FINDING #555 · UNIT ID 1204828304
nashsu/llm_wiki
LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources。
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
68% 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
111.11
ACCEL
+0.14
RETENTION
30.4%
PEAK 2026-04-29 · FORK-RETENTION 0.0% · 10,000 STARS / WINDOW
Author Audience
AUDIENCE
3,506
FOLLOWERS
708
OWNER ★
27,977
Engagement Signals
FORKS
1,740
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 10,000 / 10,000 (DIVERSITY 1.00)
Why This Is A Finding
nashsu/llm_wiki собрал 10,000 звёзд за окно, тогда как у автора всего 708 подписчиков — эффективная аудитория ≈ 3,506. Это даёт surprise-индекс 0.0313 (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 751 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 751 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 26%
VELOCITY111.116.61+104.50ABOVE 96%
RETENTION30.4%22.2%+8.2 PPABOVE 66%
FORKS1,74097+1,643ABOVE 94%
SURPRISE0.030.03+0.00ABOVE 56%