diff --git a/EVALUATION_SUMMARY.md b/EVALUATION_SUMMARY.md new file mode 100644 index 000000000..c28dea4a0 --- /dev/null +++ b/EVALUATION_SUMMARY.md @@ -0,0 +1,292 @@ +# ๐Ÿ“Š ObjectStack Protocol Evaluation & Transformation +# ๆ ธๅฟƒๅ่ฎฎ่ฏ„ไผฐไธŽๆ”น้€  + +**Evaluation Date / ่ฏ„ไผฐๆ—ฅๆœŸ**: 2026-01-29 +**Updated / ๆ›ดๆ–ฐ**: 2026-01-30 (Architecture Scope Clarification) +**Evaluation Scope / ่ฏ„ไผฐ่Œƒๅ›ด**: ObjectStack Protocol Repository +**Objective / ็›ฎๆ ‡**: Define comprehensive protocol specifications for enterprise software ecosystem + +--- + +## ๐ŸŽฏ Key Understanding / ๆ ธๅฟƒ่ฎค่ฏ† + +**Critical Architecture Clarification / ๅ…ณ้”ฎๆžถๆž„ๆพ„ๆธ…:** + +This repository (`objectstack-ai/spec`) is a **PROTOCOL AND SPECIFICATION repository ONLY**. +ๆœฌไป“ๅบ“ๆ˜ฏ**ไป…ๅ่ฎฎๅ’Œ่ง„่Œƒไป“ๅบ“**ใ€‚ + +- โœ… **What THIS repo contains / ๆœฌไป“ๅบ“ๅŒ…ๅซๅ†…ๅฎน**: Zod schemas, TypeScript types, JSON schemas, interface contracts, documentation +- ๐Ÿ”Œ **What SEPARATE repos contain / ็‹ฌ็ซ‹ไป“ๅบ“ๅŒ…ๅซๅ†…ๅฎน**: Actual driver implementations, connector implementations, plugin functionality + +``` +๐Ÿ“œ Protocol Layer (THIS REPO) ๐Ÿ”Œ Implementation Layer (SEPARATE REPOS) +โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” +objectstack-ai/spec objectstack-ai/driver-postgres + โ”œโ”€ Zod Schemas objectstack-ai/driver-mysql + โ”œโ”€ TypeScript Types objectstack-ai/driver-mongodb + โ”œโ”€ JSON Schemas objectstack-ai/connector-salesforce + โ”œโ”€ Interface Contracts objectstack-ai/plugin-encryption + โ””โ”€ Documentation objectstack-ai/plugin-multitenancy + ... and many more plugins +``` + +--- + +## ๐Ÿ“š Document Structure / ๆ–‡ๆกฃ็ป“ๆž„ + +This evaluation has been updated to correctly reflect the repository's scope. The following documents are provided: + +### 1๏ธโƒฃ Architecture Evaluation (Original) +**File**: `ARCHITECTURE_EVALUATION.md` +**Status**: Original evaluation - focus is mixed between protocols and implementations +**Note**: Provides valuable analysis but needs to be read with the understanding that implementation work belongs in separate repos + +### 2๏ธโƒฃ Transformation Plan V2 (UPDATED) โญ +**File**: `TRANSFORMATION_PLAN_V2.md` +**Status**: **RECOMMENDED** - Correctly scoped for protocol-only work +**Content**: +- Clear separation: Protocol definitions (this repo) vs Implementations (separate repos) +- 4-phase roadmap focusing on protocol specifications +- 31 new protocol files to be defined +- References to where implementations should be built + +**้€‚ๅˆ้˜…่ฏปไบบ็พค / Audience**: +- Protocol designers +- Architecture planners +- Technical leads planning the ecosystem + +### 3๏ธโƒฃ Technical Recommendations V2 (UPDATED) โญ +**File**: `TECHNICAL_RECOMMENDATIONS_V2.md` +**Status**: **RECOMMENDED** - Protocol design recommendations +**Content**: +- Missing protocol specifications with complete Zod schema examples +- Protocol enhancement recommendations +- Driver protocol standardization +- Security protocol framework +- Competitive protocol analysis vs Salesforce/Prisma + +**้€‚ๅˆ้˜…่ฏปไบบ็พค / Audience**: +- Protocol contributors +- Schema designers +- API architects + +### 4๏ธโƒฃ Implementation Checklist V2 (UPDATED) โญ +**File**: `IMPLEMENTATION_CHECKLIST.md` +**Status**: **RECOMMENDED** - Clear two-part checklist +**Content**: +- **Part A**: Protocol work for THIS repo (31 items) +- **Part B**: Implementation work for SEPARATE repos (17 items) +- Progress tracking +- Success metrics + +**้€‚ๅˆ้˜…่ฏปไบบ็พค / Audience**: +- Project managers +- Development team leads +- Contributors + +### 5๏ธโƒฃ Original Documents (Archive) +**Files**: +- `TRANSFORMATION_PLAN.md.backup` +- `TECHNICAL_RECOMMENDATIONS.md` (original) +- `IMPLEMENTATION_CHECKLIST.md.backup` + +**Status**: Archived for reference - contained mixed scope + +--- + +## ๐ŸŽฏ Re-Evaluated Transformation Goals / ้‡ๆ–ฐ่ฏ„ไผฐ็š„ๆ”น้€ ็›ฎๆ ‡ + +### For THIS Repository (Protocol Specifications) + +| Dimension / ็ปดๅบฆ | Current / ๅฝ“ๅ‰ | Target / ็›ฎๆ ‡ | +|---|:---:|:---:| +| **Protocol Files** | 71 | 92+ | +| **Missing Critical Protocols** | 9 gaps | 0 gaps | +| **Schema Test Coverage** | 72% | 95% | +| **Documentation Coverage** | 80% | 95% | +| **JSON Schema Automation** | Manual | Automated | + +### For The Ecosystem (Separate Repositories) + +| Dimension / ็ปดๅบฆ | Current / ๅฝ“ๅ‰ | Target / ็›ฎๆ ‡ | +|---|:---:|:---:| +| **Production Drivers** | 1 (InMemory) | 5+ | +| **Security Plugins** | 0 | 3+ | +| **SaaS Connectors** | 0 | 5+ | +| **Community Plugins** | 3 | 20+ | + +--- + +## ๐Ÿ“‹ Priority Protocol Gaps / ไผ˜ๅ…ˆๅ่ฎฎ็ผบๅฃ + +### P0: Critical (Must Have for Enterprise) + +1. **SQL Driver Protocol** (`driver-sql.zod.ts`) - Foundation for PostgreSQL/MySQL +2. **NoSQL Driver Protocol** (`driver-nosql.zod.ts`) - Foundation for MongoDB/Redis +3. **Encryption Protocol** (`encryption.zod.ts`) - GDPR/HIPAA compliance +4. **Compliance Protocol** (`compliance.zod.ts`) - Regulatory requirements +5. **Multi-Tenancy Protocol** (`multi-tenancy.zod.ts`) - SaaS architecture +6. **GraphQL Protocol** (`graphql.zod.ts`) - Modern API standard +7. **Cache Protocol** (`cache.zod.ts`) - Performance foundation +8. **Data Masking Protocol** (`masking.zod.ts`) - PII protection + +### P1: High Value + +9. **Object Storage Protocol** (`object-storage.zod.ts`) - File management +10. **Message Queue Protocol** (`message-queue.zod.ts`) - Event-driven architecture +11. **Search Engine Protocol** (`search-engine.zod.ts`) - Full-text search +12. **Vector Database Protocol** (`vector-db.zod.ts`) - AI/ML features + +### P2: Supporting + +13. **Logging Protocol** (`logging.zod.ts`) - Observability +14. **Metrics Protocol** (`metrics.zod.ts`) - Performance tracking +15. **Tracing Protocol** (`tracing.zod.ts`) - Distributed tracing +16. **Time-Series Protocol** (`time-series.zod.ts`) - IoT/monitoring +17. **Graph Database Protocol** (`graph-database.zod.ts`) - Relationships + +--- + +## ๐Ÿš€ Quick Start Paths / ๅฟซ้€Ÿๅ…ฅ้—จ่ทฏๅพ„ + +### For Protocol Contributors + +**Goal**: Add new protocol definitions to this repo + +1. Read `TRANSFORMATION_PLAN_V2.md` โ†’ Understand protocol requirements +2. Read `TECHNICAL_RECOMMENDATIONS_V2.md` โ†’ See protocol examples +3. Check `IMPLEMENTATION_CHECKLIST.md` Part A โ†’ Pick a protocol to define +4. Follow spec repo coding standards: + - Start with Zod schema + - Use `z.infer<>` for TypeScript types + - Add comprehensive JSDoc + - Write validation tests + - Update documentation + +### For Plugin Implementers + +**Goal**: Build drivers/connectors/plugins in separate repos + +1. Read `TRANSFORMATION_PLAN_V2.md` โ†’ Understand ecosystem architecture +2. Check `IMPLEMENTATION_CHECKLIST.md` Part B โ†’ Pick an implementation +3. Create new repo following pattern: `objectstack-ai/driver-*` or `objectstack-ai/plugin-*` +4. Import protocols from `@objectstack/spec` +5. Implement the interfaces +6. Write integration tests +7. Submit to community registry + +### For Decision Makers + +**Goal**: Understand strategic direction + +1. Read this `EVALUATION_SUMMARY.md` โ†’ Get overview +2. Read `TRANSFORMATION_PLAN_V2.md` Section "Architecture Principles" โ†’ Understand separation of concerns +3. Review implementation checklist progress โ†’ Track development +4. Read competitive analysis in `TECHNICAL_RECOMMENDATIONS_V2.md` โ†’ Understand market position + +--- + +## ๐Ÿ“Š Recommended Reading Order / ๅปบ่ฎฎ้˜…่ฏป้กบๅบ + +### For First-Time Readers + +1. **Start Here**: `EVALUATION_SUMMARY.md` (this file) - 5 min read +2. **Architecture**: `TRANSFORMATION_PLAN_V2.md` (Architecture Principles section) - 10 min read +3. **Protocols**: `TECHNICAL_RECOMMENDATIONS_V2.md` (Missing Critical Protocols section) - 20 min read +4. **Action**: `IMPLEMENTATION_CHECKLIST.md` - 5 min read + +### For Contributors + +1. **Protocol Examples**: `TECHNICAL_RECOMMENDATIONS_V2.md` - Study Zod schema examples +2. **Full Roadmap**: `TRANSFORMATION_PLAN_V2.md` - Understand 12-month plan +3. **Tasks**: `IMPLEMENTATION_CHECKLIST.md` - Pick a task + +### For Architects + +1. **Competitive Analysis**: `TECHNICAL_RECOMMENDATIONS_V2.md` Section 7 +2. **Protocol Design**: `TECHNICAL_RECOMMENDATIONS_V2.md` Sections 1-6 +3. **Strategic Plan**: `TRANSFORMATION_PLAN_V2.md` - Full document + +--- + +## ๐Ÿ”„ What Changed in V2 / V2็‰ˆๆœฌๆ›ดๆ–ฐๅ†…ๅฎน + +**Date**: 2026-01-30 +**Reason**: Clarify repository scope - protocols vs implementations + +### Key Changes + +1. **Architecture Clarification** + - Clearly defined: THIS repo = protocols ONLY + - Clearly defined: Separate repos = implementations + - Added visual diagrams showing separation + +2. **Transformation Plan** + - Removed implementation tasks from spec repo plan + - Focus