Public lab notes keep the same operating shape — hypothesis, setup,
result, and next iteration — so experiments stay comparable and
reusable instead of turning into polished hindsight.
A durable agent identity can survive in a small UI surface if silhouette, color ownership, signature motif, and motion grammar are treated as one identity system rather than as decoration around a portrait.
Tool / setup
Astro · CSS · SVG · vanilla JavaScript — Fourteen public-safe Agent Society identities were distilled from Canonical Profiles into small Essence forms, then implemented with autonomous idle behavior, local desktop cursor awareness, mobile autonomous motion, and reduced-motion fallbacks.
Result state
observed
Next iteration
Test the same Essence identities on lower-density surfaces such as Home and operating navigation without letting motion compete with the site's knowledge content.
AI coding session의 결과물뿐 아니라 작업 맥락, 금지사항, 검증 결과, 다음 행동을 구조화해 남기면 다른 agent나 repo로 작업을 더 안전하게 이어갈 수 있다.
Tool / setup
ChatGPT · Claude Code · Codex CLI · Antigravity · Markdown · JSONL · GitHub — ChatGPT(전략/prompt), Claude Code(구현), Codex CLI(생성/검증), Antigravity(IDE 실행) 등 멀티 플랫폼 환경 간 handoff artifacts 전달 실험
Result state
observed
Next iteration
Agentic Handoff Brief template과 Universal Context Handoff CLI를 함께 사용해 repo-to-repo handoff 품질을 비교한다.