# PRDS

- [Automatos AI - Implementation Order & Integration Strategy](/automatos-ai-docs/design-docs/prds/00-implementation-order.md)
- [PRD 01: Core Orchestration Engine](/automatos-ai-docs/design-docs/prds/01-core-orchestration-engine.md)
- [PRD 02: Agent Factory & Lifecycle Management](/automatos-ai-docs/design-docs/prds/02-agent-factory-lifecycle.md)
- [PRD 03: Context Engineering Layer](/automatos-ai-docs/design-docs/prds/03-context-engineering-layer.md)
- [PRD 04: Inter-Agent Communication & Collaboration](/automatos-ai-docs/design-docs/prds/04-inter-agent-communication.md)
- [PRD 05: Memory & Knowledge Systems](/automatos-ai-docs/design-docs/prds/05-memory-knowledge-systems.md)
- [PRD 06: Monitoring & Analytics Dashboard](/automatos-ai-docs/design-docs/prds/06-monitoring-analytics.md)
- [PRD 07: Complete Hook Coverage & API Mapping Strategy](/automatos-ai-docs/design-docs/prds/07-hook-api-mapping.md)
- [PRD 08: Universal RAG & Semantic Search System](/automatos-ai-docs/design-docs/prds/08-rag-semantic-search.md)
- [PRD 09: Context Engineering Real Data Integration](/automatos-ai-docs/design-docs/prds/09-context-engineering-real-data.md)
- [PRD 10: Workflow Orchestration Engine - Complete Implementation](/automatos-ai-docs/design-docs/prds/10-workflow-orchestration-engine.md)
- [PRD-100 — Research: Autonomous Operating Layer & Neural Field Orchestration](/automatos-ai-docs/design-docs/prds/100-research-autonomous-operating-layer.md)
- [PRD-101 — Mission Schema & Data Model](/automatos-ai-docs/design-docs/prds/101-mission-schema-data-model.md)
- [PRD-102 — Coordinator Architecture](/automatos-ai-docs/design-docs/prds/102-coordinator-architecture.md)
- [PRD-103 — Verification & Quality](/automatos-ai-docs/design-docs/prds/103-verification-quality.md)
- [PRD-104 — Ephemeral Agents & Model Selection](/automatos-ai-docs/design-docs/prds/104-ephemeral-agents-model-selection.md)
- [PRD-105 — Budget & Governance](/automatos-ai-docs/design-docs/prds/105-budget-governance.md)
- [PRD-106 — Outcome Telemetry & Learning Foundation](/automatos-ai-docs/design-docs/prds/106-outcome-telemetry.md)
- [PRD-107 — Context Interface Abstraction](/automatos-ai-docs/design-docs/prds/107-context-interface-abstraction.md)
- [PRD-108 — Memory Field Prototype](/automatos-ai-docs/design-docs/prds/108-memory-field-prototype.md)
- [PRD-11: CodeGraph Implementation & Integration](/automatos-ai-docs/design-docs/prds/11-codegraph-implementation.md)
- [PRD 12: Playbooks - Automated Pattern Discovery & Learning](/automatos-ai-docs/design-docs/prds/12-playbooks-pattern.md)
- [PRD-120: Skills Marketplace & Agent Catalog — Agency Import + Business Plan Template](/automatos-ai-docs/design-docs/prds/120-skills-marketplace-agent-catalog.md)
- [PRD-121 — HARNESS: Self-Optimizing Organization Loop](/automatos-ai-docs/design-docs/prds/121-harness-self-optimizing-org-loop.md)
- [PRD-122: Tool Routing Promotion, Permission Enforcement & First-Class Schemas](/automatos-ai-docs/design-docs/prds/122-tool-routing-promotion-first-class-schemas.md)
- [PRD-123 — Harness Pattern Adoption](/automatos-ai-docs/design-docs/prds/123-harness-pattern-adoption.md)
- [PRD 13: Enterprise Workflows Enhancement - Integration & Testing](/automatos-ai-docs/design-docs/prds/13-workflows-enhancement.md)
- [PRD 14: Benchmarking & Demo System for November Event](/automatos-ai-docs/design-docs/prds/14-benchmarking.md)
- [PRD 15: Multi-Model Agent Configuration](/automatos-ai-docs/design-docs/prds/15-multi-model-agent.md)
- [PRD-16: LLM-Driven Orchestration Engine - Software 3.0 Transformation](/automatos-ai-docs/design-docs/prds/16-llm-driven-orchestrator.md)
- [PRD 17: Dynamic Tool Assignment & Centralized Tool Management](/automatos-ai-docs/design-docs/prds/17-dynamic-tool-assignment.md)
