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Agent Skill · 研究检索

bookforge-legacy-code-symptom-router(bookforge 遗留代码症状路由器)

bookforge-legacy-code-symptom-router 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

bookforge-legacy-code-symptom-router 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为调用外部服务;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 4,914。

总安装 29,075周安装 802GitHub Stars 公开资料未说明下载 8,027核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:bookforge-legacy-code-symptom-router(bookforge 遗留代码症状路由器)
来源仓库:https://github.com/quochungto/bookforge-legacy-code-symptom-router
安装命令:
openclaw skills install bookforge-legacy-code-symptom-router
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install bookforge-legacy-code-symptom-router

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

快速诊断遗留代码问题并推荐修复技法。bookforge-legacy-code-symptom-router 属于研究检索类 Skill,可作为该场景下的辅助能力补充。适合面对模糊报错或性能问题的开发者。输入症状描述即可获得针对性解决路径。无法替代深入调试,仅作初步排查指引。复杂故障仍需结合日志与监控数据分析。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install bookforge-legacy-code-symptom-router;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要调用外部服务,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

bookforge-legacy-code-symptom-router 怎么安装?

在终端执行 openclaw skills install bookforge-legacy-code-symptom-router。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

bookforge-legacy-code-symptom-router 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

bookforge-legacy-code-symptom-router 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

bookforge-legacy-code-symptom-router 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

bookforge-legacy-code-symptom-router 用的人多吗?

公开数据是累计安装 29,075 次,近一周安装 802 次,下载 8,027 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

bookforge-legacy-code-symptom-router 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
bookforge-legacy-code-symptom-router

bookforge 遗留代码症状路由器 · 本页

29,075—调用外部服务MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
legacy-code-symptom-router
description
Diagnose any legacy-code situation in plain language and route to the right technique. Use as the FIRST skill when a developer has a vague or specific complaint about a codebase — 'I have to change this but there are no tests', 'this method is huge', 'can't test this class', 'library is killing us', 'changes take forever', 'don't know where to start', 'overwhelmed', 'inherited this mess'. Activates for 'legacy code', 'untested code', 'where do I start', 'what should I do with this code', 'help me plan a refactor', 'I'm stuck with legacy', 'how do I change X safely', 'symptom triage'. Dispatches to technique-specific skills.
version
1.0.0
homepage
https://github.com/bookforge-ai/bookforge-skills/tree/main/books/working-effectively-with-legacy-code/skills/legacy-code-symptom-router
metadata
{"openclaw":{"emoji":"📚","homepage":"https://github.com/bookforge-ai/bookforge-skills"}}
status
draft
source-books
title
Working Effectively with Legacy Code
authors
["Michael C. Feathers"]
chapters
[6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24]
domain
software-engineering
tags
[legacy-code, refactoring, testing, software-engineering, code-quality, diagnostic]
depends-on
execution
tier
2
mode
hybrid
inputs
description
Developer's plain-language description of their situation + optional pointer to the code in question
tools-required
[Read, Grep]
tools-optional
[Glob]
mcps-required
[]
environment
A codebase (any language) the developer is working on. This skill is primarily reasoning over descriptions; code access is helpful but not required.
discovery
goal
Match a developer's situation to the right technique and downstream skill in under 2 minutes.
tasks
audience
roles
[software-engineer, backend-developer, tech-lead, engineering-manager]
experience
any
when_to_use
triggers
prerequisites
[]
not_for
environment
codebase_required
false
codebase_helpful
true
works_offline
true
quality
scores
{with_skill: null, baseline: null, delta: null}
tested_at
null
eval_count
null
assertion_count
14
iterations_needed
null

Legacy Code Symptom Router

When to Use

You have legacy code (code without tests, or with very few tests) and you need to change it, understand it, or improve it — but you are not sure which technique applies. You may be feeling one of these:

  • "I don't know where to start with this codebase."
  • "I need to add a feature but there are no tests."
  • "I can't get this class to compile in a test."
  • "This method is enormous and I can't write tests for it."
  • "We keep changing the same code in 20 places."
  • "Our builds take forever."
  • "We feel overwhelmed. It's never going to get better."

This skill takes your situation in plain language and matches it to one of the 19 symptom chapters in Part II of *Working Effectively with Legacy Code* (Feathers, 2004). Each chapter maps to a downstream skill with the specific technique you need.

Use this skill BEFORE any other skill in this set, unless you already know the technique. The outer procedure is always legacy-code-change-algorithm; this skill tells you which sub-procedure to invoke.

Context & Input Gathering

What This Skill Needs

The only required input is a plain-language description of the situation in the developer's own words.

