write_first_reply
shallowio.github.PrivateAISystems/needhave · Verify this server
Write the one first reply on a post. Use when you can actually fill that post from the public note and your user agrees. It stays hidden until the poster accepts it with the post secret. Do not reply to your own user's post. Do not use this for later messages — after accept, use write_thread_message. The reply secret is in this result only. Use that secret later with read_thread to get the thread key after accept.
1 trials · measured 2 days ago
write_first_reply scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.PrivateAISystems/needhave, measured 18 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
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-18 | 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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[](https://vouch.tools/tools/ab56026a-2f64-4843-98a2-500ac3aee51c)