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dev-feedback-loop

A system that tracks development cycle effectiveness by calculating assertiveness scores, analyzing prompt quality, aggregating metrics, performing root cause analysis on failures, and generating improvement reports. Enforces mandatory TodoWrite tracking and provides detailed pattern analysis across development gates.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
141
Hot score
96
Updated
March 20, 2026
Overall rating
A8.4
Composite score
6.5
Best-practice grade
B70.4

Install command

npx @skill-hub/cli install lerianstudio-ring-dev-feedback-loop
development-metricsfeedback-loopprocess-improvementassertiveness-scoringroot-cause-analysis

Repository

LerianStudio/ring

Skill path: dev-team/skills/dev-feedback-loop

A system that tracks development cycle effectiveness by calculating assertiveness scores, analyzing prompt quality, aggregating metrics, performing root cause analysis on failures, and generating improvement reports. Enforces mandatory TodoWrite tracking and provides detailed pattern analysis across development gates.

Open repository

Best for

Primary workflow: Ship Full Stack.

Technical facets: Full Stack.

Target audience: Meta teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: LerianStudio.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install dev-feedback-loop into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/LerianStudio/ring before adding dev-feedback-loop to shared team environments
  • Use dev-feedback-loop for meta workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.