Failure Triage

Purpose

Before diving deep into a stack trace or spending hours reproducing a bug, triage it to determine the blast radius, subsystem, and debugging approach. Do not start writing fixes until you have explicitly stated your triage hypothesis and confirmed the category.

When to Use

• A CI job or production system is failing and the cause is unknown
• A bug report arrives without a clear owner or subsystem
• Before choosing between deep debugging, bisecting, or reproduction work

Inputs

• The failure signal: stack trace, CI log excerpt, or error report
• The repo, for recent-change inspection

Workflow

1. Categorize the failure:

• Syntax/Build error — fails before running
• Logic error — runs, but produces wrong output
• Infrastructure/Environment error — network timeout, missing DB table
• Flaky/Non-deterministic error — fails sometimes

1. Locate the origin. Scan the stack trace. Ignore framework/library internals. Find the highest frame that belongs to the first-party application code:

``bash # surface first-party frames (adjust the path filter to the repo layout) grep -n "src/" stacktrace.txt | head -20 ``

1. Check recent changes. Most bugs are in the newest code:

``bash git log -n 5 --oneline git diff HEAD~5 --stat git log -n 10 --oneline -- ``

1. Formulate a hypothesis. State clearly: "I suspect this is an environment error caused by missing configuration, originating in src/config.ts."

Output

• A stated category (build / logic / environment / flaky)
• The suspected origin file or subsystem
• An explicit triage hypothesis, before any fix is attempted

Verification

• [ ] Failure assigned to exactly one category
• [ ] Origin frame identified in first-party code, not framework internals
• [ ] Recent commits checked for related changes
• [ ] Hypothesis stated explicitly before any fix was written

Failure Modes

• Fixing before triaging — patching the symptom at the crash site while the root cause lives elsewhere.
• Blaming the framework — the highest first-party frame is the lead; library internals rarely are.
• Skipping recent history — git log is the cheapest triage tool available; check it before anything expensive.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: yeaight7
• Source: yeaight7/agent-powerups
• License: Apache-2.0

Install and usage instructions live in the source repository linked above.