FINDING #8757 · UNIT ID 1341206732
context-labs/whip
A fast coding-agent harness in Go. Tool-use loop, bubbletea TUI, provider-routable models with live catalog discovery, MCP support, background subagents. One binary, no runtime, built for open-source models.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
79% 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
28.80
ACCEL
-4.70
RETENTION
2.9%
PEAK 2026-09-20 · FORK-RETENTION 7.6% · 864 STARS / WINDOW
Author Audience
AUDIENCE
3,826
FOLLOWERS
910
OWNER ★
10,032
Engagement Signals
FORKS
156
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 864 / 864 (DIVERSITY 1.00)
Why This Is A Finding
context-labs/whip собрал 864 звёзд за окно, тогда как у автора всего 910 подписчиков — эффективная аудитория ≈ 3,826. Это даёт surprise-индекс 0.00745 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 7.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 9% OF 9676 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 9%
VELOCITY28.803.80+25.00ABOVE 92%
RETENTION2.9%20.0%-17.1 PPABOVE 9%
FORKS156142+14ABOVE 52%
SURPRISE0.010.01+0.00ABOVE 51%