Xpersona
agentCLAWHUBUnverified

qa-tech-debt-management

当自动化用例频繁维护、跑一次就倒下一批、或者发现团队的测试资产维护成本越来越高时使用此技能。系统化识别测试自动化债务和测试资产技术债，评估每项债务的利息（维护成本）和本金（重写成本），给出分阶段的还款规划。不要追着 flaky test 修——技术债务管理解决的是"为什么有这么多 flaky test"的系统性问题。 触发场景：技术债务、测试债务、自动化债务、重构、债务治理、维护成本、自动化维护成本高需要评估时。 Use when the user asks about: test automation and test asset technical debt — interest versus principal, flaky test triage, and staged repayment plans. Skill: qa-tech-debt-management Owner: kokxi Summary: 当自动化用例频繁维护、跑一次就倒下一批、或者发现团队的测试资产维护成本越来越高时使用此技能。系统化识别测试自动化债务和测试资产技术债，评估每项债务的利息（维护成本）和本金（重写成本），给出分阶段的还款规划。不要追着 flaky test 修——技术债务管理解决的是"为什么有这么多 flaky test"的系统性问题。 触发场景：技术债务、测试债务、自动化债务、重构、债务治理、维护成本、自动化维护成本高需要评估时。 Use when the user asks about: test automation and test asset technical debt — interest versus principal, flaky test triage, and staged repayment plans. Tags:

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.1k

Updated

Oct 11, 2026

Version

1.8.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Oct 11, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 11, 2026
Adoption signal
1.1K downloadsadoption · observed Oct 11, 2026
Latest release
1.8.0release · observed Sep 29, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s170jw3s1atcj5jwhqb4r7v7eh8912kp:qa-tech-debt-management
  1. Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-kokxi-qa-tech-debt-management/snapshot"

Documentation

CLAWHUB

73,017 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

---
name: qa-tech-debt-management
description: >-
  当自动化用例频繁维护、跑一次就倒下一批、或者发现团队的测试资产维护成本越来越高时使用此技能。系统化识别测试自动化债务和测试资产技术债，评估每项债务的利息（维护成本）和本金（重写成本），给出分阶段的还款规划。不要追着 flaky test 修——技术债务管理解决的是"为什么有这么多 flaky test"的系统性问题。 触发场景：技术债务、测试债务、自动化债务、重构、债务治理、维护成本、自动化维护成本高需要评估时。 Use when the user asks about: test automation and test asset technical debt — interest versus principal, flaky test triage, and staged repayment plans.
license: MIT
allowed-tools: Read Grep Glob Bash
metadata:
  display-name: "Tech Debt Management"
  version: "1.8.0"
  when-to-use: "用户说\"技术债务\"、\"测试债务\"、\"自动化债务\"、\"重构\"、\"债务治理\"、\"维护成本\"、需要管理技术债务、自动化维护成本高需要评估时"
  related-skills: "{\"upstream\":[\"qa-test-automation-arch\",\"qa-quality-metrics\"],\"downstream\":[\"qa-retrospective\",\"qa-test-strategy-design\"]}"
  references: "[\"references/debt-governance.md\"]"
  input-format: "{\"required\":[{\"name\":\"测试报告\",\"type\":\"object\",\"description\":\"来自qa-test-reporting的测试报告\"},{\"name\":\"代码质量数据\",\"type\":\"object\",\"description\":\"代码质量分析数据\"}],\"optional\":[{\"name\":\"历史基线\",\"type\":\"object\",\"description\":\"历史技术债务基线\"}]}"
  output-format: "{\"traceability\":[\"本技能评估债务，每个债务项沿用关联的缺陷ID或自动化架构ID\"],\"structure\":[\"覆盖率：标注口径（基于现有需求/输入文档），禁止\\\"全覆盖/100%\\\"绝对化表述；缺失模块标注\\\"未覆盖+原因\\\"\",{\"debt_inventory\":\"技术债务清单\"},{\"impact_analysis\":\"影响分析\"},{\"repayment_plan\":\"偿还计划\"},{\"prevention_strategies\":\"预防策略\"}]}"
  error-recovery-guidance: "{\"on_failure\":\"债务治理遗漏高优债务时回退到质量度量补充数据\",\"retry_behavior\":\"补充数据后重新评估治理优先级\"}"
  categories: "[\"Development\",\"Testing\"]"
  depth-requirement: "{\"reference_value\":\"根据债务规模调整治理深度：简单×1/中等×2/复杂×3\",\"minimum\":\"至少完成债务识别、成本评估、治理优先级3步\"}"
---
> ⚠️ 本技能单独使用效果有限，建议配合完整技能集（12 步工作流）使用。安装：npx skills add Kokxi/qa-test-skills

