FINDING #1653 · UNIT ID 1331078494
lensback940701/Evidence-Bound-Press-Conference-Revision-Skill
An evidence-bound academic revision skill for social science research. It reduces defensive prose without weakening scholarly caution, foregrounds core contributions, compresses repetitive qualifications and process narration, and preserves claim ceilings, evidence status, scope, boundaries, and rival explanations for auditable, traceable revision.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
48% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.17
ACCEL
+0.26
RETENTION
32.4%
PEAK 2026-08-17 · FORK-RETENTION 0.0% · 95 STARS / WINDOW
Author Audience
AUDIENCE
23
FOLLOWERS
3
OWNER ★
201
Engagement Signals
FORKS
5
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 95 / 95 (DIVERSITY 1.00)
Why This Is A Finding
lensback940701/Evidence-Bound-Press-Conference-Revision-Skill собрал 95 звёзд за окно, тогда как у автора всего 3 подписчиков — эффективная аудитория ≈ 23. Это даёт surprise-индекс 0.0502 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 83% OF 9595 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 83%
VELOCITY3.173.67-0.50ABOVE 43%
RETENTION32.4%24.6%+7.7 PPABOVE 65%
FORKS5115-110ABOVE 5%
SURPRISE0.050.01+0.04ABOVE 91%