ask
shallowio.github.grzgrzgrz3/pingwa · Verify this server
Ask the human a question on WhatsApp and BLOCK until they reply (or timeout). `text` is the question. `buttons` (optional, up to 3) render as tappable reply buttons; omit them to invite a free-text answer the human types on their phone — use this to let the human steer you mid-task. `timeout` is seconds to wait (max 90). Returns the human's reply (free text and/or the chosen option). On timeout, returns a note — the question was delivered and the answer is still retrievable via `check_replies`.
1 trials · measured 8 days ago
ask scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.grzgrzgrz3/pingwa, 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 + stdio
- Credential class
- self-provisionable
- Category
- Communication
- 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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