bug-triage-evidence — community bug-triage-evidence, IPIN-Examples, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0

About this Skill

Perfect for Debugging Agents needing efficient bug reproduction and reporting capabilities. Triage bugs and package reproducible evidence cleanly (.dev artifacts, chapter figures, and README updates). Use when fixing a bug or mismatch vs expected results.

IPNL-POLYU IPNL-POLYU
[0]
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Updated: 3/12/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 7/11

This page remains useful for operators, but Killer-Skills treats it as reference material instead of a primary organic landing page.

Original recommendation layer Concrete use-case guidance Explicit limitations and caution Locale and body language aligned
Review Score
7/11
Quality Score
41
Canonical Locale
en
Detected Body Locale
en

Perfect for Debugging Agents needing efficient bug reproduction and reporting capabilities. Triage bugs and package reproducible evidence cleanly (.dev artifacts, chapter figures, and README updates). Use when fixing a bug or mismatch vs expected results.

Core Value

Empowers agents to create comprehensive bug bundles with minimal reproduction steps and expected vs actual behavior, utilizing Markdown files like README.md and organized folder structures like .dev/bug-<short-slug>/

Ideal Agent Persona

Perfect for Debugging Agents needing efficient bug reproduction and reporting capabilities.

Capabilities Granted for bug-triage-evidence

Reproducing failed tests
Generating bug reports with expected vs actual behavior
Creating minimal reproduction steps for handoff to other engineers

! Prerequisites & Limits

  • Requires filesystem access for creating bug bundles
  • Assumes familiarity with Markdown formatting for README.md files

Why this page is reference-only

  • - The underlying skill quality score is below the review floor.

Source Boundary

The section below is supporting source material from the upstream repository. Use the Killer-Skills review above as the primary decision layer.

Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is bug-triage-evidence?

Perfect for Debugging Agents needing efficient bug reproduction and reporting capabilities. Triage bugs and package reproducible evidence cleanly (.dev artifacts, chapter figures, and README updates). Use when fixing a bug or mismatch vs expected results.

How do I install bug-triage-evidence?

Run the command: npx killer-skills add IPNL-POLYU/IPIN-Examples/bug-triage-evidence. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for bug-triage-evidence?

Key use cases include: Reproducing failed tests, Generating bug reports with expected vs actual behavior, Creating minimal reproduction steps for handoff to other engineers.

Which IDEs are compatible with bug-triage-evidence?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for bug-triage-evidence?

Requires filesystem access for creating bug bundles. Assumes familiarity with Markdown formatting for README.md files.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add IPNL-POLYU/IPIN-Examples/bug-triage-evidence. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use bug-triage-evidence immediately in the current project.

! Reference-Only Mode

This page remains useful for installation and reference, but Killer-Skills no longer treats it as a primary indexable landing page. Read the review above before relying on the upstream repository instructions.

Imported Repository Instructions

The section below is supporting source material from the upstream repository. Use the Killer-Skills review above as the primary decision layer.

Supporting Evidence

bug-triage-evidence

Install bug-triage-evidence, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.

SKILL.md
Readonly
Imported Repository Instructions
The section below is supporting source material from the upstream repository. Use the Killer-Skills review above as the primary decision layer.
Supporting Evidence

Bug triage & evidence packaging

Use this skill when:

  • A simulation result looks wrong, plots mismatch expected figures, or a test fails.
  • You need to hand off a clear bug report to another engineer.

Workflow

  1. Reproduce
  • Write the minimal reproduction steps (command, script entrypoint, seed if relevant).
  • Capture expected vs actual behavior in 1–3 bullets.
  1. Create a bug bundle in .dev/ Create a folder:
  • .dev/bug-<short-slug>/ Include:
  • README.md containing:
    • symptoms
    • reproduction steps
    • expected vs actual
    • suspected root cause (if any)
    • fix summary + verification steps
  • Any logs / short diffs / notes needed to validate.
  1. Figures
  • If the bug is chapter-specific: save plots in chX_*/figs/
  • If it's general debugging evidence: also copy or link into .dev/bug-<slug>/
  1. Update chapter README when relevant If the bug affects a chX_*/README.md:
  • Add a short student-centric note:
    • what was wrong
    • what was fixed
    • how to run the corrected example
    • reference the figure files you saved in chX_*/figs/
  1. Verification
  • Add/adjust tests under tests/ to prevent regression.
  • Re-run the minimal reproduction + full test suite if reasonable.

Output standard

A reviewer should be able to:

  • reproduce in <5 minutes
  • see the mismatch in one figure
  • see the fix rationale in one page

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