quality-strategy SKILL.md skillA

quality-strategy from devcodex-labs/devcodex is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add devcodex-labs/devcodex/quality-strategy@git:20260730.6ee304a

Pins git:20260730.6ee304a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
devcodex-labs/devcodex
Path
content/skills/quality-strategy/SKILL.md
Versions recorded
1
Latest version
git:20260730.6ee304a, committed Jul 30, 2026
Size
4,222 bytes
Repository stars
432
License
AGPL-3.0

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。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 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 |
| `CoverageReleaseConfidenceGate` | coverage、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 |
| `ContractMutationCoverageGate` | discriminated 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。
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add devcodex-labs/devcodex/quality-strategy@sha256:027980e6f70b9ee0

The line at the top of this page pins the label git:20260730.6ee304a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_nhtlbbwdmnznzafm.svg)](https://markdownregistry.com/a/art_nhtlbbwdmnznzafm)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 30, 2026.

versioncommittedcommitsizeaudit
git:20260730.6ee304a latest2026-07-30 6ee304a 4,222 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4222 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

devcodex-labs/devcodex · 432 stars · license AGPL-3.0 · pushed 2026-10-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nhtlbbwdmnznzafm
GET https://markdownregistry.com/api/v1/resolve?ref=devcodex-labs/devcodex/quality-strategy
GET https://markdownregistry.com/api/v1/blob/027980e6f70b9ee07c57f1245db59f38ef6676d6881d33ae085703dd74252309

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from devcodex-labs/devcodex

accessibility-i18n SKILL.md skill
devcodex-labs/devcodex · content/skills/accessibility-i18n/SKILL.md · 无障碍与国际化专家 Owner — 当任务涉及可访问性、键盘操作、焦点、屏幕阅读器、ARIA、语言地区、本地化、RTL、翻译资源、用户可见文案或多语言文档时使用;要求把包容性体验和本地化验证绑定到真实用户路径。
git:20260730.6ee304a · audit A · 432 stars
ai-agent-system-architecture SKILL.md skill
devcodex-labs/devcodex · content/skills/ai-agent-system-architecture/SKILL.md · AI Agent 系统架构专家 Owner — 当任务涉及 Agent 路由、工具调用、上下文管理、记忆、状态机、权限、人机协作、可观测性、回放验证或模型辅助治理时使用;要求把 Agent 行为设计成可解释、可恢复、可审计。
git:20260907.36d3d18 · audit A · 432 stars
ai-evaluation-engineering SKILL.md skill
devcodex-labs/devcodex · content/skills/ai-evaluation-engineering/SKILL.md · AI 评测工程专家 Owner — 当任务涉及模型/Prompt 评测、模型选择、黄金集、评分量表、LLM-as-judge、Judge 校准、重复采样、方差、质量-成本-延迟权衡、提示词回归或模型升级回归时使用;要求把概率性结果转化为可复…
git:20260730.6ee304a · audit A · 432 stars
analyze-default SKILL.md skill
devcodex-labs/devcodex · content/skills/analyze-default/SKILL.md · 默认分析工作流规范 — 只读多轮分析、代码事实优先、analyze-lite 关联联查与 PCV 收敛验证
git:20260730.6ee304a · audit A · 432 stars
analyze-research SKILL.md skill
devcodex-labs/devcodex · content/skills/analyze-research/SKILL.md · 技术调研子类型规范 — 技术选型/可行性评估/根因调查,只读工作流
git:20260730.6ee304a · audit A · 432 stars
api-contract-architecture SKILL.md skill
devcodex-labs/devcodex · content/skills/api-contract-architecture/SKILL.md · API 契约架构专家 Owner — 当任务涉及 public API、HTTP/SDK/CLI 契约、版本兼容、错误模型、分页过滤、幂等、Schema、类型、迁移或消费者影响时使用;要求先冻结消费者契约,再设计实现与验证。
git:20261021.9117d5c · audit A · 432 stars
api-verification SKILL.md skill
devcodex-labs/devcodex · content/skills/api-verification/SKILL.md · 接口验证规范 — 双产物(.http + .cjs)生成 + 自动化执行脚本
git:20260730.6ee304a · audit A · 432 stars
architecture-design SKILL.md skill
devcodex-labs/devcodex · content/skills/architecture-design/SKILL.md · 架构设计文档编排 Owner — 当用户要求架构设计、系统设计、技术架构或可指导开发、Review 与任务拆分的完整方案时使用;要求从业务流程反推节点、状态、数据、一致性、异常补偿、ADR 与实施任务。
git:20260917.1dd4525 · audit A · 432 stars
audit-common SKILL.md skill
devcodex-labs/devcodex · content/skills/audit-common/SKILL.md · 审查公共维度 G0~G5 + Profile Freshness Check — 所有 audit 子类型必先执行的基础维度层
git:20261018.fda4337 · audit A · 432 stars
audit-dimensions SKILL.md skill
devcodex-labs/devcodex · content/skills/audit-dimensions/SKILL.md · D1~D25 规范文件审查维度总览 — 规范库/specs 文件专属审查层
git:20261018.fda4337 · audit A · 432 stars
audit-document SKILL.md skill
devcodex-labs/devcodex · content/skills/audit-document/SKILL.md · 通用文档审查维度 DA-1~DA-6 — README/架构文档/开发指南专属审查层
git:20260908.6caf1bf · audit A · 432 stars
audit-execution-guide SKILL.md skill
devcodex-labs/devcodex · content/skills/audit-execution-guide/SKILL.md · 审查执行指南 — 维度优先级分批、定向审查子集、联动检查清单
git:20261017.e96e3c4 · audit A · 432 stars

Every file in devcodex-labs/devcodex

Browse by kind, by grade A, or by owner.