ask_ai_tutor
shallowcom.0xpi.scholar/study-tools · Verify this server
Ask the ScholarNet AI Tutor a question and get a step-by-step explanation, on the connected student account (counts toward their plan). Use for "explain X", "help me understand Y", or homework/concept questions. Requires the student to have connected their ScholarNet account to this assistant (a token from ScholarNet Settings).
1 trials · measured 27 days ago
ask_ai_tutor scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.0xpi.scholar/study-tools, measured 11 Sept 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
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-11 | 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.
Embed this score
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[](https://vouch.tools/tools/27a1de3a-c8ae-49d4-86e8-461dd5265a18)