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Agent Skill · 研究检索

symmetric-dogfooding(对称测试)

symmetric-dogfooding 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 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。

symmetric-dogfooding 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 37,555。

总安装 1,714周安装 70GitHub Stars 38下载 549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
unknown

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:symmetric-dogfooding(对称测试)
来源仓库:https://github.com/terrylica/cc-skills
仓库路径:skills/symmetric-dogfooding
安装命令:
npx skills add https://github.com/terrylica/cc-skills --skill symmetric-dogfooding
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 npx skills 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。

skills.shnpx skills
npx skills add https://github.com/terrylica/cc-skills --skill symmetric-dogfooding

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。

symmetric-dogfooding 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词快速定位候选结果时使用。适用于产品测试、内部反馈收集或功能验证等研究检索类任务场景。通过关键词、任务描述或来源线索触发检索,返回结构化候选信息供进一步核验。

安装命令为 npx skills add https://github.com/terrylica/cc-skills --skill symmetric-dogfooding。使用前建议确认权限范围、维护状态,以及是否会触发联网或文件读写操作。

来源仓库内路径:skills/symmetric-dogfooding

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 Codex、Claude、Cursor、Gemini CLI;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 npx skills add https://github.com/terrylica/cc-skills --skill symmetric-dogfoodi…;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

    它需要需要联网,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

symmetric-dogfooding 怎么安装?

在终端执行 npx skills add https://github.com/terrylica/cc-skills --skill symmetric-dogfooding。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

symmetric-dogfooding 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。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。

symmetric-dogfooding 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

symmetric-dogfooding 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

symmetric-dogfooding 用的人多吗?

公开数据是累计安装 1,714 次,近一周安装 70 次,下载 549 次,GitHub 38 星。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。

symmetric-dogfooding 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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 Codex,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。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 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
symmetric-dogfooding

对称测试 · 本页

1,71438需要联网未明确有提醒

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

Symmetric Dogfooding

Bidirectional integration validation pattern where two repositories each consume the other for testing, ensuring both sides work correctly together before downstream adoption.

Self-Evolving Skill: This skill improves through use. If instructions are wrong, parameters drifted, or a workaround was needed — fix this file immediately, don't defer. Only update for real, reproducible issues.

Pattern Overview

┌─────────────────────────────────────────────────────────────────┐
│                    SYMMETRIC DOGFOODING                         │
│                                                                 │
│        Repo A ◄─────── mutual validation ───────► Repo B        │
│                                                                 │
│   EXPORTS:                              EXPORTS:                │
│   - Library/API                         - Library/API           │
│   - Data structures                     - Data structures       │
│                                                                 │
│   VALIDATES WITH:                       VALIDATES WITH:         │
│   - Repo B real outputs                 - Repo A real outputs   │
│   - Production-like data                - Production-like data  │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

When to Use This Skill

Use this skill when:

  • Two repos have a producer/consumer relationship
  • APIs evolve independently and need integration testing
  • Data formats may drift between repos
  • Both repos are actively developed

TodoWrite Task Templates

Template A: Setup Symmetric Dogfooding Between Two Repos

1. Identify integration surface (exports from A consumed by B and vice versa)
2. Document data formats, schemas, API signatures at boundary
3. Configure cross-repo dev dependencies in both repos
4. Pin versions explicitly (tags or SHAs, never main)
5. Create integration/ test directory in both repos
6. Write bidirectional validation tests (A validates with B outputs, B validates with A outputs)
7. Add validation tasks to mise.toml or Makefile
8. Document pre-release protocol in both CLAUDE.md files
9. Run full symmetric validation to verify setup
10. Verify against Symmetric Dogfooding Checklist below

Template B: Pre-Release Validation

1. Run validate:symmetric task in releasing repo
2. Check if other repo has pending changes affecting integration
3. If yes, test against other repo's feature branch
4. Document any failures in validation log
5. Fix integration issues before release
6. Update version pins after successful validation
7. Coordinate if breaking changes require simultaneous release
8. Verify against Symmetric Dogfooding Checklist below

Template C: Add New Integration Point

1. Identify new export/import being added
2. Update integration surface documentation
3. Add tests in both repos for new integration point
4. Run symmetric validation in both directions
5. Update version pins if needed
6. Verify against Symmetric Dogfooding Checklist below

Symmetric Dogfooding Checklist

After ANY symmetric dogfooding work, verify:

  • Both repos have integration tests that import the other
  • Version pins are explicit (tags or commit SHAs)
  • Pre-release checklist includes cross-repo validation
  • Integration tests use real data (not mocks of the other repo)
  • Breaking changes coordination documented
  • Validation task runnable via single command

Post-Change Checklist (Self-Maintenance)

After modifying THIS skill:

  1. Templates cover common symmetric dogfooding scenarios
  2. Checklist reflects current best practices
  3. Example in references/ still accurate
  4. Append changes to evolution-log.md

