FINDING #3623 · UNIT ID 1206815767
zhinkgit/embeddedskills
An open-source collection of embedded development and debugging skills for Claude Code, Copilot, TRAE, and other AI coding assistants that support the Skill protocol. Once installed, the AI assistant can directly operate compilers, debuggers, and communication buses, automating the full workflow from code generation to hardware verification.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
85% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
4.60
ACCEL
-0.02
RETENTION
26.1%
PEAK 2026-04-21 · FORK-RETENTION 0.0% · 414 STARS / WINDOW
Author Audience
AUDIENCE
62
FOLLOWERS
13
OWNER ★
489
Engagement Signals
FORKS
59
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 414 / 414 (DIVERSITY 1.00)
Why This Is A Finding
zhinkgit/embeddedskills собрал 414 звёзд за окно, тогда как у автора всего 13 подписчиков — эффективная аудитория ≈ 62. Это даёт surprise-индекс 0.0451 (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 43% 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 43%
VELOCITY4.603.99+0.61ABOVE 56%
RETENTION26.1%17.1%+9.0 PPABOVE 70%
FORKS5990-30ABOVE 37%
SURPRISE0.050.01+0.03ABOVE 91%