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bianzigege/qianchuan-material-breakdown-skill

千川素材结构拆解 Skill：本地预处理、口播转写、镜头切分、卖点卡片，结果归档到飞书/钉钉 · 电商商家与投手 · Python

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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`SKILL.md`

Week of Nov 2, 2026 · Line counts unavailable

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View on GitHub Add to my skills

Verified commit 0ff3f462d6ddce094ad539e74dee10d260913988

13GitHub stars

1star in 7 days

1skill in this repository

0commits in 30 days

Heat

1.7

Star growth, last 7 daysNot available
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Commits, last 30 daysNot available
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Hot votes this weekNot available

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

Stars over time

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

Individual skills in this repository

qianchuan-material-breakdown /

How it works

qianchuan-material-breakdown

When your agent uses it

对本地 MP4、MOV、WebM 或 M4V 短视频进行千川素材结构拆解，按固定商家目录输出素材决策与仿拍报告，并可通过飞书或钉钉呈现和沉淀结果。提取口播、字幕、画面、品牌、商品、卖点、时间证据、逻辑分段视频和关键帧；不判断真实消耗、ROI、成交量或投放效果。

What it loads into context

Frontmatter

116 tokens

Always available to the agent

SKILL.md

2,363 tokens

When the skill is activated

Reference documents

13,063 tokens

Loaded on request

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

The playbook

目标
输入页
数据与展示分离
逻辑分段
商家正文用语
仿拍方案
发布前校验
商品卖点证据与媒体展示规则
调用
飞书同步
边界
关键文件

Scripts executed separately

scripts/analyze_video.py
scripts/check_environment.py
scripts/dingtalk_asset_uploader.py
scripts/download_video.py
scripts/export_result.py
scripts/extract_video.py
scripts/feishu_asset_uploader.py
scripts/feishu_report_renderer.py
scripts/render_segments.py
scripts/report_builder.py
scripts/report_validator.py
scripts/segment_asset_generator.py
tests/test_dingtalk_asset_uploader.py
tests/test_merchant_report.py

Files

.env.exampleasset475 bytes
.gitignoreasset155 bytes
README.mddoc9,507 bytes
SKILL.mdcore8,753 bytes
SKILL.mdcore8,753 bytes
SKILL.mdcore8,753 bytes
SKILL.mdcore8,753 bytes
SKILL.mdcore8,753 bytes
adapters/generic-agent.mddoc754 bytes
adapters/workbuddy.mddoc650 bytes
agents/openai.yamlasset798 bytes
config.example.jsonasset1,696 bytes
docs/contact-wechat.jpgasset104,427 bytes
docs/demo-output.mddoc12,637 bytes
docs/demo-preview.svgasset11,726 bytes
examples/input.example.jsonasset288 bytes
examples/output.example.jsonasset1,671 bytes
integrations/dingtalk/README.mddoc4,270 bytes
integrations/feishu/README.mddoc4,329 bytes
prompts/overview_prompt.mddoc882 bytes
prompts/scene_prompt.mddoc1,130 bytes
prompts/structure_prompt.mddoc990 bytes
prompts/system_prompt.mddoc3,094 bytes
requirements.txtdoc16 bytes
schemas/analysis.schema.jsonasset7,560 bytes
schemas/merchant_report.schema.jsonasset9,173 bytes
scripts/analyze_video.pyruns14,765 bytes
scripts/check_environment.pyruns10,497 bytes
scripts/dingtalk_asset_uploader.pyruns23,300 bytes
scripts/download_video.pyruns3,322 bytes
scripts/export_result.pyruns6,474 bytes
scripts/extract_video.pyruns7,590 bytes
scripts/feishu_asset_uploader.pyruns19,976 bytes
scripts/feishu_report_renderer.pyruns17,711 bytes
scripts/render_segments.pyruns2,772 bytes
scripts/report_builder.pyruns18,656 bytes
scripts/report_validator.pyruns9,276 bytes
scripts/segment_asset_generator.pyruns4,093 bytes
setup/README.mddoc10,327 bytes
tests/test_dingtalk_asset_uploader.pyruns5,651 bytes
tests/test_merchant_report.pyruns10,972 bytes

No excerpt is shown for this license. Read the source on GitHub.