on defining protocols (Zod schemas, types, docs) + - Added references to where implementations should live + +3. **Technical Recommendations** + - Focused entirely on protocol design + - Provided complete Zod schema examples + - Removed implementation-specific code + +4. **Implementation Checklist** + - Split into Part A (protocols in this repo) and Part B (plugins in separate repos) + - Clear about what belongs where + - Updated progress tracking + +--- + +## ๐Ÿ’ก Key Takeaways / ๅ…ณ้”ฎ่ฆ็‚น + +### For This Repository + +โœ… **DO**: Define comprehensive protocol specifications +โœ… **DO**: Maintain Zod schemas and TypeScript types +โœ… **DO**: Generate JSON Schemas for IDE support +โœ… **DO**: Document protocol specifications thoroughly +โœ… **DO**: Version protocols with semantic versioning + +โŒ **DON'T**: Implement actual database drivers here +โŒ **DON'T**: Build SaaS connectors in this repo +โŒ **DON'T**: Add plugin business logic +โŒ **DON'T**: Include database-specific query builders + +### For The Ecosystem + +๐Ÿ”Œ **Drivers** โ†’ `objectstack-ai/driver-*` repos +๐Ÿ”Œ **Connectors** โ†’ `objectstack-ai/connector-*` repos +๐Ÿ”Œ **Plugins** โ†’ `objectstack-ai/plugin-*` repos +๐Ÿ”Œ **Templates** โ†’ `objectstack-ai/template-*` repos + +--- + +## ๐Ÿ“ž Next Steps / ๅŽ็ปญๆญฅ้ชค + +### Immediate (Week 1-2) + +1. Review and approve V2 transformation plan +2. Prioritize P0 protocol definitions +3. Set up protocol development workflow +4. Begin defining critical protocols (SQL, NoSQL, Encryption) + +### Short-term (Month 1-3) + +1. Complete all P0 protocol definitions +2. Set up separate repos for driver implementations +3. Create first reference implementations (PostgreSQL, Encryption) +4. Establish plugin development guidelines + +### Long-term (Month 4-12) + +1. Complete all P1 and P2 protocols +2. Build out driver ecosystem (5+ drivers) +3. Create connector ecosystem (5+ connectors) +4. Achieve 20+ production deployments + +--- + +**Document Maintained By**: ObjectStack Core Team +**For Questions**: Review TRANSFORMATION_PLAN_V2.md or TECHNICAL_RECOMMENDATIONS_V2.md +**Last Updated**: 2026-01-30 diff --git a/IMPLEMENTATION_CHECKLIST.md b/IMPLEMENTATION_CHECKLIST.md new file mode 100644 index 000000000..c3215093b --- /dev/null +++ b/IMPLEMENTATION_CHECKLIST.md @@ -0,0 +1,144 @@ +# ObjectStack Implementation Checklist +# ๅฎžๆ–ฝๆฃ€ๆŸฅๆธ…ๅ• + +**Version / ็‰ˆๆœฌ**: 2.0 +**Updated / ๆ›ดๆ–ฐ**: 2026-01-30 +**Scope / ่Œƒๅ›ด**: Protocol Definitions (THIS REPO) + Plugin Implementations (SEPARATE REPOS) + +--- + +## ๐ŸŽฏ Repository Architecture / ไป“ๅบ“ๆžถๆž„ + +**THIS REPO (`objectstack-ai/spec`)**: Protocol definitions ONLY +**ๆœฌไป“ๅบ“**: ไป…ๅ่ฎฎๅฎšไน‰ + +- โœ… Zod schemas (runtime validation) +- โœ… TypeScript types (derived from Zod) +- โœ… JSON Schema generation +- โœ… Interface contracts +- โœ… Documentation + +**SEPARATE REPOS**: Implementations +**็‹ฌ็ซ‹ไป“ๅบ“**: ๅฎž็Žฐ + +- ๐Ÿ”Œ `objectstack-ai/driver-*` - Database drivers +- ๐Ÿ”Œ `objectstack-ai/connector-*` - SaaS connectors +- ๐Ÿ”Œ `objectstack-ai/plugin-*` - Feature plugins + +--- + +## Part A: Protocol Work (THIS REPO) +## ๅ่ฎฎๅทฅไฝœ๏ผˆๆœฌไป“ๅบ“๏ผ‰ + +### P0: Critical Protocol Definitions + +#### Database Protocols +- [ ] SQL Driver Protocol (`packages/spec/src/system/driver-sql.zod.ts`) +- [ ] NoSQL Driver Protocol (`packages/spec/src/system/driver-nosql.zod.ts`) +- [ ] Cache Protocol (`packages/spec/src/system/cache.zod.ts`) +- [ ] Enhanced Driver Interface (`packages/spec/src/system/driver.zod.ts`) + +#### Security Protocols +- [ ] Encryption Protocol (`packages/spec/src/system/encryption.zod.ts`) +- [ ] Compliance Protocol (`packages/spec/src/system/compliance.zod.ts`) +- [ ] Data Masking Protocol (`packages/spec/src/system/masking.zod.ts`) +- [ ] Multi-Tenancy Protocol (`packages/spec/src/system/multi-tenancy.zod.ts`) + +#### Core Protocol Enhancements +- [ ] Enhanced Field Protocol (`packages/spec/src/data/field.zod.ts`) +- [ ] Enhanced Object Protocol (`packages/spec/src/data/object.zod.ts`) +- [ ] Enhanced Permission Protocol (`packages/spec/src/auth/permission.zod.ts`) + +### P1: High-Value Protocols + +#### API & Integration +- [ ] GraphQL Protocol (`packages/spec/src/api/graphql.zod.ts`) +- [ ] Object Storage Protocol (`packages/spec/src/system/object-storage.zod.ts`) +- [ ] Message Queue Protocol (`packages/spec/src/system/message-queue.zod.ts`) +- [ ] Search Engine Protocol (`packages/spec/src/system/search-engine.zod.ts`) +- [ ] Connector Template Protocol (`packages/spec/src/system/connector-template.zod.ts`) +- [ ] Enhanced WebSocket Protocol (`packages/spec/src/api/websocket.zod.ts`) + +#### AI Protocols +- [ ] Vector Database Protocol (`packages/spec/src/system/vector-db.zod.ts`) +- [ ] AI Model Registry Protocol (`packages/spec/src/ai/model-registry.zod.ts`) +- [ ] Fine-Tuning Protocol (`packages/spec/src/ai/fine-tuning.zod.ts`) + +### P2: Supporting Protocols + +- [ ] Logging Protocol (`packages/spec/src/system/logging.zod.ts`) +- [ ] Metrics Protocol (`packages/spec/src/system/metrics.zod.ts`) +- [ ] Tracing Protocol (`packages/spec/src/system/tracing.zod.ts`) +- [ ] Time-Series Protocol (`packages/spec/src/system/time-series.zod.ts`) +- [ ] Graph Database Protocol (`packages/spec/src/system/graph-database.zod.ts`) +- [ ] Data Warehouse Protocol (`packages/spec/src/system/data-warehouse.zod.ts`) +- [ ] Event Streaming Protocol (`packages/spec/src/system/event-streaming.zod.ts`) + +### Infrastructure + +- [ ] Automated JSON Schema Generation +- [ ] Protocol Compliance Test Suite +- [ ] Protocol Documentation Generator +- [ ] Semantic Versioning for Protocols + +--- + +## Part B: Plugin Implementations (SEPARATE REPOS) +## ๆ’ไปถๅฎž็Žฐ๏ผˆ็‹ฌ็ซ‹ไป“ๅบ“๏ผ‰ + +### P0: Critical Implementations + +**Drivers** (in separate repos): +- [ ] PostgreSQL Driver โ†’ `objectstack-ai/driver-postgres` +- [ ] MySQL Driver โ†’ `objectstack-ai/driver-mysql` +- [ ] MongoDB Driver โ†’ `objectstack-ai/driver-mongodb` +- [ ] Redis Driver โ†’ `objectstack-ai/driver-redis` + +**Security Plugins** (in separate repos): +- [ ] Encryption Plugin โ†’ `objectstack-ai/plugin-encryption` +- [ ] Multi-Tenancy Plugin โ†’ `objectstack-ai/plugin-multitenancy` +- [ ] Compliance Plugin โ†’ `objectstack-ai/plugin-compliance` + +### P1: High-Value Implementations + +**API & Integration** (in separate repos): +- [ ] GraphQL API โ†’ `objectstack-ai/api-graphql` +- [ ] Elasticsearch Plugin โ†’ `objectstack-ai/plugin-elasticsearch` +- [ ] S3 Storage Plugin โ†’ `objectstack-ai/plugin-s3` +- [ ] Kafka Plugin โ†’ `objectstack-ai/plugin-kafka` + +**Connectors** (in separate repos): +- [ ] Salesforce Connector โ†’ `objectstack-ai/connector-salesforce` +- [ ] Slack Connector โ†’ `objectstack-ai/connector-slack` +- [ ] GitHub Connector โ†’ `objectstack-ai/connector-github` + +### P2: Supporting Implementations + +**Plugins** (in separate repos): +- [ ] Observability Plugin โ†’ `objectstack-ai/plugin-observability` +- [ ] Vector Search Plugin โ†’ `objectstack-ai/plugin-vector-search` +- [ ] Real-Time Plugin โ†’ `objectstack-ai/plugin-realtime` + +--- + +## ๐Ÿ“Š Progress Summary / ่ฟ›ๅบฆๆ€ป็ป“ + +### Protocol Definitions (THIS REPO) +- Total P0 Protocols: 11 +- Total P1 Protocols: 9 +- Total P2 Protocols: 7 +- Infrastructure Tasks: 4 +- **Total Protocol Work**: 31 items + +### Implementations (SEPARATE REPOS) +- P0 Drivers: 4 +- P0 Plugins: 3 +- P1 Plugins: 4 +- P1 Connectors: 3 +- P2 Plugins: 3 +- **Total Implementation Work**: 17 items + +--- + +**Maintained By**: ObjectStack Core Team +**Last Updated**: 2026-01-30 diff --git a/TECHNICAL_RECOMMENDATIONS_V2.md b/TECHNICAL_RECOMMENDATIONS_V2.md new file mode 100644 index 000000000..98fcb6195 --- /dev/null +++ b/TECHNICAL_RECOMMENDATIONS_V2.md @@ -0,0 +1,1018 @@ +# ObjectStack Protocol Technical Recommendations +# ๅ่ฎฎๆŠ€ๆœฏๅปบ่ฎฎ + +**Evaluation Benchmark / ่ฏ„ไผฐๅŸบๅ‡†**: Salesforce, ServiceNow, Kubernetes, Prisma +**Target Positioning / ็›ฎๆ ‡ๅฎšไฝ**: Universal Protocol Standard for Enterprise Software +**Scope / ่Œƒๅ›ด**: Protocol definitions and specifications ONLY (implementations in separate repos) + +--- + +## ๐ŸŽฏ Core Principle / ๆ ธๅฟƒๅŽŸๅˆ™ + +**This document focuses on PROTOCOL DESIGN, not implementation.