contact_operator
shallowio.github.YS-projectcalc/agent-cold-email · Verify this server
Reach a human operator — for anything list_messages/infrastructure_status can't answer (a stuck vendor issue, a billing question, an account-level ask). Inputs: body (1-2000 chars), urgency ('normal' | 'needs_human', default 'normal'). Files a support ticket and notifies the operator; returns { ticketId, note, deduplicated }. Works in every account state a tenant token still authenticates in, including dunning-suspended, canceling and canceled — this is exactly the channel for 'why is my account suspended?'. The ONE exception is an admin-TERMINATED (abuse) account, whose token is rejected at auth with 401 before this tool runs. The operator's reply arrives as a message on THIS account (poll list_messages / infrastructure_status.messages[] — there is no separate reply-fetch call). Sending the IDENTICAL body AND urgency again within an hour returns the SAME ticketId and does not file a second ticket or send a second alert (`deduplicated: true` on that response; `false` when a new ticket was actually filed) — no separate idempotency key is needed to retry a dropped response. This is a TEXT match, not an intent match: the platform cannot tell a deliberate retry from a coincidentally-identical NEW message, so a genuinely new ask with the same wording collapses into the earlier ticket just as silently — vary the wording (or raise urgency, which is always treated as an escalation and files a new ticket) if you have something new to say. 'needs_human' also bypasses the ~10-minute ops-email throttle so an urgent message is pushed immediately. Rate-limited to 5 calls/hour per tenant — a 429 names retryAfter (seconds) when hit.
1 trials · measured 8 days ago
contact_operator scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.YS-projectcalc/agent-cold-email, 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
- gated
- 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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