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 | 10 high-volume emitters publish zero definitions (F-007 cohort: events_30d > 1000 with no labelValueDefinitions) |
| Declared consumer semantics | Operational liveness | 114 abandoned labelers; 44 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 | 114 |
| experimental | 30 |
| unknown | 19 |
| community-service | 13 |
| personal/reputational | 11 |
| moderation-infrastructure | 10 |
| platform-root | 1 |
| maturity_class | handle | events_30d | defs | service_record_revisions |
|---|---|---|---|---|
| platform-root | moderation.bsky.app | 2,201,000 | 18 | 1 |
| unknown | antiantiai.bsky.social | 2,201,000 | 0 | 0 |
| unknown | labeler.plural.host | 2,201,000 | 0 | 0 |
| moderation-infrastructure | label.haus | 1,313,100 | 2 | 1 |
| moderation-infrastructure | pds.labeler.tny.im | 1,137,000 | 102 | 2054 |
| moderation-infrastructure | fucks.supply | 1,021,032 | 1 | 4 |
| moderation-infrastructure | stechlab-labels.bsky.social | 799,563 | 25 | 37 |
| moderation-infrastructure | skywatch.blue | 364,268 | 35 | 5 |
| unknown | uspol-labeler.bsky.social | 348,310 | 0 | 0 |
| moderation-infrastructure | primsky-labeler.bsky.social | 219,023 | 12 | 9 |
| moderation-infrastructure | moderation.plyr.fm | 200,416 | 1 | 1 |
| experimental | xblock.aendra.dev | 197,354 | 13 | 2 |
| experimental | nyt-labeler-dev.bsky.social | 167,349 | 334 | 74 |
| moderation-infrastructure | snubstack.boo | 135,932 | 3 | 1 |
| moderation-infrastructure | bb.bsky.natalie.ee | 91,513 | 1 | 1 |
| experimental | recordcollector.edavis.dev | 86,799 | 77 | 18 |
| unknown | iraqwarmongers.com | 70,416 | 0 | 0 |
| unknown | mediardaire.bsky.social | 69,292 | 0 | 0 |
| unknown | facelabels.bsky.social | 59,737 | 0 | 0 |
| moderation-infrastructure | atls.city | 52,336 | 4995 | 19 |
Frozen historical finding (2026-06-08 snapshot, with full receipts + regression): findings/operator-maturity/