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Lum1104/video-to-skill
Turn videos and courses into evidence-grounded Agent Skills for Claude Code and Codex.
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46GitHub stars
5stars in 7 days
1skill in this repository
2commits in 30 days
Heat
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Individual skills in this repository
How it works
video-to-skill
When your agent uses it
Turn a video, tutorial, playlist, or course into an installed, evidence-grounded course Skill that can teach, give practice and feedback, apply demonstrated methods, and answer reference questions. Use when the user provides video sources and wants reusable learning or operational capability.
What it loads into context
Frontmatter
62 tokensAlways available to the agent
SKILL.md
5,652 tokensWhen the skill is activated
Reference documents
27,663 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- User contract
- Start the engine
- Run the durable workflow
- Failure and recovery
- Worker roles
- Evidence rules
- Authentication and secrets
- Export evidence bundles
- Generated Skill contract
Scripts executed separately
scripts/video-to-skillscripts/video-to-skill.cmdscripts/video_to_skill.pysrc/video_to_skill/__init__.pysrc/video_to_skill/__main__.pysrc/video_to_skill/agentic.pysrc/video_to_skill/analysis_depth.pysrc/video_to_skill/analyze.pysrc/video_to_skill/artifact_language.pysrc/video_to_skill/authentication.pysrc/video_to_skill/author.pysrc/video_to_skill/behavior.pysrc/video_to_skill/cli.pysrc/video_to_skill/codecheck.pysrc/video_to_skill/compiler.pysrc/video_to_skill/config.pysrc/video_to_skill/coordinator.pysrc/video_to_skill/curriculum.pysrc/video_to_skill/doctor.pysrc/video_to_skill/editions.pysrc/video_to_skill/errors.pysrc/video_to_skill/evaluation.pysrc/video_to_skill/evidence_bundles.pysrc/video_to_skill/generation.pysrc/video_to_skill/installation.pysrc/video_to_skill/investigation.pysrc/video_to_skill/maintenance.pysrc/video_to_skill/models.pysrc/video_to_skill/orchestration.pysrc/video_to_skill/pipeline.pysrc/video_to_skill/query.pysrc/video_to_skill/review.pysrc/video_to_skill/review_contract.pysrc/video_to_skill/segment.pysrc/video_to_skill/sources.pysrc/video_to_skill/tool_runs.pysrc/video_to_skill/transcript.pysrc/video_to_skill/url_security.pysrc/video_to_skill/utils.pysrc/video_to_skill/validation.pysrc/video_to_skill/visual.pysrc/video_to_skill/visual_assets.pysrc/video_to_skill/work.pysrc/video_to_skill/workspace.pytests/test_agentic.pytests/test_agentic_cli.pytests/test_analysis_depth.pytests/test_analyze.pytests/test_artifact_language.pytests/test_authentication.pytests/test_author.pytests/test_bootstrap.pytests/test_cli.pytests/test_compiler.pytests/test_config.pytests/test_coordinator.pytests/test_curriculum.pytests/test_edition_security.pytests/test_editions.pytests/test_evaluation.pytests/test_evidence_bundles.pytests/test_generation.pytests/test_installation.pytests/test_investigation.pytests/test_pipeline.pytests/test_review.pytests/test_segment.pytests/test_sources.pytests/test_tool_runs.pytests/test_transcript.pytests/test_utils.pytests/test_validation.pytests/test_visual.pytests/test_visual_assets.pytests/test_work.pytests/test_workspace.py
Files
