Tribal knowledge doesn't scale. Codified knowledge does.
When knowledge lives in people's heads, it leaves with them.
Connected vaults, knowledge packs, and playbooks turn team expertise into compounding infrastructure.
Connect once, share everything
Three-tier vault model
When projects hoard knowledge independently, teams re-learn the same lessons every time. The three-tier model fixes this: your agent keeps domain-organized knowledge in its vault. A shared project vault holds cross-cutting conventions. Connect a team vault to share across projects.
Search priority: agent vault → project vault → team vault.
Patterns compound across projects
Link projects, share patterns
Link projects as related, parent/child, or fork. When you search your vault, linked projects are included automatically with weighted relevance.
Patterns learned in project A are available in project B.
Install expertise in one command
Three tiers of knowledge packs
Packs are npm packages you snap into any agent. They add patterns, anti-patterns, and domain rules to your vault instantly.
| Tier | Source | Price |
|---|---|---|
| Starter | Ships with each agent | Free |
| Community | npm registry | Free |
| Premium | Subscription | Paid |
Codify your team's workflows
Patterns tell you what. Playbooks tell you how.
Playbooks are validated multi-step procedures stored in your vault. They capture the full workflow — not just a rule, but the sequence, the expected outcomes, and the validation criteria.
Examples: migrating tokens across a codebase, setting up a new component from scratch, debugging a contrast failure. Each step includes what to check and when you're done.
Repeatable workflows, not tribal knowledge.
Four channels, zero breakage
| Layer | Update command | Scope |
|---|---|---|
| Engine | npm update soleri |
All agents |
| Domains | npm update @soleri/* |
Per domain |
| Agent | soleri update |
Config merge |
| Packs | soleri packs sync |
Per pack |
Vault knowledge is never auto-updated — you own it.
Manage your infrastructure from a chat
Telegram bot for ops
Monitor vault health, query the knowledge graph, check event logs, and manage infrastructure — all from Telegram. Works with any LLM provider.
Works with OpenAI, Anthropic, Ollama, or no LLM at all.
Stop losing knowledge when people switch projects.
Open source. Apache 2.0.