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hufeng173/kunpeng-skill

Kunpeng-Skill is a powerful multimodal distillation toolkit that transforms high-value insights from repositories, websites, UIs, videos, images, and documents into reusable methodologies, model-agnostic regeneration specifications, and more.

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0stars in 7 days
1skill in this repository
0commits in 30 days

Heat

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Individual skills in this repository

How it works

kunpeng-skill

When your agent uses it

跨智能体、本地优先的多源蒸馏与迁移工作流。用于收录或蒸馏代码仓库、网站、App、UI/交互、图片与品牌、视频、音频、文章、文档、书籍、课程及混合素材,形成带证据的可迁移画像、再生成规范、产品方案和本地方法库;也用于把画像应用到新主题或新 idea 并验收结果。

What it loads into context

Frontmatter

113 tokens

Always available to the agent

SKILL.md

2,340 tokens

When the skill is activated

Reference documents

25,633 tokens

Loaded on request

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

The playbook

  1. 定位
  2. 不可变规则
  3. 按任务加载参考
  4. 统一蒸馏闭环
  5. 跨宿主执行
  6. 上下文控制
  7. 统一命令

Scripts executed separately

  • scripts/analyze_audio.py
  • scripts/analyze_documents.py
  • scripts/analyze_images.py
  • scripts/analyze_repository.py
  • scripts/analyze_videos.py
  • scripts/build_library_index.py
  • scripts/build_profile.py
  • scripts/capability_probe.py
  • scripts/compare_reproduction.py
  • scripts/kunpeng.py
  • scripts/kunpeng_common.py
  • scripts/local_ocr.py
  • scripts/merge_manifests.py
  • scripts/prepare_evaluation.py
  • scripts/prepare_review.py
  • scripts/profile_contract.py
  • scripts/register_host_evidence.py
  • scripts/search_library.py
  • scripts/tests/support.py
  • scripts/tests/test_analyzers.py
  • scripts/tests/test_compare_and_validate.py
  • scripts/tests/test_contracts.py
  • scripts/tests/test_workflow.py
  • scripts/validate_contract.py
  • scripts/validate_output.py
  • scripts/workflow_gate.py

Files

  • .gitignoreasset4,829 bytes
  • LICENSEasset11,357 bytes
  • README.mddoc17,755 bytes
  • SKILL.mdcore9,176 bytes
  • SKILL.mdcore9,176 bytes
  • agents/openai.yamlasset284 bytes
  • assets/kunpeng-skill-banner-web.pngasset830,878 bytes
  • assets/kunpeng-skill-banner.pngasset1,422,637 bytes
  • references/audio-distillation.mddoc2,387 bytes
  • references/beginner-tech-selection.mddoc2,938 bytes
  • references/brand-visual.mddoc3,429 bytes
  • references/development-plan.mddoc3,517 bytes
  • references/image-distillation.mddoc3,078 bytes
  • references/knowledge-course-distillation.mddoc1,600 bytes
  • references/library-retrieval.mddoc3,373 bytes
  • references/local-toolchain.mddoc9,133 bytes
  • references/method-distillation.mddoc5,213 bytes
  • references/mixed-media-distillation.mddoc1,953 bytes
  • references/output-contract.mddoc3,086 bytes
  • references/platform-routing.mddoc2,547 bytes
  • references/product-discovery.mddoc2,655 bytes
  • references/project-collection.mddoc4,591 bytes
  • references/quality-gates.mddoc5,347 bytes
  • references/reproduction-standard.mddoc3,629 bytes
  • references/semantic-review-contract.mddoc8,628 bytes
  • references/source-routing.mddoc4,470 bytes
  • references/ui-interaction.mddoc3,052 bytes
  • references/video-distillation.mddoc4,180 bytes
  • references/writing-distillation.mddoc4,319 bytes
  • requirements-standard.txtdoc412 bytes
  • scripts/analyze_audio.pyruns13,753 bytes
  • scripts/analyze_documents.pyruns28,016 bytes
  • scripts/analyze_images.pyruns18,116 bytes
  • scripts/analyze_repository.pyruns12,352 bytes
  • scripts/analyze_videos.pyruns57,826 bytes
  • scripts/build_library_index.pyruns7,723 bytes
  • scripts/build_profile.pyruns9,394 bytes
  • scripts/capability_probe.pyruns14,382 bytes
  • scripts/compare_reproduction.pyruns17,839 bytes
  • scripts/kunpeng.pyruns2,488 bytes
  • scripts/kunpeng_common.pyruns7,342 bytes
  • scripts/local_ocr.pyruns4,099 bytes
  • scripts/merge_manifests.pyruns4,866 bytes
  • scripts/prepare_evaluation.pyruns6,615 bytes
  • scripts/prepare_review.pyruns9,459 bytes
  • scripts/profile_contract.pyruns20,294 bytes
  • scripts/register_host_evidence.pyruns10,308 bytes
  • scripts/search_library.pyruns7,031 bytes
  • scripts/tests/support.pyruns2,443 bytes
  • scripts/tests/test_analyzers.pyruns13,304 bytes
  • scripts/tests/test_compare_and_validate.pyruns2,305 bytes
  • scripts/tests/test_contracts.pyruns5,991 bytes
  • scripts/tests/test_workflow.pyruns9,712 bytes
  • scripts/validate_contract.pyruns2,238 bytes
  • scripts/validate_output.pyruns14,409 bytes
  • scripts/workflow_gate.pyruns25,810 bytes
Read SKILL.md

