# Debugging

> Diagnose failures systematically before changing code.

- **Type:** Skill
- **Install:** `agentstack add skill-zhouguoqing-qianyuan-aiagenticframework-debugging`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [zhouguoqing](https://agentstack.voostack.com/s/zhouguoqing)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** Apache-2.0
- **Upstream author:** [zhouguoqing](https://github.com/zhouguoqing)
- **Source:** https://github.com/zhouguoqing/QianYuan.AIAgenticFramework/tree/main/samples/skills/debugging

## Install

```sh
agentstack add skill-zhouguoqing-qianyuan-aiagenticframework-debugging
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Debugging

Use this skill when the user reports a bug, failing test, exception, unexpected behavior, or production incident.

## Instructions

- Reproduce or inspect the failure before proposing a fix.
- Separate symptoms, confirmed facts, hypotheses, and unknowns.
- Prefer the smallest experiment that can disprove the leading hypothesis.
- Fix the root cause when practical, not just the visible symptom.
- Add or update focused tests when the bug has a clear behavioral contract.

## Output Shape

State the observed failure, the likely root cause, the fix, and how it was verified.

## Source & license

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

- **Author:** [zhouguoqing](https://github.com/zhouguoqing)
- **Source:** [zhouguoqing/QianYuan.AIAgenticFramework](https://github.com/zhouguoqing/QianYuan.AIAgenticFramework)
- **License:** Apache-2.0

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

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-zhouguoqing-qianyuan-aiagenticframework-debugging
- Seller: https://agentstack.voostack.com/s/zhouguoqing
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.