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2026-02-12

KIPP Voice Pipeline Fixes

  • False wake word triggers after KIPP speaks — wake model picking up speaker audio
  • Patch 1: Increased cooldown 2s → 4s, added silence flushing during cooldown (feed zeros through wake model to clear internal buffers), added RMS energy gate on wake detection
  • RMS gate of 200 was too aggressive — blocked ALL real wake attempts (real RMS was 45-157)
  • Lowered RMS gate to 30 — just filters literal silence false positives
  • Voice server restarted, D J testing

Tweet Analyses

  • @jollygreenmoney / $SHL.V — Homeland Nickel (TSX-V penny stock). Promoted junior miner, already ran 2,300% from $0.03→$0.72, pulled back to $0.41. Collapsing volume = distribution phase. Coordinated promotion with @Levi_Researcher. Nickel bull thesis has merit but this specific stock is exit liquidity. Verdict: stay away.
  • @MoonDevOnYT — "Fastest growing quant repo on GitHub" AI trading agents. 875 followers, self-proclaimed "#1 quant on X." Content marketing funnel → paid private streams at moondev.com. No verifiable P&L, buzzword soup, fantasy architecture. Verdict: course seller, skip.

D J signed off ~midnight

Night Shift Work

New Tools Built

  1. Tweet Analysis Tool (tools/analyze_tweet.py) — 389 lines

    • Playwright CDP scraping of tweet content, author, metrics, images
    • yfinance ticker lookup for any $XXX mentions
    • Red flag detection (promo language, penny stocks, coordinated replies, GitHub funnels)
    • Structured output: WHO / WHAT / VERIFY / RED FLAGS / MONEY / VERDICT
    • --json flag for machine-readable output
    • Wrapper script at tools/tweet_analyzer_wrapper.sh

  2. Data Source Connectors (tools/data_sources/)

    • defillama.py — Protocol TVL, token prices, yield/APY data (tested, works)
    • coinglass.py — Funding rates, OI, liquidations, long/short (Coinglass API locked behind paywall, using Binance futures as fallback — but geo-blocked from US)
    • arkham.py — Whale wallet tracking, entity search (needs paid auth)
    • Key finding: Most "free" crypto data APIs are actually paywalled or geo-blocked

  3. Feed Monitor Service (projects/feed-hunter/feed_monitor.py)

    • Systemd timer running every 30 min
    • Scrapes X home timeline via CDP
    • Deduplicates with SHA256 hashes in seen_posts.json
    • Filters for money-related keywords
    • First run: 44 posts scraped, 22 new, 7 money-related
    • Captures saved to data/feed_captures/

  4. Market Watch Portal Rebuilt (projects/market-watch/portal/)

    • Dark theme dashboard with Chart.js equity curves
    • Summary cards: Portfolio Value, Trading Stats, Game Info
    • Positions table with live yfinance prices
    • Recent trades log
    • Tab switching between games
    • Auto-refresh every 60s
    • GARP Challenge showing: $97.4K (-2.61%), 15 positions, 17 trades

Infrastructure

  • Git pushed to Gitea (master branch)
  • KIPP voice server pushed to Gitea (feature/wake-word branch)
  • Market Watch server running on port 8889
  • Feed monitor timer active (next run every 30 min)

Findings

  • Coinglass and Arkham both require paid API keys for useful data
  • Binance futures API geo-blocked from US (451 error)
  • DefiLlama is genuinely free — no auth needed, good protocol/TVL data
  • Network issues on Case's VM persist — git operations frequently timeout