Agentic Hub Docs

Ingest System

๐Ÿ“ฆ Ingest System

Clara's automated routing โ€” from Smart Todo to the right "home" in the Hub

๐ŸŽฏ Purpose

Ingest bridges the gap between organized content (Smart Todo items classified as todo/info/thought) and their permanent homes (D1 tasks, KB, projects). Clara reads, matches, and routes.

Scope: Ingest handles short-form already-structured items. For long-form, use /distill instead.

๐Ÿ”„ Ingest Flow

Smart Todo itemsโ†’Clara readsโ†’"Has a home?"โ†’Route to homeorStay in Smart Todo

๐Ÿ“‹ "Has a Home?" Matching

Clara loads context from multiple sources to determine if an item has a pre-existing home:

Context Source

Match Signal

Example

ongoing.md (4 workspaces)

Name match

"MIBOS" โ†’ ongoing.md has MIBOS entry

D1 tasks (active/in-progress)

Task name match

"e-invoice bug" โ†’ task A108

KB index

Topic match

"Sunmi SDK" โ†’ kb/dev/sunmi.md

Nexus nodes (future)

Area match

"hiring" โ†’ Work > Team

๐Ÿ“Š Routing Rules

Type

Has Home?

Route To

๐Ÿ”ต Todo

โœ… Yes

D1 task comment or ongoing update

๐Ÿ”ต Todo

โŒ No

Stay in Smart Todo

๐ŸŸก Info

โœ… Yes

Task context, KB entry, or project comment

๐ŸŸก Info

โŒ No

Stay in Smart Todo

๐ŸŸข Thought

Any

Always stays in Smart Todo

Key rule: Thoughts never get auto-routed. They stay as "unforced" creative space. Actions only route when there's a clear match.

โšก Priority Escalation

If Clara detects urgency signals ("urgent", "ASAP", "by Monday"):

Urgent item detectedโ†’Promote to Feedback APIโ†’Clara sweep picks upโ†’Task created

Item marked [promoted] in Smart Todo, then cleaned up on next ingest pass.

๐Ÿšซ Ingest Does NOT

Action

Who Does It Instead

Create new tasks

Clara sweep (via feedback API)

Add new entries to ongoing.md

Manual or /ongoing workflow

Delete items

Only routes โ€” never destructive

Rush thoughts into action

Thoughts are sacred โ€” they stay

๐Ÿ—๏ธ Technical Design

Aspect

Decision

Status

Execution model

Bifrost remote job (periodic cron)

DESIGNED

Smart Todo read API

Cross-project API bridge needed

OPEN

Cadence

TBD โ€” daily? on-demand? both?

OPEN

Project list sync

Clara writes to Smart Todo settings API

DESIGNED

๐Ÿ”— Design Source

Full design documented in A133-smart-todo-hub-integration/insights.md (Step 3: Ingest section).