# 鲲鹏 Skill

## 定位

把多源素材转成可验证、可迁移、可继续执行的方法和再生成规范。支持四种模式:

1. **收录**:忠实建立项目或素材档案。
2. **蒸馏**:提取稳定规律、条件、参数、反例和边界,形成蒸馏画像。
3. **规划/应用**:把资料库或画像用于新的 idea、产品、主题或内容。
4. **维护**:增量更新资料库、画像和验收结果。

这不是模型训练、微调或权重更新。确定性脚本负责采集证据;Codex、Claude Code、WorkBuddy、OpenCode、Hermes 等当前宿主负责语义理解和创作。不得额外读取 API Key 或调用未获用户授权的托管推理服务。

## 不可变规则
View the complete source on GitHub

Skills included

  • kunpeng-skill

Repository facts

License
Apache-2.0
Created
Aug 6, 2026
Last pushed
Sep 4, 2026
Forks
5
Open issues
0
Project activity
Slowing

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 5, 2026

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

Show 1 note
  • SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
Show all 74 signals by file

.gitignore

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    #   This is especially recommended for binary packages to ensure reproducibility, and is more #   commonly ignored for libraries. #   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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    #   commonly ignored for libraries. #   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control # poetry.lock
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    #   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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    #   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. #   pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python. #   https://pdm-project.org/en/latest/usage/pro
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    #   pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python. #   https://pdm-project.org/en/latest/usage/project/#working-with-version-control # pdm.lock
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    #   https://pdm-project.org/en/latest/usage/project/#working-with-version-control
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    # PyCharm #   JetBrains specific template is maintained in a separate JetBrains.gitignore that can #   be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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    #   JetBrains specific template is maintained in a separate JetBrains.gitignore that can #   be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore #   and can be added to the global gitignore or merged into th
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    #   be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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    #   Abstra is an AI-powered process automation framework. #   Ignore directories containing user credentials, local state, and settings. #   Learn more at https://abstra.io/docs
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    #   Ignore directories containing user credentials, local state, and settings. #   Learn more at https://abstra.io/docs .abstra/
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    #   Learn more at https://abstra.io/docs
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    # Visual Studio Code #   Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore  #   that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore
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    #   Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore  #   that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore #   and can be added to the global git
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    #   that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore

LICENSE

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    Apache License                            Version 2.0, January 2004                         http://www.apache.org/licenses/
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    http://www.apache.org/licenses/
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    http://www.apache.org/licenses/LICENSE-2.0