Helpful additional context (ask if not provided):

  • Language and environment: Is this Java, C#, Python, C++, JavaScript, or something else? Non-OO languages (C, procedural) have a different technique set.
  • Test status: Are there any tests at all? Does the test suite run? (Even "zero tests but builds" is a usable baseline.)
  • The specific obstacle: What exactly isn't working? Can't compile the class in a test? Can't understand the code? Builds are too slow? Method is too large?
  • Time constraints: Is there a deadline forcing a shortcut approach?

When to Ask vs Infer

If the developer's description maps unambiguously to one symptom (e.g., "500-line method"), proceed to classification without asking. If the description is ambiguous between two symptoms (e.g., "everything takes forever" could be comprehension lag or build lag), ask the one diagnostic question that distinguishes them.

Process

Step 1: Elicit the Symptom

Ask the developer to describe their situation in plain language. If they have given you a description already, extract the core symptom phrase — the thing that feels wrong.

If the description is vague, ask one targeted question from this list:

  • "Where is the time going — figuring out what to change, or waiting for the build after you change it?"
  • "When you try to write a test for this class, what happens — compile error, runtime error, or you just can't see the output?"
  • "Is the problem one specific method/class, or is it a pattern spread across many files?"
  • "Do you know what the code is supposed to do, or is the behavior itself a mystery?"
  • "Is there a time constraint (deadline, production issue) forcing a shortcut?"

Step 2: Classify the Symptom

Match the description to one of the 19 symptom categories below. The full routing table with technique details is in references/symptom-routing-table.md. Use the quick-reference summary here to classify.

19 Symptoms — Quick Reference

#Plain-Language SymptomChapterRoot CauseDownstream Skill
1"I have no time and must change it now"Ch 6Time pressurelegacy-code-addition-techniques
2"Changes take forever"Ch 7Lag: build or comprehensionscratch-refactoring-for-code-understanding (comprehension) or dependency-breaking-technique-executor (build)
3"How do I add a feature?"Ch 8Feature addition with teststdd-and-programming-by-difference
4"Can't get this class into a test harness"Ch 9Class testabilitytest-harness-entry-diagnostics
5"Can't run this method in a test harness"Ch 10Method testabilitytest-harness-entry-diagnostics
6"What methods should I test?"Ch 11Effect radius unknownchange-effect-analysis
7"Many changes in one area"Ch 12Multi-class change clusterchange-effect-analysis (pinch points)
8"Don't know what tests to write"Ch 13Behavior unknowncharacterization-test-writing
9"Library dependencies are killing me"Ch 14Library couplinglibrary-seam-wrapper
10"My app is all API calls"Ch 15API couplinglibrary-seam-wrapper
11"Don't understand code well enough to change it"Ch 16Comprehension failurescratch-refactoring-for-code-understanding
12"App has no structure"Ch 17Architectural opacityscratch-refactoring-for-code-understanding + big-class-responsibility-extraction
13"Test code is in the way"Ch 18Test organizationunit-test-quality-checker + conventions
14"Not object oriented"Ch 19No OO seamsdependency-breaking-technique-executor (link/procedural techniques)
15"Class is too big"Ch 20SRP violationbig-class-responsibility-extraction
16"Changing same code all over the place"Ch 21Duplicationduplication-removal-via-extraction
17"Monster method"Ch 22Method too large to testmonster-method-decomposition
18"How do I know I'm not breaking anything?"Ch 23No safety netsafe-legacy-editing-discipline + characterization-test-writing
19"We feel overwhelmed"Ch 24Morale / no procedurelegacy-code-change-algorithm (start here)

Confirm with the developer: "I'm reading your situation as: [symptom summary]. Does that match what you're experiencing?" If yes, proceed. If no, ask the diagnostic question that disambiguates.

Step 3: Identify Root Cause Category

Classify the root cause into one of five categories. This shapes the technique approach:

  • Time pressure (Symptom 1): Cannot do the full safe-change cycle. Use addition-without-modification techniques.
  • Testability (Symptoms 4, 5): Something structural prevents testing. Need dependency-breaking before any tests can be written.
  • Design (Symptoms 15, 16, 17): The code's structure is the obstacle. Need extraction and decomposition.
  • Comprehension (Symptoms 11, 12): The developer cannot understand the code. Need a throwaway understanding technique before technique application.
  • Morale / Strategy (Symptom 19): The obstacle is not technical — it's a lack of procedure. Install the algorithm.

Some symptoms span categories (Symptom 2 = build lag OR comprehension lag; Symptom 18 = safety discipline AND characterization tests). Where two root causes apply, identify the primary one to address first.

