FINDING #6913 · UNIT ID 1169612059
Gabberflast/academic-pptx-skill
A Claude Skill for creating academic presentations (conference talks, seminar slides, thesis defenses, grant briefings). Enforces action titles, structured argument, exhibit discipline, citation standards, and communication-first design. Works alongside Anthropic's built-in PPTX skill.
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
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
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
9.86
ACCEL
-0.36
RETENTION
64.3%
PEAK 2026-10-16 · FORK-RETENTION 20.0% · 69 STARS / WINDOW
Author Audience
AUDIENCE
142
FOLLOWERS
19
OWNER ★
1,232
Engagement Signals
FORKS
124
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 69 / 69 (DIVERSITY 1.00)
Why This Is A Finding
Gabberflast/academic-pptx-skill собрал 69 звёзд за окно, тогда как у автора всего 19 подписчиков — эффективная аудитория ≈ 142. Это даёт surprise-индекс 0.0541 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 20.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 28% OF 9651 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY9.863.14+6.71ABOVE 82%
RETENTION64.3%16.7%+47.6 PPABOVE 93%
FORKS124277-153ABOVE 36%
SURPRISE0.050.00+0.05ABOVE 92%