autoresearch-calculator-forge

What problem does it solve?

This Skill automates the validation of financial calculator code by generating edge-case scenarios from Swiss law and verifying outputs against official sources to detect and fix calculation discrepancies.

Core Features & Use Cases

• Edge-case scenario generation: Create prioritized, law-backed test scenarios for AVS, LPP, and tax rules to exercise calculator boundaries.
• Automated test generation and verification: Write flutter test cases with source references, run flutter test, and require fresh terminal output as proof of verification.
• Safe repair loop with guardrails: Apply single-file fixes per iteration, enforce time/context budgets, never change sacred constants without human review, and log every iteration for auditability.
• Use Case: A developer running regression checks on lib/services/financial_core discovers an AVS edge-case mismatch; the Skill generates the test, runs it, attempts a fix within budget, and appends verification output to the experiment log.

Quick Start

Use the autoresearch-calculator-forge skill to run 20 prioritized Swiss scenarios against a target calculator, produce verified flutter test output, and generate an experiment log entry.