The Engineering
Constitution
Encode senior judgment into your codebase.
Mandatory structural logic for AI agents and human teams.
Structural Intelligence
Structural
Intelligence
Conducks transforms your source code into a kinetic map of behavioral edges, functional bridges, and structural gravity.
Gnosis Engine
Regex-based semantic extraction that recovers structural connectivity when traditional parsers fail. Achieves 100% resilience across all supported languages.
Weighted Dijkstra
Calculate functional bridges between symbols using physics-based weights. Identifies critical paths and bottleneck risks across your entire dependency graph.
GVR Refactoring
Graph-Verified Renames. Safeguards your architecture by validating renames across all proven callers with zero-touch propagation.
Kinetic Detail
Kinetic
Detail
The detailed mirror view exposes the underlying synapses of your codebase, revealing the functional bridges and behavioral edges that define your system's structural integrity.
Granular Mapping
Decompose complex inheritance chains and import graphs into actionable structural intelligence.
Sidebar Intelligence
Instant access to symbol gravity, risk scores, and blast radius metrics directly within the visual interface.
Workspace
Unified
Workspace
The Conducks Pulse engine synchronizes your IDE with the structural graph in real-time. Detect architectural drift as it happens.
Real-Time Sync
Changes in your editor are instantly reflected in the synapse, updating gravity and risk scores automatically.
Drift Detection
Conducks alerts you when a new import violates the predefined structural constitution of your repository.
Taxonomy
9-Layer
Taxonomy
Conducks maps every construct across all languages to a universal structural hierarchy, from ecosystems to atomic data points.
Language Support
Universal
Language Support
Unified structural mapping for cross-language agents.
| Feature | TypeScript | Python | Go | Rust | Java | C++ |
|---|---|---|---|---|---|---|
| Imports | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Named Bindings | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Exports | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Heritage | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Type Annotations | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Constructor Inference | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Config | ✓ | ✓ | ✓ | — | — | — |
| Frameworks | ✓ | ✓ | ✓ | — | — | — |
| Entry Points | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
Governance
Agentic
Governance
The Conducks MCP server provides agents with the 6-signal risk decomposition of any symbol. Empower your AI to make senior-level decisions.
Risk Decomposition
Gravity, Complexity, Entropy, Churn, FanOut, and Debt are distilled into a single actionable risk score.
Cerebral Circuits
Agents can trace granular execution flows to understand exactly how data pulses through your system.
Architecture
Three-Layer
Architecture
Intelligence Layer
25 CLI commands and 9 unified MCP tools providing analysis, metrics, and kinetic governance.
Reflection Layer
Language-specific lenses powered by 14 Tree-sitter grammars and the Gnosis Regex fallback engine.
Core Layer
Atomic DuckDB storage, weighted graph pathfinding, and the structural registry hub.
Roadmap
What's Next
Our roadmap to the ultimate agentic governance platform.
Completed
In Progress
Planned
Get Started
Initialization
Deploy the Conducks Protocol to your local environment in seconds.
Build
$ git clone https://github.com/Conducks/conducks
$ cd conducks/conducks
$ npm install && npm run build
Connect
{
"mcpServers": {
"conducks": {
"command": "node",
"args": ["/absolute/path/to/conducks/conducks/build/index.js"]
}
}
}