FINDING #5990 · UNIT ID 1410251326
iamumeransari/claude-show-your-work
Claude Code plugin to see, review and iterate on your agent's work without leaving the terminal: show images, play videos, and run visual QA with Playwright recordings and before/after comparisons inside the Claude Code terminal. Works in any terminal that supports the kitty graphics protocol, fully cross-platform on macOS, Linux and Windows.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
9% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.00
ACCEL
+0.86
RETENTION
20.5%
PEAK 2026-10-15 · FORK-RETENTION 0.0% · 21 STARS / WINDOW
Author Audience
AUDIENCE
26
FOLLOWERS
0
OWNER ★
260
Engagement Signals
FORKS
16
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 21 / 21 (DIVERSITY 1.00)
Why This Is A Finding
iamumeransari/claude-show-your-work собрал 21 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 26. Это даёт surprise-индекс 0.0455 (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 26% OF 8058 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8058 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 26%
VELOCITY3.003.14-0.14ABOVE 47%
RETENTION20.5%22.2%-1.7 PPABOVE 48%
FORKS16260-244ABOVE 10%
SURPRISE0.050.00+0.04ABOVE 91%