aat
OfficialHypothesis-driven PR validation at speed.
Software Engineering#hypotheses#acceptance-testing#evidence-bundle#aat#pr-verification#qa-governance#anti-gaming
Authorguardian-intelligence
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill standardizes the PR acceptance process by enabling teams to specify hypotheses, perform structured verifications, and prevent merges that do not meet predefined criteria.
Core Features & Use Cases
- Hypothesis-driven verification: Formulates testable predictions about PR changes and validates them before merge.
- Evidence-driven decisions: Produces an evidence bundle detailing outcomes, timestamps, and results for auditability.
- Anti-gaming checks: Includes static analysis for inconsistencies, hardcoded values, or hidden pitfalls to ensure integrity.
- Use Case: When evaluating a large PR, the AAT protocol guides the tester to craft hypotheses, execute verification steps, and generate a reproducible evidence report to support the decision.
Quick Start
Activate the AAT protocol against a pull request, define hypotheses, run verification on the PR changes, and generate the evidence bundle to guide the merge decision.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: aat Download link: https://github.com/guardian-intelligence/apm2/archive/main.zip#aat Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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