FINDING #5049 · UNIT ID 1152159038
FireRedTeam/FireRed-OpenStoryline
FireRed-OpenStoryline is an AI video editing agent that transforms manual editing into intention-driven directing through natural language interaction, LLM-powered planning, and precise tool orchestration. It facilitates transparent, human-in-the-loop creation with reusable Style Skills for consistent, professional storytelling.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
Growth Telemetry
VELOCITY /D
17.18
ACCEL
-0.07
RETENTION
15.0%
PEAK 2026-02-11 · FORK-RETENTION 0.0% · 3,093 STARS / WINDOW
Author Audience
AUDIENCE
3,599
FOLLOWERS
595
OWNER ★
12,045
Engagement Signals
FORKS
361
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,093 / 3,093 (DIVERSITY 1.00)
Why This Is A Finding
FireRedTeam/FireRed-OpenStoryline собрал 3,093 звёзд за окно, тогда как у автора всего 595 подписчиков — эффективная аудитория ≈ 3,599. Это даёт surprise-индекс 0.00472 (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 15% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 15%
VELOCITY17.183.29+13.89ABOVE 90%
RETENTION15.0%11.3%+3.7 PPABOVE 61%
FORKS36199+262ABOVE 82%
SURPRISE0.000.01-0.01ABOVE 34%