.github/dependabot.ymlasset258 bytes.github/workflows/ci.ymlasset899 bytes.gitignoreasset231 bytes.gitmodulesasset184 bytesCONTRIBUTING.mddoc922 bytesINSTALL.mddoc4,157 bytesLICENSEasset1,084 bytesREADME.mddoc6,352 bytesSECURITY.mddoc645 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesSKILL.mdcore30,046 bytesdocs/ambitious-startups-v1-v2-product-audit.mddoc11,775 bytesdocs/architecture.mddoc17,538 bytesdocs/development.mddoc26,280 bytesdocs/generated-skill-v2.mddoc44,748 bytesdocs/providers.mddoc2,729 bytesdocs/security.mddoc5,435 bytesdocs/video2skill-hero.pngasset997,194 bytesdocs/workspace-centered-agent-orchestration.mddoc20,747 bytespyproject.tomlasset2,106 bytesscripts/video-to-skillruns671 bytesscripts/video-to-skill.cmdruns545 bytesscripts/video_to_skill.pyruns18,175 bytessrc/video_to_skill/__init__.pyruns307 bytessrc/video_to_skill/__main__.pyruns73 bytessrc/video_to_skill/agentic.pyruns26,326 bytessrc/video_to_skill/analysis_depth.pyruns19,807 bytessrc/video_to_skill/analyze.pyruns26,744 bytessrc/video_to_skill/artifact_language.pyruns21,024 bytessrc/video_to_skill/authentication.pyruns5,644 bytessrc/video_to_skill/author.pyruns29,726 bytessrc/video_to_skill/behavior.pyruns14,274 bytessrc/video_to_skill/cli.pyruns43,714 bytessrc/video_to_skill/codecheck.pyruns3,123 bytessrc/video_to_skill/compiler.pyruns42,063 bytessrc/video_to_skill/config.pyruns9,714 bytessrc/video_to_skill/coordinator.pyruns56,020 bytessrc/video_to_skill/curriculum.pyruns22,533 bytessrc/video_to_skill/doctor.pyruns2,971 bytessrc/video_to_skill/editions.pyruns37,619 bytessrc/video_to_skill/errors.pyruns652 bytessrc/video_to_skill/evaluation.pyruns6,429 bytessrc/video_to_skill/evidence_bundles.pyruns91,002 bytessrc/video_to_skill/generation.pyruns86,308 bytessrc/video_to_skill/installation.pyruns10,362 bytessrc/video_to_skill/investigation.pyruns29,541 bytessrc/video_to_skill/maintenance.pyruns1,279 bytessrc/video_to_skill/models.pyruns26,604 bytessrc/video_to_skill/orchestration.pyruns36,355 bytessrc/video_to_skill/pipeline.pyruns27,110 bytessrc/video_to_skill/py.typedasset39 bytessrc/video_to_skill/query.pyruns7,815 bytessrc/video_to_skill/review.pyruns45,770 bytessrc/video_to_skill/review_contract.pyruns9,068 bytessrc/video_to_skill/segment.pyruns7,670 bytessrc/video_to_skill/sources.pyruns31,024 bytessrc/video_to_skill/tool_runs.pyruns27,549 bytessrc/video_to_skill/transcript.pyruns19,115 bytessrc/video_to_skill/url_security.pyruns3,869 bytessrc/video_to_skill/utils.pyruns5,199 bytessrc/video_to_skill/validation.pyruns37,014 bytessrc/video_to_skill/visual.pyruns27,330 bytessrc/video_to_skill/visual_assets.pyruns10,163 bytessrc/video_to_skill/work.pyruns1,709 bytessrc/video_to_skill/workspace.pyruns148,064 bytestests/fixtures/smoke.vttasset201 bytestests/test_agentic.pyruns21,987 bytestests/test_agentic_cli.pyruns8,892 bytestests/test_analysis_depth.pyruns5,872 bytestests/test_analyze.pyruns18,419 bytestests/test_artifact_language.pyruns7,149 bytestests/test_authentication.pyruns4,086 bytestests/test_author.pyruns24,884 bytestests/test_bootstrap.pyruns11,848 bytestests/test_cli.pyruns17,784 bytestests/test_compiler.pyruns24,819 bytestests/test_config.pyruns4,321 bytestests/test_coordinator.pyruns30,252 bytestests/test_curriculum.pyruns4,665 bytestests/test_edition_security.pyruns19,543 bytestests/test_editions.pyruns18,969 bytestests/test_evaluation.pyruns2,668 bytestests/test_evidence_bundles.pyruns40,969 bytestests/test_generation.pyruns29,559 bytestests/test_installation.pyruns6,954 bytestests/test_investigation.pyruns17,777 bytestests/test_pipeline.pyruns20,909 bytestests/test_review.pyruns21,348 bytestests/test_segment.pyruns2,358 bytestests/test_sources.pyruns7,045 bytestests/test_tool_runs.pyruns23,650 bytestests/test_transcript.pyruns2,537 bytestests/test_utils.pyruns1,037 bytestests/test_validation.pyruns11,103 bytestests/test_visual.pyruns5,435 bytestests/test_visual_assets.pyruns5,334 bytestests/test_work.pyruns5,851 bytestests/test_workspace.pyruns10,177 bytesuv.lockasset558,331 bytesvideo-to-skill.toml.exampleasset1,663 bytes
Read SKILL.md
<!-- argument-hint: <video-url-or-local-path>... [skill-name] -->
# Video-to-Skill
Convert demonstrated capability, not a transcript summary. Own the complete workflow from accessible source discovery through installation of one course-specific Skill.
