FINDING #424 · 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)
23% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
11.33
ACCEL
-3.50
RETENTION
50.0%
PEAK 2026-08-17 · FORK-RETENTION 0.0% · 34 STARS / WINDOW
Author Audience
AUDIENCE
17
FOLLOWERS
2
OWNER ★
154
Engagement Signals
FORKS
4
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 34 / 34 (DIVERSITY 1.00)
Why This Is A Finding
lensback940701/Evidence-Bound-Press-Conference-Revision-Skill собрал 34 звёзд за окно, тогда как у автора всего 2 подписчиков — эффективная аудитория ≈ 17. Это даёт surprise-индекс 0.20 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 95% OF 9413 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9413 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.040.00+0.04ABOVE 95%
VELOCITY11.335.67+5.67ABOVE 74%
RETENTION50.0%40.0%+10.0 PPABOVE 55%
FORKS4318-314ABOVE 2%
SURPRISE0.200.00+0.20ABOVE 98%