation through three-phase\nworkflow (plan \u2192 draft \u2192 revise). Ensures type safety, proper Prisma usage,\nand API contract compliance." } ] }, kinds: ["prismaSchemas"], state: ctx.state(), }); return yield preliminary.orchestrate(ctx, (out) => __awaiter(this, void 0, void 0, function* () { var _a, _b, _c, _d, _e; const pointer = { value: null, }; const dto = yield (0, getRealizeWriteDto_1.getRealizeWriteDto)(ctx, props.scenario.operation); const result = yield ctx.conversate(Object.assign({ source: "realizeWrite", controller: createController({ model: ctx.model, functionName: props.scenario.functionName, build: (next) => { pointer.value = next; }, preliminary, }), enforceFunctionCall: true, promptCacheKey: props.promptCacheKey }, (0, transformRealizeWriteHistories_1.transformRealizeWriteHistories)({ state: ctx.state(), scenario: props.scenario, authorization: props.authorization, totalAuthorizations: props.totalAuthorizations, dto, preliminary, }))); if (pointer.value !== null) { pointer.value.draft = yield (0, replaceImportStatements_1.replaceImportStatements)(ctx, { operation: props.scenario.operation, schemas: props.document.components.schemas, code: pointer.value.draft, decoratorType: (_a = props.authorization) === null || _a === void 0 ? void 0 : _a.payload.name, }); if (pointer.value.revise.final) pointer.value.revise.final = yield (0, replaceImportStatements_1.replaceImportStatements)(ctx, { operation: props.scenario.operation, schemas: props.document.components.schemas, code: pointer.value.revise.final, decoratorType: (_b = props.authorization) === null || _b === void 0 ? void 0 : _b.payload.name, }); const event = { type: "realizeWrite", id: (0, uuid_1.v7)(), location: props.scenario.location, content: (_c = pointer.value.revise.final) !== null && _c !== void 0 ? _c : pointer.value.draft, metric: result.metric, tokenUsage: result.tokenUsage, completed: ++props.progress.completed, total: props.progress.total, step: (_e = (_d = ctx.state().analyze) === null || _d === void 0 ? void 0 : _d.step) !== null && _e !== void 0 ? _e : 0, created_at: new Date().toISOString(), }; ctx.dispatch(event); return out(result)(event); } return out(result)(null); })); }); } function createController(props) { (0, assertSchemaModel_1.assertSchemaModel)(props.model); 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 => "getPrismaSchemas" === input.type && (Array.isArray(input.schemaNames) && (1 <= input.schemaNames.length && input.schemaNames.every(elem => "string" === typeof elem))); const _io2 = input => "complete" === input.type && "string" === typeof input.plan && "string" === typeof input.draft && ("object" === typeof input.revise && null !== input.revise && _io3(input.revise)); const _io3 = input => "string" === typeof input.review && (null === input.final || "string" === typeof input.final); const _iu0 = input => (() => { if ("getPrismaSchemas" === input.type) return _io1(input); else if ("complete" === input.type) return _io2(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: "(IAutoBePreliminaryGetPrismaSchemas | IAutoBeRealizeWriteApplication.IComplete)", value: input.request })) && _vu0(input.request, _path + ".request", true && _exceptionable) || _report(_exceptionable, { path: _path + ".request", expected: "(IAutoBePreliminaryGetPrismaSchemas | IAutoBeRealizeWriteApplication.IComplete)", value: input.request })].every(flag => flag); const _vo1 = (input, _path, _exceptionable = true) => ["getPrismaSchemas" === input.type || _report(_exceptionable, { path: _path + ".type", expected: "\"getPrismaSchemas\"", 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, _index2) => "string" === typeof elem || _report(_exceptionable, { path: _path + ".schemaNames[" + _index2 + "]", expected: "string", value: elem })).every(flag => flag)) || _report(_exceptionable, { path: _path + ".schemaNames", expected: "(Array<string> & MinItems<1>)", value: input.schemaNames })].every(flag => flag); const _vo2 = (input, _path, _exceptionable = true) => ["complete" === input.type || _report(_exceptionable, { path: _path + ".type", expected: "\"complete\"", 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: "IAutoBeRealizeWriteApplication.IReviseProps", value: input.revise })) && _vo3(input.revise, _path + ".revise", true && _exceptionable) || _report(_exceptionable, { path: _path + ".revise", expected: "IAutoBeRealizeWriteApplication.IReviseProps", value: input.revise })].every(flag => flag); const _vo3 = (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 ("getPrismaSchemas" === input.type) return _vo1(input, _path, true && _exceptionable); else if ("complete" === input.type) return _vo2(input, _path, true && _exceptionable); else return _report(_exceptionable, { path: _path, expected: "(IAutoBePreliminaryGetPrismaSchemas | IAutoBeRealizeWriteApplication.IComplete)", 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: "IAutoBeRealizeWriteApplication.IProps", value: input })) && _vo0(input, _path + "", true) || _report(true, { path: _path + "", expected: "IAutoBeRealizeWriteApplication.