FINDING #4988 · UNIT ID 1198829864
he-yufeng/CoreCoder
Minimal AI coding agent (~1,000 lines of Python) inspired by Claude Code. Works with any LLM. Think NanoGPT for coding agents. Formerly NanoCoder.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
66% 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
11.17
ACCEL
+0.04
RETENTION
12.6%
PEAK 2026-06-27 · FORK-RETENTION 0.0% · 1,005 STARS / WINDOW
Author Audience
AUDIENCE
693
FOLLOWERS
449
OWNER ★
2,444
Engagement Signals
FORKS
341
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,005 / 1,005 (DIVERSITY 1.00)
Why This Is A Finding
he-yufeng/CoreCoder собрал 1,005 звёзд за окно, тогда как у автора всего 449 подписчиков — эффективная аудитория ≈ 693. Это даёт surprise-индекс 0.0152 (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 22% 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 22%
VELOCITY11.173.99+7.17ABOVE 80%
RETENTION12.6%17.1%-4.5 PPABOVE 38%
FORKS34190+252ABOVE 81%
SURPRISE0.020.01+0.00ABOVE 56%