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KimYx0207/Kim_Service

面向 Claude Code、Codex 等 AI 编码助手的 Hook 与 Agent Skill 开源合集。

CodexEngineering

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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skills/agent-teams-playbook/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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skills/find-skill/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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skills/goalpro/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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skills/kim-decision/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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skills/kim-decision/docs/zh-CN/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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skills/memory-3layer/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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skills/meta-skill-creator/SKILL.md

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skills/semgrep-skill/SKILL.md

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skills/xiaohongshu-skill/SKILL.md

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tools/claudecode-codex-gemini/host/claude/skills/kim-orchestrator/SKILL.md

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View on GitHubAdd to my skills

Verified commit ce928a10f9a4d874aea7afd4b878da5f28594eba

git clone --filter=blob:none --no-checkout https://github.com/KimYx0207/Kim_Service.git .hotskills/kimyx0207-kim_service && git -C .hotskills/kimyx0207-kim_service checkout --detach ce928a10f9a4d874aea7afd4b878da5f28594eba # Copy each selected skill directory from .hotskills/kimyx0207-kim_service into .agents/skills/<skill-name>/
182GitHub stars
5stars in 7 days
10skills in this repository
23commits in 30 days

Heat

6.7
  • Star growth, last 7 daysNot available
  • Star growth, last 24 hoursNot available
  • Rank movement, last 7 daysNot available
  • Commits, last 30 daysNot available
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekNot available

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Oct 25, 2026Nov 7, 2026182

30-day change not yet available: not enough history.

Individual skills in this repository

How it works

agent-teams-playbook

When your agent uses it

Cross-runtime playbook for multi-agent collaboration, agent teams, swarm orchestration, parallel task distribution, capability discovery, and quality gates on Claude Code, Codex, OpenClaw, and Cursor. Use for 多agent、agent协作、agent编排、并行agent、分工协作、拉团队、多代理协作 or complex work needing independent roles and review. Map the six-stage workflow to the active host's actual capabilities; report sequential degradation when parallel agents are unavailable.

What it loads into context

Frontmatter

123 tokens

Always available to the agent

SKILL.md

5,214 tokens

When the skill is activated

Reference documents

7,296 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. 跨平台兼容层（新增，不替代原流程）
  2. Codex 宿主 profiles（薄适配）
  3. 适用 vs 不适用
  4. 用户可见性铁律
  5. 场景决策树
  6. 5大编排场景
  7. 协作模式
  8. 6阶段工作流（含强制规划和按需能力发现）
  9. 执行底线
  10. 故障处理

Scripts executed separately

  • scripts/install.sh
  • tests/runtime-contracts.test.mjs
  • tests/test_installer.py

Files

  • .gitattributesasset117 bytes
  • .gitignoreasset474 bytes
  • CHANGELOG.mddoc1,850 bytes
  • LICENSEasset1,066 bytes
  • NOTICEasset94 bytes
  • README.mddoc17,125 bytes
  • README_EN.mddoc10,526 bytes
  • SKILL.mdcore19,299 bytes
  • capability.jsonasset3,207 bytes
  • images/二维码基础款.pngasset845,244 bytes
  • images/微信.jpgasset71,493 bytes
  • images/支付宝.jpgasset166,601 bytes
  • scripts/install.shruns16,789 bytes
  • tests/fixtures/codex-host-profiles.jsonasset2,709 bytes
  • tests/runtime-contracts.test.mjsruns7,760 bytes
  • tests/test_installer.pyruns12,653 bytes
Read SKILL.md

# Agent Teams 编排手册

本 Skill 为调用方提供多 Agent 分工、执行和质量检查建议。宿主协调器负责角色边界、过程与最终交付；在 Meta_Kim 中，Router、跨组件状态机和最终验收仍由 Meta_Kim 负责，本包不接管这些职责。

> **核心理解（铁律）**：Agent Teams 是"并行处理 + 结果汇总"模式，不是扩大单个 agent 的上下文窗口。每个 teammate 是独立的执行单元，拥有独立上下文，可以并行处理大量信息，但最终需要将结果汇总压缩后返回主会话。