## User contract
A normal invocation is:
```text
/video-to-skill <URL> # Claude Code
$video-to-skill <URL> # Codex
```Skills included
- video-to-skill
Repository facts
- License
- MIT
- Created
- Jul 30, 2026
- Last pushed
- Oct 30, 2026
- Forks
- 6
- Open issues
- 0
- Project activity
- Active
Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 6, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 33 notes
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- No broad tool permissions
- 1 dangerous shell commandin 1 file: .github/workflows/ci.yml:37
- 2,229 network referencesin 24 files: uv.lock:17 tests/test_sources.py:23 tests/test_validation.py:21 and 21 more
- 2 obfuscation signalsin 2 files: src/video_to_skill/validation.py:337 tests/test_evidence_bundles.py:956
- 3 instruction override signalsin 1 file: src/video_to_skill/cli.py:1090
- 76 executable scriptsin 76 files: scripts/video-to-skill:1 scripts/video-to-skill.cmd:1 scripts/video_to_skill.py:1 and 73 more
- 81 references to secretsin 23 files: src/video_to_skill/authentication.py:1 scripts/video_to_skill.py:53 src/video_to_skill/config.py:38 and 20 more
- No requests to vote in Hot
Show all 2,392 signals by file
.github/workflows/ci.yml
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- run: sudo apt-get update && sudo apt-get install -y ffmpeg
.gitmodules
INSTALL.md
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Install the published Skill from `https://github.com/Lum1104/video-to-skill`.
README.md
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Install video-to-skill globally as a standalone Skill from https://github.com/Lum1104/video-to-skill. Prepare and verify its private runtime, then confirm that video-to-skill is available. - Network accessline 17
Or install it for both hosts with the open [Agent Skills installer](https://github.com/vercel-labs/skills): - Network accessline 31
| Host | Example | | --- | --- | | Claude Code | `/video-to-skill https://www.youtube.com/playlist?list=...` | - Network accessline 32
| --- | --- | | Claude Code | `/video-to-skill https://www.youtube.com/playlist?list=...` | | Codex | `$video-to-skill https://www.youtube.com/playlist?list=...` | - Network accessline 33
| Claude Code | `/video-to-skill https://www.youtube.com/playlist?list=...` | - Network accessline 34
| Codex | `$video-to-skill https://www.youtube.com/playlist?list=...` | - Network accessline 57
See [Ambitious AI Startup Playbook](https://github.com/Lum1104/ambitious-ai-startup-playbook) for a real generated Skill. It is pinned in this repository as a submodule under `generated-skills/`; fetch it locally with `git submodule update - Access to secretsline 70
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The multimodal evidence workflow is also informed by the caption-plus-screenshot approach in [Youtube2Webpage](https://github.com/obra/Youtube2Webpage). - Network accessline 87
Thanks to [book-to-skill](https://github.com/virgiliojr94/book-to-skill) for the inspiration.
