Insights
Insights are durable signals Stallari can use across sessions. They can come from observations, decisions, human corrections, commitments, and other structured learning events.
Use Insights to inspect what Stallari appears to know and why future work may behave differently.
Insight Types
Section titled “Insight Types”| Type | Meaning |
|---|---|
| Observation | Something noticed during work. |
| Decision | A choice and its rationale. |
| Correction | Human feedback or reclassification. |
| Commitment | A follow-up promise or obligation. |
| Episodic | Context tied to a specific event or time. |
| Semantic | Generalised knowledge derived from repeated context. |
| Preference | A learned preference from feedback. |
Importance And Decay
Section titled “Importance And Decay”Some insights remain important indefinitely. Others decay as they become less relevant. Decay helps Stallari avoid treating old context as equally important forever.
Human corrections and explicit commitments should be more durable than incidental observations.
Associations
Section titled “Associations”Related insights may be associated when they appear together or inform the same work. Associations help Stallari recall context without searching everything.
Association strength is a signal, not an authority grant. An insight being related does not give a plugin extra permission.
Managing Insights
Section titled “Managing Insights”Depending on the current app build, you may be able to filter, inspect details, adjust importance, link an insight to a note, or create a correction.
Use corrections when Stallari learned the wrong thing. Deleting or hiding context is less useful than creating a clear correction trail where supported.
Troubleshooting
Section titled “Troubleshooting”| Symptom | Explanation |
|---|---|
| No insights appear | No relevant work has written insight entries yet, or the insight index is unavailable. |
| An insight seems wrong | Add a correction where supported, then check Activity for the work that produced it. |
| Recall feels stale | Check whether old high-importance insights need correction or demotion. |
Related concepts
Section titled “Related concepts”- Context And Memory — durable memory, decay, and association are the substrate behind Insights
- Legibility And Continuity — why Insights is a first-class inspectable surface, not a hidden vector store