README.md

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    https://github.com/hufeng173/kunpeng-skill

references/local-toolchain.md

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    FFmpeg 使用操作系统的软件源或官方构建安装。常见命令是 Windows `winget install Gyan.FFmpeg`、Ubuntu/WSL `sudo apt install ffmpeg`、macOS `brew install ffmpeg`。这些命令会修改系统,必须由使用者主动执行,智能体不得自行安装。
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    | 组件 | 上游 | 作用与许可提醒 | | --- | --- | --- | | FFmpeg | [FFmpeg/FFmpeg](https://github.com/FFmpeg/FFmpeg) | 媒体探测、音轨和字幕提取;具体构建可能是 LGPL 或 GPL。 |
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    | --- | --- | --- | | FFmpeg | [FFmpeg/FFmpeg](https://github.com/FFmpeg/FFmpeg) | 媒体探测、音轨和字幕提取;具体构建可能是 LGPL 或 GPL。 | | faster-whisper | [SYSTRAN/faster-whisper](https://github.com/SYSTRAN/faster-whisper) | 本地 ASR,MIT;模型权重许可单独核对。 |
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    | FFmpeg | [FFmpeg/FFmpeg](https://github.com/FFmpeg/FFmpeg) | 媒体探测、音轨和字幕提取;具体构建可能是 LGPL 或 GPL。 |
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    | faster-whisper | [SYSTRAN/faster-whisper](https://github.com/SYSTRAN/faster-whisper) | 本地 ASR,MIT;模型权重许可单独核对。 |
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    | PaddleOCR/PaddlePaddle | [PaddlePaddle/PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 本地 OCR,Apache-2.0;模型许可单独核对。 |
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    | PySceneDetect | [Breakthrough/PySceneDetect](https://github.com/Breakthrough/PySceneDetect) | 镜头边界,BSD-3-Clause。 |
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    | OpenCV | [opencv/opencv](https://github.com/opencv/opencv) | 抽帧、图像和复核指标,Apache-2.0。 |
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    | librosa | [librosa/librosa](https://github.com/librosa/librosa) | 节拍、响度和停顿统计,ISC。 |
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    | 文档解析器 | [pypdf](https://github.com/py-pdf/pypdf)、[python-docx](https://github.com/python-openxml/python-docx)、[python-pptx](https://github.com/scanny/python-pptx)、[trafilatura](https://github.com/adbar/trafilatura) | PDF、Office 和 HTML 本地提

scripts/analyze_audio.py

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    #!/usr/bin/env python3
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scripts/analyze_documents.py

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    #!/usr/bin/env python3

scripts/analyze_images.py

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    #!/usr/bin/env python3

scripts/analyze_repository.py

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scripts/analyze_videos.py

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    #!/usr/bin/env python3
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scripts/build_library_index.py

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scripts/build_profile.py

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scripts/capability_probe.py

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    #!/usr/bin/env python3

scripts/compare_reproduction.py

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    #!/usr/bin/env python3

scripts/kunpeng.py

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    #!/usr/bin/env python3
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scripts/kunpeng_common.py

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    #!/usr/bin/env python3

scripts/local_ocr.py

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    #!/usr/bin/env python3

scripts/merge_manifests.py

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scripts/prepare_evaluation.py

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scripts/prepare_review.py

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scripts/profile_contract.py

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scripts/register_host_evidence.py

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scripts/search_library.py

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scripts/tests/support.py

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scripts/tests/test_analyzers.py

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    self.assertEqual(result.returncode, 0, result.stderr)             analysis = json.loads((evidence / "analysis.json").read_text(encoding="utf-8"))             self.assertEqual(analysis["source"]["public_url"], "https://example.com/path")
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    analysis = json.loads((evidence / "analysis.json").read_text(encoding="utf-8"))             self.assertEqual(analysis["source"]["public_url"], "https://example.com/path")             self.assertEqual(analysis["capture_log"]["status"], "part
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    self.assertEqual(analysis["source"]["public_url"], "https://example.com/path")

scripts/tests/test_compare_and_validate.py

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scripts/tests/test_contracts.py

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scripts/tests/test_workflow.py

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scripts/validate_contract.py

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scripts/validate_output.py

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    "private key": re.compile(r"-----BEGIN [A-Z ]*PRIVATE KEY-----"),     "webhook URL": re.compile(r"https://(?:hooks\.slack\.com/services|discord(?:app)?\.com/api/webhooks)/[^\s`]+", re.IGNORECASE),     "credential assignment": re.compile(
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    "webhook URL": re.compile(r"https://(?:hooks\.slack\.com/services|discord(?:app)?\.com/api/webhooks)/[^\s`]+", re.IGNORECASE),

scripts/workflow_gate.py

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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.

Signal confidence: 55 facts

and 5 more

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md 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.