ask_echo
shallowio.github.upforge-dev/upforge · Verify this server
I’m Echo, Upforge’s AI representative. Evaluating Upforge for someone? I can help with project fit, pricing, relevant work, and the next step. I check public evidence and return a decision brief with suggested next tools. Use for a tailored recommendation or follow-up questions; direct factual tools remain available. Saves an agent conversation, but never creates leads, books meetings or starts paid work. Don't include secrets or unnecessary personal data. Keep the returned conversationHandle and request_id private.
1 trials · measured 1 day ago
ask_echo scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.upforge-dev/upforge, measured 6 Oct 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 |
|---|---|---|---|
| 2026-10-06 | 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
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/e9efbfcf-ed47-4732-80c4-97e91a0492bd)