THE SF TECH GIRL
INDUSTRIAL COMPLEX.
we studied your account, your niche, and an alarming number of sf tech girls so you wouldn't have to. A very unserious shitpost generator with a very serious evidence problem. Private beta; no auto-posting.
LET HER COOK. WITH STATISTICS.
Account winners & flops + topic-niche winners & flops + SF-tech-girl winners & flops. Bring your draft. We look for the receipts so you don't have to. Nothing posts automatically. The portrait experiment is optional ↗
Advanced: supply or audit research examples manually
Automatic X research is limited to recent posts and may miss important examples. You can instead paste/import verified source posts below. Quotes and media are tagged when known.
03 / THE SF TECH GIRL CONTROL GROUP
Real SF-tech-girl posts that popped off AND flopped. If the operator has configured a private curated corpus, AURA uses it automatically. Otherwise paste posts below. No sample? The agent must say the evidence is missing.
Example placeholders above are fictional; replace with actual posts and metrics. For proper author-relative comparisons, import ≥3 measured posts per author. Mixed-media and quote formats receive caution labels.
One post per line: views | likes | [quote+video] your commentary // quoted: original text // media: visual description | X URL. Tags and metrics optional; don't invent them. Imported posts are user-supplied unless fetched through the operator tool. Include weaker posts too. No full-account scraping.
Legacy operator: manual X search (disabled while auto research is on)
Only the research operator can spend X credits. Each click makes one budget-reserved X API call with up to 10 returned posts (3 calls initially). SF girl search returns CANDIDATES; curate manually and include flops before claiming style-level evidence. No historical guarantee.
Automatic research needs operator setup and is OFF until enabled. Uses a shared, conservatively metered $2 beta allowance; cached results do not trigger new X calls. Nothing posts to X.
Automatic X search supplies recent candidates, not independently verified performance or an SF-girl identity. Sampling is limited, and causal claims are not justified. This flow does not store post text in Supabase. Existing optional portrait/session storage remains separate.
AURA REPORT
BUILD YOUR GIRL. CHALLENGE THE MARKET.
Ten actual choices between fictional adult portraits. We learn your aesthetic; then you meet AURA's extremely questionable "market" challenger.
Personal taste ≠ predicted X impressions. Ten comparisons give a rough preference signal, not a scientific attractiveness score.
YOUR GIRL vs. MARKET GIRL
MARKET is selected using a parody SF-tech visual-style heuristic. No validated X impressions model.
What are we ruining today?
A real project, a draft, or a suspiciously normal personal update. Keep it specific.
On-device by default. This older compiler runs locally; the new Intelligence Beta above uses opt-in Workers AI. Neither automatically posts to X.
Two searches. One exploit.
Your topic's strongest known formats + the niche's recognizable presentation style.
What gets noticed for your actual idea?
What makes an ordinary post feel like a regional event?
The built-in examples are fictional. Import authorized observations—including flops—to run your own analysis.
Congratulations. You are now a distribution experiment.
*Chosen by a transparent editorial ranking. AURA cannot predict whether X will distribute this post.