Bug Impact Analysis Agent Skill

Evaluates bug fixes by diagnosing root causes, tracing call-chain and data-flow impacts, and assessing regression risks before code…

Context cost
5.2k tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 20.6 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Bug 修复影响分析:判断根因是否真被解决、修复是否引入副作用、影响范围与回归风险。触发:"分析这个 bug 的影响"、"这个修复会影响什么"、"评估修复风险"、"bug impact analysis"。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

securitytesting

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md20.6 kB · preview
--- name: bug-impact-analysis ---
6# Bug Impact Analysis(Bug 修复影响分析)
7
8## AI 说明
9
10**目的**:对 Bug 修复进行系统性影响分析——不只确认"修好了没",更要回答"修了会影响什么",确保修复是**有底气的**而非"改了就完"。
11
12**功能**:借鉴 requirement-mining 的根因分析法定位 Bug 根因、评估修复是否对症,再结合 code-review 的多维度影响检查(调用链/条件路径/数据流/执行场景),产出含回归风险评估与测试建议的结构化报告。
13
14**使用场景**:用户提供 Bug 现象与修复代码(diff/commit)要求评估修复风险时;仅有 Bug 描述需先做根因诊断时;修复合入前需要影响面与回归风险背书时;被 debug 调用做修复前方案评估或修复后影响质检时。
15
16## 核心原则
17
18- **先打根因,再评修复**:必须先搞清 Bug 为什么发生,再评估修复是否对症
19- **影响优先于正确**:修复可能"局部正确",但判断其是否安全的关键在于"会影响什么"
20- **横向+纵向双重覆盖**:纵向追溯调用链(谁调用了被改的代码),横向展开条件路径(不同参数/状态下是否都安全)
21- **假设可验证**:对影响范围的推断,给出可验证的建议(如运行特定测试、检查特定模块)
22- **最小化交互**:自主推理影响面,仅在关键信息缺失时提问
23- **专家资产复用**:分析前主动查询专家团,复用已知坑、实现导航等资产加速诊断
24- **证据不足转排错**:静态推理不足以支撑根因或影响结论时,转 debug 用运行时证据(复现/插桩/跑测试)取证,不凭推理定罪。详见「与 debug 的互引」
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md1,273 words
Files1
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈40
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
5,110
on trigger
The instruction body, read only when the skill fires.
2.6%
of a 200k window
Ten skills this size would take about 26% of the window before you open a file.
050k100k150k200k context window

5.2k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

1 file, 20.6 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md20.6 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 1 file you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Bug Impact Analysis · 5.2k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/bug-impact-analysis/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/bug-impact-analysis" ] && { [ ! -e .claude/skills/bug-impact-analysis ] || { mv .claude/skills/bug-impact-analysis "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/bug-impact-analysis" .claude/skills/ && echo "Installed .claude/skills/bug-impact-analysis"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add hack-wu/bug-impact-analysis

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/bug-impact-analysis/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/bug-impact-analysis/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/bug-impact-analysis" ] && { [ ! -e ~/.claude/skills/bug-impact-analysis ] || { mv ~/.claude/skills/bug-impact-analysis "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/bug-impact-analysis" ~/.claude/skills/ && echo "Installed ~/.claude/skills/bug-impact-analysis" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/bug-impact-analysis/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencehack-wu/bug-impact-analysis

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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