## 跨平台兼容层（新增，不替代原流程）

本 Skill 的完整 6 阶段工作流、按需能力解析、Agent → Skill 委派模式、质量把关和故障处理规则仍然保留。四个平台的差异只影响"用什么工具执行"，不影响"是否执行这些阶段"。

先识别当前平台，再把下列抽象动作映射到平台原生能力。不要在非 Claude Code 平台原样承诺 `Task`、`TeamCreate`、`SendMessage` 或 `Skill(...)` 一定存在；也不要因为平台工具名不同而跳过阶段0-5。

| 抽象动作 | Claude Code | Codex | OpenClaw | Cursor |
|------|------|------|------|------|
View the complete source on GitHub

Skills included

  • agent-teams-playbook
  • find-skill
  • goalpro
  • kim-decision
  • memory-3layer
  • meta-skill-creator
  • semgrep-skill
  • xiaohongshu-skill
  • kim-orchestrator

Repository facts

License
MIT
Created
Feb 14, 2026
Last pushed
Nov 6, 2026
Forks
52
Open issues
0
Project activity
Active

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 4, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 23 notes
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Show all 265 signals by file

skills/agent-teams-playbook/.gitignore

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    [Credential-related source omitted]

skills/agent-teams-playbook/README.md

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    [![GitHub stars](https://img.shields.io/github/stars/KimYx0207/Kim_Service?style=social)](https://github.com/KimYx0207/Kim_Service)
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    [![GitHub forks](https://img.shields.io/github/forks/KimYx0207/Kim_Service?style=social)](https://github.com/KimYx0207/Kim_Service)
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    [![License](https://img.shields.io/badge/license-MIT-blue.svg)](https://github.com/KimYx0207/Kim_Service)
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    [![Version](https://img.shields.io/badge/version-4.8.0-green.svg)](https://github.com/KimYx0207/Kim_Service)
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    [![Runtime](https://img.shields.io/badge/runtimes-Claude%20Code%20%7C%20Codex%20%7C%20OpenClaw%20%7C%20Cursor-blue.svg)](https://github.com/KimYx0207/Kim_Service)
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    > 老金的开源知识库，实时更新群二维码：https://my.feishu.cn/wiki/OhQ8wqntFihcI1kWVDlcNdpznFf
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    # 克隆仓库 git clone https://github.com/KimYx0207/Kim_Service.git
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    git clone https://github.com/KimYx0207/Kim_Service.git

skills/agent-teams-playbook/README_EN.md

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    [![GitHub stars](https://img.shields.io/github/stars/KimYx0207/Kim_Service?style=social)](https://github.com/KimYx0207/Kim_Service)
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    [![GitHub forks](https://img.shields.io/github/forks/KimYx0207/Kim_Service?style=social)](https://github.com/KimYx0207/Kim_Service)
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    [![License](https://img.shields.io/badge/license-MIT-blue.svg)](https://github.com/KimYx0207/Kim_Service)
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    [![Version](https://img.shields.io/badge/version-4.8.0-green.svg)](https://github.com/KimYx0207/Kim_Service)
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    [![Runtime](https://img.shields.io/badge/runtimes-Claude%20Code%20%7C%20Codex%20%7C%20OpenClaw%20%7C%20Cursor-blue.svg)](https://github.com/KimYx0207/Kim_Service)
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    git clone https://github.com/KimYx0207/Kim_Service.git

skills/agent-teams-playbook/SKILL.md

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    参考：[OpenAI Codex schema 快照](https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs)（2026-10-02 核验，V1/V2 与字段开关并存）；[Agent Skills 格式规范](https://agentskills.io/specifi

