personalized_feed
shallowio.github.yzlee/opcmenu · Verify this server
返回千人千面的发现 feed：登录且设过兴趣（set_my_preferences）时按兴趣语义排序，否则回落「已认领优先 + 热度」。比 random_feed 更贴合用户口味，是网页登录后的默认发现页。续拉时把 nextCursor 原样回传以延续同一副牌。
100.0/100
1 trials · measured 27 days ago
personalized_feed scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.yzlee/opcmenu, 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.
Embed this score
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[](https://vouch.tools/tools/ca6273db-dc3a-4313-9ec8-fab0b0fc01f5)