▲РЕПО НЕТ В ОКНЕ 180D. ПОКАЗАН FINDING ИЗ ОКНА 30D (30 days) — РАНГ #7783.
FINDING #7783 · UNIT ID 1180557903
AgentTeam-TaichuAI/ScienceClaw
ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
15% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
3.20
ACCEL
-0.15
RETENTION
7.1%
PEAK 2026-08-08 · FORK-RETENTION 44.4% · 96 STARS / WINDOW
Author Audience
AUDIENCE
88
FOLLOWERS
22
OWNER ★
659
Engagement Signals
FORKS
71
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 96 / 96 (DIVERSITY 1.00)
Why This Is A Finding
AgentTeam-TaichuAI/ScienceClaw собрал 96 звёзд за окно, тогда как у автора всего 22 подписчиков — эффективная аудитория ≈ 88. Это даёт surprise-индекс 0.025 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 44.4% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 19% OF 9593 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9593 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 19%
VELOCITY3.203.63-0.43ABOVE 44%
RETENTION7.1%25.0%-17.9 PPABOVE 15%
FORKS71117-46ABOVE 38%
SURPRISE0.030.01+0.02ABOVE 77%