skills/agent-teams-playbook/scripts/install.sh

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    #!/usr/bin/env bash
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    rm -rf "$TX_STAGE"
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    local package_subdir     package_subdir="$(package_subdir_for_target "${target}")"     local base_url="https://raw.githubusercontent.com/${GITHUB_REPO}/${GITHUB_BRANCH}/${GITHUB_COMPONENT_PATH}"
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    package_subdir="$(package_subdir_for_target "${target}")"     local base_url="https://raw.githubusercontent.com/${GITHUB_REPO}/${GITHUB_BRANCH}/${GITHUB_COMPONENT_PATH}"     if [ -n "${package_subdir}" ]; then
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    local base_url="https://raw.githubusercontent.com/${GITHUB_REPO}/${GITHUB_BRANCH}/${GITHUB_COMPONENT_PATH}"
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    # Determine download command (curl with fallback to wget)
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    if command -v curl &> /dev/null; then
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    download_cmd="curl"         print_info "Using curl for downloads"     elif command -v wget &> /dev/null; then
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    print_info "Using curl for downloads"
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    elif command -v wget &> /dev/null; then
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    download_cmd="wget"         print_info "Using wget for downloads"     else
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    print_info "Using wget for downloads"
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    else         print_error "Neither curl nor wget found. Please install one of them."         exit 1
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    print_error "Neither curl nor wget found. Please install one of them."
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    if [ "$download_cmd" = "curl" ]; then
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    if curl -fsSL -o "${output}" "${url}"; then
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    fi         else             if wget -q -O "${output}" "${url}"; then
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    else             if wget -q -O "${output}" "${url}"; then                 print_success "${file} downloaded successfully"
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    if wget -q -O "${output}" "${url}"; then

skills/agent-teams-playbook/tests/fixtures/codex-host-profiles.json

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    },     "evidence": "static-schema-projection; not live-host or model verification",     "source": "https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs",
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    "evidence": "static-schema-projection; not live-host or model verification",     "source": "https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs",     "observedA
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    "source": "https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs",
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    },     "evidence": "static-schema-projection; not live-host or model verification",     "source": "https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs",
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    "evidence": "static-schema-projection; not live-host or model verification",     "source": "https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs",     "observedA
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    "source": "https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs",
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    },     "evidence": "static-schema-projection; not live-host or model verification",     "source": "https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs",
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    "evidence": "static-schema-projection; not live-host or model verification",     "source": "https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs",     "observedA
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    "source": "https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs",
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    },     "evidence": "static-schema-projection; not live-host or model verification",     "source": "https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs",
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    "evidence": "static-schema-projection; not live-host or model verification",     "source": "https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs",     "observedA
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    "source": "https://github.com/openai/codex/blob/ca466061d64f0b44f416135c7fd06aa7af850bbc/codex-rs/core/src/tools/handlers/multi_agents_spec.rs",

skills/agent-teams-playbook/tests/runtime-contracts.test.mjs

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skills/agent-teams-playbook/tests/test_installer.py

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    Executable file
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    [Credential-related source omitted]

skills/find-skill/README.md

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    > 🔗 **Current package**: [KimYx0207/Kim_Service · skills/find-skill](https://github.com/KimYx0207/Kim_Service/tree/main/skills/find-skill)
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    [![GitHub stars](https://img.shields.io/github/stars/KimYx0207/Kim_Service?style=social)](https://github.com/KimYx0207/Kim_Service)
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    [![GitHub forks](https://img.shields.io/github/forks/KimYx0207/Kim_Service?style=social)](https://github.com/KimYx0207/Kim_Service)
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    [![License](https://img.shields.io/badge/license-MIT-blue.svg)](./LICENSE)
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    A Windows-compatible fork of [vercel-labs/skills find-skills](https://github.com/vercel-labs/skills) that fixes the empty output issue in Claude Code on Windows.
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    git clone --depth 1 https://github.com/KimYx0207/Kim_Service.git
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    - Original skill: [vercel-labs/skills](https://github.com/vercel-labs/skills)
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    - Legacy source snapshot: [KimYx0207/findskill](https://github.com/KimYx0207/findskill) (provenance only)
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    - Windows fix & enhancements: [@KimYx0207](https://github.com/KimYx0207)

skills/find-skill/README_CN.md

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    > 🔗 **当前发布包**: [KimYx0207/Kim_Service · skills/find-skill](https://github.com/KimYx0207/Kim_Service/tree/main/skills/find-skill)
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    [![GitHub stars](https://img.shields.io/github/stars/KimYx0207/Kim_Service?style=social)](https://github.com/KimYx0207/Kim_Service)
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    [![GitHub forks](https://img.shields.io/github/forks/KimYx0207/Kim_Service?style=social)](https://github.com/KimYx0207/Kim_Service)
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    [![License](https://img.shields.io/badge/license-MIT-blue.svg)](./LICENSE)
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    这是 [vercel-labs/skills find-skills](https://github.com/vercel-labs/skills) 的 Windows 兼容版本，修复了在 Claude Code on Windows 中搜索无输出的问题。
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    git clone --depth 1 https://github.com/KimYx0207/Kim_Service.git
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    - 原版：[vercel-labs/skills](https://github.com/vercel-labs/skills)
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    - 旧导入快照：[KimYx0207/findskill](https://github.com/KimYx0207/findskill)（仅作为 provenance）
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    - Windows 修复及增强：[@KimYx0207](https://github.com/KimYx0207)

