se-optimize
CommunityAutomate metric-driven optimization experiments.
Authorsimonwjackson
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The se-optimize skill automates metric-driven iterative optimization loops, enabling teams to efficiently compare multiple code/config variants against a reproducible measurement harness and converge on the best performing solution.
Core Features & Use Cases
- Supports both hard objective metrics and LLM-based judge scores, with baseline/config setup, gated progress, and crash-safe logging.
- Uses isolated worktrees and persistent experiment logs to enable long-running optimization runs with robust resume and recovery.
- Facilitates phase-driven workflows (setup, measurement scaffolding, hypothesis backlog, batch optimization, evaluation, and wrap-up) and dependency approvals.
Quick Start
Define an optimization spec and run the optimize loop to compare variants against a fixed measurement harness.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: se-optimize Download link: https://github.com/simonwjackson/pi-software-engineering/archive/main.zip#se-optimize Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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