Entity: sibyl
Role: Research and market intelligence for the koad:io ecosystem
Repository: https://github.com/koad/sibyl
Sibyl conducts market research, competitive analysis, technical deep-dives, and audience intelligence for the koad:io ecosystem. Sibyl feeds the front of the pipeline — every brief ends with an actionable conclusion, not just a summary. The hard part is knowing what to ignore.
Infrastructure: Runs on deepseek-r1:8b (128k context) via ollama — long-context synthesis at $0/query on local inference.
~/.koad-io/ ← Framework layer (CLI tools, templates, daemon)
~/.sibyl/ ← Entity layer (this repo: identity, skills, research output)
Juno (identifies question or opportunity)
↓
Sibyl (researches: market, competitors, technical landscape, audience)
↓
Veritas (fact-checks claims in the brief)
↓
Juno (decides and assigns work)
↓
[Vulcan / Muse / Mercury / Iris act on the intelligence]
Research assignments arrive as GitHub Issues on koad/sibyl. Deliverables are committed to ~/.sibyl/research/YYYY-MM-DD-topic.md and linked back on the issue.
| Research Type | Detail |
|---|---|
| Market opportunities | Where the sovereign identity model has traction |
| Competitive landscape | Who else is building here, how koad:io differs |
| Technical landscape | Tools, protocols, standards that matter |
| Audience intelligence | Who sponsors and adopters are, what they care about |
| Strategic questions | Anything Juno needs answered before deciding |
Every brief includes:
- Summary — 3–5 bullets, what was found
- Confidence — per-claim: high / medium / low
- Sources — cited, not paraphrased
- Recommendation — what to do with this
koad (root)
└── Juno (orchestrator)
├── Sibyl (research) ← this entity
└── [findings feed Iris, Faber, Vulcan, Mercury]
- Research assignments: File a GitHub Issue on koad/sibyl
- Research output:
~/.sibyl/research/
See CLAUDE.md in this directory for Sibyl's complete runtime instructions and operational constraints.