skills/find-skill/SKILL.md

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    **Browse skills at:** https://skills.sh/
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    Learn more: https://skills.sh/vercel-labs/agent-skills/vercel-react-best-practices
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    **Original skill by Vercel Labs:** https://github.com/vercel-labs/skills
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    **Windows fix and enhancements by:** https://github.com/KimYx0207/findskill

skills/find-skill/tests/find-skill.behavior.test.mjs

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    Executable file

skills/goalpro/.gitignore

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    [Credential-related source omitted]

skills/goalpro/README.md

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    <p>   <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Runtime" src="https://img.shields.io/badge/runtime-Claude%20Code%20%7C%20Codex-111827"/></a>
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    <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Runtime" src="https://img.shields.io/badge/runtime-Claude%20Code%20%7C%20Codex-111827"/></a>
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    <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Skill" src="https://img.shields.io/badge/type-Agent%20Skill-2563eb"/></a>
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    <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Language" src="https://img.shields.io/badge/language-中文-16a34a"/></a>
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    <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Status" src="https://img.shields.io/badge/status-active-7c3aed"/></a>
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    GitHub <a href="https://github.com/KimYx0207">KimYx0207</a> |
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    X <a href="https://x.com/KimYx0207">@KimYx0207</a> |
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    官网 <a href="https://www.aiking.dev/">aiking.dev</a> |
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    飞书知识库： <a href="https://my.feishu.cn/wiki/OhQ8wqntFihcI1kWVDlcNdpznFf">长期更新入口</a>
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    <a href="https://my.feishu.cn/wiki/OhQ8wqntFihcI1kWVDlcNdpznFf">长期更新入口</a>