** +**ๆœฌๆ–‡ๆกฃไธ“ๆณจไบŽๅ่ฎฎ่ฎพ่ฎก๏ผŒ่€Œ้žๅฎž็Žฐใ€‚** + +All recommendations are for **Zod schemas, TypeScript types, and interface contracts** that will be defined in `objectstack-ai/spec`. Actual implementations belong in separate plugin repositories. + +--- + +## ๐Ÿ“‹ Table of Contents / ็›ฎๅฝ• + +1. [Missing Critical Protocols](#1-missing-critical-protocols) +2. [Protocol Enhancement Recommendations](#2-protocol-enhancement-recommendations) +3. [Driver Protocol Standardization](#3-driver-protocol-standardization) +4. [API Protocol Completeness](#4-api-protocol-completeness) +5. [Security Protocol Framework](#5-security-protocol-framework) +6. [Integration Protocol Templates](#6-integration-protocol-templates) +7. [Competitive Analysis](#7-competitive-analysis) + +--- + +## 1. Missing Critical Protocols / ็ผบๅคฑ็š„ๅ…ณ้”ฎๅ่ฎฎ + +### 1.1 Database & Storage Protocols + +#### GraphQL Protocol (Priority: โญโญโญ) +**File**: `packages/spec/src/api/graphql.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * GraphQL schema generation configuration + * Maps ObjectQL schemas to GraphQL types + */ +export const GraphQLTypeSchema = z.object({ + typeName: z.string(), + description: z.string().optional(), + fields: z.record(z.object({ + type: z.enum(['String', 'Int', 'Float', 'Boolean', 'ID', 'Custom']), + list: z.boolean().default(false), + nullable: z.boolean().default(true), + customType: z.string().optional(), + })), +}); + +export const GraphQLQueryConfigSchema = z.object({ + enabled: z.boolean().default(true), + operationName: z.string(), + returnType: z.string(), + args: z.record(z.string()).optional(), + complexity: z.number().optional(), +}); + +export const GraphQLMutationConfigSchema = z.object({ + enabled: z.boolean().default(true), + operationName: z.string(), + inputType: z.string(), + returnType: z.string(), +}); + +export const GraphQLSubscriptionConfigSchema = z.object({ + enabled: z.boolean().default(false), + eventName: z.string(), + filter: z.string().optional(), + payload: z.string(), +}); + +export const GraphQLConfigSchema = z.object({ + enabled: z.boolean().default(false), + endpoint: z.string().default('/graphql'), + playground: z.boolean().default(true), + introspection: z.boolean().default(true), + queryDepthLimit: z.number().default(10), + complexityLimit: z.number().default(1000), + queries: z.array(GraphQLQueryConfigSchema).optional(), + mutations: z.array(GraphQLMutationConfigSchema).optional(), + subscriptions: z.array(GraphQLSubscriptionConfigSchema).optional(), +}); + +export type GraphQLConfig = z.infer; +``` + +**Rationale / ๅŽŸๅ› **: +- Hasura and Prisma prove GraphQL is essential for modern data APIs +- Type-safe schema generation from ObjectQL definitions +- Automatic resolver generation based on permissions + +--- + +#### Cache Protocol (Priority: โญโญโญ) +**File**: `packages/spec/src/system/cache.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Multi-tier caching strategy + * Supports Memory, Redis, CDN + */ +export const CacheStrategySchema = z.enum([ + 'lru', // Least Recently Used + 'lfu', // Least Frequently Used + 'fifo', // First In First Out + 'ttl', // Time To Live only + 'adaptive', // Dynamic strategy selection +]); + +export const CacheTierSchema = z.object({ + name: z.string(), + type: z.enum(['memory', 'redis', 'memcached', 'cdn']), + maxSize: z.number().optional().describe('Max size in MB'), + ttl: z.number().default(300).describe('Default TTL in seconds'), + strategy: CacheStrategySchema.default('lru'), + warmup: z.boolean().default(false), +}); + +export const CacheInvalidationSchema = z.object({ + trigger: z.enum(['create', 'update', 'delete', 'manual']), + scope: z.enum(['key', 'pattern', 'tag', 'all']), + pattern: z.string().optional(), + tags: z.array(z.string()).optional(), +}); + +export const CacheConfigSchema = z.object({ + enabled: z.boolean().default(false), + tiers: z.array(CacheTierSchema), + invalidation: z.array(CacheInvalidationSchema), + prefetch: z.boolean().default(false), + compression: z.boolean().default(false), + encryption: z.boolean().default(false), +}); + +export type CacheConfig = z.infer; +``` + +--- + +#### Object Storage Protocol (Priority: โญโญ) +**File**: `packages/spec/src/system/object-storage.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Object storage protocol for file/blob management + * Compatible with S3, Azure Blob, GCS, MinIO + */ +export const StorageProviderSchema = z.enum([ + 's3', + 'azure-blob', + 'gcs', + 'minio', + 'local', +]); + +export const BucketConfigSchema = z.object({ + name: z.string(), + region: z.string().optional(), + public: z.boolean().default(false), + versioning: z.boolean().default(false), + encryption: z.enum(['none', 'aes256', 'kms']).default('none'), + lifecycle: z.object({ + expirationDays: z.number().optional(), + transitionToArchive: z.number().optional(), + }).optional(), +}); + +export const PresignedUrlConfigSchema = z.object({ + expiration: z.number().default(3600).describe('Expiration in seconds'), + allowedOperations: z.array(z.enum(['get', 'put', 'delete'])), +}); + +export const ObjectStorageConfigSchema = z.object({ + provider: StorageProviderSchema, + accessKeyId: z.string().optional(), + secretAccessKey: z.string().optional(), + endpoint: z.string().optional(), + buckets: z.array(BucketConfigSchema), + multipartThreshold: z.number().default(5242880).describe('5MB in bytes'), + presignedUrls: PresignedUrlConfigSchema.optional(), +}); + +export type ObjectStorageConfig = z.infer; +``` + +--- + +#### Message Queue Protocol (Priority: โญโญ) +**File**: `packages/spec/src/system/message-queue.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Message queue protocol for async communication + * Supports Kafka, RabbitMQ, AWS SQS, Redis Pub/Sub + */ +export const MessageQueueProviderSchema = z.enum([ + 'kafka', + 'rabbitmq', + 'aws-sqs', + 'redis-pubsub', + 'google-pubsub', + 'azure-service-bus', +]); + +export const TopicConfigSchema = z.object({ + name: z.string(), + partitions: z.number().default(1), + replicationFactor: z.number().default(1), + retentionMs: z.number().optional(), + compressionType: z.enum(['none', 'gzip', 'snappy', 'lz4']).default('none'), +}); + +export const ConsumerConfigSchema = z.object({ + groupId: z.string(), + autoOffsetReset: z.enum(['earliest', 'latest']).default('latest'), + enableAutoCommit: z.boolean().default(true), + maxPollRecords: z.number().default(500), +}); + +export const DeadLetterQueueSchema = z.object({ + enabled: z.boolean().default(false), + maxRetries: z.number().default(3), + queueName: z.string(), +}); + +export const MessageQueueConfigSchema = z.object({ + provider: MessageQueueProviderSchema, + topics: z.array(TopicConfigSchema), + consumers: z.array(ConsumerConfigSchema).optional(), + deadLetterQueue: DeadLetterQueueSchema.optional(), + ssl: z.boolean().default(false), + sasl: z.object({ + mechanism: z.enum(['plain', 'scram-sha-256', 'scram-sha-512']), + username: z.string(), + password: z.string(), + }).optional(), +}); + +export type MessageQueueConfig = z.infer; +``` + +--- + +#### Search Engine Protocol (Priority: โญโญ) +**File**: `packages/spec/src/system/search-engine.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Full-text search protocol + * Supports Elasticsearch, Algolia, Meilisearch, Typesense + */ +export const SearchProviderSchema = z.enum([ + 'elasticsearch', + 'algolia', + 'meilisearch', + 'typesense', + 'opensearch', +]); + +export const AnalyzerConfigSchema = z.object({ + type: z.enum(['standard', 'simple', 'whitespace', 'keyword', 'pattern', 'language']), + language: z.string().optional(), + stopwords: z.array(z.string()).optional(), + customFilters: z.array(z.string()).optional(), +}); + +export const SearchIndexConfigSchema = z.object({ + indexName: z.string(), + objectName: z.string().describe('Source ObjectQL object'), + fields: z.array(z.object({ + name: z.string(), + type: z.enum(['text', 'keyword', 'number', 'date', 'boolean', 'geo']), + analyzer: z.string().optional(), + searchable: z.boolean().default(true), + filterable: z.boolean().default(false), + sortable: z.boolean().default(false), + boost: z.number().default(1), + })), + replicas: z.number().default(1), + shards: z.number().default(1), +}); + +export const FacetConfigSchema = z.object({ + field: z.string(), + maxValues: z.number().default(10), + sort: z.enum(['count', 'alpha']).default('count'), +}); + +export const SearchConfigSchema = z.object({ + provider: SearchProviderSchema, + indexes: z.array(SearchIndexConfigSchema), + analyzers: z.record(AnalyzerConfigSchema).optional(), + facets: z.array(FacetConfigSchema).optional(), + typoTolerance: z.boolean().default(true), + synonyms: z.record(z.array(z.string())).optional(), + ranking: z.array(z.enum(['typo', 'geo', 'words', 'filters', 'proximity', 'attribute', 'exact', 'custom'])).optional(), +}); + +export type SearchConfig = z.infer; +``` + +--- + +### 1.2 Security & Compliance Protocols + +#### Encryption Protocol (Priority: โญโญโญ) +**File**: `packages/spec/src/system/encryption.