Weaving cosmic threads...
Weaving cosmic threads...
Open Source · Local-first
6 semantic vaults. 5 cognitive layers. Local JSONL files. Works with every AI tool through MCP. Your intelligence compounds instead of resetting.
Perception
Captures raw context from any AI interaction
Classification
Routes insights to the right vault with confidence scoring
Storage
Writes to semantic vaults as local JSONL files
Retrieval
Recalls relevant memories via MCP tools or API
Synthesis
Compounds insights across sessions into new understanding
01
Store locally
Insights save to ~/.starlight/ as plain JSONL files. Human-readable. Git-friendly. No database.
02
Connect via MCP
The SIS MCP server exposes vault_remember, vault_recall, and horizon_append to any AI tool.
03
Memory compounds
Every session builds on the last. Confidence scores, vault routing, and cross-vault synthesis grow over time.
~/.starlight/
Private. Never leaves your machine. All vault files, profile, and config stay local. You own the files.
public-vault/
Opt-in. Push selected insights to a GitHub repo. Powers the constellation and the Agent API.
Claude Code
MCP server integration
Cursor
Rules file + vault access
OpenCode
TUI with vault commands
Gemini
Context injection
Codex
Thin vault pointer
Any MCP Client
Universal protocol
GET /api/vaults/frank
{
"name": "Frank",
"vaults": {
"strategic": { "count": 4, "latest": "BYOK-first is better than managed..." },
"technical": { "count": 6, "latest": "R2 has free egress..." },
"creative": { "count": 3, "latest": "NEVER use Cinzel font..." },
"operational": { "count": 4, "latest": "Focused sequential engineering..." },
"wisdom": { "count": 0 },
"horizon": { "count": 1, "latest": "We are building SIS to become..." }
}
}