IntentForge

Project Status
IntentForge is still an early-stage engineering project. All features are currently under active development, and the first MVP is moving forward quickly. If this project interests you, keep following for updates.

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Think it. Forge it.
Where intent arrives, systems can be forged.

IntentForge is an intent-driven intelligent development platform built for the AI era.
It is not another chatbot shell, nor a wrapper around a single Agent framework.
It is an engineering platform core built around Context Engineering, Spec-Driven architecture, cloud-native design, Agent governance, tool execution, contextual memory, observability, and auditability.

You describe the intent.
IntentForge forges that intent into tasks, plans, context, execution, decisions, and artifacts, ultimately delivering a real system directly.

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What is IntentForge

Most AI development tools focus on “how to make a single agent better at doing things.”
IntentForge focuses on “how multiple agents can reliably accomplish things under unified governance.”

It is responsible for:

• Transforming intent into tasks, plans, and artifacts
• Deciding who executes and how execution happens
• Providing multi-perspective visibility into the execution process
• Performing verification, auditing, replay, and knowledge accumulation
• Enabling unified governance and pluggability for configuration, memory, rules, tools, and executors
• Managing both native agents and external coding agents under a single control plane

IntentForge is not a chat wrapper.
It is an AI-Native Development Platform.

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Modules

• governance: responsible for governance
• agent: responsible for reasoning
• prompt/model/model-provider: responsible for prompt assets, model catalogs, and provider pluggability
• tool: responsible for execution
• memory/config: responsible for contextual data
• session: responsible for session lifecycle, conversation history, and archival queries
• space: responsible for hierarchical isolation, multi-resource bindings, and inheritance across company/project/product/application scopes
• audit: responsible for traceability
• boot: responsible for startup
• desktop: responsible for desktop integration

intentforge/
├─ intentforge-bom                         # Unified dependency versions and build baseline
├─ intentforge-common                      # Common foundational utilities: shared models, enums, constants, exceptions, utility classes
├─ intentforge-api                         # External protocol layer: DTOs, event models, AG-UI protocol objects
├─ intentforge-governance                  # Governance core: orchestration, state machines, coordination, scheduling, policy control
├─ intentforge-audit                       # Audit and replay: full trace of run/step/tool-call/decision
├─ intentforge-agent                       # Agent aggregation module
│  ├─ intentforge-agent-core               # Agent core abstractions: Task / Plan / ContextPack / Executor / Artifact / Decision
│  ├─ intentforge-agent-native             # Native in-house coding agent implementation
│  ├─ intentforge-agent-springai           # Executor implementation based on Spring AI
│  └─ intentforge-agent-external           # External agent adapters: opencode / codex / gemini / agentscope, etc.
├─ intentforge-prompt                      # Prompt aggregation module
│  ├─ intentforge-prompt-core              # Prompt definitions, variables, queries, registry SPI, manager-provider SPI
│  └─ intentforge-prompt-local             # In-memory prompt manager provider, classpath SPI loading, local plugin directory loading
├─ intentforge-model                       # Model aggregation module
│  ├─ intentforge-model-core               # Model descriptors, capabilities, selection criteria, registry SPI, manager-provider SPI
│  └─ intentforge-model-local              # In-memory model manager provider, classpath SPI loading, local plugin directory loading
├─ intentforge-model-provider              # Model provider aggregation module
│  ├─ intentforge-model-provider-core      # Provider descriptors, provider SPI, provider registry contracts, registry-provider SPI
│  └─ intentforge-model-provider-local     # In-memory provider registry provider, local plugin loading, metadata/version validation
├─ intentforge-tool                        # Tool aggregation module
│  ├─ intentforge-tool-core                # Tool SPI, ToolGateway, permission model, tool registry
│  ├─ intentforge-tool-mcp                 # MCP protocol integration and MCP tool bridging
│  ├─ intentforge-tool-connectors          # External connectors: Git / Jira / Repo / File / DB, etc.
│  ├─ intentforge-tool-fs                  # File system tools: read/write, diff, patch, snapshots, worktree/sandbox
│  ├─ intentforge-tool-shell               # Command execution tools: process management, stdout/stderr, timeout, interruption
│  └─ intentforge-tool-validation          # Validation tools: build, test, lint, rule validation, result verification
├─ intentforge-memory                      # Memory aggregation module
│  ├─ intentforge-memory-core              # Memory abstractions: MemoryStore, MemoryStrategy, MemoryOrchestrator
│  ├─ intentforge-memory-file              # File-based memory implementation: JSON / YAML / Markdown / NDJSON
│  ├─ intentforge-memory-sql               # SQL-based memory implementation: SQLite / PostgreSQL
│  └─ intentforge-memory-graph             # Graph-based memory implementation: entity relationships, knowledge dependencies, graph retrieval
├─ intentforge-config                      # Configuration aggregation module
│  ├─ intentforge-config-core              # Configuration abstractions: ConfigProvider, ConfigResolver, Overlay
│  ├─ intentforge-config-file              # File-based configuration: local YAML / JSON configuration
│  ├─ intentforge-config-db                # Database configuration: runtime configuration, policy configuration, layered configuration
│  └─ intentforge-config-graph             # Graph configuration: complex dependencies and relational rule configuration
├─ intentforge-session                     # Session aggregation module
│  ├─ intentforge-session-core             # Session snapshots, message models, query contracts, not-found exception, and manager-provider SPI
│  └─ intentforge-session-local            # In-memory session manager, classpath provider selection, and local runtime assembly
├─ intentforge-space                       # Space aggregation module
│  ├─ intentforge-space-core               # Space hierarchy models, resource binding profiles, SPI contracts, exceptions, and resolved profile definitions
│  └─ intentforge-space-local              # In-memory space registry, multi-resource inheritance resolver, and local runtime assembly
├─ intentforge-boot                        # Boot aggregation module
│  ├─ intentforge-boot-local               # Local mode entry: desktop local core and space/session-aware bootstrap
│  └─ intentforge-boot-server              # Server mode entry: remote services and platform deployment
├─ intentforge-desktop                     # Desktop integration module
│  ├─ intentforge-desktop-core             # Desktop abstraction layer: IDE / terminal / directory / file integration
│  ├─ intentforge-desktop-windows          # Windows desktop integration
│  ├─ intentforge-desktop-macos            # macOS desktop integration
│  └─ intentforge-desktop-linux            # Linux desktop integration
├─ frontend                                # Frontend projects
│  ├─ desktop                              # Desktop shell frontend: Electron / Tauri container layer
│  └─ ui                                   # Common UI frontend: conversation, panels, artifacts, state visualization
├─ python                                  # Python runtime extensions
│  └─ runtime                              # Python runtime: supports specific AI/data/execution scenarios
└─ scripts                                 # Build, startup, release, and development helper scripts