- [PRD-18: Style Credential Management System](/automatos-ai-docs/design-docs/prds/18-credential-management.md)
- [PRD-19: Multimodal Knowledge Base Enhancement](/automatos-ai-docs/design-docs/prds/19-multimodal-knowledge.md)
- [PRD-20: MCP Server Library & Credential Integration - The 400+ Integration Explosion](/automatos-ai-docs/design-docs/prds/20-mcp-credential.md)
- [PRD-21: Database Knowledge Source (Wren-style Direct Query)](/automatos-ai-docs/design-docs/prds/21-database_knowladge.md)
- [PRD-21: Database Knowledge - Implementation Guide](/automatos-ai-docs/design-docs/prds/21-database_knowledge_implementation_guide.md)
- [PRD 22: Anthropic-Style Dynamic Skill Loading via Git-Backed Repositories](/automatos-ai-docs/design-docs/prds/22-anthropic-skills-integration.md)
- [LLM Service Integration Plan](/automatos-ai-docs/design-docs/prds/25-llm_service_integration.md)
- [PRD-26: System Settings Audit - Current Status](/automatos-ai-docs/design-docs/prds/26-system_settings_audit.md)
- [PRD-26: System Settings Configuration](/automatos-ai-docs/design-docs/prds/26-system_settings_configuration.md)
- [PRD-27: Multi-Provider LLM Integration (AWS Bedrock & HuggingFace)](/automatos-ai-docs/design-docs/prds/27-multi-provider-llm-integration.md)
- [PRD-28: Vercel AI SDK Migration](/automatos-ai-docs/design-docs/prds/28-aisdk-migration.md)
- [PRD-29: Future AGI Observability & Evaluation Platform Integration](/automatos-ai-docs/design-docs/prds/29-future-agi-observability.md)
- [PRD-30: Modular Architecture Refactoring](/automatos-ai-docs/design-docs/prds/30-modular-architecture-refactor.md)
- [PRD-31: Chatbot UX Upgrade (Vercel Chat SDK UX + Automatos Explorer)](/automatos-ai-docs/design-docs/prds/31-chatbot-ux-upgrade.md)
- [PRD-32: Automatos AI Widget Integration System](/automatos-ai-docs/design-docs/prds/32-widget-integration-system.md)
- [PRD-33: MCP Gateway Integration (Context Forge)](/automatos-ai-docs/design-docs/prds/33-mcp-gateway-integration.md)
- [PRD-34: Unified Integrations Adapter (Context Forge + REST/MCP)](/automatos-ai-docs/design-docs/prds/34-unified-integrations-adapter.md)
- [PRD-35: Tool Catalog & Registry Architecture](/automatos-ai-docs/design-docs/prds/35-tool-catalog-registry-architecture.md)
- [PRD-35: Technical Specification](/automatos-ai-docs/design-docs/prds/35-tool-catalog-technical-spec.md)
- [Composio Integration PRD - Automatos](/automatos-ai-docs/design-docs/prds/36-composio-ntegration-prd.md)
- [PRD-37: SaaS Foundation - Authentication, Workspaces & Billing](/automatos-ai-docs/design-docs/prds/37-saas-foundation-prd.md)
- [PRD-38.0: Widget Architecture Master Plan](/automatos-ai-docs/design-docs/prds/38.0-widget-architecture-master-plan.md)
- [PRD-38.1: Widget-Ready Chatbot Workspace](/automatos-ai-docs/design-docs/prds/38.1-widget-ready-chatbot-workspace.md)
- [PRD-38.2: Extended Widgets](/automatos-ai-docs/design-docs/prds/38.2-extended-widgets.md)
- [PRD-38.3: Dashboard Builder](/automatos-ai-docs/design-docs/prds/38.3-dashboard-builder.md)
- [PRD-38.4: SDK Foundation](/automatos-ai-docs/design-docs/prds/38.4-sdk-foundation.md)
- [PRD-38.5: Widget Marketplace](/automatos-ai-docs/design-docs/prds/38.5-widget-marketplace.md)
- [PRD-39: Memory Migration to Mem0](/automatos-ai-docs/design-docs/prds/39-mem0-migration-prd.md)
- [PRD-40: Dynamic Tool Suggestions](/automatos-ai-docs/design-docs/prds/40-dynamic-tool-suggestions.md)
- [Chatbot Intelligence Enhancement - Inspired by PandasAI](/automatos-ai-docs/design-docs/prds/41-chatbot-intelli-gence-enhancement.md)
- [42-PLUGIN-SKILLS-MARKETPLACE](/automatos-ai-docs/design-docs/prds/42-plugin-skills-marketplace.md)