Implementation Guide

Phase 1: Discovery and Mapping

Identify the integration surface:

  • List all exports from Repo A consumed by Repo B
  • List all exports from Repo B consumed by Repo A
  • Document data formats, schemas, API signatures

Map validation scenarios:

  • What real-world data from B can validate A outputs?
  • What real-world data from A can validate B outputs?
  • Identify edge cases that only appear in production usage

Phase 2: Dependency Configuration

Configure cross-repo dev dependencies:

Python (uv/pip):

# Repo A pyproject.toml
[project.optional-dependencies]
validation = ["repo-b"]

[tool.uv.sources]
repo-b = { git = "https://github.com/org/repo-b", tag = "<tag>" }  # SSoT-OK
# Repo B pyproject.toml
[project.optional-dependencies]
validation = ["repo-a"]

[tool.uv.sources]
repo-a = { git = "https://github.com/org/repo-a", tag = "<tag>" }  # SSoT-OK

Rust (Cargo):

[dev-dependencies]
repo-b = { git = "https://github.com/org/repo-b", tag = "<tag>" }  # SSoT-OK

Node.js:

{
  "devDependencies": {
    "repo-b": "github:org/repo-b#<tag>"
  }
}

Critical: Pin to tags or commit SHAs. Never use main/master branches.

Phase 3: Test Infrastructure

Directory structure in both repos:

repo-a/
└── tests/
    ├── unit/              # Internal tests
    └── integration/       # Tests using repo-b real outputs
        └── test_with_repo_b.py

repo-b/
└── tests/
    ├── unit/              # Internal tests
    └── integration/       # Tests using repo-a real outputs
        └── test_with_repo_a.py

Bidirectional validation test pattern:

# repo-a/tests/integration/test_with_repo_b.py
"""Validate Repo A outputs work correctly with Repo B inputs."""

def test_a_output_consumed_by_b():
    # Generate output using Repo A
    a_output = repo_a.generate_data()

    # Feed to Repo B - should work without errors
    b_result = repo_b.process(a_output)

    # Validate the round-trip
    assert b_result.is_valid()

Phase 4: Task Automation

mise.toml example:

[tasks."validate:symmetric"]
description = "Validate against partner repo"
run = """
uv sync --extra validation
uv run pytest tests/integration/ -v
"""

[tasks."validate:pre-release"]
description = "Full validation before release"
depends = ["test:unit", "validate:symmetric"]

Phase 5: Pre-Release Protocol

Before releasing Repo A:

  1. Run validate:symmetric in Repo A (tests against current Repo B)
  2. If Repo B has pending changes, test against Repo B branch too
  3. Update version pins after successful validation

Before releasing Repo B:

  1. Run validate:symmetric in Repo B (tests against current Repo A)
  2. If Repo A has pending changes, test against Repo A branch too
  3. Update version pins after successful validation

Coordinating breaking changes:

  • If A needs to break compatibility, update B first
  • If B needs to break compatibility, update A first
  • Consider simultaneous releases for tightly coupled changes

Anti-Patterns

Anti-PatternProblemSolution
One-direction onlyMisses half the bugsAlways test both directions
Using main branchUnstable, breaks randomlyPin to tags or SHAs
Skipping for small changesSmall changes cause big breaksAlways run full validation
Mocking partner repoDefeats the purposeUse real imports
Ignoring version matrixSilent production failuresMaintain compatibility matrix

References

External:


Troubleshooting

IssueCauseSolution
Dependency resolution failsVersion pin outdatedUpdate tag/SHA pin to latest stable version
Tests pass locally fail CIDifferent partner repo versionPin exact same version in both environments
Breaking change not caughtOne-direction testing onlyRun validate:symmetric in BOTH repos
Integration surface unclearUndocumented exportsMap all imports/exports before setting up tests
Too many parts movingUncoordinated releasesCoordinate breaking changes, test branches first
Mock data hiding bugsUsing stubs instead of realAlways import real partner repo for integration
Version matrix explosionToo many combinationsLimit support to N-1 versions, document clearly
Circular dependencyBoth repos require each otherUse optional-dependencies for validation only

Post-Execution Reflection

After this skill completes, reflect before closing the task:

  1. Locate yourself. — Find this SKILL.md's canonical path before editing.
  2. What failed? — Fix the instruction that caused it.
  3. What worked better than expected? — Promote to recommended practice.
  4. What drifted? — Fix any script, reference, or dependency that no longer matches reality.
  5. Log it. — Evolution-log entry with trigger, fix, and evidence.

Do NOT defer. The next invocation inherits whatever you leave behind.

平台分布

Codex

35.24%
按下载量换算193

Claude

30.34%
按下载量换算167

Cursor

18.8%
按下载量换算103

Gemini CLI

9.83%
按下载量换算54

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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