Search

PythonReactSEOPDF
GitHub Skill

reproduce-reduce-regress

Systematic workflow for debugging by reproducing bugs with real data, reducing test cases to minimal examples, and adding regression tests

facet-rs☆ 2,390 Repository stars104 Repository forks

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

View source ↗Guides

Skill instructions

Reproduce, Reduce, Regress

When debugging a bug, follow this workflow:

1. Reproduce

Goal: Get a failing test that demonstrates the bug using REAL data.

  • Copy the EXACT input that triggers the bug (don't paraphrase or simplify yet)
  • Use the EXACT types/structs from the failing code
  • Verify the test actually fails with the same error message

2. Reduce

Goal: Find the MINIMAL input that still triggers the bug.

  • Create MULTIPLE test variants, don't comment things in/out
  • Name them descriptively: test_minimal_one_field, test_with_queries, etc.
  • Binary search: remove half the input, see if it still fails
  • Keep narrowing until you find the smallest failing case
  • Also find a PASSING case that's as close as possible to the failing one

The difference between your minimal failing case and your minimal passing case IS the bug.

3. Regress (Regression Tests)

Goal: Ensure the bug never comes back.

  • Keep ALL your test variants - both passing and failing
  • The failing ones become regression tests after the fix
  • The passing ones document expected behavior
  • Name tests after the issue number: test_issue_1356_*

Anti-patterns

❌ Commenting code in/out to test different scenarios ❌ Modifying a single test repeatedly ❌ "Simplifying" input without verifying the bug still reproduces ❌ Deleting test variants after finding the bug ❌ Theorizing about what MIGHT cause the bug before reproducing

Example Structure

// Minimal failing case
#[test]
fn test_issue_1356_fails_without_queries_default() { ... }

// Minimal passing case (shows the workaround)
#[test]
fn test_issue_1356_passes_with_queries_default() { ... }

// Original reproduction from user's code
#[test]
fn test_issue_1356_full_reproduction() { ... }

Examples

Read the usage examples in the source repository.

View source ↗

Source history

Indexed on
2026-01-20
Index updated
2026-02-04
Branch
main

Index and sync dates describe this directory. View the source repository for code history.

GitHub ↗

chat Comments (0)

chat_bubble_outline

No comments yet. Be the first to share your thoughts!