Agent skill

Quality Strategy

by devcodex-labs in devcodex-labs/devcodex

质量策略专家 Owner — 当任务涉及测试策略、验收矩阵、覆盖率、风险分层、回归范围、发布信心、质量度量、测试金字塔或用户要求 QA/质量专家视角时使用;要求用风险驱动选择验证组合。

AGPL-3.0Auto-check passed

Install Quality Strategy

skills CLI
$ npx skills add devcodex-labs/devcodex --skill quality-strategy -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install devcodex-labs/devcodex quality-strategy --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/devcodex-labs/devcodex.git skills-src && mkdir -p .claude/skills && cp -r skills-src/content/skills/quality-strategy .claude/skills/quality-strategy && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
quality-strategy
GitHub stars
439
Token cost
~664 tokens
SKILL.md length
119 words
Files
2
Skills in repo
70
Repo updated
First seen
Licence
AGPL-3.0

At a glance

质量策略专家 Owner — 当任务涉及测试策略、验收矩阵、覆盖率、风险分层、回归范围、发布信心、质量度量、测试金字塔或用户要求 QA/质量专家视角时使用;要求用风险驱动选择验证组合。

  • Works in 6 steps: 建立风险模型:变更面、消费者、失败代价、可回滚性。 → 选择测试组合:静态、单元、集成、API、E2E、场景、负载、pack、发布验证。 → 建立验收矩阵:需求/契约/文档/代码/验证证据。 → …
  • SKILL.md covers 定位, 触发条件, 核心门禁 and 执行步骤, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Quality Strategy is an agent skill from devcodex-labs/devcodex. 质量策略专家 Owner — 当任务涉及测试策略、验收矩阵、覆盖率、风险分层、回归范围、发布信心、质量度量、测试金字塔或用户要求 QA/质量专家视角时使用;要求用风险驱动选择验证组合。

Its SKILL.md is about 660 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `intent.json`).

The repository describes itself as: Intent-driven AI coding workflow runtime for consistent context, skills, approvals, validation, and handoffs across six AI coding hosts. The licence is AGPL-3.0.

Example prompts

  • “/quality-strategy”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. 建立风险模型:变更面、消费者、失败代价、可回滚性。
  2. 选择测试组合:静态、单元、集成、API、E2E、场景、负载、pack、发布验证。
  3. 建立验收矩阵:需求/契约/文档/代码/验证证据。
  4. 设定回归范围和升级条件:targeted、related、full gate;discriminator/条件状态命中时把 mutation matrix 纳入 acceptanceMatrix。
  5. 输出 coverage、known-red、发布信心和残余风险。
  6. 命中独立消费者仓时调用 consumer-validation-engineering,将各适用分母独立纳入 acceptanceMatrix;任一分母 partial/stale 不得汇总为完整或 release-ready。

What it can do on your machine

Read from SKILL.md and the folder at commit 1dd4525. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Quality Strategy loads about 664 tokens when it runs. Until then it costs about 27 tokens; SKILL.md has 119 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~27
When it runs · the whole SKILL.md, loaded when a task matches
~664

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from devcodex-labs/devcodex at commit 1dd4525, republished under its AGPL-3.0 licence (© devcodex-labs). 119 words, ~664 tokens.

Download SKILL.mdSave it as .claude/skills/quality-strategy/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
quality-strategy
description
质量策略专家 Owner — 当任务涉及测试策略、验收矩阵、覆盖率、风险分层、回归范围、发布信心、质量度量、测试金字塔或用户要求 QA/质量专家视角时使用;要求用风险驱动选择验证组合。

Quality Strategy Skill

定位

本 Skill 负责质量策略 Owner 视角。它避免“所有都跑”或“只跑单测”的机械路线,用风险、消费者和发布面决定验证组合。

触发条件

场景是否触发
测试策略、验收矩阵、覆盖率、风险分层、回归计划、发布前质量判断必须
方案影响 public API、runtime、CLI、Hook、文档站、数据、外部集成或安全边界必须
用户要求写测试、压测、复审、发布前检查或质量报告必须
低风险纯文案且已有验证路线N/A + skipReason

核心门禁

Gate要求证据
QualityStrategyGate风险模型、测试组合、验收矩阵、回归范围、覆盖率和发布信心必须明确riskModel、acceptanceMatrix
RiskBasedTestPyramidGate测试类型按风险选择,不用单一测试替代全链testPyramid
AcceptanceMatrixGate需求、契约、用户文档和技术验证必须可追踪acceptanceMatrix
RegressionScopeGate回归范围、相关 suite 和 full gate 升级条件必须清楚regressionScope
CoverageReleaseConfidenceGatecoverage、known-red、发布信心和残余风险必须单独判断coverageGate、releaseConfidence
ExternalConsumerValidationConfidenceGate公共包存在独立消费者仓或跨仓完整声明时,发布信心必须消费身份链、多分母和新鲜度状态consumerValidationConfidence
ContractMutationCoverageGatediscriminated contract 与条件状态必须有 sibling-field injection、required-evidence deletion/reversal 和 schema/semantic 双层结果contractMutationCoverage