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 !== "complete") { return result; } const errors = (0, validateEmptyCode_1.validateEmptyCode)({ functionName: props.functionName, draft: result.data.request.draft, revise: result.data.request.revise, }); return errors.length ? { success: false, errors, data: result.data, } : result; }; const application = collection[props.model === "chatgpt" ? "chatgpt" : props.model === "gemini" ? "gemini" : "claude"](validate); return { protocol: "class", name: SOURCE, application, execute: { process: (next) => { if (next.request.type === "complete") props.build(next.request); }, }, }; } const collection = { chatgpt: (validate) => (() => { const application = { model: "chatgpt", options: { reference: true, strict: false, separate: null }, functions: [ { name: "process", parameters: { description: " Request containing either preliminary data request or complete\ntask\n\n------------------------------\n\nCurrent Type: {@link IAutoBeRealizeWriteApplication.IProps}", type: "object", properties: { thinking: { description: "Think before you act.\n\nBefore requesting preliminary data or completing your task, reflect on your\ncurrent state and explain your reasoning:\n\nFor preliminary requests (getAnalysisFiles, getPrismaSchemas, etc.):\n- What critical information is missing that you don't already have?\n- Why do you need it specifically right now?\n- Be brief - state the gap, don't list everything you have.\n\nFor completion (complete):\n- What key assets did you acquire?\n- What did you accomplish?\n- Why is it sufficient to complete?\n- Summarize - don't enumerate every single item.\n\nThis reflection helps you avoid duplicate requests and premature completion.", type: "string" }, request: { description: "Type discriminator for the request.\n\nDetermines which action to perform: preliminary data retrieval\n(getPrismaSchemas) or final implementation generation (complete). When\npreliminary returns empty array, that type is removed from the union,\nphysically preventing repeated calls.", anyOf: [ { $ref: "#/$defs/IAutoBePreliminaryGetPrismaSchemas" }, { $ref: "#/$defs/IAutoBeRealizeWriteApplication.IComplete" } ], "x-discriminator": { propertyName: "type", mapping: { getPrismaSchemas: "#/$defs/IAutoBePreliminaryGetPrismaSchemas", complete: "#/$defs/IAutoBeRealizeWriteApplication.IComplete" } } } }, required: [ "thinking", "request" ], additionalProperties: false, $defs: { IAutoBePreliminaryGetPrismaSchemas: { description: "Request to retrieve Prisma database schema definitions for context.\n\nThis type is used in the preliminary phase to request specific Prisma table\nschemas needed for generating type-safe API operations.", type: "object", properties: { type: { description: "Type discriminator for the request.\n\nDetermines which action to perform: preliminary data retrieval or actual\ntask execution. Value \"getPrismaSchemas\" indicates this is a preliminary\ndata request for Prisma schemas.", type: "string", "enum": [ "getPrismaSchemas" ] }, schemaNames: { description: "List of Prisma table names to retrieve.\n\nTable names from the Prisma schema file representing database entities\n(e.g., \"user\", \"post\", \"comment\").\n\nCRITICAL: DO NOT request the same schema names that you have already\nrequested in previous calls.\n\n\n@minItems 1", type: "array", items: { type: "string" } } }, required: [ "type", "schemaNames" ] }, "IAutoBeRealizeWriteApplication.IComplete": { description: "Request to generate provider function implementation.\n\nExecutes three-phase generation to create complete provider implementation.\nFollows plan \u2192 draft \u2192 revise pattern to ensure type safety, proper Prisma\nusage, and API contract compliance.", type: "object", properties: { type: { description: "Type discriminator for the request.\n\nDetermines which action to perform: preliminary data retrieval or actual\ntask execution. Value \"complete\" indicates this is the final task\nexecution request.", type: "string", "enum": [ "complete" ] }, plan: { description: "Implementation plan and strategy.\n\nAnalyzes the provider function requirements, identifies related Prisma\nschemas, and outlines the implementation approach. Includes schema\nvalidation and API contract verification.", type: "string" }, draft: { description: "Initial implementation draft.\n\nThe first complete implementation attempt based on the plan. May contain\nareas that need refinement in the review phase.", type: "string" }, revise: { description: "Revision and finalization phase.\n\nReviews the draft implementation and produces the final code with all\nimprovements and corrections applied.", $ref: "#/$defs/IAutoBeRealizeWriteApplication.IReviseProps" } }, required: [ "type", "plan", "draft", "revise" ] }, "IAutoBeRealizeWriteApplication.IReviseProps": { type: "object", properties: { review: { description: "Review and improvement suggestions.