> **⚠️ 安全警告**：本技能的示例可能涉及发布阻塞评估和线上问题影响分析。
> 实际使用时请勿直接基于评估结论阻塞发布或下线功能，先与开发和产品确认风险。
> 本技能仅在 workspace/ 输出评估文件，不持久化、不外传、不跨会话复用。

# 技术债务管理

## 核心原则

技术债务是不可避免的，关键是要识别、评估、并有计划地偿还。

## 技术债务类型

### 自动化债务

```text
债务表现：
├─ 自动化脚本不稳定
│   ├─ 频繁失败（假阳性）
│   ├─ 执行时间过长
│   └─ 维护成本高
│
├─ 自动化覆盖不足
│   ├─ 核心流程未覆盖
│   ├─ 边界场景未覆盖
│   └─ 异常场景未覆盖
│
├─ 框架问题
│   ├─ 框架版本过旧
│   ├─ 框架设计不合理
│   └─ 框架文档缺失
│
└─ 代码质量
    ├─ 代码重复
    ├─ 代码复杂度高
    └─ 代码可读性差
```

### 测试债务

```text
债务表现：
├─ 用例问题
│   ├─ 用例过时
│   ├─ 用例冗余
│   ├─ 用例覆盖不足
│   └─ 用例维护困难
│
├─ 流程问题
│   ├─ 测试流程不规范
│   ├─ 测试执行不彻底
│   ├─ 缺陷管理混乱
│   └─ 回归测试不充分
│
└─ 环境问题
    ├─ 测试环境不稳定
    ├─ 测试数据不足
    ├─ 测试工具落后
    └─ 测试基础设施薄弱
```

### 架构债务

```text
债务表现：
├─ 可测试性差
│   ├─ 接口不可Mock
│   ├─ 日志不完整
│   ├─ 配置不灵活
│   └─ 数据不可构造
│
├─ 测试架构问题
│   ├─ 分层不清晰
│   ├─ 职责不单一
│   ├─ 扩展性差
│   └─ 可维护性差
│
└─ 集成问题
    ├─ CI/CD集成不完善
    ├─ 报告不规范
    ├─ 监控不完善
    └─ 工具链不统一
```

## 债务评估

### 评估维度

```text
├─ 影响度
│   ├─ 对测试效率的影响
│   ├─ 对测试质量的影响
│   ├─ 对团队士气的影响
│   └─ 对交付速度的影响
│
├─ 紧迫度
│   ├─ 是否阻塞当前工作
│   ├─ 是否影响发布
│   ├─ 是否导致线上问题
│   └─ 是否影响团队效率
│
├─ 解决成本
│   ├─ 人力成本
│   ├─ 时间成本
│   ├─ 风险成本
│   └─ 机会成本
│
└─ 解决收益
    ├─ 效率提升
    ├─ 质量提升
    ├─ 成本降低
    └─ 风险降低
```

### 评估矩阵

| 债务类型 | 影响度 | 紧迫度 | 解决成本 | 解决收益 | 优先级 |
|---------|--------|--

_meta.json

{
  "ownerId": "kn71y9b23csfx0ykgm55d5m9x5891zt8",
  "slug": "qa-tech-debt-management",
  "version": "1.8.0",
  "publishedAt": 1790656133285
}

references/debt-governance.md

# 测试技术债治理详解

> 本文是 `qa-tech-debt-management` 的**测试技术债治理详解**。识别/评估/偿还测试债时读本文；
其余部分留在 SKILL.md，不必读本文。

---


### 治理策略

```text
├─ 立即解决（P0）
│   ├─ 阻塞性问题
│   ├─ 线上问题
│   └─ 效率严重下降
│
├─ 计划解决（P1）
│   ├─ 影响当前迭代
│   ├─ 影响团队效率
│   └─ 风险较高
│
├─ 逐步解决（P2）
│   ├─ 不影响当前工作
│   ├─ 可以规划解决
│   └─ 成本较高
│
└─ 持续监控（P3）
    ├─ 影响较小
    ├─ 成本较高
    └─ 可以接受
```

