get_insights
shallowcom.ask-ai-data-connector/ask-ai · Verify this server
Get the business improvement checklist (the FINDINGS to act on). If insights exist, returns the current checklist with status. If no insights exist (or refresh is requested), returns a data bundle with all key metrics from connected sources — use this data to generate actionable business recommendations (typically 3–8, as many as the data supports), then call save_insights to store them. You can also call save_insights with a single insight at any time during conversation. Use report: 'thread' (with threadId or insightId) to retrieve a linked sequence of related findings as one story. NOTE: 'did the fix work' / win-rate / outcomes are NOT here — insights are observations. Once a fix ships, set_intervention flips the finding to 'addressed' and the outcome lives on the intervention; call get_interventions(report: 'outcomes') for that. Filter by category, tags, or threadId to narrow the list. Each returned item includes threadId, parentInsightId, and a threadCount so you can spot follow-up chains without an extra call.
1 trials · measured 8 days ago
get_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
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | 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
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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[](https://vouch.tools/tools/4cead9c1-4f96-4d67-8cb8-38bb0955e7fa)