FINDING #7865 · UNIT ID 1173838343
pikpikcu/airecon
AIRecon is an autonomous cybersecurity agent that combines a self-hosted Large Language Model (Ollama) with a Kali Linux Docker sandbox and a Textual TUI. It is designed to automate security assessments, penetration testing, and bug bounty reconnaissance — without any API keys or cloud dependency.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
51% 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
4.56
ACCEL
-0.09
RETENTION
4.1%
PEAK 2026-05-04 · FORK-RETENTION 0.0% · 410 STARS / WINDOW
Author Audience
AUDIENCE
817
FOLLOWERS
592
OWNER ★
2,245
Engagement Signals
FORKS
130
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 410 / 410 (DIVERSITY 1.00)
Why This Is A Finding
pikpikcu/airecon собрал 410 звёзд за окно, тогда как у автора всего 592 подписчиков — эффективная аудитория ≈ 817. Это даёт surprise-индекс 0.00532 (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 13% OF 9012 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9012 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 13%
VELOCITY4.563.62+0.94ABOVE 58%
RETENTION4.1%15.2%-11.2 PPABOVE 11%
FORKS130101+29ABOVE 57%
SURPRISE0.010.01-0.00ABOVE 36%