skills/goalpro/references/source-rules.md

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    - YAO Meta Skill: https://github.com/yaojingang/yao-meta-skill
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    - Agent Skills spec: https://agentskills.io/specification
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    - Agent Skills best practices: https://agentskills.io/skill-creation/best-practices
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    - OpenAI Codex prompting and goals: https://developers.openai.com/codex/prompting
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    - OpenAI Codex follow goals: https://developers.openai.com/codex/use-cases/follow-goals
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    - OpenAI Codex automations: https://developers.openai.com/codex/app/automations
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    - OpenAI Codex skills best practices: https://developers.openai.com/codex/skills
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    - OpenAI ChatGPT tasks: https://help.openai.com/en/articles/10291617-tasks-in-chatgpt
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    - OpenAI Deep Research API: https://developers.openai.com/api/docs/guides/deep-research
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    - OpenAI Deep Research cookbook: https://developers.openai.com/cookbook/examples/deep_research_api/introduction_to_deep_research_api
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    - OpenAI Academy Deep Research guide: https://academy.openai.com/public/clubs/work-users-ynjqu/resources/integrating-deep-research-into-your-workflow-2026-05-29
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    - Claude Code skills: https://code.claude.com/docs/en/skills
  • Network accessline 189
    - Claude Agent Skills overview: https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview
  • Network accessline 190
    - Claude Agent Skills best practices: https://platform.claude.com/docs/en/agents-and-tools/agent-skills/best-practices
  • Network accessline 191
    - Anthropic skill-creator: https://docs.anthropic.com/en/docs/claude-code/skill-creator
  • Network accessline 192
    - Anthropic Building Effective Agents: https://www.anthropic.com/engineering/building-effective-agents
  • Network accessline 193
    - Anthropic agent evaluation: https://www.anthropic.com/engineering/demystifying-evals-for-ai-agents
  • Network accessline 194
    - OpenAI iterative repair loops: https://developers.openai.com/cookbook/examples/codex/build_iterative_repair_loops_with_codex
  • Network accessline 195
    - OpenAI agent improvement loop: https://developers.openai.com/cookbook/examples/agents_sdk/agent_improvement_loop
  • Network accessline 196
    - Reflexion paper: https://arxiv.org/abs/2303.11366
  • Network accessline 197
    - Self-Refine: https://selfrefine.info/
  • Network accessline 198
    - PRISMA 2020: https://www.prisma-statement.org/prisma-2020
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    - GRADE approach: https://www.gradeworkinggroup.org/
  • Network accessline 200
    - AGENTS.md format: https://github.com/agentsmd/agents.md
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    - Addy Osmani agent-skills: https://github.com/addyosmani/agent-skills
  • Network accessline 202
    - mgechev skills-best-practices: https://github.com/mgechev/skills-best-practices
  • Network accessline 203
    - ykdojo Claude Code tips: https://github.com/ykdojo/claude-code-tips
  • Network accessline 204
    - ching-kuo claude-codex workflow: https://github.com/ching-kuo/claude-codex
  • Network accessline 205
    - shinpr codex-workflows: https://github.com/shinpr/codex-workflows
  • Network accessline 206
    - OpenAI Codex plan/spec discussion: https://github.com/openai/codex/discussions/7355
  • Network accessline 207
    - Reddit AGENTS.md practice thread: https://www.reddit.com/r/ChatGPTCoding/comments/1nwe5nz/my_agentsmd/
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    - Reddit large-codebase agent workflow thread: https://www.reddit.com/r/ClaudeCode/comments/1rwojpn/best_approach_to_use_ai_agents_claude_code_codex/
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    - Reddit Claude.md / skills / agents structure thread: https://www.reddit.com/r/ClaudeCode/comments/1qub3fm/best_practices_project_structure_ie_interplay/
  • Network accessline 210
    - Reddit goal-driven CLAUDE.md thread: https://www.reddit.com/r/ClaudeAI/comments/1t89g1j/best_claudemd_files_for_claude_code/
  • Network accessline 211
    - X workflow signal, scoped workflows: https://x.com/trq212/status/2061907538741006796
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    - X plan artifact signal: https://x.com/derrickcchoi/status/2031023512534634758
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    - X smallest verification signal: https://x.com/PaulSolt/article/2040132557983936772
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    - X plan-validate-execute signal: https://x.com/nurijanian/article/2060672098050490380

skills/goalpro/tests/behavior.test.mjs

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skills/goalpro/tests/boundary.test.mjs

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skills/goalpro/tests/governance.test.mjs

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skills/kim-decision/LICENSE-APACHE

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    Apache License Version 2.0, January 2004 https://www.apache.org/licenses/
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    https://www.apache.org/licenses/

skills/kim-decision/README.md

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    <p>   <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Runtime" src="https://img.shields.io/badge/runtime-Claude%20Code%20%7C%20Codex-111827"/></a>
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    <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Runtime" src="https://img.shields.io/badge/runtime-Claude%20Code%20%7C%20Codex-111827"/></a>
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    <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Skill" src="https://img.shields.io/badge/type-Agent%20Skill-7c3aed"/></a>
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    <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Stars" src="https://img.shields.io/github/stars/KimYx0207/Kim_Service?style=flat&logo=github"/></a>
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    <a href="https://github.com/KimYx0207/Kim_Service"><img alt="License" src="https://img.shields.io/badge/license-MIT%20OR%20Apache--2.0-green"/></a>
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    | Item | Value | |------|-------| | GitHub repository | [KimYx0207/Kim_Service](https://github.com/KimYx0207/Kim_Service/tree/main/skills/kim-decision) |
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    |------|-------| | GitHub repository | [KimYx0207/Kim_Service](https://github.com/KimYx0207/Kim_Service/tree/main/skills/kim-decision) | | Local development path | This component directory in the cloned repository |
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    | GitHub repository | [KimYx0207/Kim_Service](https://github.com/KimYx0207/Kim_Service/tree/main/skills/kim-decision) |
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    The former [KimYx0207/Kim_Decision](https://github.com/KimYx0207/Kim_Decision) repository is retained as historical provenance. Current installation, maintenance, and collection releases use `skills/kim-decision/` in Kim_Service.
  • Network accessline 251
    GitHub <a href="https://github.com/KimYx0207">KimYx0207</a> |
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    X <a href="https://x.com/KimYx0207">@KimYx0207</a> |
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    Website <a href="https://www.aiking.dev/">aiking.dev</a> |
  • Network accessline 256
    Feishu knowledge base: <a href="https://my.feishu.cn/wiki/OhQ8wqntFihcI1kWVDlcNdpznFf">long-term updates</a>
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    <a href="https://my.feishu.cn/wiki/OhQ8wqntFihcI1kWVDlcNdpznFf">long-term updates</a>
  • Network accessline 279
    - Paper: <https://zenodo.org/records/18957649>

