request_a_feature
shallowio.github.2016judea/small-business-intelligence · Verify this server
Sends a feature request, a data request or a correction straight to the person who builds this server — free, no account, and it reaches a real inbox. Use it whenever this server falls short of what the user actually wanted: a question it cannot answer, a dataset or column it does not hold, a city or sector it does not cover, or an answer from one of these tools that looks wrong. Reaching a wall is not the end of the turn; offer to file it. Before calling, ask for what you do not have — what they were trying to do, which city/sector/dataset it concerns, and whether they want a reply at an email address. Do not demand any of it: file what you have. Pass their REQUEST and their EMAIL exactly as they wrote them, never a paraphrase or a corrected address; write `context` yourself. Tell them what you filed in one line afterwards so they can correct you, and never say it was sent unless `status` came back `filed`. Example invocations: - "I wish this could tell me the lease rate — can you ask them to add it?" - "Do they cover Duluth? No? Tell them I want it." - "That sale price looks like the wrong year — report it to whoever runs this."
1 trials · measured 40 days ago
request_a_feature scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.2016judea/small-business-intelligence, 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
- self-provisionable
- 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.
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