Step 4: Dispatch to Downstream Skill

Recommend the downstream skill by name with a 1-paragraph preview of what the developer should expect. See references/symptom-routing-table.md for full technique previews for each symptom.

Provide:

  1. The downstream skill name (from the table above)
  2. A one-sentence description of what that skill will do
  3. Any prerequisite steps to complete first (e.g., "run seam-type-selector before dependency-breaking-technique-executor if you're in a non-OO language")
  4. An explicit fallback: "If that skill is not installed, here is what to do manually: [one sentence]"

Step 5: Produce the Triage Artifact

Write a triage.md file in the working directory capturing the session output.

See triage.md template in the Outputs section below.

Inputs

InputRequiredDescription
Developer's symptom descriptionYesPlain-language description of what is wrong or difficult
Language / runtimeRecommendedDetermines which seam types and techniques apply
Test suite statusRecommendedWhether any tests exist and whether they run
Specific code pointer (file, class, method)OptionalNarrows classification for ambiguous symptoms

Outputs

OutputDescription
triage.mdWritten triage record: symptom, chapter match, recommended skill, rationale, fallback
Verbal recommendationImmediate dispatch with 1-paragraph technique preview

triage.md Template

# Legacy Code Triage

## Symptom
[Developer's description in their own words]

## Symptom Category
[Symptom number] — [Chapter title] (Chapter [N], Part II)
Root cause: [time pressure / testability / design / comprehension / morale]

## Recommended Skill
`[skill-name]`

## Rationale
[1-2 sentences: why this symptom maps to this skill, what the skill does]

## What to Expect
[1 paragraph: brief preview of the technique the developer is about to use]

## Prerequisites
[Any skills to run first, or "none"]

## Fallback (if skill not installed)
[One sentence: what to do manually without the skill]

## Related Symptoms
[Other symptoms that may also be relevant, with chapter references]

Key Principles

The book's 19 Part II chapters ARE the decision tree — respect the taxonomy. Feathers organized the book explicitly as symptom → technique. The chapter titles are the decision branches. Each chapter was written to answer a single real developer question. Treating this as an arbitrary classification and rerouting arbitrarily loses the structural knowledge in the book's architecture.

Route by symptom, not by technique. Developers experiencing legacy code problems cannot name the technique they need — that is why they need routing. A developer says "I can't understand this code" and needs to be routed to scratch refactoring; they do not say "I need scratch refactoring." The symptom description is the input; the technique is the output. Never ask "which technique do you want?" — that inverts the skill.

Some symptoms have multiple legitimate routes — let the developer choose. Symptom 2 (changes take forever) has two root causes with different solutions. Symptom 18 (fear of breaking things) has two applicable skills. When a symptom branches, name both routes, explain the key diagnostic question that separates them, and let the developer identify which applies. Do not pick for them.

When in doubt, route to legacy-code-change-algorithm as the outer procedure. If the symptom is vague, if the developer is overwhelmed, or if no specific chapter match is clear, start the 5-step Legacy Code Change Algorithm. It is the master procedure. Every other skill is a sub-procedure that plugs into one of its five steps. Starting the algorithm always surfaces the specific symptom on the first step that blocks progress.

Examples

Example A: "My class won't instantiate in the test" → Test Harness Diagnostics

Developer input: "I'm trying to write a unit test for InvoiceCalculator. When I try to instantiate it in my test, I get a compile error because the constructor requires a live DatabaseConnection object. I can't create one of those in tests."

Classification: Symptom 4 — "I Can't Get This Class into a Test Harness" (Ch 9). Root cause: testability obstacle — constructor has a hard dependency on a concrete class.

Recommendation: Run test-harness-entry-diagnostics. It will walk through the 7-case triage from Chapter 9. In this case the pattern is "Irritating Parameter" (constructor requires a hard-to-create object) — the solution is either Extract Interface on DatabaseConnection and Parameterize Constructor, or pass null if InvoiceCalculator has logic to check for it.

Triage entry:

Symptom: Constructor requires a live DatabaseConnection
Chapter: Ch 9 — I Can't Get This Class into a Test Harness
Root cause: testability — class-level obstacle
Recommended skill: test-harness-entry-diagnostics
Fallback: Apply Parameterize Constructor manually (pass a DatabaseConnection interface instead of creating it in the constructor)

Example B: "500-line method I can't write tests for" → Monster Method Decomposition

Developer input: "We have a processOrder() method that's 600 lines. It handles everything: validation, pricing, inventory, notifications. I can't test it because it's too big — I don't know what inputs to use or what assertions to write. And it's tangled — calls methods all over the class."