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Field-level encryption protocol + * GDPR/HIPAA/PCI-DSS compliant + */ +export const EncryptionAlgorithmSchema = z.enum([ + 'aes-256-gcm', + 'aes-256-cbc', + 'chacha20-poly1305', +]); + +export const KeyManagementProviderSchema = z.enum([ + 'local', + 'aws-kms', + 'azure-key-vault', + 'gcp-kms', + 'hashicorp-vault', +]); + +export const KeyRotationPolicySchema = z.object({ + enabled: z.boolean().default(false), + frequencyDays: z.number().min(1).default(90), + retainOldVersions: z.number().default(3), + autoRotate: z.boolean().default(true), +}); + +export const EncryptionConfigSchema = z.object({ + enabled: z.boolean().default(false), + algorithm: EncryptionAlgorithmSchema.default('aes-256-gcm'), + keyManagement: z.object({ + provider: KeyManagementProviderSchema, + keyId: z.string().optional(), + rotationPolicy: KeyRotationPolicySchema.optional(), + }), + scope: z.enum(['field', 'record', 'table', 'database']), + deterministicEncryption: z.boolean().default(false).describe('Allows equality queries on encrypted data'), + searchableEncryption: z.boolean().default(false).describe('Allows search on encrypted data'), +}); + +export const FieldEncryptionSchema = z.object({ + fieldName: z.string(), + encryptionConfig: EncryptionConfigSchema, + indexable: z.boolean().default(false), +}); + +export type EncryptionConfig = z.infer; +export type FieldEncryption = z.infer; +``` + +--- + +#### Compliance Protocol (Priority: โญโญโญ) +**File**: `packages/spec/src/system/compliance.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Compliance protocol for GDPR, CCPA, HIPAA, SOX, PCI-DSS + */ +export const GDPRConfigSchema = z.object({ + enabled: z.boolean(), + dataSubjectRights: z.object({ + rightToAccess: z.boolean().default(true), + rightToRectification: z.boolean().default(true), + rightToErasure: z.boolean().default(true), + rightToRestriction: z.boolean().default(true), + rightToPortability: z.boolean().default(true), + rightToObject: z.boolean().default(true), + }), + legalBasis: z.enum([ + 'consent', + 'contract', + 'legal-obligation', + 'vital-interests', + 'public-task', + 'legitimate-interests', + ]), + consentTracking: z.boolean().default(true), + dataRetentionDays: z.number().optional(), + dataProcessingAgreement: z.string().optional(), +}); + +export const HIPAAConfigSchema = z.object({ + enabled: z.boolean(), + phi: z.object({ + encryption: z.boolean().default(true), + accessControl: z.boolean().default(true), + auditTrail: z.boolean().default(true), + backupAndRecovery: z.boolean().default(true), + }), + businessAssociateAgreement: z.boolean().default(false), +}); + +export const PCIDSSConfigSchema = z.object({ + enabled: z.boolean(), + level: z.enum(['1', '2', '3', '4']), + cardDataFields: z.array(z.string()), + tokenization: z.boolean().default(true), + encryptionInTransit: z.boolean().default(true), + encryptionAtRest: z.boolean().default(true), +}); + +export const AuditLogConfigSchema = z.object({ + enabled: z.boolean().default(true), + retentionDays: z.number().default(365), + immutable: z.boolean().default(true), + signLogs: z.boolean().default(false), + events: z.array(z.enum([ + 'create', + 'read', + 'update', + 'delete', + 'export', + 'permission-change', + 'login', + 'logout', + 'failed-login', + ])), +}); + +export const ComplianceConfigSchema = z.object({ + gdpr: GDPRConfigSchema.optional(), + hipaa: HIPAAConfigSchema.optional(), + pciDss: PCIDSSConfigSchema.optional(), + auditLog: AuditLogConfigSchema, +}); + +export type ComplianceConfig = z.infer; +``` + +--- + +#### Data Masking Protocol (Priority: โญโญ) +**File**: `packages/spec/src/system/masking.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Data masking protocol for PII protection + */ +export const MaskingStrategySchema = z.enum([ + 'redact', // Complete redaction: **** + 'partial', // Partial masking: 138****5678 + 'hash', // Hash value: sha256(value) + 'tokenize', // Tokenization: token-12345 + 'randomize', // Randomize: generate random value + 'nullify', // Null value: null + 'substitute', // Substitute with dummy data +]); + +export const MaskingRuleSchema = z.object({ + field: z.string(), + strategy: MaskingStrategySchema, + pattern: z.string().optional().describe('Regex pattern for partial masking'), + preserveFormat: z.boolean().default(true), + preserveLength: z.boolean().default(true), + roles: z.array(z.string()).optional().describe('Roles that see masked data'), + exemptRoles: z.array(z.string()).optional().describe('Roles that see unmasked data'), +}); + +export const MaskingConfigSchema = z.object({ + enabled: z.boolean().default(false), + rules: z.array(MaskingRuleSchema), + auditUnmasking: z.boolean().default(true), +}); + +export type MaskingConfig = z.infer; +``` + +--- + +## 2. Protocol Enhancement Recommendations / ๅ่ฎฎๅขžๅผบๅปบ่ฎฎ + +### 2.1 Field Protocol Enhancement + +**Current**: `packages/spec/src/data/field.zod.ts` +**Enhancement**: Add encryption, masking, audit, and caching + +```typescript +import { z } from 'zod'; +import { EncryptionConfigSchema } from '../system/encryption.zod'; +import { MaskingRuleSchema } from '../system/masking.zod'; + +export const FieldSchema = z.object({ + // ... existing fields (name, label, type, etc.) + + // โœ… NEW: Encryption support + encryption: EncryptionConfigSchema.optional(), + + // โœ… NEW: Masking rules + masking: MaskingRuleSchema.optional(), + + // โœ… NEW: Audit trail + auditTrail: z.boolean().default(false), + + // โœ… NEW: Field dependencies + dependencies: z.array(z.string()).optional(), + + // โœ… NEW: Computed field caching + cached: z.object({ + enabled: z.boolean(), + ttl: z.number(), + invalidateOn: z.array(z.string()), + }).optional(), + + // โœ… NEW: Data quality rules + dataQuality: z.object({ + uniqueness: z.boolean().default(false), + completeness: z.number().min(0).max(1).default(1), + accuracy: z.object({ + source: z.string(), + threshold: z.number(), + }).optional(), + }).optional(), + + // โœ… NEW: File/attachment configuration + fileConfig: z.object({ + maxSize: z.number(), + allowedTypes: z.array(z.string()), + virusScan: z.boolean().default(true), + storageProvider: z.string(), + }).optional(), +}); +``` + +--- + +### 2.2 Object Protocol Enhancement + +**Current**: `packages/spec/src/data/object.zod.ts` +**Enhancement**: Add multi-tenancy, soft delete, versioning, partitioning + +```typescript +import { z } from 'zod'; + +export const ObjectSchema = z.object({ + // ... existing fields (name, label, fields, etc.) + + // โœ… NEW: Multi-tenancy configuration + tenancy: z.object({ + enabled: z.boolean(), + strategy: z.enum(['shared', 'isolated', 'hybrid']), + tenantField: z.string().default('tenant_id'), + crossTenantAccess: z.boolean().default(false), + }).optional(), + + // โœ… NEW: Soft delete + softDelete: z.object({ + enabled: z.boolean(), + field: z.string().default('deleted_at'), + cascadeDelete: z.boolean().default(false), + }).optional(), + + // โœ… NEW: Versioning + versioning: z.object({ + enabled: z.boolean(), + strategy: z.enum(['snapshot', 'delta', 'event-sourcing']), + retentionDays: z.number().optional(), + versionField: z.string().default('version'), + }).optional(), + + // โœ… NEW: Partitioning strategy + partitioning: z.object({ + enabled: z.boolean(), + strategy: z.enum(['range', 'hash', 'list']), + key: z.string(), + interval: z.string().optional(), + }).optional(), + + // โœ… NEW: Index definitions + indexes: z.array(z.object({ + name: z.string(), + fields: z.array(z.string()), + type: z.enum(['btree', 'hash', 'gin', 'gist', 'fulltext']), + unique: z.boolean().default(false), + partial: z.string().optional(), + })).optional(), + + // โœ… NEW: Change Data Capture + cdc: z.object({ + enabled: z.boolean(), + events: z.array(z.enum(['insert', 'update', 'delete'])), + destination: z.string(), + }).optional(), +}); +``` + +--- + +## 3. Driver Protocol Standardization / ้ฉฑๅŠจๅ่ฎฎๆ ‡ๅ‡†ๅŒ– + +### 3.1 Enhanced Driver Capabilities + +**Current**: `packages/spec/src/system/driver.zod.ts` +**Enhancement**: More granular capability flags + +```typescript +import { z } from 'zod'; + +export const DriverCapabilitiesSchema = z.object({ + // Basic CRUD + create: z.boolean().default(true), + read: z.boolean().default(true), + update: z.boolean().default(true), + delete: z.boolean().default(true), + + // Bulk operations + bulkCreate: z.boolean().default(false), + bulkUpdate: z.boolean().default(false), + bulkDelete: z.boolean().default(false), + + // Transactions + transactions: z.boolean().default(false), + savepoints: z.boolean().default(false), + isolationLevels: z.array(z.enum([ + 'read-uncommitted', + 'read-committed', + 'repeatable-read', + 'serializable', + ])).optional(), + + // Query