libsync-research-methodology
CommunityTurn hunches into changes in libsync development with a rigorous methodology.
Software Engineering#software development#bug fixing#development methodology#change control#experiment validation
Authorarthursoares
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a structured approach for libsync developers to turn hunches, bug theories, and improvement ideas into accepted changes.
Core Features & Use Cases
- Evidence Bar: Ensures conclusions are well-supported and can survive adversarial refutation.
- Predictions: Requires documented predictions for experimental results before running experiments.
- Idea Lifecycle: Outlines the stages from hunch to validated design, executable plan, merged code, released feature, guarded rollout, and retirement.
- Experiment Hygiene: Promotes safe experimentation without impacting live services, using in-memory DBs and mocked clients.
- Result to Change Control: Details the steps to turn a result into a shipped change, including PR classification, gates, review, and CHANGELOG entry.
Quick Start
Define your research problem, formulate a hypothesis with predictions, run your experiment, and if successful, submit a pull request with your findings following the methodology outlined.
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: libsync-research-methodology Download link: https://github.com/arthursoares/libsync/archive/main.zip#libsync-research-methodology Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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