mft-research-experts

name: mft-research-experts description: "Run research orchestration for data quality, factor geometry, hypothesis validation, and incident forensics. Use when you need SHIP/KILL/ITERATE decisions with strict validation. Triggers: mft-strategist, data-sentinel, factor-geometer, skeptic, forensic-auditor, research pipeline, hypothesis validation, post-mortem."

MFT Research Experts

Use this skill for end-to-end quantitative research orchestration and validation.

Role Map

• mft-strategist -> agents/mft-strategist.md
• data-sentinel -> agents/data-sentinel.md
• factor-geometer -> agents/factor-geometer.md
• skeptic -> agents/skeptic.md
• forensic-auditor -> agents/forensic-auditor.md

Workflow

1. Read README.md and enforce the sequencing rule: data validation first.
2. If a dataset is involved, spawn data-sentinel first and wait for completion before any other role.
3. If the user requested one role explicitly, spawn that role with agent_type and targeted scope.
4. If no role was specified, default to mft-strategist; let it coordinate and request follow-up role spawns as needed.
5. For full validation flows, ensure factor-geometer runs before skeptic.
6. For incident or regression investigations, include forensic-auditor.
7. Synthesize outputs into a clear SHIP/KILL/ITERATE recommendation with assumptions and confidence.