capabilities + queryFilters: z.boolean().default(true), + queryAggregations: z.boolean().default(false), + querySorting: z.boolean().default(true), + queryPagination: z.boolean().default(true), + queryWindowFunctions: z.boolean().default(false), + querySubqueries: z.boolean().default(false), + queryCTE: z.boolean().default(false), + + // Advanced features + fullTextSearch: z.boolean().default(false), + jsonQuery: z.boolean().default(false), + geospatialQuery: z.boolean().default(false), + streaming: z.boolean().default(false), + + // Schema management + schemaSync: z.boolean().default(false), + migrations: z.boolean().default(false), + indexes: z.boolean().default(false), + + // Performance + connectionPooling: z.boolean().default(false), + preparedStatements: z.boolean().default(false), + queryCache: z.boolean().default(false), +}); + +export const DriverConfigSchema = z.object({ + name: z.string(), + type: z.enum(['sql', 'nosql', 'cache', 'search', 'graph', 'timeseries']), + capabilities: DriverCapabilitiesSchema, + connectionString: z.string().optional(), + poolConfig: z.object({ + min: z.number().default(2), + max: z.number().default(10), + idleTimeoutMillis: z.number().default(30000), + connectionTimeoutMillis: z.number().default(5000), + }).optional(), +}); + +export type DriverConfig = z.infer; +export type DriverCapabilities = z.infer; +``` + +--- + +### 3.2 SQL-Specific Driver Protocol + +**New**: `packages/spec/src/system/driver-sql.zod.ts` + +```typescript +import { z } from 'zod'; +import { DriverConfigSchema } from './driver.zod'; + +export const SQLDialectSchema = z.enum([ + 'postgresql', + 'mysql', + 'sqlite', + 'mssql', + 'oracle', + 'mariadb', +]); + +export const DataTypeMappingSchema = z.object({ + text: z.string(), + number: z.string(), + boolean: z.string(), + date: z.string(), + datetime: z.string(), + json: z.string().optional(), + uuid: z.string().optional(), + binary: z.string().optional(), +}); + +export const SQLDriverConfigSchema = DriverConfigSchema.extend({ + type: z.literal('sql'), + dialect: SQLDialectSchema, + dataTypeMapping: DataTypeMappingSchema, + ssl: z.boolean().default(false), + sslConfig: z.object({ + rejectUnauthorized: z.boolean().default(true), + ca: z.string().optional(), + cert: z.string().optional(), + key: z.string().optional(), + }).optional(), +}); + +export type SQLDriverConfig = z.infer; +``` + +--- + +## 4. API Protocol Completeness / APIๅ่ฎฎๅฎŒๆ•ดๆ€ง + +### 4.1 WebSocket Enhancement + +**Current**: `packages/spec/src/api/websocket.zod.ts` +**Enhancement**: Add collaboration features + +```typescript +import { z } from 'zod'; + +export const WebSocketEventSchema = z.object({ + type: z.enum([ + 'subscribe', + 'unsubscribe', + 'data-change', + 'presence-update', + 'cursor-update', + 'error', + ]), + channel: z.string(), + payload: z.any(), + timestamp: z.number(), +}); + +export const PresenceStateSchema = z.object({ + userId: z.string(), + userName: z.string(), + status: z.enum(['online', 'away', 'offline']), + lastSeen: z.number(), + metadata: z.record(z.any()).optional(), +}); + +export const CursorPositionSchema = z.object({ + userId: z.string(), + recordId: z.string(), + fieldName: z.string(), + position: z.number(), + selection: z.object({ + start: z.number(), + end: z.number(), + }).optional(), +}); + +export const WebSocketConfigSchema = z.object({ + enabled: z.boolean().default(false), + path: z.string().default('/ws'), + heartbeatInterval: z.number().default(30000), + reconnectAttempts: z.number().default(5), + presence: z.boolean().default(false), + cursorSharing: z.boolean().default(false), +}); + +export type WebSocketConfig = z.infer; +``` + +--- + +## 5. Security Protocol Framework / ๅฎ‰ๅ…จๅ่ฎฎๆก†ๆžถ + +### 5.1 Row-Level Security Enhancement + +**Current**: `packages/spec/src/auth/permission.zod.ts` +**Enhancement**: Add dynamic RLS rules + +```typescript +import { z } from 'zod'; + +export const RLSRuleSchema = z.object({ + name: z.string(), + objectName: z.string(), + operation: z.enum(['read', 'create', 'update', 'delete']), + filter: z.object({ + field: z.string(), + operator: z.enum(['eq', 'ne', 'in', 'nin', 'gt', 'gte', 'lt', 'lte']), + value: z.union([ + z.string(), + z.number(), + z.boolean(), + z.array(z.any()), + z.object({ contextVariable: z.string() }), + ]), + }), + enabled: z.boolean().default(true), + priority: z.number().default(0), +}); + +export const PermissionSchema = z.object({ + // ... existing fields + + // โœ… NEW: Row-level security + rls: z.array(RLSRuleSchema).optional(), + + // โœ… NEW: Context-based access control + contextVariables: z.record(z.any()).optional(), +}); +``` + +--- + +## 6. Integration Protocol Templates / ้›†ๆˆๅ่ฎฎๆจกๆฟ + +### 6.1 SaaS Connector Template + +**New**: `packages/spec/src/system/connector-template.zod.ts` + +```typescript +import { z } from 'zod'; + +export const AuthMethodSchema = z.enum([ + 'oauth2', + 'api-key', + 'jwt', + 'basic', + 'saml', +]); + +export const OAuth2ConfigSchema = z.object({ + authorizationUrl: z.string().url(), + tokenUrl: z.string().url(), + clientId: z.string(), + clientSecret: z.string(), + scopes: z.array(z.string()), + redirectUri: z.string().url().optional(), +}); + +export const FieldMappingSchema = z.object({ + source: z.string(), + target: z.string(), + transformation: z.enum([ + 'none', + 'uppercase', + 'lowercase', + 'trim', + 'split', + 'join', + 'custom', + ]).default('none'), + customTransform: z.string().optional(), +}); + +export const SyncConfigSchema = z.object({ + direction: z.enum(['inbound', 'outbound', 'bidirectional']), + frequency: z.object({ + type: z.enum(['realtime', 'scheduled', 'manual']), + cron: z.string().optional(), + }), + conflictResolution: z.enum([ + 'source-wins', + 'target-wins', + 'latest-wins', + 'manual', + ]).default('latest-wins'), +}); + +export const ConnectorTemplateSchema = z.object({ + name: z.string(), + version: z.string(), + authMethod: AuthMethodSchema, + authConfig: z.union([ + OAuth2ConfigSchema, + z.object({ apiKey: z.string() }), + z.object({ username: z.string(), password: z.string() }), + ]), + endpoints: z.record(z.object({ + url: z.string(), + method: z.enum(['GET', 'POST', 'PUT', 'PATCH', 'DELETE']), + headers: z.record(z.string()).optional(), + })), + fieldMappings: z.array(FieldMappingSchema), + syncConfig: SyncConfigSchema, + rateLimiting: z.object({ + requestsPerSecond: z.number(), + retryStrategy: z.enum(['exponential-backoff', 'linear', 'none']), + maxRetries: z.number().default(3), + }).optional(), +}); + +export type ConnectorTemplate = z.infer; +``` + +--- + +## 7. Competitive Analysis / ็ซžๅ“ๅˆ†ๆž + +### 7.1 ObjectStack vs. Salesforce + +| Feature / ๅŠŸ่ƒฝ | Salesforce | ObjectStack (Current) | ObjectStack (Target) | +|---|:---:|:---:|:---:| +| **Object Definition** | โœ… Custom Objects | โœ… Object Protocol | โœ… Enhanced | +| **Field Types** | โœ… 20+ types | โœ… 15+ types | โœ… 25+ types | +| **Workflow Automation** | โœ… Flow Builder | โœ… Flow Protocol | โœ… Enhanced | +| **Permission Model** | โœ… RBAC + RLS | โœ… RBAC only | โœ… RBAC + RLS | +| **API Support** | โœ… REST + SOAP | โœ… REST + OData | โœ… REST + GraphQL | +| **Platform Encryption** | โœ… Shield | โŒ Missing | โœ… Protocol defined | +| **External Lookups** | โœ… Yes | โŒ Missing | โœ… Connector protocol | +| **Multi-tenancy** | โœ… Native | โš ๏ธ Spec only | โœ… Protocol + Impl | + +**Gap Analysis**: +- โŒ Missing: Platform encryption protocol โ†’ **Add encryption.zod.ts** +- โŒ Missing: External lookup protocol โ†’ **Enhance connector.zod.ts** +- โŒ Missing: Row-level security โ†’ **Enhance permission.zod.ts** + +--- + +### 7.2 ObjectStack vs. Prisma Schema + +| Feature / ๅŠŸ่ƒฝ | Prisma | ObjectStack | +|---|:---:|:---:| +| **Schema Language** | Custom DSL | Zod (TypeScript) | +| **Type Safety** | โœ… Generated types | โœ… Inferred types | +| **Runtime Validation** | โŒ No | โœ… Yes (Zod) | +| **Multi-database** | โœ… 10+ databases | โš ๏ธ 1 (InMemory) | +| **Migrations** | โœ… Built-in | โŒ Missing | +| **Seeding** | โœ… Built-in | โŒ Missing | +| **Relations** | โœ… Native | โœ… Lookup/Master-Detail | + +**Recommendations**: +- Define migration protocol in driver.zod.ts +- Add seed data protocol +- Leverage Zod's runtime validation advantage in marketing + +--- + +## ๐Ÿ“ Implementation Checklist / ๅฎžๆ–ฝๆฃ€ๆŸฅๆธ…ๅ• + +### Priority 0 (Critical) - Protocol Specs Only + +- [ ] `packages/spec/src/api/graphql.zod.ts` +- [ ] `packages/spec/src/system/encryption.zod.ts` +- [ ] `packages/spec/src/system/compliance.zod.ts` +- [ ] `packages/spec/src/system/cache.zod.ts` +- [ ] `packages/spec/src/system/driver-sql.zod.ts` +- [ ] Enhance `driver.zod.ts` with