learning-loop-engine
CommunityTurn patterns into actionable sprint improvements.
System Documentation
What problem does it solve?
Consumes the full history of reports from every L2 skill, detects recurring patterns, traces production bugs back to missed test opportunities, detects quality drift across sprint baselines, and recommends the next maturity-stage improvements. Operates in three modes — test-history / production-feedback / drift-analysis — each with its own pattern-detection flow. Gate contract — every recommendation must be actionable, every pattern must carry ≥ 3 supporting observations, every production bug must trace to a specific test gap or be marked irreducible with justification. PIPELINE-6 step 1 / PIPELINE-7 step 1.
Core Features & Use Cases
- The skill aggregates historical reports across L2/L3 to identify recurring quality patterns and growth opportunities.
- It provides mode-specific recommendations for test-history, production-feedback, and drift-analysis, with traceable evidence to baselines, bugs, and tests.
- It evaluates maturity stage against predefined criteria and surfaces actionable next steps for improvement.
Quick Start
Use the learning-loop-engine to generate an actionable improvement plan from historical sprint reports.
Dependency Matrix
Required Modules
None requiredComponents
💻 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: learning-loop-engine Download link: https://github.com/mytechsonamy/VibeFlow/archive/main.zip#learning-loop-engine Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.