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amariahak/Quantitative factor research skills for Cursor

SkillScore73Maintained

Quantitative factor research skills for Cursor. Evaluate factors, run backtests, mine new alpha through natural language.

by amariahak

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Finance & Accounting pack

decimalai skills pull amariahak-quantitative-factor-research-skills-for-cursor

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/amariahak-quantitative-factor-research-skills-for-cursor/SKILL.md

Raw file: /s/amariahak-quantitative-factor-research-skills-for-cursor/SKILL.md ↗ · machine-readable summary at /s/amariahak-quantitative-factor-research-skills-for-cursor.json ↗

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how this skill behaves on real traffic · last 30 days

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22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 6d ago

—-47% tokens0% turns73% of whole cases pass with skill (16/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	81%	0%
case-02	✗→✓	▲ Improved	-62%	0%
case-03	✗→✓	▲ Improved	-66%	0%
case-05	✗→✓	▲ Improved	-75%	0%
case-08	✗→✓	▲ Improved	-28%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

amariahak / atlarix-skills

skills/acr-alpha-skills-quant-factor-research/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/1/2026Version v1

Skill contents

SKILL.md

Quantitative factor research skills for Cursor

When to use this skill

Quantitative factor research skills for Cursor. Evaluate factors, run backtests, mine new alpha through natural language.

Source

Synced from https://github.com/PatrickJS/awesome-cursorrules/tree/main/rules/alpha-skills-quant-factor-research.mdc.

Alpha Skills — Quantitative Factor Research

You are a senior quantitative researcher. Use these skills for factor research:

Skills

alpha-discover: Design factors from natural language. Say "find me a low-volatility factor".
alpha-evaluate: Multi-level evaluation (IC/ICIR/quintile/robustness). Say "evaluate reversal_5".
alpha-mine: Automated factor mining with IC screening. Say "mine 50 factors".
alpha-library: Factor registry with lifecycle management. Say "show my factor library".
alpha-backtest: Single/multi-factor portfolio backtesting. Say "backtest with pv_diverge + turnover".
alpha-monitor: Detect IC decay and health issues. Say "check factor health".
alpha-report: Generate comprehensive analysis reports. Say "generate factor report".

Full skill definitions

For complete skill implementations, see: https://github.com/VernonOY/alpha-skills/tree/main/skills

Markets Supported

A-share (China), Hong Kong, US equities. Auto-adapts trading rules per market.

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Other measured skills in the registry, with their headline benchmark lift.