severity1/claude-code-prompt-improver — GitHub trend

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FINDING #8590 · UNIT ID 1078603411

severity1/claude-code-prompt-improver

Intelligent prompt improver hook for Claude Code. Type vibes, ship precision.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00659

ENGAGEMENT0.35

FRESHNESS1.42

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

3% OF STARS IN ARCHIVE

[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:

S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS

S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING

Growth Telemetry

VELOCITY /D

2.17

ACCEL

-0.04

RETENTION

3.1%

PEAK 2026-08-15 · FORK-RETENTION 66.7% · 65 STARS / WINDOW

Author Audience

AUDIENCE

289

FOLLOWERS

OWNER ★

2,376

Engagement Signals

FORKS

153

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 65 / 65 (DIVERSITY 1.00)

Why This Is A Finding

severity1/claude-code-prompt-improver собрал 65 звёзд за окно, тогда как у автора всего 51 подписчиков — эффективная аудитория ≈ 289. Это даёт surprise-индекс 0.00659 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 66.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 10% OF 9591 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 10%

VELOCITY2.173.63-1.47ABOVE 24%

RETENTION3.1%24.8%-21.7 PPABOVE 8%

FORKS153120+33ABOVE 56%

SURPRISE0.010.01-0.00ABOVE 46%