skills/kim-decision/README.zh-CN.md

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    <p>   <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Runtime" src="https://img.shields.io/badge/runtime-Claude%20Code%20%7C%20Codex-111827"/></a>
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    <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Runtime" src="https://img.shields.io/badge/runtime-Claude%20Code%20%7C%20Codex-111827"/></a>
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    <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Skill" src="https://img.shields.io/badge/type-Agent%20Skill-7c3aed"/></a>
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    <a href="https://github.com/KimYx0207/Kim_Service"><img alt="Stars" src="https://img.shields.io/github/stars/KimYx0207/Kim_Service?style=flat&logo=github"/></a>
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    <a href="https://github.com/KimYx0207/Kim_Service"><img alt="License" src="https://img.shields.io/badge/license-MIT%20OR%20Apache--2.0-green"/></a>
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    | 项目 | 内容 | |------|------| | GitHub仓库 | [KimYx0207/Kim_Service](https://github.com/KimYx0207/Kim_Service/tree/main/skills/kim-decision) |
  • Network accessline 33
    |------|------| | GitHub仓库 | [KimYx0207/Kim_Service](https://github.com/KimYx0207/Kim_Service/tree/main/skills/kim-decision) | | 本地开发目录 | 克隆仓库中的当前组件目录 |
  • Network accessline 34
    | GitHub仓库 | [KimYx0207/Kim_Service](https://github.com/KimYx0207/Kim_Service/tree/main/skills/kim-decision) |
  • Network accessline 44
    旧 [KimYx0207/Kim_Decision](https://github.com/KimYx0207/Kim_Decision) 仓库仅保留历史来源；当前安装、维护和合集发布以 Kim_Service 的 `skills/kim-decision/` 为准。
  • Network accessline 251
    GitHub <a href="https://github.com/KimYx0207">KimYx0207</a> |
  • Network accessline 252
    X <a href="https://x.com/KimYx0207">@KimYx0207</a> |
  • Network accessline 253
    官网 <a href="https://www.aiking.dev/">aiking.dev</a> |
  • Network accessline 256
    飞书知识库： <a href="https://my.feishu.cn/wiki/OhQ8wqntFihcI1kWVDlcNdpznFf">长期更新入口</a>
  • Network accessline 257
    <a href="https://my.feishu.cn/wiki/OhQ8wqntFihcI1kWVDlcNdpznFf">长期更新入口</a>
  • Network accessline 279
    - 论文：<https://zenodo.org/records/18957649>

skills/kim-decision/SKILL.md

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    |---|---| | Critical（核心问题） | [一句话：用户真正要解决的是什么决策/问题] | | Fetch（证据收集） | [已确认：XXX；推断：XXX；缺口：XXX] |
  • Network accessline 213
    | Critical（核心问题） | [一句话：用户真正要解决的是什么决策/问题] | | Fetch（证据收集） | [已确认：XXX；推断：XXX；缺口：XXX] | | Thinking（判断逻辑） | [用户选择：XXX；为什么这条路赢：XXX；拒绝的弱路：XXX；接受的取舍：XXX] |
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    | Fetch（证据收集） | [已确认：XXX；推断：XXX；缺口：XXX] |

skills/kim-decision/tests/behavior.test.mjs

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skills/kim-decision/tests/boundary.test.mjs

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skills/memory-3layer/README.md

