Guillaume Laforge @glaforge.dev · 1d

Key inspirations behind ORF: • Google’s #ReasoningBank paper (traps & resolution paths) • Open Knowledge Format (OKF) • @karpathy.bsky.social’s #LLMWiki concept • Progressive disclosure in #AgentSkills I also brainstormed much of the core concept with Gemini! 🤖

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Guillaume Laforge · 1d

Key design rules: ❌ Zero server infrastructure. ❌ No embedding calculations, ❌ no vector databases, no background daemons. ORF operates entirely through local #Markdown files and #YAML frontmatter checked directly into standard #git repositories.