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CodeKB: Turn Repositories into Grounded, Agent-Ready Knowledge
Alongside SOP Knowledge Bundles, KL4A now works with software repositories through CodeKB. It turns a repository into a portable, inspectable Code Knowledge Bundle that captures files, symbols, relationships, architecture signals, and task-ready context, so developers and agents can work from grounded code knowledge rather than raw repository text.
Use the new unified CLI to build, validate, query, and serve CodeKB bundles over stdio MCP:
kl4a --use codekb build <repository> --bundle <bundle_dir> --mining static
kl4a --use codekb context <bundle_dir> --task explain --query "authentication flow"
kl4a --use codekb mcp serve <bundle_dir>Highlights
Unified knowledge workflows
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Build evidence-backed SOP Knowledge Bundles from policies, procedures, PDFs, DOCX, and Markdown.
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Build Code Knowledge Bundles from software repositories for developer and agent workflows.
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Select either workflow with the unified CLI:
kl4a --use sopkb <command> kl4a --use codekb <command>
CLI and MCP releases
- New
kl4abinary for the unified CLI, including CodeKB commands and its stdio MCP server. sopkb-cliremains available for SOPKB CLI compatibility.sopkb-mcpremains available for SOPKB MCP integrations.- Native binaries are available for Windows, macOS (universal), and Linux.
SOPKB desktop app
- SOPKB desktop builds are available for Windows, macOS, and Linux.
- The desktop app supports the SOP workflow: create bundles, ingest sources, review knowledge, export, and use agent context.
Documentation and examples
- Expanded guides for SOPKB, CodeKB, CLI, and MCP usage.
- Added runnable SOP bundle examples for customer refund, customer support, and category returns policies.
- Updated download guidance for desktop, CLI, and MCP assets.
Download
Choose the asset for your platform:
- SOPKB desktop: Windows installer, macOS universal DMG, or Linux AppImage
- Unified CLI:
kl4a - SOPKB CLI:
sopkb-cli - SOPKB MCP server:
sopkb-mcp
This is an alpha release. Please validate it in your environment and report issues or feedback.
Full Changelog: 0.0.1-alpha...0.0.2-alpha