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    The current public package lives at [`Kim_Service/skills/memory-3layer`](https://github.com/KimYx0207/Kim_Service/tree/main/skills/memory-3layer). Clone the collection and enter that directory:
  • Network accessline 33
    git clone https://github.com/KimYx0207/Kim_Service.git
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    Current release source: [`KimYx0207/Kim_Service/skills/memory-3layer`](https://github.com/KimYx0207/Kim_Service/tree/main/skills/memory-3layer).
  • Network accessline 119
    The former [`KimYx0207/claude-memory-3layer`](https://github.com/KimYx0207/claude-memory-3layer) repository is retained only as historical provenance. It is not the current installation source or the basis for cross-platform capability clai

skills/memory-3layer/README_CN.md

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    当前公开包位于 [`Kim_Service/skills/memory-3layer`](https://github.com/KimYx0207/Kim_Service/tree/main/skills/memory-3layer)。先克隆合集并进入该目录：
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    git clone https://github.com/KimYx0207/Kim_Service.git
  • Network accessline 117
    当前发布源：[`KimYx0207/Kim_Service/skills/memory-3layer`](https://github.com/KimYx0207/Kim_Service/tree/main/skills/memory-3layer)。
  • Network accessline 119
    旧 [`KimYx0207/claude-memory-3layer`](https://github.com/KimYx0207/claude-memory-3layer) 仓库仅保留历史 provenance，不再作为当前安装源，也不能用来证明跨平台能力。

skills/memory-3layer/docs/quickstart.md

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    git clone https://github.com/KimYx0207/Kim_Service.git

skills/memory-3layer/evals/test_install_memory_3layer.py

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skills/memory-3layer/evals/test_migrate_legacy_memory.py

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skills/memory-3layer/evals/test_recording.py

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skills/memory-3layer/hooks/hook_io.py

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skills/memory-3layer/hooks/memory_extractor.py

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skills/memory-3layer/hooks/memory_loader.py

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skills/memory-3layer/hooks/memory_paths.py

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    [Credential-related source omitted]

skills/memory-3layer/hooks/memory_store.py

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skills/memory-3layer/hooks/pre_compact.py

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skills/memory-3layer/hooks/session_state.py

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skills/memory-3layer/install.ps1

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skills/memory-3layer/install.sh

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    #!/usr/bin/env sh

skills/memory-3layer/scripts/check_memory_3layer.py

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    #!/usr/bin/env python3

skills/memory-3layer/scripts/install_memory_3layer.py

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    #!/usr/bin/env python3
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skills/memory-3layer/scripts/migrate_legacy_memory.py

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    #!/usr/bin/env python3

skills/memory-3layer/scripts/record_memory.py

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    #!/usr/bin/env python3

skills/meta-skill-creator/SKILL.md

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    Read Glob Grep Bash(python:*) Bash(py:*) Bash(python3:*) Write Edit

skills/meta-skill-creator/scripts/check_acceptance_runs.py

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    #!/usr/bin/env python3
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    [Credential-related source omitted]
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    [Credential-related source omitted]

skills/meta-skill-creator/scripts/check_closed_loop.py

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    #!/usr/bin/env python3

skills/meta-skill-creator/scripts/check_meta_skill_package.py

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    #!/usr/bin/env python3

skills/meta-skill-creator/scripts/prepare_acceptance_run.py

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    #!/usr/bin/env python3

skills/meta-skill-creator/scripts/run-acceptance.sh

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    #!/usr/bin/env bash

skills/meta-skill-creator/scripts/run-baseline.sh

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skills/meta-skill-creator/scripts/test_acceptance_runs.py

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    Counterevidence: 行业隐私规则不同，因此示例字段不能直接成为通用默认值。 Evidence checked at: {iso(times['evidence'])} Evidence refs: docs/skill-standard.md; skills/meta-skill-creator/SKILL.md; https://agentskills.io/specification
  • Network accessline 102
    Evidence checked at: {iso(times['evidence'])} Evidence refs: docs/skill-standard.md; skills/meta-skill-creator/SKILL.md; https://agentskills.io/specification """,
  • Network accessline 103
    Evidence refs: docs/skill-standard.md; skills/meta-skill-creator/SKILL.md; https://agentskills.io/specification

skills/semgrep-skill/README.md

  • Network accessline 89
    该组件最初从 [KimYx0207/SkillSemgrep](https://github.com/KimYx0207/SkillSemgrep) 导入。当前维护版本以 Kim Service 中的 `skills/semgrep-skill/` 为准，使用 MIT License。

skills/semgrep-skill/README_EN.md

  • Network accessline 69
    Originally imported from [KimYx0207/SkillSemgrep](https://github.com/KimYx0207/SkillSemgrep). The maintained version is `skills/semgrep-skill/` in Kim Service. MIT License.

