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lgbm-trader-skill

LightGBM Trading System — 98 features in 5 decorrelated groups, stacking ensemble of 5 specialized LightGBM models + meta-model, producing a 0-100 score.

Skill by giuseppedavidde

IndexedLicense unknown
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/giuseppedavidde-lgbm-trader-skill

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

LightGBM Trading System — 98 features in 5 decorrelated groups, stacking ensemble of 5 specialized LightGBM models + meta-model, producing a 0-100 score. Use for ML-based trade signal generation. Integrates with analyze_stock, Bali signals, and TS-MOM.

Use cases: ml, finance

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/lgbm-trader-skill

What's inside

Skill name
lgbm-trader-skill
Description
LightGBM Trading System — 98 features in 5 decorrelated groups, stacking ensemble of 5 specialized LightGBM models + meta-model, producing a 0-100 score. Use for ML-based trade signal generation. Integrates with analyze_stock, Bali signals, and TS-MOM.
License
unknown
Instructions
126 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts
  • Instructions read files in your home folder (~/.ssh, ~/.aws…)

Files (65)

  • .env.example
  • INTEGRATION.md
  • SKILL.md
  • __init__.py · backtest/
  • contract.py · backtest/
  • engine.py · backtest/
  • evaluator.py · backtest/
  • metrics.py · backtest/
  • __init__.py · calibration/
  • ablation.py · calibration/
  • config.yaml · config/
  • fmp_api_key.txt.example · config/
  • __init__.py · data/
  • fetcher.py · data/
  • fundamentals_fetcher.py · data/
  • options_fetcher.py · data/
  • preprocessor.py · data/
  • README.md · deploy/
  • __init__.py · features/
  • fractionally_differentiated.py · features/
  • macro.py · features/
  • microstructural.py · features/
  • options.py · features/
  • pipeline.py · features/
  • relative_strength.py · features/
  • short_interest.py · features/
  • technical.py · features/
  • valutation.py · features/
  • __init__.py · models/
  • lgbm_trainer.py · models/
  • predictor.py · models/
  • stacking.py · models/
  • tuner.py · models/
  • __init__.py · monitoring/
  • prediction_log.py · monitoring/
  • pyproject.toml
  • backfill_prediction_log.py · scripts/
  • calibrate_vp.py · scripts/
  • export_predictions.py · scripts/
  • lgbm_postprocess.py · scripts/
  • performance_report.py · scripts/
  • predict_live.py · scripts/
  • predict_or_train.py · scripts/
  • run_ablation_study.py · scripts/
  • run_backtest.py · scripts/
  • run_pipeline.py · scripts/
  • run_stacking.py · scripts/
  • survivorship_analysis.py · scripts/
  • tune_model.py · scripts/
  • validation_report.py · scripts/
  • __init__.py · signals/
  • generator.py · signals/
  • __init__.py · tests/
  • test_backtest.py · tests/
  • test_lgbm_unavailable.py · tests/
  • test_p0_guards.py · tests/
  • test_p1_modules.py · tests/
  • test_p2_modules.py · tests/
  • test_short_history.py · tests/
  • test_splits.py · tests/
  • …and 5 more

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

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Last commit (this folder)
Sep 20, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
Repository
github.com/giuseppedavidde/opencode-skills
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

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Cite this page

lgbm-trader-skill. Agent Mart. https://agentmart.dev/skills/giuseppedavidde-lgbm-trader-skill (last updated 2026-10-24)