FINDING #3278 · UNIT ID 1202290616
dirac-run/dirac
Coding Agent singularly focused efficiency and context curation. Reduces API costs by 50-80% vs other agent AND improves the code quality at the same time. Uses Hash Anchored edits, massively parallel operations, AST manipulation and many many other optimizations. https://dirac.run/
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
15.34
ACCEL
-0.59
RETENTION
2.0%
PEAK 2026-04-27 · FORK-RETENTION 0.0% · 1,381 STARS / WINDOW
Author Audience
AUDIENCE
164
FOLLOWERS
24
OWNER ★
1,402
Engagement Signals
FORKS
82
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,381 / 1,381 (DIVERSITY 1.00)
Why This Is A Finding
dirac-run/dirac собрал 1,381 звёзд за окно, тогда как у автора всего 24 подписчиков — эффективная аудитория ≈ 164. Это даёт surprise-индекс 0.0751 (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 49% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 49%
VELOCITY15.343.99+11.35ABOVE 86%
RETENTION2.0%17.1%-15.2 PPABOVE 4%
FORKS8290-7ABOVE 47%
SURPRISE0.080.01+0.06ABOVE 99%