SKILL.md
docs/ambitious-startups-v1-v2-product-audit.md
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- the V1 `ambitious-ai-startup-playbook` package at commit [`9ce0a7d`](https://github.com/Lum1104/ambitious-ai-startup-playbook/commit/9ce0a7d9e0152881f3cc2f84f691f564ffcb29ce);
docs/development.md
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video-to-skill inspect "https://www.youtube.com/playlist?list=..." - Network accessline 148
video-to-skill inspect "https://www.bilibili.com/video/BV..." - Network accessline 155
video-to-skill inspect "https://www.youtube.com/playlist?list=..." --json - Network accessline 165
video-to-skill extract \ "https://www.youtube.com/playlist?list=..." \ - Network accessline 166
"https://www.youtube.com/playlist?list=..." \ - Network accessline 256
video-to-skill run \ "https://www.youtube.com/playlist?list=..." \ - Network accessline 257
"https://www.youtube.com/playlist?list=..." \ - Access to secretsline 371
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export VIDEO_TO_SKILL_VISION_BASE_URL=https://api.openai.com/v1
docs/providers.md
docs/security.md
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pyproject.toml
scripts/video-to-skill
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#!/bin/sh
scripts/video-to-skill.cmd
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scripts/video_to_skill.py
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src/video_to_skill/__init__.py
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src/video_to_skill/__main__.py
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src/video_to_skill/agentic.py
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src/video_to_skill/analysis_depth.py
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src/video_to_skill/analyze.py
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src/video_to_skill/artifact_language.py
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src/video_to_skill/authentication.py
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src/video_to_skill/author.py
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src/video_to_skill/behavior.py
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src/video_to_skill/cli.py
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def clean( workspace: Annotated[Path, typer.Argument(help="Evidence workspace.")], yes: Annotated[bool, typer.Option("--yes", help="Skip confirmation.")] = False, - Instruction override signalline 1091
workspace: Annotated[Path, typer.Argument(help="Evidence workspace.")], yes: Annotated[bool, typer.Option("--yes", help="Skip confirmation.")] = False, ) -> None: - Instruction override signalline 1092
yes: Annotated[bool, typer.Option("--yes", help="Skip confirmation.")] = False,
src/video_to_skill/codecheck.py
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src/video_to_skill/compiler.py
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src/video_to_skill/config.py
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ocr_provider: str = "auto" vision_provider: str = "none" vision_base_url: str = "https://api.openai.com/v1" - Network accessline 45
vision_provider: str = "none" vision_base_url: str = "https://api.openai.com/v1" vision_model: str = "gpt-4.1-mini" - Network accessline 46
vision_base_url: str = "https://api.openai.com/v1" - Access to secretsline 48
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src/video_to_skill/coordinator.py
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src/video_to_skill/curriculum.py
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src/video_to_skill/doctor.py
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src/video_to_skill/editions.py
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src/video_to_skill/errors.py
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src/video_to_skill/evaluation.py
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src/video_to_skill/evidence_bundles.py
src/video_to_skill/generation.py
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src/video_to_skill/installation.py
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src/video_to_skill/query.py
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src/video_to_skill/review.py
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src/video_to_skill/review_contract.py
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src/video_to_skill/segment.py
