Build Failure and Regression Repair

Trace failing builds and bug reports to a proven cause, apply a focused fix, and verify it with regression coverage.

Development / Engineeringdebuggingbuild-failures
by AgentVoltv1.0.0
Free to sign up · every skill included with AgentVolt Pro

Before & after

Same prompt, same agent — the only difference is the skill.

Prompt“CI is red on main. Fix it.”
Beforegeneric AI agent
Let me help you fix the failing build. I'll need to understand what's failing first.

Common causes of a red build on main:
- A merge that passed CI on the branch but conflicts semantically with another merge
- A flaky test
- A dependency that updated
- An environment difference between local and CI

I'd suggest checking the CI logs to see which step failed and what the error message says. If it's a test failure, look at what changed recently in that area.

Can you share the CI output?
Afterwith Build Failure and Regression Repair
Read the CI log. One failure, and it's real — not flaky.

FAILURE
  api/billing/invoice.test.ts:88
  Expected 2 invoice line items, received 3.
  First red build: commit 4f2c9a1, merged 40 minutes ago.

CAUSE
  4f2c9a1 added a proration line item to invoice generation. Correct
  change. The test asserted an exact count and predates proration
  existing, so it was always going to break the first time anyone added
  a line type.

  It passed on the branch because the branch forked before 7bd3e02,
  which enabled proration by default. Neither commit is wrong; the
  combination is. Standard semantic conflict — CI on each branch
  couldn't have caught it.

MINIMAL FIX
  The assertion is testing the wrong thing. It should assert the
  subscription line is present and correct, not that exactly two lines
  exist — the count is incidental and will break again next time.

  - expect(invoice.lineItems).toHaveLength(2)
  + expect(invoice.lineItems).toContainEqual(
  +   expect.objectContaining({ type: 'subscription', amount: 4900 })
  + )

TEST ADDED — covers the gap that let this through
  A case asserting the proration line appears when a mid-cycle plan
  change occurred. That behavior shipped in 4f2c9a1 with no test, which
  is why the only signal was an unrelated assertion breaking.

SCOPE — deliberately not touched
  The other 11 exact-length assertions in this file have the same
  latent fragility. Not fixing them here: unrelated to the red build,
  and a 12-assertion refactor on a hot main is how one red build
  becomes two. Worth a follow-up.

VERIFY
  Suite green locally, 3 consecutive runs. Ready to push.

About this skill

“The build is red, but I can't tell which error matters.” “The bug disappeared locally and came back in CI.” This skill turns failing output or a bug report into a reproducible failure, an evidence-backed cause, and a focused repair with regression coverage.

What it does

  • Separates application defects from dependency, configuration, environment, and flaky-test failures.
  • Traces downstream error cascades back to the first actionable cause.
  • Uses targeted checks to distinguish competing explanations before changing code.
  • Repairs the responsible boundary without hiding errors or weakening valid checks.
  • Verifies that the regression check catches the original defect and that the relevant build and tests pass afterward.

What you get

A focused code change when repository access is available, or a concrete proposed patch when it is not. The handoff includes the causal explanation, regression coverage, exact verification commands and results, and any checks that remain unrun.

Best for

Developers maintaining existing applications, libraries, and CI pipelines who need a failing build or reported regression resolved without an unrelated refactor.

SKILL.md preview

SKILL.md
---
name: build-failure-and-regression-repair
description: Diagnose failing builds and bug reports by reproducing the symptom, distinguishing code defects from environment and dependency failures, and testing a specific causal hypothesis. Apply the smallest correct repair and verify it with regression coverage. Use when the user says "fix this failing build", "my tests keep failing in CI", "this worked before the last change", "track down this regression", "this bug only happens sometimes", "here is the error log", or "fix this without refactoring everything".
---

# Build Failure and Regression Repair

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