juliusbrussee__skills/CONTEXT.md

Context

Domain

This repository is a public skill collection for AI coding agents. For now it publishes caveman, interface-kit, grill-me, loop-factory, junior-to-senior, fuck-slop, and context-canary.

Maintainer Identity

Julius Brussee is the creator of Caveman and related agent tooling. Repo voice can reference token efficiency, terse agent communication, and interface craft.

Core Concepts

• Skill - installable instruction directory, usually SKILL.md plus optional references or scripts.
• Caveman - communication compression style that removes filler while preserving technical detail.
• Interface Kit - implementation discipline for accessible, performant, visually specific interfaces.
• Grill Me - calibrated interview workflow that assesses knowledge and desired pressure before challenging a plan.
• Loop Factory - spec-driven agent loop; tasks are markdown specs that move through inbox → active → archive and pass a review gate before counting as done.
• F*ck Slop - scan → rewrite-by-meaning → re-scan loop that strips AI-writing tells from text; mechanical regex detection because the tells are emergent habits the rewriting model can't see in itself.
• Context Canary - per-turn first-line signal (name + turn counter + self-check) that dies visibly when context degrades, paired with a checkpoint-and-reset trip protocol.
• Progressive disclosure - agents read the smallest useful context first, then load linked references only as needed.

Repository Shape

• skills/ contains installable skill directories.
• scripts/ contains repo maintenance helpers.
• docs/adr/ records structural decisions.

Public Positioning

This repo should feel adjacent to Matt Pocock's skills repo in format, but should not copy its wording or identity. Position Julius around Caveman, taste-driven UI engineering, and calibrated critique.