RE

reproduce-reduce-regress

Guides developers through a TDD-based debugging cycle: reproduce the bug, minimize the test case, and verify the fix.

Install

mkdir -p .claude/skills/reproduce-reduce-regress && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/5297" && unzip -o skill.zip -d .claude/skills/reproduce-reduce-regress && rm skill.zip

Installs to .claude/skills/reproduce-reduce-regress

Activation

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Systematic workflow for debugging by reproducing bugs with real data, reducing test cases to minimal examples, and adding regression tests
138 charsno explicit “when” trigger
Intermediate

Key capabilities

  • Reproduce bugs with real data
  • Isolate minimal failing test cases
  • Implement regression tests
  • Binary search for bug triggers
  • Document expected behavior with passing tests

How it works

The workflow mandates using real data to reproduce a bug, then iteratively reducing the input to find the smallest failing case, and finally preserving all tests as regression suites.

Inputs & outputs

You give it
Failing code and input data
You get back
Minimal reproduction and regression test

When to use reproduce-reduce-regress

  • Debugging production issues
  • Creating minimal reproduction cases
  • Writing regression tests

About this skill

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() { ... }

When not to use it

  • Theorizing about causes before reproduction
  • Deleting test variants after finding the bug

Limitations

  • Requires maintaining multiple test variants

How it compares

This approach enforces a strict, systematic test-driven isolation process instead of ad-hoc debugging.

Compared to similar skills

reproduce-reduce-regress side by side with the closest alternatives in the catalog.

SkillInstallsUpdatedSafetyDifficulty
reproduce-reduce-regress (this skill)17moNo flagsIntermediate
check-bounds-safety12moNo flagsIntermediate
debug-with-valgrind27moReviewIntermediate
cts-triage14moReviewAdvanced

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