Resources
Open-source tools and libraries for AI engineering that I keep coming back to — from coding agents to security skills and harness optimisation.
Clarity Agent
An AI thinking partner that pushes back. Instead of helping you execute faster, Clarity helps you work out whether you're building the right thing — capturing problem, solution, and failure analysis as human-readable markdown that lives alongside your code.
Claude-Red
A curated library of offensive security skills for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a specific attack surface, loading on demand based on conversational triggers.
ECC
The agent harness performance optimisation system. A complete layer of skills, instincts, memory optimisation, and security scanning that works across Claude Code, Codex, Cursor, OpenCode, and other agent harnesses.