FINDING #4369 · 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)
4% 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
41.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-08-10 · FORK-RETENTION 0.0% · 41 STARS / WINDOW
Author Audience
AUDIENCE
838
FOLLOWERS
601
OWNER ★
2,391
Engagement Signals
FORKS
156
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 41 / 41 (DIVERSITY 1.00)
Why This Is A Finding
pikpikcu/airecon собрал 41 звёзд за окно, тогда как у автора всего 601 подписчиков — эффективная аудитория ≈ 838. Это даёт surprise-индекс 0.0467 (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 24% OF 5782 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5782 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 24%
VELOCITY41.0010.00+31.00ABOVE 88%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS156427-271ABOVE 31%
SURPRISE0.050.01+0.04ABOVE 82%