Labeler: Spoiler Droid (did:plc:3eivfiql4memqxkryeu4tqnk)

This is a labeler service. It publishes labels about posts and accounts on the Bluesky network.

Labeler

Spoiler Droid
did:plc:3eivfiql4memqxkryeu4tqnk

Classification

Declared declared

Reachability

accessible

Auditability

high

Class

third_party

First seen

2026-02-24T21:08:23.079166Z

Last seen

2026-02-27T00:28:28.389119Z

Events (24h)

2665

Events (7d)

196537

Alerts

Coverage

100% coverage

uri	count
at://did:plc:wos4zoialrjiv6c6dcq3per3/app.bsky.feed.post/3ldvxvvsnds2h	10
at://did:plc:wbqrka3jrxn37rikbq7jflus/app.bsky.feed.post/3ldvazbt7nk2g	10
at://did:plc:vwofub7ym4n5k6y4gxd73oef/app.bsky.feed.post/3ldviz235l22t	10
at://did:plc:tbxqbqb2rbqkgmfrutbse5yt/app.bsky.feed.post/3ldvtunv23p22	10
at://did:plc:k72w5gcmdgazd6uehinmdvon/app.bsky.feed.post/3ldw3ap5kbv2c	10
at://did:plc:jap3ln6gmgq7sjpivwyf46lt/app.bsky.feed.post/3ldw3ajfdb22b	10
at://did:plc:jap3ln6gmgq7sjpivwyf46lt/app.bsky.feed.post/3ldw2lxt7m22b	10
at://did:plc:jap3ln6gmgq7sjpivwyf46lt/app.bsky.feed.post/3ldw2lxrmt22b	10
at://did:plc:jap3ln6gmgq7sjpivwyf46lt/app.bsky.feed.post/3ldvwiuzox22e	10
at://did:plc:4kpgzqfk6rluvmynqal6dsrb/app.bsky.feed.post/3ldvpfmm7xk2q	10

ts	status	http	latency
2026-02-26T20:33:19.852120Z	accessible	200	232ms
2026-02-26T18:33:07.684374Z	accessible	200	400ms
2026-02-26T18:09:39.104048Z	accessible	200	385ms
2026-02-26T18:03:47.928517Z	accessible	200	398ms
2026-02-26T17:43:30.551722Z	accessible	200	464ms
2026-02-26T17:19:57.828044Z	accessible	200	216ms
2026-02-26T16:28:04.531885Z	accessible	200	341ms
2026-02-26T16:21:06.855949Z	accessible	200	355ms
2026-02-26T16:08:28.171512Z	accessible	200	254ms
2026-02-26T16:03:20.476032Z	accessible	200	427ms