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src/video_to_skill/sources.py
src/video_to_skill/tool_runs.py
src/video_to_skill/transcript.py
src/video_to_skill/url_security.py
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src/video_to_skill/utils.py
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src/video_to_skill/visual.py
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for attempt in range(3): try: response = httpx.post( - Network accessline 501
try: response = httpx.post( f"{settings.vision_base_url.rstrip('/')}/chat/completions", - Network accessline 502
response = httpx.post( - Access to secretsline 504
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src/video_to_skill/visual_assets.py
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src/video_to_skill/work.py
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tests/test_agentic.py
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tests/test_agentic_cli.py
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tests/test_analysis_depth.py
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platform=SourcePlatform.YOUTUBE, kind=SourceKind.COURSE if course else SourceKind.VIDEO, locator=f"https://youtu.be/{source_id}", - Network accessline 35
kind=SourceKind.COURSE if course else SourceKind.VIDEO, locator=f"https://youtu.be/{source_id}", canonical_url=f"https://youtu.be/{source_id}", - Network accessline 36
locator=f"https://youtu.be/{source_id}", - Network accessline 37
canonical_url=f"https://youtu.be/{source_id}",
tests/test_analyze.py
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tests/test_artifact_language.py
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tests/test_authentication.py
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with browser_cookie_session(settings, ["https://youtu.be/example"]) as prepared: - Access to secretsline 105
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browser_cookie_session( Settings(cookies_from_browser="chrome"), ["https://www.youtube.com/watch?v=example"], - Network accessline 112
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["https://www.youtube.com/watch?v=example"],
tests/test_author.py
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tests/test_cli.py
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def _contract_workspace(tmp_path: Path, *, local: bool = False) -> Workspace: locator = str(tmp_path / "private" / "course.mp4") if local else "https://course.test/all" - Network accessline 39
locator = str(tmp_path / "private" / "course.mp4") if local else "https://course.test/all" - Network accessline 48
id=f"source-{index}", platform=platform, locator=(locator if local else f"https://youtu.be/lesson-{index}"), - Network accessline 49
platform=platform, locator=(locator if local else f"https://youtu.be/lesson-{index}"), canonical_url=(None if local else f"https://youtu.be/lesson-{index}"), - Network accessline 50
locator=(locator if local else f"https://youtu.be/lesson-{index}"), - Network accessline 51
canonical_url=(None if local else f"https://youtu.be/lesson-{index}"), - Network accessline 57
id="source-retired", platform=platform, locator=(locator if local else "https://youtu.be/retired"), - Network accessline 58
platform=platform, locator=(locator if local else "https://youtu.be/retired"), canonical_url=(None if local else "https://youtu.be/retired"), - Network accessline 59
locator=(locator if local else "https://youtu.be/retired"), - Network accessline 60
canonical_url=(None if local else "https://youtu.be/retired"), - Network accessline 357
id="youtube-one", platform=SourcePlatform.YOUTUBE, locator="https://youtu.be/one", - Network accessline 358
platform=SourcePlatform.YOUTUBE, locator="https://youtu.be/one", canonical_url="https://youtu.be/one", - Network accessline 359
locator="https://youtu.be/one", - Network accessline 360
canonical_url="https://youtu.be/one", - Network accessline 364
) report = InspectionCompleteness( locator="https://youtube.com/playlist?list=course", - Network accessline 365
report = InspectionCompleteness( locator="https://youtube.com/playlist?list=course", platform=SourcePlatform.YOUTUBE, - Network accessline 366
locator="https://youtube.com/playlist?list=course", - Network accessline 396
[ "inspect", "https://youtube.com/playlist?list=course", - Network accessline 397