View the complete source on GitHub

Skills included

qianchuan-material-breakdown

Repository facts

License: No license detected
Created: Aug 3, 2026
Last pushed: Aug 6, 2026
Forks: 0
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 4 notes

SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed

No broad tool permissions
3 dangerous shell commandsin 3 files: README.md:149 integrations/dingtalk/README.md:31 setup/README.md:65
29 network referencesin 9 files: tests/test_merchant_report.py:136 README.md:104 tests/test_dingtalk_asset_uploader.py:26 and 6 more
No hidden or obfuscated text
No instruction overrides
14 executable scriptsin 14 files: scripts/analyze_video.py:1 scripts/check_environment.py:1 scripts/dingtalk_asset_uploader.py:1 and 11 more
41 references to secretsin 13 files: scripts/analyze_video.py:56 scripts/download_video.py:5 scripts/check_environment.py:33 and 10 more
No requests to vote in Hot

Show all 87 signals by file

`.env.example`

Access to secretsline 12
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`.gitignore`

Access to secretsline 1
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`README.md`

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Network accessline 105

--source-url "https://www.douyin.com/video/视频ID" \

Access to secretsline 106
```
[Credential-related source omitted]
```

Dangerous shell operationline 149

curl -fsSL https://raw.githubusercontent.com/DingTalk-Real-AI/dingtalk-workspace-cli/main/scripts/install.sh | sh

Network accessline 149

curl -fsSL https://raw.githubusercontent.com/DingTalk-Real-AI/dingtalk-workspace-cli/main/scripts/install.sh | sh

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作者：辫子哥哥（GitHub：[@bianzigege](https://github.com/bianzigege)）

Network accessline 213

- 项目问题、功能建议和脱敏案例反馈：提交 [GitHub Issues](https://github.com/bianzigege/qianchuan-material-breakdown-skill/issues)。

`SKILL.md`

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--source-url "https://www.douyin.com/video/视频ID" \

Access to secretsline 129
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Access to secretsline 138
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```

`config.example.json`

Access to secretsline 73
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`docs/demo-preview.svg`

Network accessline 1

<svg xmlns="http://www.w3.org/2000/svg" width="1440" height="860" viewBox="0 0 1440 860">

`integrations/dingtalk/README.md`

Dangerous shell operationline 31

curl -fsSL https://raw.githubusercontent.com/DingTalk-Real-AI/dingtalk-workspace-cli/main/scripts/install.sh | sh

Network accessline 31

curl -fsSL https://raw.githubusercontent.com/DingTalk-Real-AI/dingtalk-workspace-cli/main/scripts/install.sh | sh

`schemas/analysis.schema.json`

Network accessline 1

{   "$schema": "https://json-schema.org/draft/2020-12/schema",

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"$schema": "https://json-schema.org/draft/2020-12/schema",

`schemas/merchant_report.schema.json`

Network accessline 1

{   "$schema": "https://json-schema.org/draft/2020-12/schema",

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"$schema": "https://json-schema.org/draft/2020-12/schema",

`scripts/analyze_video.py`

Executable scriptline 1
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#!/usr/bin/env python3
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Access to secretsline 319
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```

`scripts/check_environment.py`

Executable scriptline 1
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#!/usr/bin/env python3
```
Access to secretsline 33
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Access to secretsline 46
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Access to secretsline 61
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```

`scripts/dingtalk_asset_uploader.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 196
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Access to secretsline 507
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Access to secretsline 510
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Access to secretsline 511
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```

`scripts/download_video.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 5
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Access to secretsline 6
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Access to secretsline 80
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Access to secretsline 87
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```

`scripts/export_result.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/extract_video.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 19
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[Credential-related source omitted]
```

`scripts/feishu_asset_uploader.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 53
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Access to secretsline 457
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[Credential-related source omitted]
```

`scripts/feishu_report_renderer.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/render_segments.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/report_builder.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/report_validator.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/segment_asset_generator.py`

Executable scriptline 1
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#!/usr/bin/env python3
```
Access to secretsline 16
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```

`setup/README.md`

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```
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```

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--source-url "https://www.douyin.com/video/视频ID" \

Access to secretsline 34
```
[Credential-related source omitted]
```

Dangerous shell operationline 65

curl -fsSL https://raw.githubusercontent.com/DingTalk-Real-AI/dingtalk-workspace-cli/main/scripts/install.sh | sh

Network accessline 65

curl -fsSL https://raw.githubusercontent.com/DingTalk-Real-AI/dingtalk-workspace-cli/main/scripts/install.sh | sh

`tests/test_dingtalk_asset_uploader.py`

Executable scriptline 1
```
Executable file
```

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return {"success": True, "data": {"dentryUuid": f"folder-{self.counter}"}}         if argv[:2] == ["drive", "upload"]:             return {"success": True, "data": {"dentryUuid": "file-1", "url": "https://example.invalid/file"}}

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if argv[:2] == ["drive", "upload"]:             return {"success": True, "data": {"dentryUuid": "file-1", "url": "https://example.invalid/file"}}         if argv[:2] == ["doc", "create"]:

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return {"success": True, "data": {"dentryUuid": "file-1", "url": "https://example.invalid/file"}}

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if argv[:2] == ["doc", "create"]:             return {"success": True, "data": {"nodeId": "doc-1", "url": "https://example.invalid/doc"}}         if argv[:2] == ["drive", "move"]:

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return {"success": True, "data": {"nodeId": "doc-1", "url": "https://example.invalid/doc"}}