- [Implementation Plan: Recipes Marketplace](/automatos-ai-docs/design-docs/prds/43-recipe-merketplace.md)
- [PRD-44: Platform Security Hardening & Architecture Remediation](/automatos-ai-docs/design-docs/prds/44-security-hardening-architecture-remediation.md)
- [PRD: Community Marketplace - Unified Discovery & Onboarding Hub](/automatos-ai-docs/design-docs/prds/45-community-marketplace.md)
- [PRD-42: Cloud Document Sync with S3 Vectors](/automatos-ai-docs/design-docs/prds/46-cloud-doc-sync-s3-vector.md)
- [Shepherd.js First-Login Onboarding Implementation Plan](/automatos-ai-docs/design-docs/prds/47-shepherd_implementation_plan.md)
- [PRD: Pilot Helper Widget (Jira Bug Reporter)](/automatos-ai-docs/design-docs/prds/49-pilot-helper-widget.md)
- [PRD: Universal Orchestrator Router (PRD-50)](/automatos-ai-docs/design-docs/prds/50-universal-orchestrator-router.md)
- [PRD-51: Recipe Execution Stabilization & Orchestrator Unification](/automatos-ai-docs/design-docs/prds/51-orchestrator-unification.md)
- [PRD: Unified Analytics Page](/automatos-ai-docs/design-docs/prds/52-unified-analytics.md)
- [PRD-53: Webhook & Trigger System](/automatos-ai-docs/design-docs/prds/53-webhook-trigger-system-prd.md)
- [PRD-54: Multi-Provider LLM Marketplace & Cost Optimization](/automatos-ai-docs/design-docs/prds/54-llm-provider-marketplace-prd.md)
- [PRD-55: Autonomous Assistant Platform](/automatos-ai-docs/design-docs/prds/55-autonomous-assistant-platform.md)
- [PRD-56: Infrastructure Scaling, Physical Workspaces & Ephemeral Agent Compute](/automatos-ai-docs/design-docs/prds/56-infrastructure-scaling-ephemeral-compute.md)
- [PRD-57: Mobile-First Responsive Optimization](/automatos-ai-docs/design-docs/prds/57-mobile-first-responsive-optimization.md)
- [PRD-58: System Prompt Management & FutureAGI Evaluation Integration](/automatos-ai-docs/design-docs/prds/58-prompt-management-futureagi-integration.md)
- [PRD-59: Workflow Engine V2 — From 9-Stage Pipeline to Neural Swarm Architecture](/automatos-ai-docs/design-docs/prds/59-workflow-engine-v2-neural-swarm-bridge.md)
- [PRD 60: RAG v3 — Top-10 Competitive Upgrade](/automatos-ai-docs/design-docs/prds/60-rag-v3-top10-competitive-upgrade.md)
- [PRD 61: NL2SQL v2 — Top-10 Competitive Upgrade](/automatos-ai-docs/design-docs/prds/61-nl2sql-v2-competitive-upgrade.md)
- [PRD 62: CodeGraph v2 — Top-10 Competitive Upgrade](/automatos-ai-docs/design-docs/prds/62-codegraph-v2-competitive-upgrade.md)
- [PRD-63: Document Generation Module](/automatos-ai-docs/design-docs/prds/63-document-generation-module.md)
- [PRD-64: Unified Action Discovery & Platform Self-Awareness](/automatos-ai-docs/design-docs/prds/64-unified-action-discovery-platform-self-awareness.md)
- [PRD-65: Branded Document Templates v2](/automatos-ai-docs/design-docs/prds/65-branded-document-templates-v2.md)
- [PRD-66: Automatos Code Canvas](/automatos-ai-docs/design-docs/prds/66-automatos-code-canvas.md)
- [PRD-67: CTO Agent — Platform Builder Mode](/automatos-ai-docs/design-docs/prds/67-cto-agent-platform-builder.md)
- [PRD-68: Progressive Complexity Routing — Atom → Organism](/automatos-ai-docs/design-docs/prds/68-progressive-complexity-routing.md)
- [PRD-69: Agent Intelligence Layer — Instincts, Evaluation & Strategic Context](/automatos-ai-docs/design-docs/prds/69-agent-intelligence-layer.md)
- [PRD-70: Security Hardening — Pen Test Remediation](/automatos-ai-docs/design-docs/prds/70-security-hardening-pentest-remediation.md)
- [PRD-71: Unified Skills Architecture](/automatos-ai-docs/design-docs/prds/71-unified-skills-architecture.md)
- [PRD-72: Activity Command Centre v2](/automatos-ai-docs/design-docs/prds/72-activity-command-centre.md)
- [PRD-73: Agent Monitoring Integration Guide](/automatos-ai-docs/design-docs/prds/73-agent-monitoring-integration.md)
