FINDING #4537 · UNIT ID 1103259159
ckelsoe/prompt-architect
Claude Code skill that transforms vague prompts into structured, expert-level prompts using 7 research-backed frameworks (CO-STAR, RISEN, RISE, TIDD-EC, RTF, CoT, CoD)
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
55% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
Growth Telemetry
VELOCITY /D
1.50
ACCEL
-0.01
RETENTION
19.7%
PEAK 2026-04-27 · FORK-RETENTION 0.0% · 135 STARS / WINDOW
Author Audience
AUDIENCE
27
FOLLOWERS
0
OWNER ★
273
Engagement Signals
FORKS
28
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 135 / 135 (DIVERSITY 1.00)
Why This Is A Finding
ckelsoe/prompt-architect собрал 135 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 27. Это даёт surprise-индекс 0.0223 (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 29% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 29%
VELOCITY1.503.99-2.49ABOVE 0%
RETENTION19.7%17.1%+2.6 PPABOVE 56%
FORKS2890-61ABOVE 18%
SURPRISE0.020.01+0.01ABOVE 68%