FINDING #1032 · 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)
6% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
4.00
ACCEL
0.00
RETENTION
100.0%
PEAK 2026-08-27 · FORK-RETENTION 0.0% · 12 STARS / WINDOW
Author Audience
AUDIENCE
23
FOLLOWERS
3
OWNER ★
201
Engagement Signals
FORKS
5
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 12 / 12 (DIVERSITY 1.00)
Why This Is A Finding
lensback940701/Evidence-Bound-Press-Conference-Revision-Skill собрал 12 звёзд за окно, тогда как у автора всего 3 подписчиков — эффективная аудитория ≈ 23. Это даёт surprise-индекс 0.0637 (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 89% OF 9102 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9102 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.020.00+0.02ABOVE 89%
VELOCITY4.005.67-1.67ABOVE 30%
RETENTION100.0%45.5%+54.5 PPABOVE 96%
FORKS5340-334ABOVE 5%
SURPRISE0.060.00+0.06ABOVE 90%