- [PRD-73: Observability & Monitoring Stack](/automatos-ai-docs/design-docs/prds/74-observability-monitoring-stack.md)
- [PRD-74: Voice Interface & Conversational AI](/automatos-ai-docs/design-docs/prds/75-voice-interface-conversational-ai.md)
- [PRD-76: Agent Reporting & Workspace](/automatos-ai-docs/design-docs/prds/76-agent-reporting-workspace.md)
- [PRD-77: Agent Self-Scheduling & Memory Dashboard](/automatos-ai-docs/design-docs/prds/77-agent-self-scheduling-memory-dashboard.md)
- [PRD-78: Autonomous Test Coverage & Quality Mesh](/automatos-ai-docs/design-docs/prds/78-autonomous-test-coverage-quality-mesh.md)
- [PRD-78: Unified Memory & Context Architecture](/automatos-ai-docs/design-docs/prds/79-unified-memory-context-architecture.md)
- [PRD-80: Unified Context Service](/automatos-ai-docs/design-docs/prds/80-unified-context-service.md)
- [PRD-81: MISSION CLEANUP — Complete the Context & Memory Unification](/automatos-ai-docs/design-docs/prds/81-mission-cleanup.md)
- [PRD-82 — Research: Orchestration Readiness Assessment](/automatos-ai-docs/design-docs/prds/82-research-orchestration-readiness.md)
- [PRD-82A — Sequential Mission Coordinator](/automatos-ai-docs/design-docs/prds/82a-sequential-mission-coordinator.md)
- [PRD-82B — Mission Intelligence Layer](/automatos-ai-docs/design-docs/prds/82b-mission-intelligence-layer.md)
- [PRD-82C: Parallel Execution, Intelligent Decomposition & Budget Governance](/automatos-ai-docs/design-docs/prds/82c-parallel-execution-budget-decomposition.md)
- [PRD: Automatos Blog Widget](/automatos-ai-docs/design-docs/prds/prd-blog-widget.md)
- [PRD: Automatos Autonomous Content Engine](/automatos-ai-docs/design-docs/prds/prd-content-engine.md)
- [Research](/automatos-ai-docs/design-docs/prds/research.md)
- [PRD-101 Outline: Mission Schema & Data Model](/automatos-ai-docs/design-docs/prds/research/101-outline-mission-schema.md)
- [PRD-102 Outline: Coordinator Architecture](/automatos-ai-docs/design-docs/prds/research/102-outline-coordinator-architecture.md)
- [PRD-103 Outline: Verification & Quality](/automatos-ai-docs/design-docs/prds/research/103-outline-verification-quality.md)
- [PRD-104 Outline: Ephemeral Agents & Model Selection](/automatos-ai-docs/design-docs/prds/research/104-outline-ephemeral-agents-model-selection.md)
- [PRD-105 Outline: Budget & Governance](/automatos-ai-docs/design-docs/prds/research/105-outline-budget-governance.md)
- [PRD-106 Outline: Outcome Telemetry & Learning Foundation](/automatos-ai-docs/design-docs/prds/research/106-outline-outcome-telemetry.md)
- [PRD-107 Outline: Context Interface Abstraction](/automatos-ai-docs/design-docs/prds/research/107-outline-context-interface-abstraction.md)
- [PRD-108 Outline: Memory Field Prototype](/automatos-ai-docs/design-docs/prds/research/108-outline-memory-field-prototype.md)
- [108-Research-and-Results](/automatos-ai-docs/design-docs/prds/research/108-research-and-results.md)
- [Shared Semantic Fields: Enterprise Benchmark Report](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/benchmark-report-enterprise.md)
- [PRD-108 — Complete Algorithm Specification](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-algorithms.md)
- [PRD-108 Implementation — Shared Memory Field](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-implementation.md)
- [Resonance Field Coordination: A Shared Semantic Vector Field for Multi-Agent LLM Task Orchestration](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-technical-disclosure.md)
- [Field Memory Benchmark Report](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/field-memory-benchmark-report.md)
- [PRD-108 Proof Pack](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof.md)
