FINDING #7663 · UNIT ID 1327854826
Inference1/clarify-intent-and-establish-shared-understanding
Systematically clarify intent, challenge assumptions, resolve contradictions, and align goals, constraints, risks, and success criteria.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
59% 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
Growth Telemetry
VELOCITY /D
15.14
ACCEL
+5.32
RETENTION
74.2%
PEAK 2026-08-20 · FORK-RETENTION 0.0% · 106 STARS / WINDOW
Author Audience
AUDIENCE
57
FOLLOWERS
36
OWNER ★
212
Engagement Signals
FORKS
3
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 106 / 106 (DIVERSITY 1.00)
Why This Is A Finding
Inference1/clarify-intent-and-establish-shared-understanding собрал 106 звёзд за окно, тогда как у автора всего 36 подписчиков — эффективная аудитория ≈ 57. Это даёт surprise-индекс 0.16 (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 21% OF 9733 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9733 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 21%
VELOCITY15.143.57+11.57ABOVE 85%
RETENTION74.2%34.4%+39.9 PPABOVE 94%
FORKS398-95ABOVE 4%
SURPRISE0.160.01+0.15ABOVE 97%