`tests/test_merchant_report.py`

Executable scriptline 1
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)             self.assertEqual(result["document"]["url"], "https://example.invalid/doc")             created_names = [argv[argv.index("--name") + 1] for argv in fake.calls if "--name" in argv]

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self.assertEqual(result["document"]["url"], "https://example.invalid/doc")

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: 79 facts

Network access in code of documentationREADME.md:104Low confidence
Access to secrets in code of documentationREADME.md:104Low confidence
Network access in code of documentationREADME.md:105Low confidence
Access to secrets in code of documentationREADME.md:106Low confidence
Dangerous shell operation in code of documentationREADME.md:149Low confidence
Network access in code of documentationREADME.md:149Low confidence
Network access in prose of documentationREADME.md:209Low confidence
Network access in prose of documentationREADME.md:213Low confidence
Access to secrets in prose of the SKILL.mdSKILL.md:124Low confidence
Network access in code of the SKILL.mdSKILL.md:127High confidence
Access to secrets in code of the SKILL.mdSKILL.md:127High confidence
Network access in code of the SKILL.mdSKILL.md:128High confidence
Access to secrets in code of the SKILL.mdSKILL.md:129High confidence
Access to secrets in prose of the SKILL.mdSKILL.md:138Low confidence
Dangerous shell operation in code of documentationintegrations/dingtalk/README.md:31Low confidence
Network access in code of documentationintegrations/dingtalk/README.md:31Low confidence
Executable script in code of a file that runsscripts/analyze_video.py:1High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/analyze_video.py:56Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/analyze_video.py:57Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/analyze_video.py:62Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/analyze_video.py:71Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/analyze_video.py:72Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/analyze_video.py:89Low confidence
Access to secrets in code of a file that runsscripts/analyze_video.py:265High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/analyze_video.py:289Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/analyze_video.py:294Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/analyze_video.py:319Low confidence
Executable script in code of a file that runsscripts/check_environment.py:1High confidence
Access to secrets in prose of a file that runsscripts/check_environment.py:33Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/check_environment.py:34Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/check_environment.py:45Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/check_environment.py:46Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/check_environment.py:61Low confidence
Executable script in code of a file that runsscripts/dingtalk_asset_uploader.py:1High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/dingtalk_asset_uploader.py:196Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/dingtalk_asset_uploader.py:507Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/dingtalk_asset_uploader.py:509Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/dingtalk_asset_uploader.py:510Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/dingtalk_asset_uploader.py:511Low confidence
Executable script in code of a file that runsscripts/download_video.py:1High confidence
Access to secrets in prose of a file that runsscripts/download_video.py:5Low confidence
Access to secrets in prose of a file that runsscripts/download_video.py:6Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/download_video.py:26Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/download_video.py:54Low confidence
Access to secrets in code of a file that runsscripts/download_video.py:80High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/download_video.py:87Low confidence
Executable script in code of a file that runsscripts/export_result.py:1High confidence
Executable script in code of a file that runsscripts/extract_video.py:1High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/extract_video.py:19Low confidence
Executable script in code of a file that runsscripts/feishu_asset_uploader.py:1High confidence

and 29 more

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard 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.

bianzigege/qianchuan-material-breakdown-skill

History

SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

qianchuan-material-breakdown

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

Before you install

.env.example

.gitignore

README.md

SKILL.md

config.example.json

docs/demo-preview.svg

integrations/dingtalk/README.md

schemas/analysis.schema.json

schemas/merchant_report.schema.json

scripts/analyze_video.py

scripts/check_environment.py

scripts/dingtalk_asset_uploader.py

scripts/download_video.py

scripts/export_result.py

scripts/extract_video.py

scripts/feishu_asset_uploader.py

scripts/feishu_report_renderer.py

scripts/render_segments.py

scripts/report_builder.py

scripts/report_validator.py

scripts/segment_asset_generator.py

setup/README.md

tests/test_dingtalk_asset_uploader.py

tests/test_merchant_report.py

How the signals fit together

Works with

You might also use

Fagan1024/smart-video-editor

feitangyuan/onetake

kharmanskyi/open-steps

learnwithu/mingli-master

oxbshw/watch-skill

yzg1226/mcd-party-officer

`SKILL.md`

`.env.example`

`.gitignore`

`README.md`

`SKILL.md`

`config.example.json`

`docs/demo-preview.svg`

`integrations/dingtalk/README.md`

`schemas/analysis.schema.json`

`schemas/merchant_report.schema.json`

`scripts/analyze_video.py`

`scripts/check_environment.py`

`scripts/dingtalk_asset_uploader.py`

`scripts/download_video.py`

`scripts/export_result.py`

`scripts/extract_video.py`

`scripts/feishu_asset_uploader.py`

`scripts/feishu_report_renderer.py`

`scripts/render_segments.py`

`scripts/report_builder.py`

`scripts/report_validator.py`

`scripts/segment_asset_generator.py`

`setup/README.md`

`tests/test_dingtalk_asset_uploader.py`

`tests/test_merchant_report.py`