### 治理方法

```text
自动化债务治理：
├─ 脚本稳定化
│   ├─ 修复假阳性
│   ├─ 优化等待策略
│   ├─ 增加重试机制
│   └─ 改进错误处理
│
├─ 覆盖提升
│   ├─ 补充核心流程
│   ├─ 补充边界场景
│   ├─ 补充异常场景
│   └─ 优化测试数据
│
└─ 框架升级
    ├─ 版本升级
    ├─ 架构优化
    ├─ 文档完善
    └─ 工具统一

测试债务治理：
├─ 用例优化
│   ├─ 清理过时用例
│   ├─ 合并冗余用例
│   ├─ 补充覆盖不足
│   └─ 改进可维护性
│
├─ 流程改进
│   ├─ 规范测试流程
│   ├─ 完善执行标准
│   ├─ 改进缺陷管理
│   └─ 优化回归策略
│
└─ 环境改善
    ├─ 稳定测试环境
    ├─ 补充测试数据
    ├─ 升级测试工具
    └─ 完善基础设施

架构债务治理：
├─ 可测试性改进
│   ├─ 接口Mock化
│   ├─ 日志完善
│   ├─ 配置动态化
│   └─ 数据构造化
│
├─ 架构优化
│   ├─ 分层清晰化
│   ├─ 职责单一化
│   ├─ 扩展性提升
│   └─ 可维护性提升
│
└─ 集成完善
    ├─ CI/CD完善
    ├─ 报告规范化
    ├─ 监控完善
    └─ 工具链统一
```

skill-card.md

## Description:

Helps QA and engineering teams identify test automation and test-asset debt, estimate maintenance and remediation costs, and plan staged repayment.

This skill is ready for commercial/non-commercial use.

## Publisher:

[kokxi](https://clawhub.ai/user/kokxi)

### License/Terms of Use:

MIT-0

## Use Case:

QA practitioners and developers use this skill to inventory automation, testing, and architecture debt, prioritize remediation by impact and cost, and develop repayment and prevention plans.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Broad activation terms may invoke the Chinese-language workflow for unrelated requests.

Mitigation: Confirm the request concerns QA technical debt and that the workflow language suits the team.

Risk: The optional full skill-set install command does not pin a reviewed version.

Mitigation: Verify the source and pin or review the version before running the install command.

Risk: Debt assessments may influence release-blocking or feature-retirement decisions.

Mitigation: Confirm the supporting data and discuss risks with development and product owners before acting.

## Reference(s):

- [Test technical-debt governance guide](references/debt-governance.md)
- [ClawHub skill listing](https://clawhub.ai/kokxi/skills/qa-tech-debt-management)

## Skill Output:

**Output Type(s):** [Text, Guidance]

**Output Format:** [Markdown debt inventory, impact analysis, repayment plan, and prevention strategies]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Reports are written to the workspace; debt items retain related defect or automation-architecture IDs when available.]

## Skill Version(s):

1.8.0 (source: skill metadata and ClawHub release)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

Related agents

Same protocol, similar job.

Github ReposUpdated 2d agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

MCPOPENCLAW
Github ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW
Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW
Github ReposUpdated 7mo agoRank 70

CopilotKit

The Frontend for Agents & Generative UI. React + Angular

OPENCLAW

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/kokxi/skills/qa-tech-debt-management",
      "sourceUrl": "https://clawhub.ai/kokxi/skills/qa-tech-debt-management",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-11T07:55:37.589Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-kokxi-qa-tech-debt-management/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-kokxi-qa-tech-debt-management/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-10-11T07:55:37.589Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "1.1K downloads",
      "href": "https://clawhub.ai/kokxi/qa-tech-debt-management",
      "sourceUrl": "https://clawhub.ai/kokxi/qa-tech-debt-management",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-11T07:55:37.589Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "1.8.0",
      "href": "https://clawhub.ai/kokxi/qa-tech-debt-management",
      "sourceUrl": "https://clawhub.ai/kokxi/qa-tech-debt-management",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-09-29T04:28:53.285Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-kokxi-qa-tech-debt-management/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-kokxi-qa-tech-debt-management/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 1.8.0",
      "description": "**Changelog 1.8.0 — Updates for better debt governance reference and metadata structure:** - Added `references/debt-governance.md` and offloaded detailed治理方法, reducing context bloat on each trigger. - Streamlined and standardized metadata structure in SKILL.md for clearer related-skills, input/output formats, and error guidance. - Updated the loading flow: refers to the new governance reference when identifying or repaying test debt. - Removed obsolete `skill-card.md`; improved license and usage notes. - General polish and clarifications, no core logic changes to workflow or guidance.",
      "href": "https://clawhub.ai/kokxi/qa-tech-debt-management",
      "sourceUrl": "https://clawhub.ai/kokxi/qa-tech-debt-management",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-09-29T04:28:53.285Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 11, 2026.

Sponsored

Ads related to qa-tech-debt-management and adjacent AI workflows.