skills/semgrep-skill/install.ps1

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skills/semgrep-skill/install.sh

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skills/semgrep-skill/rules/local-security.yml

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    pattern: eval(...)

skills/semgrep-skill/scripts/install.py

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skills/semgrep-skill/scripts/scan.py

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skills/semgrep-skill/tests/fixtures/safe.js

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skills/semgrep-skill/tests/fixtures/safe.py

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skills/semgrep-skill/tests/fixtures/vulnerable.js

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skills/semgrep-skill/tests/fixtures/vulnerable.py

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skills/semgrep-skill/tests/test_behavior.py

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skills/semgrep-skill/tests/test_installer.py

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skills/semgrep-skill/tests/test_scan.py

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    cases = [{}, [], {**self.data, "schemaVersion": True}, {**self.data, "target": "../outside"},                  {**self.data, "target": str(self.root.parent)}, {**self.data, "target": "missing"},                  {**self.data, "rules": "http
  • Network accessline 33
    {**self.data, "target": str(self.root.parent)}, {**self.data, "target": "missing"},                  {**self.data, "rules": "https://remote.invalid/rules"}, {**self.data, "extra": "value"},                  {**self.data, "workspaceRoot": st
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    {**self.data, "rules": "https://remote.invalid/rules"}, {**self.data, "extra": "value"},
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    [Credential-related source omitted]
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    "HTTP_PROXY": "http://example.invalid", "PYTHONPATH": "untrusted", "AWS_SECRET_ACCESS_KEY": "dummy-key"}
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    [Credential-related source omitted]
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    [Credential-related source omitted]
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    [Credential-related source omitted]

skills/xiaohongshu-skill/contracts/visual-workspace-session.schema.json

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    {   "$schema": "https://json-schema.org/draft/2020-12/schema",
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    "$schema": "https://json-schema.org/draft/2020-12/schema",
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    "$id": "https://local.meta-kim/xiaohongshu-skill/visual-workspace-session.schema.json",

skills/xiaohongshu-skill/scripts/build-rednote-final-replacement-pack.mjs

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skills/xiaohongshu-skill/scripts/build-rednote-image2-feed-test.mjs

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skills/xiaohongshu-skill/scripts/build-rednote-realshot-handoff.mjs

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skills/xiaohongshu-skill/scripts/build-rednote-visual-pack.mjs

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    return `<?xml version="1.0" encoding="UTF-8"?> <svg xmlns="http://www.w3.org/2000/svg" width="1080" height="1440" viewBox="0 0 1080 1440">
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    <svg xmlns="http://www.w3.org/2000/svg" width="1080" height="1440" viewBox="0 0 1080 1440">

skills/xiaohongshu-skill/scripts/check-chat-output-fixtures.mjs

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skills/xiaohongshu-skill/scripts/check-decision-route-contract.mjs

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skills/xiaohongshu-skill/scripts/check-narrative-route-fixtures.mjs

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skills/xiaohongshu-skill/scripts/check-page-direction-fixtures.mjs

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skills/xiaohongshu-skill/scripts/check-rednote-chat-output.mjs

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skills/xiaohongshu-skill/scripts/check-rednote-note.mjs

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skills/xiaohongshu-skill/scripts/check-visual-workspace-contract.mjs

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skills/xiaohongshu-skill/scripts/check_acceptance_runs.py

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tools/claudecode-codex-gemini/host/claude/skills/kim-orchestrator/SKILL.md

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tools/claudecode-codex-gemini/host/claude/skills/kim-orchestrator/prompts/phase2-code.md

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    [Credential-related source omitted]

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Declared and executed: 3 facts
Signal confidence: 245 facts

and 195 more

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md skills/agent-teams-playbook/SKILL.md.claude/skills/<skill-name>/
CodexNativePath hooks/hookprompt/.codex/hooks.json.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md skills/agent-teams-playbook/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md skills/agent-teams-playbook/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md skills/agent-teams-playbook/SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md skills/agent-teams-playbook/SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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