context-engineering-kit

Compact coding-agent context without summarizing it away. Verbatim, offline, with a receipt and recall for every cut. CLI, MCP server, Claude Code plugin. MIT.

Spec Kit extension for deterministic, task-scoped AI context, requirements traceability, and safe project migration.

Governed knowledge base: an LLM librarian drafts, a human approves, every claim carries a dated source. OKF bundle, knowledge graph with a Semantica semantic layer, versioned releases.

Deterministic Quality Gates & Hierarchical Context Scaffolding for AI Coding Agents

Explicit-context synthesis for Obsidian: select exactly what the model sees, preserve source snapshots, and synthesize with OpenAI.