ask
shallowcom.twmarketdata/tw-market-data · Verify this server
Answer a plain-language question in Taiwanese-market vocabulary, sentence by sourced sentence. ★ FOR BEGINNERS WHO DO NOT KNOW WHICH DATASET THEY WANT. Ask "PBR 是什麼" or "什麼叫漲跌停" in ordinary words; routing happens on our side. `describe_dataset` explains a table you already named, `search_filings` digs through company disclosures, and `query_dataset` returns rows — this one turns a beginner's wording into a sourced explanation instead. ★ EVERY SENTENCE CARRIES A CITATION OR IS NOT RETURNED. Vocabulary sentences cite `glossary:<id>`. Figures cite the dataset row they came from. A sentence whose number cannot be traced to a retrieved row is DROPPED — it appears in `dropped[]` with status `unverifiable`, and never in `claims[]`. There is no path by which this tool composes a number from its own memory. ★ TERMS OUTSIDE THE GLOSSARY RETURN `unsupported_term`, NOT A GUESS. The corpus is 99 curated Taiwan-market terms. CAPM, options greeks and general finance vocabulary are not in it, and the honest answer is that we do not cover them. ⚠️ Explanations only. It states what a term means and what a figure was; it does not tell you what to do about either. Args: question, optional as_of (YYYY-MM-DD).
1 trials · measured 8 days ago
ask scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.twmarketdata/tw-market-data, 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
- 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.
Embed this score
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