"inspect", "https://youtube.com/playlist?list=course", "--analysis-depth", - Network accessline 398
"https://youtube.com/playlist?list=course", - Network accessline 458
"id": "youtube-course", "title": "Course", "url": "https://youtu.be/course", - Network accessline 459
"title": "Course", "url": "https://youtu.be/course", } - Network accessline 460
"url": "https://youtu.be/course",
tests/test_compiler.py
- Executable scriptline 1
Executable file - Network accessline 51
workspace = Workspace.create( root=tmp_path / "workspace", inputs=["https://youtu.be/example"], - Network accessline 52
root=tmp_path / "workspace", inputs=["https://youtu.be/example"], settings=Settings(cache_root=tmp_path), - Network accessline 53
inputs=["https://youtu.be/example"], - Network accessline 57
id="course-01", platform=SourcePlatform.YOUTUBE, locator="https://youtu.be/example", - Network accessline 58
platform=SourcePlatform.YOUTUBE, locator="https://youtu.be/example", canonical_url="https://youtu.be/example", - Network accessline 59
locator="https://youtu.be/example", - Network accessline 60
canonical_url="https://youtu.be/example",
tests/test_config.py
tests/test_coordinator.py
- Executable scriptline 1
Executable file
tests/test_curriculum.py
- Executable scriptline 1
Executable file
tests/test_edition_security.py
- Executable scriptline 1
Executable file
tests/test_editions.py
- Executable scriptline 1
Executable file
tests/test_evaluation.py
- Executable scriptline 1
Executable file
tests/test_evidence_bundles.py
- Executable scriptline 1
Executable file - Network accessline 45
[Credential-related source omitted] - Network accessline 46
[Credential-related source omitted] - Network accessline 47
[Credential-related source omitted] - Network accessline 52
[Credential-related source omitted] - Network accessline 53
[Credential-related source omitted] - Network accessline 54
[Credential-related source omitted] - Network accessline 55
canonical_url="https://media.example/watch?v=one&signature=private", - Possible obfuscationline 956
(lambda info: setattr(info, "extra", b"\x99\x99\x00\x00"), "extras"),
tests/test_generation.py
- Executable scriptline 1
Executable file - Network accessline 260
creator="Instructor", platform="youtube", url="https://youtu.be/example", - Network accessline 261
platform="youtube", url="https://youtu.be/example", coverage="complete", - Network accessline 262
url="https://youtu.be/example", - Network accessline 332
sources = (target / "sources.md").read_text(encoding="utf-8") assert "https://youtu.be/example?t=62" in sources - Network accessline 333
assert "https://youtu.be/example?t=62" in sources - Network accessline 387
"url", [ "https://user:password@example.com/course", - Network accessline 388
[Credential-related source omitted] - Network accessline 389
"https://user:password@example.com/course", - Network accessline 390
[Credential-related source omitted] - Access to secretsline 390
[Credential-related source omitted] - Network accessline 391
[Credential-related source omitted] - Access to secretsline 391
[Credential-related source omitted] - Network accessline 392
[Credential-related source omitted] - Access to secretsline 392
[Credential-related source omitted] - Network accessline 393
[Credential-related source omitted] - Network accessline 394
[Credential-related source omitted] - Network accessline 395
"https://example.com/course#access%5Ftoken=secret", - Network accessline 396
"https://example.com/course#oauth%255Ftoken=secret", - Network accessline 397
[Credential-related source omitted] - Access to secretsline 397
[Credential-related source omitted] - Network accessline 398
[Credential-related source omitted] - Network accessline 399
[Credential-related source omitted] - Network accessline 400
"https://example.com/course?X-Amz-Signature=deadbeef", - Network accessline 401
"https://example.com/course?expires=1999999999&sig=deadbeef", - Network accessline 402
[Credential-related source omitted] - Network accessline 414
"url", [ "https://www.youtube.com/watch?v=abc123&list=course&index=2&t=15", - Network accessline 415
[ "https://www.youtube.com/watch?v=abc123&list=course&index=2&t=15", "https://www.bilibili.com/video/BV123?spm_id_from=333.1007&vd_source=public", - Network accessline 416
"https://www.youtube.com/watch?v=abc123&list=course&index=2&t=15", - Network accessline 417
"https://www.bilibili.com/video/BV123?spm_id_from=333.1007&vd_source=public", - Network accessline 418
