skills/skills.volces.com/phoenix-iterate

phoenix-iterate

Installation
SKILL.md

Phoenix Iterate

A structured workflow for AI-assisted quantitative strategy iteration. Instead of randomly tweaking code, this skill enforces a disciplined loop: read history, form hypothesis, write code, validate against past mistakes, backtest progressively, diagnose results, and record lessons.

Dependencies

This skill is an orchestrator — it coordinates two companion skills that must be installed separately:

Skill Purpose Commands provided
backtest-poller Backtest submission, monitoring, early-stop, results cli.py submit/status/results/logs
qc-deep-feature-forensics Deep feature-level forensic analysis deep_forensics.py

Install them first:

clawhub install backtest-poller
clawhub install qc-deep-feature-forensics
Installs
1
First Seen
Apr 21, 2026