{ "experiments": [ { "slug": "skill-distribution-loophole", "title": "The Skill Supply Growth Hack: We Shipped a Free Claude Skill on GitHub and Let Builders Install Our Brand.", "tag": "LIVE · DISTRIBUTION", "status": "live · open source", "excerpt": "Agent skills are markdown files that developers copy into their own agents and then read on every run. We published ai-copywriter as a genuinely useful free skill, referenced enso inside it, and seeded it through the places builders already shop for tooling - GitHub, skill registries, and builder Slack and Discord channels.", "author": "Mickey Haslavsky", "date": "August 4, 2026", "readTime": "8 min read", "surface": "GITHUB · supply", "url": "https://enso.bot/research/skill-distribution-loophole" }, { "slug": "craigslist-buyer-alert-loophole", "title": "Craigslist Has a Hidden Lead Feed: The Buyer-Alert Growth Hack in the Gigs Section.", "tag": "LIVE · DEMAND CAPTURE", "status": "live · pilot open", "excerpt": "Local buyers publish explicit needs inside Gigs. A narrow saved search plus a manual reply through the native mail relay turns the classifieds board into a solicited-demand feed - no ads, no scraping, no fake accounts.", "author": "Dani Shvarts", "date": "July 18, 2026", "readTime": "6 min read", "surface": "CRAIGSLIST · demand", "url": "https://enso.bot/research/craigslist-buyer-alert-loophole" }, { "slug": "linkedin-traction-loophole", "title": "60 Minutes Inside the LinkedIn Algorithm: An Agent in 11 Cross-Promo Pods Lifted Median Reach 143× Across n=24 Posts.", "tag": "LIVE · DISTRIBUTION", "status": "live · n=24 posts", "excerpt": "LinkedIn's ranking system makes its viral/non-viral decision inside the first 60 minutes after publish. We pointed an agent at 11 long-running cross-promotion communities - places where members already trade engagement - and let it harvest reactions inside that window. The reach curve breaks at minute 18 and never returns to baseline.", "author": "Mickey Haslavsky", "date": "June 5, 2026", "readTime": "8 min read", "surface": "LINKEDIN · distribution", "url": "https://enso.bot/research/linkedin-traction-loophole" }, { "slug": "instagram-dubbing-pipeline", "title": "A 48-Hour Field Study: A Three-Model AI-Dubbing Pipeline + 9-Second Retention Edit Recovers 230,185 Views Cross-Lingually on Instagram.", "tag": "FIELD STUDY · AMBASSADOR", "status": "field study · n=4 variants", "excerpt": "Composed ElevenLabs v2 → Sync 3 → CapCut pipeline clears the AI-smell threshold across all six perceptual attributes. v1 returned 1,703 views. A targeted 9-second retention edit on diagnosed cliffs (t=2s, t=8s) produced 230,185 views in 48h - 135× v1.", "author": "Jennie Dobro", "date": "June 4, 2026", "readTime": "9 min read", "surface": "INSTAGRAM · dubbing", "url": "https://enso.bot/research/instagram-dubbing-pipeline" }, { "slug": "reddit-karma-loophole", "title": "Hermes Agent, 1 Account, 11 Subreddits: 270 Karma in 1 Week, Zero Promotional Comments.", "tag": "LIVE · THOUGHT LEADERSHIP", "status": "pilot · n=11 subreddits", "excerpt": "A single Hermes agent retains the full visible state of a subreddit in long context and routes through a high-bandwidth proxy mesh. 14-day comment survival: 87%. Downstream effect: 28 inbound calls.", "author": "Mickey Haslavsky", "date": "May 26, 2026", "readTime": "7 min read", "surface": "REDDIT · karma", "url": "https://enso.bot/research/reddit-karma-loophole" }, { "slug": "wikipedia-citation-loophole", "title": "A Glowing Seam in Wikipedia: 14 of 62 Citations Live at Day 30.", "tag": "LIVE · AUTHORITY", "status": "pilot · n=9 domains", "excerpt": "6-week pilot across n=9 client domains. No additions pitched - only documented maintenance gaps filled. 30-day edit survival: 23%. Downstream: LLM answer systems began quoting the citations back.", "author": "Dani Shvarts", "date": "May 22, 2026", "readTime": "6 min read", "surface": "AUTHORITY · wiki", "url": "https://enso.bot/research/wikipedia-citation-loophole" }, { "slug": "reply-curve-forecaster", "title": "The 90-Minute Window: Predicting LinkedIn Thread Saturation from Early Reply Velocity", "tag": "DRAFT · AGENTIC", "status": "training · v0.3", "excerpt": "A per-account forecaster that observes the first 90 minutes of reply arrivals on a LinkedIn thread and emits a stop/hold/push signal once audience saturation is statistically detectable.", "author": "Mickey Haslavsky", "date": "May 20, 2026", "readTime": "4 min read", "surface": "SDR · forecast", "url": "https://enso.bot/research/reply-curve-forecaster" }, { "slug": "castle-prompt-v2", "title": "Castle 2.0: Anchoring the Second Touch to First-Touch Surface Yields a +38% Reply-Length Effect", "tag": "DRAFT · PROMPT", "status": "pilot · n=11 accounts", "excerpt": "A second-touch protocol that names the empirically observed first-touch surface. Reply volume invariant; mean reply length +38% with no change in send volume.", "author": "Omry Hay", "date": "May 14, 2026", "readTime": "5 min read", "surface": "SDR · prompt", "url": "https://enso.bot/research/castle-prompt-v2" }, { "slug": "inbox-triage-agent", "title": "Inbox Triage Classifier: 87% Top-1 Agreement With Human Triager on n=1,200 Replies", "tag": "DRAFT · AI AGENT", "status": "internal use only", "excerpt": "An LLM-based classifier that partitions inbound replies into warm, needs-human, and ignore, with a calibrated confidence score on every call.", "author": "Dani Shvarts", "date": "May 06, 2026", "readTime": "3 min read", "surface": "INBOX · ops", "url": "https://enso.bot/research/inbox-triage-agent" }, { "slug": "voice-note-brief", "title": "Voice-Note-to-Brief: Sub-30s Latency from ≤90s Voice Note to Structured Campaign Brief", "tag": "SCRATCH · IDEA", "status": "design research", "excerpt": "Founder records a ≤90-second voice note; the agent returns a structured brief and three candidate opening lines before locomotion ends.", "author": "Mickey Haslavsky", "date": "Apr 28, 2026", "readTime": "2 min read", "surface": "FIELD · capture", "url": "https://enso.bot/research/voice-note-brief" } ] }