\n\nIdentifies areas for improvement in the draft code, including:\n\n- Type safety enhancements\n- Prisma query optimizations\n- Null/undefined handling corrections\n- Authentication/authorization improvements\n- Error handling refinements", type: "string" }, final: { description: "Final implementation code.\n\nThe complete, production-ready implementation with all review suggestions\napplied.\n\nReturns `null` if the draft is already perfect and needs no changes.", anyOf: [ { type: "null" }, { type: "string" } ] } }, required: [ "review", "final" ] } } }, description: "Process provider implementation task or preliminary data requests.\n\nGenerates complete provider function implementation through three-phase\nworkflow (plan \u2192 draft \u2192 revise). Ensures type safety, proper Prisma usage,\nand API contract compliance.", validate: (() => { const _io0 = input => "string" === typeof input.thinking && ("object" === typeof input.request && null !== input.request && _iu0(input.request)); const _io1 = input => "getPrismaSchemas" === input.type && (Array.isArray(input.schemaNames) && (1 <= input.schemaNames.length && input.schemaNames.every(elem => "string" === typeof elem))); const _io2 = input => "complete" === input.type && "string" === typeof input.plan && "string" === typeof input.draft && ("object" === typeof input.revise && null !== input.revise && _io3(input.revise)); const _io3 = input => "string" === typeof input.review && (null === input.final || "string" === typeof input.final); const _iu0 = input => (() => { if ("getPrismaSchemas" === input.type) return _io1(input); else if ("complete" === input.type) return _io2(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: "(IAutoBePreliminaryGetPrismaSchemas | IAutoBeRealizeWriteApplication.IComplete)", value: input.request })) && _vu0(input.request, _path + ".request", true && _exceptionable) || _report(_exceptionable, { path: _path + ".request", expected: "(IAutoBePreliminaryGetPrismaSchemas | IAutoBeRealizeWriteApplication.IComplete)", value: input.request })].every(flag => flag); const _vo1 = (input, _path, _exceptionable = true) => ["getPrismaSchemas" === input.type || _report(_exceptionable, { path: _path + ".type", expected: "\"getPrismaSchemas\"", 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, _index2) => "string" === typeof elem || _report(_exceptionable, { path: _path + ".schemaNames[" + _index2 + "]", expected: "string", value: elem })).every(flag => flag)) || _report(_exceptionable, { path: _path + ".schemaNames", expected: "(Array<string> & MinItems<1>)", value: input.schemaNames })].every(flag => flag); const _vo2 = (input, _path, _exceptionable = true) => ["complete" === input.type || _report(_exceptionable, { path: _path + ".type", expected: "\"complete\"", 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: "IAutoBeRealizeWriteApplication.IReviseProps", value: input.revise })) && _vo3(input.revise, _path + ".revise", true && _exceptionable) || _report(_exceptionable, { path: _path + ".revise", expected: "IAutoBeRealizeWriteApplication.IReviseProps", value: input.revise })].every(flag => flag); const _vo3 = (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 ("getPrismaSchemas" === input.type) return _vo1(input, _path, true && _exceptionable); else if ("complete" === input.type) return _vo2(input, _path, true && _exceptionable); else return _report(_exceptionable, { path: _path, expected: "(IAutoBePreliminaryGetPrismaSchemas | IAutoBeRealizeWriteApplication.IComplete)", 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: "IAutoBeRealizeWriteApplication.IProps", value: input })) && _vo0(input, _path + "", true) || _report(true, { path: _path + "", expected: "IAutoBeRealizeWriteApplication.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 }; }; })() } ] }; __typia_transform__llmApplicationFinalize._llmApplicationFinalize(application, Object.assign(Object.assign({}, { validate: { process: validate, }, }), { equals: false })); return application; })(), claude: (validate) => (() => { const application = { model: "claude", options: { reference: true, separate: null }, functions: [ { name: "process", parameters: { description: " Request containing either preliminary data request or complete\ntask\n\n------------------------------\n\nCurrent Type: {@link IAutoBeRealizeWriteApplication.IProps}", type: "object", properties: { thinking: { description: "Think before you act.\n\nBefore requesting preliminary data or completing your task, reflect on your\ncurrent state and explain your reasoning:\n\nFor preliminary requests (getAnalysisFiles, getPrismaSchemas, etc.):\n- What critical information is missing that you don't already have?\n- Why do you need it specifically right now?\n- Be brief - state the gap, don't list everything you have.\n\nFor completion (complete):\n- What key assets did you acquire?