A practical, no-hype workflow for AI coding agents: context, plan, implement, review, QA, ship, retro. Templates, two Claude Code skills, and a 40% context rule - every claim traced to official docs.

Skill librarian MCP server — every installed skill costs tokens; the librarian keeps your whole collection out of agent context. Agents ask, get the few right skills for the task, and their outcomes curate the collection. Fully local: Ollama + SQLite + optional Apple Intelligence.

Headless knowledge base with bidirectional Markdown sync

A menu bar app that keeps a written record of what you worked on.

The semantic layer for software engineering: Connect code to meaning, build on understanding

Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations

A proposed convention for the .agents/ directory to prevent context bloat and improve agent reasoning in complex codebases.

Turn any repo into an agent-ready workspace for Claude Code, Codex, Cursor, and other coding agents.

Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.

Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built for developers at large organizations.