- [PRD-108 Claim Memo](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/01-claim-memo.md)
- [PRD-108 Prior-Art Comparison](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/02-prior-art-comparison.md)
- [PRD-108 A/B Evidence](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/03-ab-evidence.md)
- [PRD-108 Reproducibility Guide](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/04-reproducibility-guide.md)
- [PRD-108 Investor Brief](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/05-investor-brief.md)
- [COUNSEL](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/counsel.md)
- [Invention Statement](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/counsel/00-invention-statement.md)
- [Claim Boundary](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/counsel/01-claim-boundary.md)
- [Prior Art Matrix](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/counsel/02-prior-art-matrix.md)
- [Evidence Chain](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/counsel/03-evidence-chain.md)
- [Counsel Handoff](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/counsel/04-counsel-handoff.md)
- [PATENT](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/patent.md)
- [Provisional Patent Application — Filing Checklist](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/patent/00-filing-checklist.md)
- [Provisional Application for Patent Cover Sheet (SB/16 Equivalent)](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/patent/01-cover-sheet.md)
- [Specification](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/patent/02-specification.md)
- [Claims](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/patent/03-claims.md)
- [Abstract](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/patent/04-abstract.md)
- [Drawings](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/patent/05-drawings.md)
- [Inventor Declaration and Application Data Sheet](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/patent/06-inventor-declaration.md)
- [runs](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/runs.md)
- [2026-03-21](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/runs/2026-03-21.md)
- [PRD-108 Patent Counsel Handoff](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/runs/2026-03-21/00-counsel-handoff.md)
- [PRD-108: First Production Run](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/runs/2026-03-21/08-first-production-run.md)
- [PRD-108: Production Run Evidence](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/runs/2026-03-21/09-production-evidence.md)
- [What We Discovered and Proved](/automatos-ai-docs/design-docs/prds/research/108-research-and-results/prd-108-proof/runs/2026-03-21/10-discovery-summary.md)
- [MISSION-ZERO](/automatos-ai-docs/design-docs/prds/research/mission-zero.md)
- [Mission 0.1 — Build the A-Team](/automatos-ai-docs/design-docs/prds/research/mission-zero/mission-0.1-prompt.md)
- [MISSION-ZERO-RESULTS](/automatos-ai-docs/design-docs/prds/research/mission-zero/mission-zero-results.md)
- [MISSION-ZERO-REVIEW-v2](/automatos-ai-docs/design-docs/prds/research/mission-zero/mission-zero-review-v2.md)
- [MISSION-ZERO-REVIEW](/automatos-ai-docs/design-docs/prds/research/mission-zero/mission-zero-review.md)
- [MISSION-ZERO](/automatos-ai-docs/design-docs/prds/research/mission-zero/mission-zero.md)
- [Automatos Platform — Definitive Capability Report](/automatos-ai-docs/design-docs/prds/research/mission-zero/platform-capabilities-definitive.md)
- [Platform Readiness Report — Mission Zero Enablement](/automatos-ai-docs/design-docs/prds/research/mission-zero/platform-readiness-report.md)
- [mission-results-FIRST](/automatos-ai-docs/design-docs/prds/research/mission-zero/mission-results-first.md)