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library-qa

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Verify library behavior with reproducible probes.

Software Engineering#structured output#api verification#integration validation#library testing#runtime QA#scratch probes
Authorkylesnowschwartz
Version1.0.0
Installs0

System Documentation

What problem does it solve?

When a library change breaks consumers, the failure often shows up only at integration time, so QA needs a fast, reproducible way to verify the library’s actual runtime behavior against the expected spec.

Core Features & Use Cases

  • Behavioral verification via scratch consumers: Generates a small one-shot program that imports the library, calls the API, and emits structured (JSON) observations for reliable parsing.
  • Change-focused scoping: Uses the recent changeset (git diff/log) to determine which exported symbols/types/behaviors to exercise when scope isn’t explicitly provided.
  • Language-appropriate execution: Supports Go, Ruby (gem vs Rails), and TypeScript with runner-specific gotchas and output discipline.
  • Evidence-driven verdicts: Captures stdout/stderr/exit codes, boot transcripts, parsed JSON envelopes, and a persisted verdict for APPROVE/REJECT/ESCALATE.

Quick Start

Use the library-qa skill to probe the changed exported surface by running a scratch consumer that calls the library API, prints structured JSON output, and produces a verdict from the parsed envelope.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

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Please help me install this Skill:
Name: library-qa
Download link: https://github.com/kylesnowschwartz/ralph-ban/archive/main.zip#library-qa

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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