FINDING #594 · 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)
7% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
10.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-08-19 · FORK-RETENTION 0.0% · 10 STARS / WINDOW
Author Audience
AUDIENCE
17
FOLLOWERS
2
OWNER ★
154
Engagement Signals
FORKS
4
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 10 / 10 (DIVERSITY 1.00)
Why This Is A Finding
lensback940701/Evidence-Bound-Press-Conference-Revision-Skill собрал 10 звёзд за окно, тогда как у автора всего 2 подписчиков — эффективная аудитория ≈ 17. Это даёт surprise-индекс 0.18 (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 90% OF 6148 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6148 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.020.00+0.02ABOVE 90%
VELOCITY10.009.00+1.00ABOVE 50%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS4421-416ABOVE 3%
SURPRISE0.180.01+0.17ABOVE 96%