feat(agent): complementation features by RAG for users

[samchon]

This pull request introduces significant improvements to the preliminary context loading and orchestration system in the agent package. The main focus is on enhancing the handling of previously implemented artifacts (analysis files, API operations, TypeScript schemas, and Prisma models) for incremental context loading, improving anti-duplication logic, and making the orchestration controller more robust and well-documented.

The most important changes are:

Preliminary Context Loading and History Handling

• Added support for "previous" artifacts (e.g., previousAnalysisFiles, previousInterfaceOperations, etc.) in the orchestration controller and history transformation logic, enabling the agent to distinguish between already implemented features and new requirements. [1] [2] [3]
• Updated system prompts and loaded messages to include references to previous artifacts, clarifying their intended use and preventing accidental duplication of features, endpoints, types, or tables. [1] [2] [3] [4] [5] [6] [7] [8]
• Added new prompt fragments that clearly instruct the agent to use previous artifacts only for reference and not for designing new features, enforcing anti-duplication rules. [1] [2] [3] [4]

Controller API and Documentation

• Refactored AutoBePreliminaryController to include comprehensive JSDoc comments for all public methods and constructor properties, improving code clarity and maintainability. [1] [2] [3]
• Added new controller methods and properties for managing histories and state, as well as dynamic adjustment of LLM application schemas to exclude previous types when not present.

Orchestration Pipeline

• Updated the orchestration pipeline to pass histories through context, ensuring correct incremental context loading and improved traceability of agent decisions.

Project Timeline Update

• Updated the Gantt chart in README.md to reflect new active dates and extended recruitment period for the AutoBE Developer role.

[Copilot]

Pull request overview

This pull request introduces comprehensive RAG (Retrieval-Augmented Generation) support for incremental context loading in the AutoBE agent system, enabling agents to reference previously implemented artifacts during complementation cycles. The main enhancement is the addition of "previous" artifact tracking (previousAnalysisFiles, previousPrismaSchemas, previousInterfaceOperations, previousInterfaceSchemas) alongside improved orchestration logic and documentation.

Key Changes:

• Added support for loading previous iteration artifacts to prevent duplication during incremental feature development
• Enhanced AutoBePreliminaryController with dynamic schema adjustment to exclude unavailable "previous" types
• Updated roadmap timelines to reflect completed modularization and complementation phases

Reviewed changes

Copilot reviewed 139 out of 139 changed files in this pull request and generated no comments.

Show a summary per file

File	Description
packages/interface/src/typings/AutoBePreliminaryKind.ts	Added four new preliminary kinds for previous artifacts
packages/agent/src/context/AutoBeState.ts	Added previous* fields to track prior phase executions
packages/agent/src/factory/createAutoBeState.ts	Implemented logic to extract previous phase histories
packages/agent/src/orchestrate/common/AutoBePreliminaryController.ts	Added fixApplication method for dynamic schema adjustment and comprehensive JSDoc
packages/agent/src/orchestrate/common/internal/fixPrelminaryApplication.ts	Implemented runtime schema manipulation to remove unavailable previous types
packages/agent/src/orchestrate/common/structures/*	Added four new preliminary request types for previous artifacts with detailed documentation
packages/agent/src/orchestrate/common/internal/complementPreliminaryCollection.ts	Enhanced to handle previous artifact types and realize modularizations
packages/agent/src/orchestrate/common/orchestratePreliminary.ts	Added orchestration handlers for previous artifacts
packages/agent/src/orchestrate/common/histories/transformPreliminaryHistory.ts	Updated to generate appropriate system/assistant messages for previous artifacts
packages/agent/src/orchestrate/prisma/*	Integrated previousAnalysisFiles and previousPrismaSchemas support
packages/agent/src/orchestrate/interface/*	Integrated all four previous artifact types across interface orchestrators
packages/agent/src/orchestrate/analyze/*	Added previousAnalysisFiles support to analysis orchestrators
packages/agent/src/utils/*	Added comprehensive JSDoc documentation for utility functions
packages/agent/src/utils/arrayToRecord.ts	Removed unused utility function
packages/agent/prompts/*	Updated prompts to reference "previous version" for step numbering consistency
website/src/template/diagrams/AutoBeGammaRoadmap.mdx	Updated roadmap with completed phases and extended recruitment
test/src/features/utils/test_predicate_state_message.ts	Added previousPhase fields to test state initialization

Comments suppressed due to low confidence (1)

packages/agent/src/orchestrate/analyze/structures/IAutoBeAnalyzeScenarioApplication.ts:1

• Corrected spelling of 'accomplished' to 'accomplish'.

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