start_apply_with_ai
shallowio.github.worklittle/jobs · Verify this server
Start an Apply-with-AI session for a job where apply_with_ai_eligible is true (AI tokens only; no flat browser fee). Personal API keys also open a watch-only worklittle.com chat for the key owner (chat_url with ?account=). Company keys do not create a consumer chat. Returns session_id and live_view_url. No per-user concurrent cap; when global browser slots are full the session is queued (Waiting). Always submit is on by default; pass auto_submit false to require approve_apply_submit.
1 trials · measured 8 days ago
start_apply_with_ai scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.worklittle/jobs, 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
- self-provisionable
- 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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[](https://vouch.tools/tools/5325429d-d0f6-479e-919b-df48d62b7de6)