# Algorithm Engineer Quality Gate

> Quality Gate Workflow

- Skill: `marucie/algorithm-engineer-quality-gate` (Agent Skill)
- Install (CLI): `npx skillmds@latest add marucie/algorithm-engineer-quality-gate`
- Raw SKILL.md: https://api.skillmd.com/api/skills/marucie/algorithm-engineer-quality-gate/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Productivity
- Author: MARUCIE (https://skillmd.com/u/marucie)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/marucie/algorithm-engineer-quality-gate

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# Quality Gate Workflow

## What It Does

Reviews the role artifact for evidence, acceptance criteria, install usefulness, and public-pack neutrality before delivery.

## When To Use

- Use when operating the 算法工程师 pack.
- Use when a concrete artifact, evidence gate, or handoff is required.
- Do not use for generic chat responses.

## Procedure

1. Inspect whether the artifact matches the request.
2. Verify each major claim has evidence or an explicit assumption.
3. Check that the first-use demo would produce a useful artifact.
4. Flag missing tests, sources, or owner handoff.
5. Return ranked blockers and safe fixes.

## Output Contract

- Result first.
- Evidence second.
- Risk third.
- Next action last.

## 是什么

Quality Gate Workflow 用来把 算法工程师 场景里的任务输入转成可执行的流程、检查清单和交付物。

Quality Gate Workflow

它的价值在于让 数据AI职能线 在 Claude Code、Codex、Gemini、Hermes 或 OpenClaw 中复用同一套岗位能力，而不是依赖一次性的聊天提示词。

## 怎么用

1. 明确当前任务目标、输入材料、约束和期望交付物，再加载 `quality-gate`。
2. 按 skill 文档中的流程、检查清单或工具建议执行，优先复用仓库已有规范与真实命令。
3. 把关键判断、风险、验证命令和产出路径记录到当前任务文档或交付说明中。
4. 用最小可证明的检查确认结果有效；发现缺口时回到 skill 清单补齐。

## 架构图

```mermaid
flowchart LR
  A[任务输入] --> B[加载 Quality Gate Workflow]
  B --> C[执行流程与检查清单]
  C --> D[生成交付物与风险记录]
  D --> E[验证结果并沉淀复盘]
```