symphony-harness-rubric

Evaluate repository harness maturity with a 12-control rubric and generate a Markdown report.

1|Updated Feb 14, 2026
One-click install
npx skills add https://github.com/az9713/my-agent-skills --skill symphony-harness-rubric
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: symphony-harness-rubric
Source: https://github.com/az9713/my-agent-skills/tree/main/.claude/skills/symphony-harness-rubric
Command: npx skills add https://github.com/az9713/my-agent-skills --skill symphony-harness-rubric

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

An objective, repeatable method to evaluate a codebase for Symphony automation readiness by applying a weighted Harness Engineering rubric and generating a shareable evaluation report.

Core Features & Use Cases

  • 12-control scorecard with per-control scores, an overall total, a maturity band, and a Symphony readiness tier to guide autonomous deployment decisions.
  • Automatic generation of HARNESS_ENGINEERING_EVALUATION.md containing the executive summary, weighted score table, top retrofit priorities, and detailed findings for maintainers.
  • Optional JSON output for integration with dashboards, CI pipelines, or tooling pipelines.
  • Suitable for pre-flight assessments, governance audits, and continuous improvement planning across software projects.

Quick Start

Run the harness evaluation on the current repository to generate HARNESS_ENGINEERING_EVALUATION.md.

Frequently Asked Questions about symphony-harness-rubric

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate repository readiness for Symphony automation deployment?

To evaluate Symphony readiness, apply a 12-control harness-engineering rubric to your repository, generating a weighted score, maturity band, and readiness tier. This analysis runs locally without external services, producing a Markdown report with prioritized retrofit guidance.

What is harness engineering maturity assessment for codebase evaluation?

Harness engineering maturity assessment measures a repository's automation readiness using a weighted 12-control scorecard. It produces per-control scores, an overall total, and a maturity band to guide autonomous deployment decisions and continuous improvement planning.

How do I generate a maturity assessment report for a software repository?

Generate a maturity assessment report by running the harness evaluation script against your current repository. It outputs HARNESS_ENGINEERING_EVALUATION.md containing an executive summary, weighted score table, top retrofit priorities, and detailed findings for maintainers.

Can I integrate codebase evaluation results into CI pipelines or dashboards?

Yes, you can integrate evaluation results into CI pipelines or dashboards using the optional JSON output. This structured format allows tooling pipelines to consume the weighted scores, maturity band, and readiness tier for automated governance audits.

Do I need external services or API keys to perform a local repository harness evaluation?

No external services or API keys are required. The harness evaluation performs local repository analysis only, applying the 12-control rubric directly to your codebase files to generate the readiness assessment and Markdown report.

When should I run a harness maturity assessment on my codebase?

Run a harness maturity assessment during pre-flight evaluations, governance audits, or continuous improvement planning. It helps determine if your repository meets the engineering controls required for Symphony automation readiness before deployment.