执行步骤

  1. 建立风险模型:变更面、消费者、失败代价、可回滚性。
  2. 选择测试组合:静态、单元、集成、API、E2E、场景、负载、pack、发布验证。
  3. 建立验收矩阵:需求/契约/文档/代码/验证证据。
  4. 设定回归范围和升级条件:targeted、related、full gate;discriminator/条件状态命中时把 mutation matrix 纳入 acceptanceMatrix。
  5. 输出 coverage、known-red、发布信心和残余风险。
  6. 命中独立消费者仓时调用 consumer-validation-engineering,将各适用分母独立纳入 acceptanceMatrix;任一分母 partial/stale 不得汇总为完整或 release-ready。

输出字段

markdown
## QualityStrategyGate

| 字段 | 内容 |
|------|------|
| riskModel | 变更风险、消费者、失败代价 |
| testPyramid | 测试组合和层级 |
| acceptanceMatrix | 需求/契约/文档/代码/验证映射 |
| regressionScope | targeted/related/full gate 范围 |
| coverageGate | coverage 脚本、阈值、状态、skipReason |
| releaseConfidence | 发布信心、残余风险、阻断条件 |
| consumerValidationConfidence | repository binding、identity freshness、denominator states、cross-repo CI、release decision |
| contractMutationCoverage | variant/state matrix、mutations executed/blocked/escaped、schema-semantic parity |
| evidenceMatrix | 判断 -> 命令 / 测试 / 覆盖率 / 构建 / pack / CI |

反模式

反模式修正
用“单测通过”替代覆盖率或发布信心单独执行 CoverageGateDecision
高风险 runtime 只跑 targeted按 RiskBasedValidationLadder 升级
低风险文案跑重 E2E用 VerificationScopeBudgetGate 降级
验收标准散落在报告里建 acceptanceMatrix

与其他 Skill 的关系

  • test-router:质量策略为 TestRoute 提供风险和验证组合。
  • release-verification:发布前质量信心进入 R0~R7。
  • review-checklist:复审清单要绑定 acceptanceMatrix 和证据。
  • consumer-validation-engineering:提供跨仓身份、多分母和新鲜度证据;质量策略不得把缺失分母静默降级。

© devcodex-labs, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in content/skills/quality-strategy of devcodex-labs/devcodex.

  • SKILL.md
  • intent.json

Open the folder on GitHubat commit 1dd4525

Compare with similar skills

Quality Strategy next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Quality Strategy compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Quality Strategy this skilldevcodex-labs/devcodex439—~664Automated safety check: PassAGPL-3.0
Agile Product Ownerdavila7/claude-code-templates32k2 repos~256Automated safety check: PassMIT
Agile Product Owneralirezarezvani/claude-skills28k3 repos~3.2kAutomated safety check: PassMIT
Super Product Ownersyahiidkamil/Software-Engineer-AI-Agent-Atlas401—~7.9kAutomated safety check: PassNone
Find Lead Account Ownerzapier/gtm-cheat-codes342—~275Automated safety check: PassMIT
Owner VoiceAnastasiyaW/codex-claude-code-config154—~874Automated safety check: NotesMIT

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Questions about Quality Strategy

What does Quality Strategy do?

质量策略专家 Owner — 当任务涉及测试策略、验收矩阵、覆盖率、风险分层、回归范围、发布信心、质量度量、测试金字塔或用户要求 QA/质量专家视角时使用;要求用风险驱动选择验证组合。. Quality Strategy is an agent skill from devcodex-labs/devcodex.

How do I install Quality Strategy in Claude Code?

Run `npx skills add devcodex-labs/devcodex --skill quality-strategy -a claude-code`. Or copy the skill folder (content/skills/quality-strategy in devcodex-labs/devcodex) into .claude/skills/quality-strategy in your project. Claude Code loads it when a task matches its description.

How do I install Quality Strategy in Codex?

Run `npx skills add devcodex-labs/devcodex --skill quality-strategy -a codex`. Or copy the skill folder (content/skills/quality-strategy in devcodex-labs/devcodex) into .agents/skills/quality-strategy in your project. Codex loads it when a task matches its description.

Can I use Quality Strategy in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add devcodex-labs/devcodex --skill quality-strategy -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/quality-strategy, .gemini/skills/quality-strategy, .github/skills/quality-strategy and .opencode/skills/quality-strategy in your project.

What does Quality Strategy need to run?

SKILL.md names no scripts, command-line tools or credentials: Quality Strategy is instructions for the agent only.

Does Quality Strategy access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Quality Strategy safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Quality Strategy use?

Quality Strategy is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Quality Strategy use?

About 664 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Quality Strategy?

Skills that share tags, products or a category with Quality Strategy: Agile Product Owner (davila7/claude-code-templates, 32k stars), Agile Product Owner (alirezarezvani/claude-skills, 28k stars), Super Product Owner (syahiidkamil/Software-Engineer-AI-Agent-Atlas, 401 stars) and Find Lead Account Owner (zapier/gtm-cheat-codes, 342 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Quality Strategy?

devcodex-labs (a GitHub organization) maintains it in devcodex-labs/devcodex, which has 439 GitHub stars. The repository holds 70 skills in this directory. The repository was last updated on September 17, 2026.

Source: devcodex-labs/devcodex on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.