\n- What did you accomplish?\n- Why is it sufficient to complete?\n- Summarize - don't enumerate every single item.\n\nThis reflection helps you avoid duplicate requests and premature completion.", type: "string" }, request: { description: "Type discriminator for the request.\n\nDetermines which action to perform: preliminary data retrieval\n(getPrismaSchemas) or final implementation generation (complete). When\npreliminary returns empty array, that type is removed from the union,\nphysically preventing repeated calls.", oneOf: [ { $ref: "#/$defs/IAutoBePreliminaryGetPrismaSchemas" }, { $ref: "#/$defs/IAutoBeRealizeWriteApplication.IComplete" } ], discriminator: { propertyName: "type", mapping: { getPrismaSchemas: "#/$defs/IAutoBePreliminaryGetPrismaSchemas", complete: "#/$defs/IAutoBeRealizeWriteApplication.IComplete" } } } }, required: [ "thinking", "request" ], additionalProperties: false, $defs: { IAutoBePreliminaryGetPrismaSchemas: { description: "Request to retrieve Prisma database schema definitions for context.\n\nThis type is used in the preliminary phase to request specific Prisma table\nschemas needed for generating type-safe API operations.", type: "object", properties: { type: { description: "Type discriminator for the request.\n\nDetermines which action to perform: preliminary data retrieval or actual\ntask execution. Value \"getPrismaSchemas\" indicates this is a preliminary\ndata request for Prisma schemas.", "const": "getPrismaSchemas" }, schemaNames: { description: "List of Prisma table names to retrieve.\n\nTable names from the Prisma schema file representing database entities\n(e.g., \"user\", \"post\", \"comment\").\n\nCRITICAL: DO NOT request the same schema names that you have already\nrequested in previous calls.", type: "array", items: { type: "string" }, minItems: 1 } }, required: [ "type", "schemaNames" ] }, "IAutoBeRealizeWriteApplication.IComplete": { description: "Request to generate provider function implementation.\n\nExecutes three-phase generation to create complete provider implementation.\nFollows plan \u2192 draft \u2192 revise pattern to ensure type safety, proper Prisma\nusage, and API contract compliance.", type: "object", properties: { type: { description: "Type discriminator for the request.\n\nDetermines which action to perform: preliminary data retrieval or actual\ntask execution. Value \"complete\" indicates this is the final task\nexecution request.", "const": "complete" }, plan: { description: "Implementation plan and strategy.\n\nAnalyzes the provider function requirements, identifies related Prisma\nschemas, and outlines the implementation approach. Includes schema\nvalidation and API contract verification.", type: "string" }, draft: { description: "Initial implementation draft.\n\nThe first complete implementation attempt based on the plan. May contain\nareas that need refinement in the review phase.", type: "string" }, revise: { description: "Revision and finalization phase.\n\nReviews the draft implementation and produces the final code with all\nimprovements and corrections applied.", $ref: "#/$defs/IAutoBeRealizeWriteApplication.IReviseProps" } }, required: [ "type", "plan", "draft", "revise" ] }, "IAutoBeRealizeWriteApplication.IReviseProps": { type: "object", properties: { review: { description: "Review and improvement suggestions.\n\nIdentifies areas for improvement in the draft code, including:\n\n- Type safety enhancements\n- Prisma query optimizations\n- Null/undefined handling corrections\n- Authentication/authorization improvements\n- Error handling refinements", type: "string" }, final: { description: "Final implementation code.\n\nThe complete, production-ready implementation with all review suggestions\napplied.\n\nReturns `null` if the draft is already perfect and needs no changes.", oneOf: [ { type: "null" }, { type: "string" } ] } }, required: [ "review", "final" ] } } }, description: "Process provider implementation task or preliminary data requests.\n\nGenerates complete provider function implementation through three-phase\nworkflow (plan \u2192 draft \u2192 revise). Ensures type safety, proper Prisma usage,\nand API contract compliance.", validate: (() => { const _io0 = input => "string" === typeof input.thinking && ("object" === typeof input.request && null !== input.request && _iu0(input.request)); const _io1 = input => "getPrismaSchemas" === input.type && (Array.isArray(input.schemaNames) && (1 <= input.schemaNames.length && input.schemaNames.every(elem => "string" === typeof elem))); const _io2 = input => "complete" === input.type && "string" === typeof input.plan && "string" === typeof input.draft && ("object" === typeof input.revise && null !== input.revise && _io3(input.revise)); const _io3 = input => "string" === typeof input.review && (null === input.final || "string" === typeof input.final); const _iu0 = input => (() => { if ("getPrismaSchemas" === input.type)