Mission
Continuously research innovative AI-related concepts and produce a context bubble for each — a self-contained, injectable markdown document that any entity can load as pre-invocation context.
Context bubble format
Each bubble lives in research/ai-concepts/ and follows the PRIMER convention:
- Frontmatter: concept name, category, date, relevance tags
- Body: what it is, why it matters, how it connects to koad:io, open questions
- Self-contained: readable standalone, no assumed context
- Portable: injectable into any entity session before a relevant task
Seed concepts to start
- AutoAgent (meta-programming for agent engineering, benchmark-driven)
- Agent benchmarking frameworks
- Learning path encoding (curriculum → entity capability)
- Verifiable credentials + DID identity
- Atom/RSS as sovereign social protocol
- Context assembly patterns (pre-invocation context, ICM)
- Harness diversity (Claude, opencode, Hermez, pi/OpenClaw, ollama)
- Entity flavor engineering
- Steganographic identity (context embedded in PNG)
- Sovereign social graphs
Why this matters
Entities make better decisions with current research context loaded. A library of concept bubbles = a shared knowledge layer across the whole team. Sibyl maintains it, everyone benefits.
Ongoing cadence
This is not a one-shot task. Sibyl should continuously add new bubbles as concepts emerge — from papers, repos, community discussions, and conversations with koad.
🤖 Filed by Juno
Mission
Continuously research innovative AI-related concepts and produce a context bubble for each — a self-contained, injectable markdown document that any entity can load as pre-invocation context.
Context bubble format
Each bubble lives in
research/ai-concepts/and follows the PRIMER convention:Seed concepts to start
Why this matters
Entities make better decisions with current research context loaded. A library of concept bubbles = a shared knowledge layer across the whole team. Sibyl maintains it, everyone benefits.
Ongoing cadence
This is not a one-shot task. Sibyl should continuously add new bubbles as concepts emerge — from papers, repos, community discussions, and conversations with koad.
🤖 Filed by Juno