granular capabilities +- [ ] Enhance `field.zod.ts` with encryption/masking +- [ ] Enhance `object.zod.ts` with multi-tenancy + +### Priority 1 (High) - Protocol Specs Only + +- [ ] `packages/spec/src/system/object-storage.zod.ts` +- [ ] `packages/spec/src/system/message-queue.zod.ts` +- [ ] `packages/spec/src/system/search-engine.zod.ts` +- [ ] `packages/spec/src/system/masking.zod.ts` +- [ ] `packages/spec/src/system/multi-tenancy.zod.ts` +- [ ] Enhance `websocket.zod.ts` with collaboration +- [ ] Enhance `permission.zod.ts` with RLS + +### Priority 2 (Medium) - Protocol Specs Only + +- [ ] `packages/spec/src/system/time-series.zod.ts` +- [ ] `packages/spec/src/system/graph-database.zod.ts` +- [ ] `packages/spec/src/system/logging.zod.ts` +- [ ] `packages/spec/src/system/metrics.zod.ts` +- [ ] `packages/spec/src/system/tracing.zod.ts` +- [ ] `packages/spec/src/system/connector-template.zod.ts` + +### Implementation Repos (Separate Projects) + +Implementations should be created in separate repositories: +- ๐Ÿ”Œ Driver implementations: `objectstack-ai/driver-*` +- ๐Ÿ”Œ Connector implementations: `objectstack-ai/connector-*` +- ๐Ÿ”Œ Plugin implementations: `objectstack-ai/plugin-*` + +--- + +## ๐ŸŽฏ Success Criteria / ๆˆๅŠŸๆ ‡ๅ‡† + +Protocol definitions are successful when: +1. โœ… All schemas pass Zod validation tests +2. โœ… TypeScript types are correctly inferred +3. โœ… JSON Schemas are auto-generated +4. โœ… Documentation is comprehensive +5. โœ… Interface contracts are complete +6. โœ… Breaking changes follow semver +7. โœ… Implementers can build plugins without ambiguity + +--- + +**Document Version**: 2.0 +**Last Updated**: 2026-01-30 +**Scope**: Protocol specifications only (no implementation code) diff --git a/TRANSFORMATION_PLAN_V2.md b/TRANSFORMATION_PLAN_V2.md new file mode 100644 index 000000000..dbf776e9d --- /dev/null +++ b/TRANSFORMATION_PLAN_V2.md @@ -0,0 +1,643 @@ +# ObjectStack Protocol Transformation Plan +# ๅ่ฎฎๆ”น้€ ่ฎกๅˆ’ + +**Plan Version / ่ฎกๅˆ’็‰ˆๆœฌ**: 2.0 +**Created / ๅˆถๅฎšๆ—ฅๆœŸ**: 2026-01-29 +**Updated / ๆ›ดๆ–ฐๆ—ฅๆœŸ**: 2026-01-30 +**Implementation Cycle / ๅฎžๆ–ฝๅ‘จๆœŸ**: 12 Months / 12ไธชๆœˆ +**Objective / ็›ฎๆ ‡**: Define comprehensive protocol specifications for enterprise software ecosystem + +--- + +## ๐Ÿ—๏ธ Architecture Principles / ๆžถๆž„ๅŽŸๅˆ™ + +### Repository Scope / ไป“ๅบ“่Œ่ดฃ + +**This Repository (`objectstack-ai/spec`) - Protocol Definitions Only** +**ๆœฌไป“ๅบ“ (`objectstack-ai/spec`) - ไป…ๅ่ฎฎๅฎšไน‰** + +โœ… **What belongs in this repo / ๅฑžไบŽๆœฌไป“ๅบ“็š„ๅ†…ๅฎน:** +- Zod Schema definitions (runtime validation) +- TypeScript type definitions (derived from Zod) +- JSON Schema generation (for IDE support) +- Protocol documentation and specifications +- Interface contracts and API definitions +- Version management and compatibility rules + +โŒ **What does NOT belong in this repo / ไธๅฑžไบŽๆœฌไป“ๅบ“็š„ๅ†…ๅฎน:** +- Actual driver implementations (PostgreSQL, MySQL, MongoDB, etc.) +- Connector implementations (Salesforce, Slack, etc.) +- Business logic and runtime engines +- Plugin code with actual functionality +- Database-specific query builders +- HTTP clients and server implementations + +### Implementation Strategy / ๅฎž็Žฐ็ญ–็•ฅ + +``` +โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” +โ”‚ ๐Ÿ“œ Protocol Layer (THIS REPO) โ”‚ +โ”‚ objectstack-ai/spec โ”‚ +โ”‚ โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ +โ”‚ โ”‚ Zod Schemas + TypeScript Types + JSON Schemas โ”‚ โ”‚ +โ”‚ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ”‚ +โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ + โ†“ imports +โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” +โ”‚ ๐Ÿ”Œ Implementation Layer (SEPARATE REPOS) โ”‚ +โ”‚ โ”‚ +โ”‚ objectstack-ai/driver-postgres โ”‚ +โ”‚ objectstack-ai/driver-mysql โ”‚ +โ”‚ objectstack-ai/driver-mongodb โ”‚ +โ”‚ objectstack-ai/connector-salesforce โ”‚ +โ”‚ objectstack-ai/plugin-encryption โ”‚ +โ”‚ objectstack-ai/template-crm โ”‚ +โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ +``` + +--- + +## ๐ŸŽฏ Transformation Objectives / ๆ”น้€ ็›ฎๆ ‡ + +### Vision / ๆ„ฟๆ™ฏ + +Become the **Universal Protocol Standard** for enterprise software in the **Post-SaaS Era** +ๆˆไธบ**ๅŽSaaSๆ—ถไปฃ**ไผไธš่ฝฏไปถ็š„**้€š็”จๅ่ฎฎๆ ‡ๅ‡†** + +### Quantitative Goals (for Spec Repo) / ้‡ๅŒ–็›ฎๆ ‡๏ผˆ้’ˆๅฏน่ง„่Œƒไป“ๅบ“๏ผ‰ + +| Dimension / ็ปดๅบฆ | Current / ๅฝ“ๅ‰ | Target / ็›ฎๆ ‡ | +|---|:---:|:---:| +| **Protocol Coverage / ๅ่ฎฎ่ฆ†็›–็އ** | 71 files | 90+ files | +| **Missing Critical Protocols / ็ผบๅคฑๅ…ณ้”ฎๅ่ฎฎ** | 9+ gaps | 0 gaps | +| **Test Coverage / ๆต‹่ฏ•่ฆ†็›–็އ** | 72% | 95% | +| **Documentation Completeness / ๆ–‡ๆกฃๅฎŒๆ•ดๆ€ง** | 80% | 95% | +| **JSON Schema Generation / JSON Schema็”Ÿๆˆ** | Manual | Automated | +| **Version Management / ็‰ˆๆœฌ็ฎก็†** | Basic | Semantic | + +--- + +## ๐Ÿ“… Four-Phase Implementation Plan / ๅ››้˜ถๆฎตๅฎžๆ–ฝ่ฎกๅˆ’ + +--- + +## ๐Ÿ—๏ธ Phase 1: Core Protocol Completion (Q1 2026) +## ้˜ถๆฎต1๏ผšๆ ธๅฟƒๅ่ฎฎๅฎŒๅ–„ + +**Timeline / ๆ—ถ้—ด็บฟ**: 3 Months / 3ไธชๆœˆ +**Focus / ้‡็‚น**: Complete missing database, security, and caching protocols + +### 1.1 Database Driver Protocols / ๆ•ฐๆฎๅบ“้ฉฑๅŠจๅ่ฎฎ + +#### In THIS Repo (Spec Definitions) / ๅœจๆœฌไป“ๅบ“๏ผˆ่ง„่Œƒๅฎšไน‰๏ผ‰ + +**Enhance Driver Interface Protocol** +- [ ] Update `packages/spec/src/system/driver.zod.ts` + - [ ] Add transaction isolation level capabilities + - [ ] Add full-text search capability flags + - [ ] Add JSON/JSONB query capability flags + - [ ] Add recursive query (CTE) capability flags + - [ ] Add streaming result capability flags + - [ ] Add connection pooling configuration schema + - [ ] Add migration/schema sync protocol + +**Define SQL Driver Protocol** +- [ ] Create `packages/spec/src/system/driver-sql.zod.ts` + - [ ] SQL dialect enum (PostgreSQL, MySQL, SQLite, MSSQL) + - [ ] Data type mapping schema + - [ ] Index type schema (btree, hash, gin, gist, fulltext) + - [ ] Transaction configuration schema + - [ ] Connection pool configuration schema + - [ ] Prepared statement configuration schema + +**Define NoSQL Driver Protocol** +- [ ] Create `packages/spec/src/system/driver-nosql.zod.ts` + - [ ] NoSQL type enum (Document, Key-Value, Column, Graph) + - [ ] Aggregation pipeline schema (for MongoDB-like databases) + - [ ] Embedded document schema + - [ ] Array query schema + - [ ] Geospatial query schema + +**Define Cache Driver Protocol** +- [ ] Create `packages/spec/src/system/driver-cache.zod.ts` + - [ ] Cache strategy enum (LRU, LFU, FIFO) + - [ ] TTL configuration schema + - [ ] Eviction policy schema + - [ ] Cache invalidation strategy schema + - [ ] Pub/Sub capability schema + +#### In SEPARATE Repos (Implementations) / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“๏ผˆๅฎž็Žฐ๏ผ‰ + +**Reference Implementation Repositories** (to be created separately): +- ๐Ÿ”Œ `objectstack-ai/driver-postgres` - PostgreSQL driver implementation +- ๐Ÿ”Œ `objectstack-ai/driver-mysql` - MySQL driver implementation +- ๐Ÿ”Œ `objectstack-ai/driver-mongodb` - MongoDB driver implementation +- ๐Ÿ”Œ `objectstack-ai/driver-redis` - Redis driver implementation +- ๐Ÿ”Œ `objectstack-ai/driver-sqlite` - SQLite driver implementation + +--- + +### 1.2 Security & Encryption Protocols / ๅฎ‰ๅ…จไธŽๅŠ ๅฏ†ๅ่ฎฎ + +#### In THIS Repo (Spec Definitions) / ๅœจๆœฌไป“ๅบ“๏ผˆ่ง„่Œƒๅฎšไน‰๏ผ‰ + +**Field-Level Encryption Protocol** +- [ ] Create `packages/spec/src/system/encryption.zod.ts` + - [ ] Encryption algorithm enum (AES-256-GCM, AES-256-CBC, ChaCha20-Poly1305) + - [ ] Key management provider schema (AWS KMS, Azure Key Vault, GCP KMS, HashiCorp Vault) + - [ ] Key rotation policy schema + - [ ] Encryption scope enum (field, record, table, database) + - [ ] Deterministic encryption configuration + - [ ] Searchable encryption configuration + +**Data Masking Protocol** +- [ ] Create `packages/spec/src/system/masking.zod.ts` + - [ ] Masking strategy enum (redact, partial, hash, tokenize, randomize, nullify) + - [ ] Masking rule schema + - [ ] Pattern-based masking configuration + - [ ] Role-based masking configuration + +**Compliance Protocol** +- [ ] Create `packages/spec/src/system/compliance.zod.ts` + - [ ] GDPR configuration schema + - [ ] CCPA configuration schema + - [ ] HIPAA configuration schema + - [ ] SOX configuration schema + - [ ] PCI-DSS configuration schema + - [ ] Audit log configuration schema + - [ ] Data retention policy schema + +**Row-Level Security Protocol** +- [ ] Enhance `packages/spec/src/auth/permission.zod.ts` + - [ ] Add row-level security rule schema + - [ ] Add dynamic filter configuration + - [ ] Add context-based access control + +#### In SEPARATE Repos (Implementations) / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“๏ผˆๅฎž็Žฐ๏ผ‰ + +**Reference Implementation Repositories**: +- ๐Ÿ”Œ `objectstack-ai/plugin-encryption` - Encryption service implementation +- ๐Ÿ”Œ `objectstack-ai/plugin-masking` - Data masking implementation +- ๐Ÿ”Œ `objectstack-ai/plugin-compliance` - Compliance toolkit implementation + +--- + +### 1.3 Multi-Tenancy Protocol / ๅคš็งŸๆˆทๅ่ฎฎ + +#### In THIS Repo (Spec Definitions) / ๅœจๆœฌไป“ๅบ“๏ผˆ่ง„่Œƒๅฎšไน‰๏ผ‰ + +**Tenant Isolation Protocol** +- [ ] Create `packages/spec/src/system/multi-tenancy.zod.ts` + - [ ] Tenancy strategy enum (shared, isolated, hybrid) + - [ ] Tenant identification schema + - [ ] Tenant context propagation schema + - [ ] Cross-tenant access control schema + - [ ] Tenant-specific configuration schema + +**Enhance Object Protocol for Multi-Tenancy** +- [ ] Update `packages/spec/src/data/object.zod.ts` + - [ ] Add tenancy configuration field + - [ ] Add tenant field specification + - [ ] Add tenant isolation rules + +#### In SEPARATE Repos (Implementations) / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“๏ผˆๅฎž็Žฐ๏ผ‰ + +**Reference Implementation Repositories**: +- ๐Ÿ”Œ `objectstack-ai/plugin-multitenancy` - Multi-tenancy middleware + +--- + +## ๐Ÿš€ Phase 2: API & Integration Protocols (Q2 2026) +## ้˜ถๆฎต2๏ผšAPIไธŽ้›†ๆˆๅ่ฎฎ + +**Timeline / ๆ—ถ้—ด็บฟ**: 3 Months / 3ไธชๆœˆ +**Focus / ้‡็‚น**: GraphQL, WebSocket, and connector protocols + +### 2.1 GraphQL Protocol / GraphQLๅ่ฎฎ + +#### In THIS Repo (Spec Definitions) / ๅœจๆœฌไป“ๅบ“๏ผˆ่ง„่Œƒๅฎšไน‰๏ผ‰ + +**GraphQL Schema Generation Protocol** +- [ ] Create `packages/spec/src/api/graphql.zod.ts` + - [ ] GraphQL type mapping from ObjectQL + - [ ] Query generation configuration + - [ ] Mutation generation configuration + - [ ] Subscription configuration + - [ ] Resolver configuration schema + - [ ] DataLoader configuration schema + - [ ] GraphQL directive schema + +**GraphQL Security Protocol** +- [ ] Add to `packages/spec/src/api/graphql.zod.ts` + - [ ] Query depth limiting schema + - [ ] Query complexity calculation schema + - [ ] Rate limiting configuration + - [ ] Persisted query configuration + +#### In SEPARATE Repos (Implementations) / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“๏ผˆๅฎž็Žฐ๏ผ‰ + +**Reference Implementation Repositories**: +- ๐Ÿ”Œ `objectstack-ai/api-graphql` - GraphQL schema generator & resolver + +--- + +### 2.2 Real-Time Protocol / ๅฎžๆ—ถ้€šไฟกๅ่ฎฎ + +#### In THIS Repo (Spec Definitions) / ๅœจๆœฌไป“ๅบ“๏ผˆ่ง„่Œƒๅฎšไน‰๏ผ‰ + +**WebSocket Event Protocol** +- [ ] Enhance `packages/spec/src/api/websocket.zod.ts` + - [ ] Event subscription schema + - [ ] Event filtering schema + - [ ] Presence tracking schema + - [ ] Collaborative editing protocol + +**Real-Time Collaboration Protocol** +- [ ] Create `packages/spec/src/system/collaboration.zod.ts` + - [ ] Operational transformation schema + - [ ] CRDT (Conflict-free Replicated Data Type) schema + - [ ] Cursor sharing schema + - [ ] Awareness state schema + +#### In SEPARATE Repos (Implementations) / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“๏ผˆๅฎž็Žฐ๏ผ‰ + +**Reference Implementation Repositories**: +- ๐Ÿ”Œ `objectstack-ai/plugin-realtime` - WebSocket server implementation +- ๐Ÿ”Œ `objectstack-ai/plugin-collaboration` - Real-time collaboration engine + +--- + +### 2.3 Connector Protocols / ่ฟžๆŽฅๅ™จๅ่ฎฎ + +#### In THIS Repo (Spec Definitions) / ๅœจๆœฌไป“ๅบ“๏ผˆ่ง„่Œƒๅฎšไน‰๏ผ‰ + +**External System Connector Protocol** +- [ ] Enhance `packages/spec/src/system/connector.zod.ts` + - [ ] Authentication method schema (OAuth2, API Key, JWT, SAML) + - [ ] Data synchronization configuration + - [ ] Field mapping schema + - [ ] Webhook configuration schema + - [ ] Rate limiting and retry configuration + +**Specific Connector Templates** +- [ ] Create connector protocol templates + - [ ] SaaS connector protocol template + - [ ] Database connector protocol template + - [ ] File storage connector protocol template + - [ ] Message queue connector protocol template + +#### In SEPARATE Repos (Implementations) / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“๏ผˆๅฎž็Žฐ๏ผ‰ + +**Reference Implementation Repositories**: +- ๐Ÿ”Œ `objectstack-ai/connector-salesforce` - Salesforce connector +- ๐Ÿ”Œ `objectstack-ai/connector-slack` - Slack connector +- ๐Ÿ”Œ `objectstack-ai/connector-github` - GitHub connector +- ๐Ÿ”Œ `objectstack-ai/connector-google-workspace` - Google Workspace connector + +--- + +## ๐Ÿง  Phase 3: Advanced Feature Protocols (Q3 2026) +## ้˜ถๆฎต3๏ผš้ซ˜็บงๅŠŸ่ƒฝๅ่ฎฎ + +**Timeline / ๆ—ถ้—ด็บฟ**: 3 Months / 3ไธชๆœˆ +**Focus / ้‡็‚น**: AI, Search, and Observability protocols + +### 3.1 Enhanced AI Protocols / ๅขžๅผบAIๅ่ฎฎ + +#### In THIS Repo (Spec Definitions) / ๅœจๆœฌไป“ๅบ“๏ผˆ่ง„่Œƒๅฎšไน‰๏ผ‰ + +**AI Model Registry Protocol** +- [ ] Create `packages/spec/src/ai/model-registry.zod.ts` + - [ ] Model metadata schema + - [ ] Model versioning schema + - [ ] Model deployment configuration + - [ ] Model performance metrics schema + +**AI Fine-Tuning Protocol** +- [ ] Create `packages/spec/src/ai/fine-tuning.zod.ts` + - [ ] Training data schema + - [ ] Fine-tuning configuration + - [ ] Hyperparameter schema + - [ ] Evaluation metrics schema + +**Vector Database Protocol** +- [ ] Create `packages/spec/src/system/vector-db.zod.ts` + - [ ] Embedding configuration schema + - [ ] Similarity search configuration + - [ ] Index type enum (HNSW, IVF, Flat) + - [ ] Distance metric enum (cosine, euclidean, dot product) + +#### In SEPARATE Repos (Implementations) / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“๏ผˆๅฎž็Žฐ๏ผ‰ + +**Reference Implementation Repositories**: +- ๐Ÿ”Œ `objectstack-ai/plugin-vector-search` - Vector search implementation +- ๐Ÿ”Œ `objectstack-ai/plugin-fine-tuning` - Model fine-tuning service + +--- + +### 3.2 Search Engine Protocol / ๆœ็ดขๅผ•ๆ“Žๅ่ฎฎ + +#### In THIS Repo (Spec Definitions) / ๅœจๆœฌไป“ๅบ“๏ผˆ่ง„่Œƒๅฎšไน‰๏ผ‰ + +**Full-Text Search Protocol** +- [ ] Create `packages/spec/src/system/search-engine.zod.ts` + - [ ] Search index configuration schema + - [ ] Tokenizer configuration schema + - [ ] Analyzer configuration schema (language-specific) + - [ ] Relevance scoring configuration + - [ ] Faceted search configuration + - [ ] Autocomplete/suggestion configuration + +**Search Provider Integration Protocol** +- [ ] Add to `packages/spec/src/system/search-engine.zod.ts` + - [ ] Elasticsearch configuration schema + - [ ] Algolia configuration schema + - [ ] Meilisearch configuration schema + - [ ] Typesense configuration schema + +#### In SEPARATE Repos (Implementations) / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“๏ผˆๅฎž็Žฐ๏ผ‰ + +**Reference Implementation Repositories**: +- ๐Ÿ”Œ `objectstack-ai/plugin-elasticsearch` - Elasticsearch integration +- ๐Ÿ”Œ `objectstack-ai/plugin-algolia` - Algolia integration + +--- + +### 3.3 Observability Protocol / ๅฏ่ง‚ๆต‹ๆ€งๅ่ฎฎ + +#### In THIS Repo (Spec Definitions) / ๅœจๆœฌไป“ๅบ“๏ผˆ่ง„่Œƒๅฎšไน‰๏ผ‰ + +**Logging Protocol** +- [ ] Create `packages/spec/src/system/logging.zod.ts` + - [ ] Log level enum + - [ ] Structured log schema + - [ ] Log enrichment configuration + - [ ] Log destination configuration (file, console, external service) + +**Metrics Protocol** +- [ ] Create `packages/spec/src/system/metrics.zod.ts` + - [ ] Metric type enum (counter, gauge, histogram, summary) + - [ ] Metric aggregation configuration + - [ ] Time-series data schema + - [ ] Performance SLI/SLO schema + +**Tracing Protocol** +- [ ] Create `packages/spec/src/system/tracing.zod.ts` + - [ ] Trace context propagation schema + - [ ] Span schema + - [ ] Trace sampling configuration + - [ ] OpenTelemetry compatibility schema + +#### In SEPARATE Repos (Implementations) / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“๏ผˆๅฎž็Žฐ๏ผ‰ + +**Reference Implementation Repositories**: +- ๐Ÿ”Œ `objectstack-ai/plugin-observability` - Observability toolkit +- ๐Ÿ”Œ `objectstack-ai/plugin-prometheus` - Prometheus metrics exporter +- ๐Ÿ”Œ `objectstack-ai/plugin-opentelemetry` - OpenTelemetry integration + +--- + +## ๐ŸŒ Phase 4: Ecosystem & Storage Protocols (Q4 2026) +## ้˜ถๆฎต4๏ผš็”Ÿๆ€็ณป็ปŸไธŽๅญ˜ๅ‚จๅ่ฎฎ + +**Timeline / ๆ—ถ้—ด็บฟ**: 3 Months / 3ไธชๆœˆ +**Focus / ้‡็‚น**: Storage, messaging, and specialized database protocols + +### 4.1 Object Storage Protocol / ๅฏน่ฑกๅญ˜ๅ‚จๅ่ฎฎ + +#### In THIS Repo (Spec Definitions) / ๅœจๆœฌไป“ๅบ“๏ผˆ่ง„่Œƒๅฎšไน‰๏ผ‰ + +**Object Storage Protocol** +- [ ] Create `packages/spec/src/system/object-storage.zod.ts` + - [ ] Storage provider enum (S3, Azure Blob, GCS, MinIO) + - [ ] Bucket configuration schema + - [ ] Object metadata schema + - [ ] Access control schema + - [ ] Lifecycle