Generated by labelwatch
events_30d = last 30 days as of generationdiscovery_events (or snapshot fallback per Bundle F)maturity_class is a heuristic, NOT a normative judgment about any specific labeler (D-002 in the frozen finding)| Property observed | Does not imply | Current evidence (this scan) |
|---|---|---|
| Label emission | Declared consumer semantics | 15 high-volume emitters publish zero definitions (F-007 cohort: events_30d > 1000 with no labelValueDefinitions) |
| Declared consumer semantics | Operational liveness | 75 abandoned labelers; 33 retain substantial declared scope (≥6 definitions) despite zero recent emissions (F-008 cohort) |
| Operational liveness | Moderation authority | 0/7 sampled production Bluesky clients hardcode any third-party labeler as a default (consumer-conversion census; point-in-time, not regenerated here) |
Heuristic categories (D-002 caveat above).
| maturity_class | count |
|---|---|
| abandoned | 75 |
| experimental | 27 |
| unknown | 26 |
| community-service | 13 |
| moderation-infrastructure | 10 |
| personal/reputational | 10 |
| platform-root | 1 |
| maturity_class | handle | events_30d | defs | service_record_revisions |
|---|---|---|---|---|
| platform-root | moderation.bsky.app | 2,098,500 | 18 | 1 |
| unknown | antiantiai.bsky.social | 2,098,500 | 0 | 0 |
| moderation-infrastructure | label.haus | 2,093,300 | 2 | 1 |
| experimental | xblock.aendra.dev | 1,907,938 | 13 | 2 |
| unknown | labeler.plural.host | 1,637,928 | 0 | 0 |
| moderation-infrastructure | pds.labeler.tny.im | 1,084,370 | 102 | 163 |
| moderation-infrastructure | fucks.supply | 971,530 | 1 | 4 |
| moderation-infrastructure | snubstack.boo | 657,086 | 3 | 1 |
| unknown | uspol-labeler.bsky.social | 393,193 | 0 | 0 |
| unknown | oracle.posters.rip | 382,066 | 0 | 0 |
| moderation-infrastructure | stechlab-labels.bsky.social | 379,770 | 26 | 33 |
| moderation-infrastructure | labeler.antisubstack.fyi | 187,000 | 1 | 10 |
| moderation-infrastructure | skywatch.blue | 107,224 | 35 | 4 |
| unknown | moderation.plyr.fm | 67,136 | 0 | 0 |
| unknown | iraqwarmongers.com | 67,088 | 0 | 0 |
| experimental | recordcollector.edavis.dev | 65,300 | 72 | 17 |
| unknown | facelabels.bsky.social | 53,788 | 0 | 0 |
| moderation-infrastructure | atls.city | 52,060 | 4995 | 19 |
| moderation-infrastructure | kys.makersfield.co | 50,155 | 1 | 1 |
| unknown | labeler.nunnybabbit.com | 48,774 | 0 | 0 |
Frozen historical finding (2026-06-08 snapshot, with full receipts + regression): findings/operator-maturity/