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feat: add kairos-floor-score — ML trade scoring skill#24

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Valisthea wants to merge 1 commit intookx:mainfrom
Valisthea:add-kairos-floor-score
Open

feat: add kairos-floor-score — ML trade scoring skill#24
Valisthea wants to merge 1 commit intookx:mainfrom
Valisthea:add-kairos-floor-score

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@Valisthea
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Plugin: kairos-floor-score

Track: Skills Arena (OKX Build X Hackathon April 2026)

What it does

Institutional-grade ML trade scoring for AI trading agents. Any agent can call kairos-floor-score with market data and get back a GO/REDUCE/REJECT recommendation backed by a gradient-boosted decision tree.

Components

  • GBDT Model — 30-tree gradient-boosted classifier (pure TypeScript, zero deps)
  • Regime Detection — Classifies market state (trending/ranging/volatile/dead)
  • Microstructure Analysis — Kyle's Lambda, Amihud illiquidity, VPIN, order flow
  • 5-Group Confluence Scoring — Trend, momentum, volatility, flow, sentiment
  • onchainos Integration — Optional data fetching via OKX Onchain OS

Source repo

https://github.com/Valisthea/kairos-floor-score

Checklist

  • plugin.yaml with correct schema
  • SKILL.md with YAML frontmatter and usage instructions
  • Source repo is public
  • MIT license
  • No external ML dependencies (pure TypeScript)

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github-actions bot commented Apr 8, 2026

✅ Phase 1: Structure Validation — PASSED

Linting skills/kairos-floor-score...


✓ Plugin 'kairos-floor-score' passed all checks!

→ Proceeding to Phase 2: Build Verification

Institutional-grade GBDT scoring, regime detection, microstructure
analysis, and confluence scoring for the OKX Build X Hackathon.
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