Synthesis Engineering·Synthesis Coding·Synthesis Writing·Synthesis Project Management

I cut my agent's always-loaded instructions by 62% and weakened no rule

The thin instruction kernel: CLAUDE.md from 54,825 bytes to 21,026 with no rule weakened. Invariants, a routing table, and enforcement declarations.

August 22, 2026·7 min read

"All tests pass" is a warning, not a clearance

Why a green test suite after a schema change should trigger suspicion, not confidence. A verification methodology that catches what tests structurally cannot —

April 5, 2026·10 min read

Managing AI agent skills at scale: a three-repo architecture

A three-repo architecture for managing public, private, and team AI agent skills with provenance tracking, drift detection, and synthesis merge — the first stan

March 23, 2026·7 min read

Synthesis Skills: install methodology directly into your AI workflow

22 open-source Agent Skills encoding synthesis coding and synthesis engineering methodology. One command installs code review, content quality, project manageme

March 18, 2026·7 min read