policy schema + - [ ] Presigned URL configuration + - [ ] Multipart upload configuration + +**File Attachment Protocol** +- [ ] Enhance `packages/spec/src/data/field.zod.ts` + - [ ] Add file/attachment field configuration + - [ ] Add file size limits + - [ ] Add allowed file types + - [ ] Add virus scanning configuration + +#### In SEPARATE Repos (Implementations) / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“๏ผˆๅฎž็Žฐ๏ผ‰ + +**Reference Implementation Repositories**: +- ๐Ÿ”Œ `objectstack-ai/plugin-s3` - AWS S3 integration +- ๐Ÿ”Œ `objectstack-ai/plugin-azure-blob` - Azure Blob Storage integration +- ๐Ÿ”Œ `objectstack-ai/plugin-minio` - MinIO integration + +--- + +### 4.2 Message Queue Protocol / ๆถˆๆฏ้˜Ÿๅˆ—ๅ่ฎฎ + +#### In THIS Repo (Spec Definitions) / ๅœจๆœฌไป“ๅบ“๏ผˆ่ง„่Œƒๅฎšไน‰๏ผ‰ + +**Message Queue Protocol** +- [ ] Create `packages/spec/src/system/message-queue.zod.ts` + - [ ] Queue provider enum (Kafka, RabbitMQ, AWS SQS, Redis Pub/Sub) + - [ ] Topic/queue configuration schema + - [ ] Message schema + - [ ] Consumer group configuration + - [ ] Dead letter queue configuration + - [ ] Message retention policy + +**Event Streaming Protocol** +- [ ] Create `packages/spec/src/system/event-streaming.zod.ts` + - [ ] Event schema + - [ ] Stream partition configuration + - [ ] Stream consumer configuration + - [ ] Event sourcing configuration + +#### In SEPARATE Repos (Implementations) / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“๏ผˆๅฎž็Žฐ๏ผ‰ + +**Reference Implementation Repositories**: +- ๐Ÿ”Œ `objectstack-ai/plugin-kafka` - Apache Kafka integration +- ๐Ÿ”Œ `objectstack-ai/plugin-rabbitmq` - RabbitMQ integration + +--- + +### 4.3 Specialized Database Protocols / ไธ“็”จๆ•ฐๆฎๅบ“ๅ่ฎฎ + +#### In THIS Repo (Spec Definitions) / ๅœจๆœฌไป“ๅบ“๏ผˆ่ง„่Œƒๅฎšไน‰๏ผ‰ + +**Time-Series Database Protocol** +- [ ] Create `packages/spec/src/system/time-series.zod.ts` + - [ ] Time-series data point schema + - [ ] Retention policy schema + - [ ] Downsampling configuration + - [ ] Continuous query configuration + - [ ] Time-based aggregation schema + +**Graph Database Protocol** +- [ ] Create `packages/spec/src/system/graph-database.zod.ts` + - [ ] Node schema + - [ ] Edge/relationship schema + - [ ] Graph traversal query schema + - [ ] Path finding configuration + - [ ] Graph algorithm configuration + +**Data Warehouse Protocol** +- [ ] Create `packages/spec/src/system/data-warehouse.zod.ts` + - [ ] Dimension table schema + - [ ] Fact table schema + - [ ] Star schema configuration + - [ ] Snowflake schema configuration + - [ ] ETL pipeline configuration + - [ ] Data mart configuration + +#### In SEPARATE Repos (Implementations) / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“๏ผˆๅฎž็Žฐ๏ผ‰ + +**Reference Implementation Repositories**: +- ๐Ÿ”Œ `objectstack-ai/plugin-influxdb` - InfluxDB integration +- ๐Ÿ”Œ `objectstack-ai/plugin-neo4j` - Neo4j integration +- ๐Ÿ”Œ `objectstack-ai/plugin-snowflake` - Snowflake integration + +--- + +## ๐Ÿ“Š Success Metrics / ๆˆๅŠŸๆŒ‡ๆ ‡ + +### For Spec Repository / ่ง„่Œƒไป“ๅบ“ๆŒ‡ๆ ‡ + +| Metric / ๆŒ‡ๆ ‡ | Baseline / ๅŸบๅ‡† | Q1 Target | Q2 Target | Q3 Target | Q4 Target | +|---|:---:|:---:|:---:|:---:|:---:| +| **Total Protocol Files** | 71 | 80 | 85 | 88 | 92 | +| **Missing Critical Protocols** | 9 | 5 | 2 | 1 | 0 | +| **Schema Test Coverage** | 72% | 80% | 85% | 90% | 95% | +| **Documentation Coverage** | 80% | 85% | 90% | 92% | 95% | +| **JSON Schema Automation** | Manual | 50% | 80% | 95% | 100% | + +### For Ecosystem / ็”Ÿๆ€็ณป็ปŸๆŒ‡ๆ ‡ + +| Metric / ๆŒ‡ๆ ‡ | Baseline / ๅŸบๅ‡† | Q1 Target | Q2 Target | Q3 Target | Q4 Target | +|---|:---:|:---:|:---:|:---:|:---:| +| **Driver Implementations** | 1 | 5 | 8 | 10 | 12 | +| **Connector Implementations** | 0 | 2 | 5 | 8 | 12 | +| **Plugin Implementations** | 3 | 6 | 10 | 15 | 20 | +| **Community Stars** | ~10 | 100 | 300 | 600 | 1000 | +| **Production Deployments** | 0 | 2 | 5 | 12 | 20 | + +--- + +## ๐ŸŽฏ Key Deliverables Summary / ๅ…ณ้”ฎไบคไป˜็‰ฉๆ€ป็ป“ + +### In THIS Spec Repository / ๅœจๆœฌ่ง„่Œƒไป“ๅบ“ + +**New Protocol Files (21 files)**: +1. `packages/spec/src/system/driver-sql.zod.ts` +2. `packages/spec/src/system/driver-nosql.zod.ts` +3. `packages/spec/src/system/driver-cache.zod.ts` +4. `packages/spec/src/system/encryption.zod.ts` +5. `packages/spec/src/system/masking.zod.ts` +6. `packages/spec/src/system/compliance.zod.ts` +7. `packages/spec/src/system/multi-tenancy.zod.ts` +8. `packages/spec/src/api/graphql.zod.ts` +9. `packages/spec/src/system/collaboration.zod.ts` +10. `packages/spec/src/ai/model-registry.zod.ts` +11. `packages/spec/src/ai/fine-tuning.zod.ts` +12. `packages/spec/src/system/vector-db.zod.ts` +13. `packages/spec/src/system/search-engine.zod.ts` +14. `packages/spec/src/system/logging.zod.ts` +15. `packages/spec/src/system/metrics.zod.ts` +16. `packages/spec/src/system/tracing.zod.ts` +17. `packages/spec/src/system/object-storage.zod.ts` +18. `packages/spec/src/system/message-queue.zod.ts` +19. `packages/spec/src/system/event-streaming.zod.ts` +20. `packages/spec/src/system/time-series.zod.ts` +21. `packages/spec/src/system/graph-database.zod.ts` +22. `packages/spec/src/system/data-warehouse.zod.ts` + +**Enhanced Protocol Files (10 files)**: +1. `packages/spec/src/system/driver.zod.ts` (enhanced capabilities) +2. `packages/spec/src/data/field.zod.ts` (encryption, masking, file attachments) +3. `packages/spec/src/data/object.zod.ts` (multi-tenancy, partitioning, indexes) +4. `packages/spec/src/auth/permission.zod.ts` (row-level security) +5. `packages/spec/src/api/websocket.zod.ts` (enhanced real-time) +6. `packages/spec/src/system/connector.zod.ts` (enhanced authentication) + +**Documentation & Tooling**: +1. Protocol reference documentation for all new schemas +2. JSON Schema auto-generation scripts +3. Protocol compliance testing framework +4. Migration guides for protocol updates +5. Best practices guides for implementers + +### In SEPARATE Repositories / ๅœจ็‹ฌ็ซ‹ไป“ๅบ“ + +**Driver Implementations** (12 repos): +- PostgreSQL, MySQL, MongoDB, Redis, SQLite, MariaDB +- InfluxDB, Neo4j, Snowflake, TimescaleDB, CockroachDB, Cassandra + +**Connector Implementations** (12 repos): +- Salesforce, Slack, GitHub, Google Workspace +- Microsoft 365, Zendesk, HubSpot, Stripe +- Shopify, QuickBooks, SAP, Oracle + +**Plugin Implementations** (20 repos): +- Encryption, Masking, Compliance, Multi-tenancy +- Real-time, Collaboration, Vector Search, Fine-tuning +- Elasticsearch, Algolia, Observability, Prometheus +- OpenTelemetry, S3, Azure Blob, MinIO +- Kafka, RabbitMQ, Event Streaming, Data Warehouse + +--- + +## ๐Ÿ“š Resources & References / ่ต„ๆบไธŽๅ‚่€ƒ + +### Protocol Standards / ๅ่ฎฎๆ ‡ๅ‡† +- JSON Schema: https://json-schema.org/ +- Zod: https://zod.dev/ +- OpenAPI: https://www.openapis.org/ +- GraphQL: https://graphql.org/ +- OpenTelemetry: https://opentelemetry.io/ + +### Benchmarks / ๅฏนๆ ‡ +- Salesforce Platform Events: https://developer.salesforce.com/docs/atlas.en-us.platform_events.meta +- ServiceNow Integration Hub: https://docs.servicenow.com/ +- Hasura GraphQL Engine: https://hasura.io/ +- Prisma Schema: https://www.prisma.io/docs/concepts/components/prisma-schema + +### Best Practices / ๆœ€ไฝณๅฎž่ทต +- API Design Patterns: https://www.apiguide.org/ +- Database Design Patterns: https://en.wikipedia.org/wiki/Database_design +- Security Best Practices: OWASP Top 10 +- Compliance Standards: GDPR, CCPA, HIPAA, SOX, PCI-DSS + +--- + +## ๐Ÿค Contribution Guidelines / ่ดก็ŒฎๆŒ‡ๅ— + +### For Protocol Contributors / ๅ่ฎฎ่ดก็Œฎ่€… + +When adding new protocols to this repository: +1. Always start with Zod schema definition +2. Derive TypeScript types using `z.infer<>` +3. Use `camelCase` for configuration keys +4. Use `snake_case` for machine names/identifiers +5. Add comprehensive JSDoc comments +6. Include usage examples in comments +7. Write unit tests for schema validation +8. Update documentation +9. Follow semantic versioning for breaking changes + +### For Implementers / ๅฎž็Žฐ่€… + +When building plugins/drivers/connectors: +1. Import protocol schemas from `@objectstack/spec` +2. Implement all required interfaces +3. Use runtime validation with imported Zod schemas +4. Write integration tests against protocol contracts +5. Document implementation-specific details +6. Follow the plugin architecture guide +7. Submit implementation to community registry + +--- + +## ๐Ÿ“ Version History / ็‰ˆๆœฌๅކๅฒ + +- **v2.0** (2026-01-30): Re-scoped plan to focus on protocol definitions only, separated implementation work to plugin repositories +- **v1.0** (2026-01-29): Initial comprehensive transformation plan (mixed protocols and implementations)