save_insights

shallow

com.ask-ai-data-connector/ask-ai · Verify this server

TRIGGER: Whenever you surface a problem or opportunity from the data, OFFER to save it as an insight and confirm before writing — don't auto-save. Make the offer concrete and inline: 'Want me to save this as an insight to track?'. Findings vary in significance; the user decides what belongs on the checklist. Insights are OBSERVATIONS (findings to act on) — when a fix is actually SHIPPED, that's a separate thing: call set_intervention (it auto-flips the linked insight to 'addressed' and owns the before/after verdict). Don't model 'fix applied' or '30-day check' as insights. Call this AFTER generating recommendations from get_insights data, OR mid-conversation when the user confirms. Can save any number of insights. To replace the existing checklist (instead of appending), set replace: true. To update a single existing insight, use update_insight with the insight's id instead. parentInsightId/threadId group related FINDINGS as one story (finding → re-finding → superseded). RESPONSE: returns `insights: [{insightId, title, category, priority, status, threadId, parentInsightId}]` in the same order as the input — use those insightIds directly in subsequent record_metric_snapshot / set_intervention(linkedInsightIds) / update_insight calls (no round-trip through get_insights needed).

100.0/100

1 trials · measured 56 days ago

save_insights scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.ask-ai-data-connector/ask-ai, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
gated
Category
Commerce & retail
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: save_insights
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save_insights — Vouch