Classification: Symptom 17 — "I Need to Change a Monster Method and I Can't Write Tests for It" (Ch 22). Root cause: design — method too large to test.

Recommendation: Run monster-method-decomposition. First classify the method type: is it Bulleted (sequential chunks with low indentation between logical sections) or Snarled (dominated by one deeply nested block)? From the description, this sounds Bulleted (validation, then pricing, then inventory, then notifications = sequential chunks). The strategy is Find Sequences: identify the overarching sequence of operations, then extract each operation to a named method, working from smallest chunks outward. Use automated refactoring only — no manual copy-paste.

Triage entry:

Symptom: 600-line processOrder() method, too complex to test
Chapter: Ch 22 — I Need to Change a Monster Method
Root cause: design — method too large, no seam to test individual operations
Recommended skill: monster-method-decomposition
Fallback: Classify as Bulleted or Snarled, then extract the smallest identifiable chunk first using automated Extract Method

Example C: "Our builds take 40 seconds, changes are painful" → Dependency Breaking for Build Speed

Developer input: "Any time we change a file in our core library, we have to recompile everything. A 40-second wait every change. It's killing our velocity. We don't know which parts of the build depend on which others."

Classification: Symptom 2 — "It Takes Forever to Make a Change" (Ch 7), specifically the build lag variant (not comprehension lag — they know what to change, they're just waiting for builds).

Diagnostic question asked: "Are you spending time figuring out WHAT to change, or waiting for the build after you've already changed it?" Developer said: "I know exactly what to change — I'm just waiting for the build."

Recommendation: Run dependency-breaking-technique-executor targeting the inter-module dependency structure. The goal is to break compilation dependencies between the core library and its consumers so a change to one area does not force recompilation of everything. Feathers' target: isolated class/module compilation + test run in under 10 seconds. Technique likely needed: Extract Interface to decouple consumers from the concrete class, allowing separate compilation.

Triage entry:

Symptom: 40-second builds on every change to core library
Chapter: Ch 7 — It Takes Forever to Make a Change (build lag variant)
Root cause: build lag — architecture creates excessive recompilation fan-out
Recommended skill: dependency-breaking-technique-executor
Fallback: Identify which concrete class is included by everything; introduce an interface for it so consumers compile against the interface, not the implementation

References

Full 19-symptom routing table with complete technique previews and diagnostic guidance: references/symptom-routing-table.md

License

This skill is licensed under CC-BY-SA-4.0. Source: BookForge — Working Effectively with Legacy Code by Michael C. Feathers (2004, Prentice Hall).

Related BookForge Skills

This skill is the primary entry point. It dispatches to the following skills:

Depends on (prerequisite):

  • legacy-code-change-algorithm — the 5-step master procedure this skill routes into. When in doubt, start here.

Dispatches to (downstream skills):

  • legacy-code-addition-techniques — Symptoms 1 (time pressure): Sprout Method, Sprout Class, Wrap Method, Wrap Class
  • tdd-and-programming-by-difference — Symptom 3 (add feature to tested code): TDD + Programming by Difference
  • test-harness-entry-diagnostics — Symptoms 4, 5 (class/method can't be tested): 7-case class triage + method-level triage
  • change-effect-analysis — Symptoms 6, 7 (what to test, many changes): effect sketching + pinch points
  • characterization-test-writing — Symptom 8 (don't know what tests to write): behavior-pinning test algorithm
  • library-seam-wrapper — Symptoms 9, 10 (library/API coupling): wrapper interface pattern
  • scratch-refactoring-for-code-understanding — Symptoms 11, 12 (comprehension, no structure): throwaway refactoring
  • big-class-responsibility-extraction — Symptoms 12, 15 (no structure, class too big): 7-heuristic extraction
  • unit-test-quality-checker — Symptom 13 (test code in the way): test classification and organization
  • dependency-breaking-technique-executor — Symptoms 2, 14 (build lag, non-OO): 24-technique catalog
  • duplication-removal-via-extraction — Symptom 16 (same code everywhere): deduplication via extraction
  • monster-method-decomposition — Symptom 17 (monster method): Bulleted/Snarled decomposition
  • safe-legacy-editing-discipline — Symptom 18 (fear of breaking things): 4 editing safety disciplines
  • seam-type-selector — prerequisite for Symptom 14 (non-OO language): Object/Link/Preprocessor seam selection

Install the full book skill set: bookforge-skills — working-effectively-with-legacy-code

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按下载量换算6,232

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调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

安装前确认

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