id	rule_id	ts
3140	churn_index	2026-02-27T00:36:26.601261Z
3107	churn_index	2026-02-27T00:28:44.252771Z
3072	churn_index	2026-02-27T00:19:51.084119Z
3037	churn_index	2026-02-27T00:11:42.053489Z
3002	churn_index	2026-02-27T00:03:48.746270Z
2967	churn_index	2026-02-26T23:56:05.101073Z
2933	churn_index	2026-02-26T23:47:19.907058Z
2898	churn_index	2026-02-26T23:39:23.089188Z
2862	churn_index	2026-02-26T23:31:24.448687Z
2827	churn_index	2026-02-26T23:23:45.097660Z
2793	churn_index	2026-02-26T23:14:53.970859Z
2757	churn_index	2026-02-26T23:07:14.045803Z
2720	churn_index	2026-02-26T22:59:39.912599Z
2685	churn_index	2026-02-26T22:52:05.668901Z
2642	label_rate_spike	2026-02-26T22:43:41.520266Z
2650	churn_index	2026-02-26T22:43:41.520266Z
2605	label_rate_spike	2026-02-26T22:35:55.201083Z
2613	churn_index	2026-02-26T22:35:55.201083Z
2569	label_rate_spike	2026-02-26T22:28:02.234643Z
2576	churn_index	2026-02-26T22:28:02.234643Z
2540	churn_index	2026-02-26T22:20:13.018050Z
2504	churn_index	2026-02-26T22:11:31.482261Z
2468	churn_index	2026-02-26T22:03:45.921200Z
2433	churn_index	2026-02-26T21:56:05.545158Z
2397	churn_index	2026-02-26T21:48:05.341831Z
2356	label_rate_spike	2026-02-26T21:39:20.046199Z
2362	churn_index	2026-02-26T21:39:20.046199Z
2321	label_rate_spike	2026-02-26T21:31:37.160410Z
2327	churn_index	2026-02-26T21:31:37.160410Z
2286	label_rate_spike	2026-02-26T21:24:02.612645Z
2292	churn_index	2026-02-26T21:24:02.612645Z
2252	label_rate_spike	2026-02-26T21:16:34.474385Z
2258	churn_index	2026-02-26T21:16:34.474385Z
2224	churn_index	2026-02-26T21:08:27.695616Z
2084	label_rate_spike	2026-02-24T22:45:18.325677Z
2129	churn_index	2026-02-24T22:45:18.325677Z
1966	label_rate_spike	2026-02-24T22:39:44.987997Z
2011	churn_index	2026-02-24T22:39:44.987997Z
1848	label_rate_spike	2026-02-24T22:34:44.983624Z
1893	churn_index	2026-02-24T22:34:44.983624Z
1729	label_rate_spike	2026-02-24T22:28:48.195489Z
1775	churn_index	2026-02-24T22:28:48.195489Z
1609	label_rate_spike	2026-02-24T22:23:15.412426Z
1656	churn_index	2026-02-24T22:23:15.412426Z
1487	label_rate_spike	2026-02-24T22:18:15.406707Z
1536	churn_index	2026-02-24T22:18:15.406707Z
1365	label_rate_spike	2026-02-24T22:12:49.887310Z
1414	churn_index	2026-02-24T22:12:49.887310Z
1238	label_rate_spike	2026-02-24T22:07:49.866891Z
1292	churn_index	2026-02-24T22:07:49.866891Z
1112	label_rate_spike	2026-02-24T22:02:25.395983Z
1165	churn_index	2026-02-24T22:02:25.395983Z
986	label_rate_spike	2026-02-24T21:55:55.727517Z
1039	churn_index	2026-02-24T21:55:55.727517Z
856	label_rate_spike	2026-02-24T21:49:54.229824Z
913	churn_index	2026-02-24T21:49:54.229824Z
727	label_rate_spike	2026-02-24T21:43:59.371795Z
783	churn_index	2026-02-24T21:43:59.371795Z
562	label_rate_spike	2026-02-24T21:37:57.747443Z
654	churn_index	2026-02-24T21:37:57.747443Z
381	label_rate_spike	2026-02-24T21:32:04.313515Z
488	churn_index	2026-02-24T21:32:04.313515Z
201	label_rate_spike	2026-02-24T21:26:42.113929Z
307	churn_index	2026-02-24T21:26:42.113929Z
20	label_rate_spike	2026-02-24T21:24:46.213475Z
127	churn_index	2026-02-24T21:24:46.213475Z

Methods and caveats

What is a labeler? A third-party service that publishes tags (labels) about Bluesky posts or accounts. Clients choose which labelers to subscribe to and how to interpret labels (ignore / warn / hide).
This site observes labeler behavior only. No content analysis, no user profiling, no moderation actions.
Rules detect geometric patterns (rate anomalies, target distribution, churn). Thresholds are configurable.
Every alert includes a receipted hash over rule_id, config, inputs, and evidence for reproducibility.
Sparklines show hourly event counts over 7 days. Badges summarize which rules fired in the period.
Observation surface: label events from com.atproto.label.queryLabels and labeler declarations from com.atproto.sync.listReposByCollection. Does not observe content, profiles, or social graph.
Classification is based on structured evidence from multiple surfaces (registry declaration, DID document, endpoint probing, observed label activity). Each labeler page includes a "Why classified this way" expander with full evidence.

Labeler: Spoiler Droid (did:plc:3eivfiql4memqxkryeu4tqnk)

Labeler

Classification

Reachability

Auditability

Class

First seen

Last seen

Events (24h)

Events (7d)

Alerts

Coverage

Links

Derived scores as of 2026-02-27T00:19:51.084119Z

Regime

Auditability risk

Inference risk

Temporal coherence

Evidence surfaces

Top targets (7d)

Probe history

Alerts timeline

Methods and caveats