Feature: Emergent observation of shared passions and interests — Phase 6: Lightweight annotation, not a new database #38

New issue

Closed

opened 2026-05-28 00:42:14 +00:00 by Mark · 1 comment

Mark commented

2026-05-28 00:42:14 +00:00

Owner

Phase 6: Lightweight annotation, not a new database

A single optional text field on Interaction: mediaMentioned?: string ("Dune", "Interstellar", "The Great Gatsby"). Free-text, not a picker.

Then the observation layer:

function findSharedInterests(personId: number): Observation[] {
  const interactions = getInteractions(personId);
  const gifts = getGifts(personId);
  const dates = getDates(personId);

  // Cluster by keywords in notes, gift descriptions, event labels
  // Count occurrences, surface if above threshold
  return clusterSharedTopics(interactions, gifts, dates);
}

Decomposed from kimi_agent_kin_app_sync#32

## Phase 6: Lightweight annotation, not a new database A single optional text field on Interaction: `mediaMentioned?: string` ("Dune", "Interstellar", "The Great Gatsby"). Free-text, not a picker. Then the observation layer: ```typescript function findSharedInterests(personId: number): Observation[] { const interactions = getInteractions(personId); const gifts = getGifts(personId); const dates = getDates(personId); // Cluster by keywords in notes, gift descriptions, event labels // Count occurrences, surface if above threshold return clusterSharedTopics(interactions, gifts, dates); } ``` --- _Decomposed from [kimi_agent_kin_app_sync#32](https://forgejo.tail018ac4.ts.net/Mark/kimi_agent_kin_app_sync/issues/32)_

Mark added the

needs-triage

label

2026-05-28 00:42:14 +00:00

Mark referenced this issue

2026-05-28 00:42:17 +00:00

Feature: Emergent observation of shared passions and interests #32

Mark added

blocked:needs-decision

and removed

needs-triage

labels

2026-05-28 00:45:13 +00:00

Mark commented

2026-05-28 04:12:30 +00:00

Author

Owner

⏸ Needs Decision

Blocking factors:

Didn't meet auto-approve criteria — scope=medium, risk=medium, spec=partial

Scope: medium Risk: medium Spec: partial Type: feature
Summary: Feature: Emergent observation of shared passions and interests — Phase 6: Lightweight annotation, not a new database
Suggestion: needs investigation
Rationale:

Action: Review each blocking factor above. Remove blocked:needs-decision label to route back to triage.

## ⏸ Needs Decision **Blocking factors:** - **Didn't meet auto-approve criteria** — scope=medium, risk=medium, spec=partial --- **Scope:** medium **Risk:** medium **Spec:** partial **Type:** feature **Summary:** Feature: Emergent observation of shared passions and interests — Phase 6: Lightweight annotation, not a new database **Suggestion:** needs investigation **Rationale:** **Action:** Review each blocking factor above. Remove `blocked:needs-decision` label to route back to triage.

Mark added

triage-approved

quickfix

and removed

blocked:needs-decision

labels

2026-05-28 07:18:40 +00:00

Mark referenced this issue

2026-05-28 08:18:23 +00:00

Feature: Emergent observation of shared passions and interests — Phase 5: Implementation #37

Mark

2026-05-28 10:24:24 +00:00