"https://example.com/course#lesson-2", - Network accessline 445
[Credential-related source omitted] - Network accessline 446
[Credential-related source omitted] - Network accessline 447
[Credential-related source omitted] - Access to secretsline 447
[Credential-related source omitted]
tests/test_installation.py
tests/test_investigation.py
- Executable scriptline 1
Executable file
tests/test_pipeline.py
- Executable scriptline 1
Executable file - Network accessline 44
platform=self.platform, locator=locator, canonical_url="https://youtu.be/fixture", - Network accessline 45
locator=locator, canonical_url="https://youtu.be/fixture", title="Fixture Course", - Network accessline 46
canonical_url="https://youtu.be/fixture", - Network accessline 87
def accepts(self, locator: str) -> bool: return locator == "https://youtu.be/private" - Network accessline 88
return locator == "https://youtu.be/private" - Access to secretsline 111
[Credential-related source omitted] - Network accessline 159
platform=self.platform, locator=locator, canonical_url="https://youtu.be/partial", - Network accessline 160
locator=locator, canonical_url="https://youtu.be/partial", title="Accessible Lesson", - Network accessline 161
canonical_url="https://youtu.be/partial", - Network accessline 215
platform=self.platform, locator=locator, canonical_url=f"https://youtu.be/{source_id}", - Network accessline 216
locator=locator, canonical_url=f"https://youtu.be/{source_id}", title=f"Lesson {source_id}", - Network accessline 217
canonical_url=f"https://youtu.be/{source_id}", - Network accessline 441
extract_sources( ["https://youtu.be/private"], - Network accessline 442
["https://youtu.be/private"], - Access to secretsline 445
[Credential-related source omitted]
tests/test_review.py
- Executable scriptline 1
Executable file
tests/test_segment.py
- Executable scriptline 1
Executable file - Network accessline 27
id="youtube-demo", platform=SourcePlatform.YOUTUBE, locator="https://youtu.be/demo", - Network accessline 28
platform=SourcePlatform.YOUTUBE, locator="https://youtu.be/demo", canonical_url="https://youtu.be/demo", - Network accessline 29
locator="https://youtu.be/demo", - Network accessline 30
canonical_url="https://youtu.be/demo",
tests/test_sources.py
- Executable scriptline 1
Executable file - Network accessline 23
youtube = YouTubeSourceAdapter() bilibili = BilibiliSourceAdapter() assert youtube.accepts("https://www.youtube.com/watch?v=abc") - Network accessline 24
bilibili = BilibiliSourceAdapter() assert youtube.accepts("https://www.youtube.com/watch?v=abc") assert youtube.accepts("https://youtu.be/abc") - Network accessline 25
assert youtube.accepts("https://www.youtube.com/watch?v=abc") - Network accessline 26
assert youtube.accepts("https://youtu.be/abc") - Network accessline 27
assert not youtube.accepts("https://youtube.com.example.org/watch?v=abc") - Network accessline 28
assert bilibili.accepts("https://www.bilibili.com/video/BV123") - Network accessline 29
assert bilibili.accepts("https://b23.tv/abc") - Network accessline 34
registry = SourceRegistry() try: registry.adapter_for("https://example.com/video.mp4") - Network accessline 35
try: registry.adapter_for("https://example.com/video.mp4") except Exception as exc: - Network accessline 36
registry.adapter_for("https://example.com/video.mp4") - Network accessline 49
"title": "Lesson One", "duration": 60, "webpage_url": "https://youtu.be/one", - Network accessline 50
"duration": 60, "webpage_url": "https://youtu.be/one", "channel": "Teacher", - Network accessline 51
"webpage_url": "https://youtu.be/one", - Network accessline 52
"channel": "Teacher", "chapters": [{"title": "Intro", "start_time": 0, "end_time": 30}], "subtitles": {"en": [{"ext": "vtt", "url": "https://captions/one"}]}, - Network accessline 53
"chapters": [{"title": "Intro", "start_time": 0, "end_time": 30}], "subtitles": {"en": [{"ext": "vtt", "url": "https://captions/one"}]}, "formats": [{"height": 720, "filesize_approx": 12345}], - Network accessline 54
"subtitles": {"en": [{"ext": "vtt", "url": "https://captions/one"}]}, - Network accessline 59
"title": "Lesson Two", "duration": 120, "webpage_url": "https://youtu.be/two", - Network accessline 60
"duration": 120, "webpage_url": "https://youtu.be/two", }, - Network accessline 61
"webpage_url": "https://youtu.be/two", - Network accessline 72
adapter = YouTubeSourceAdapter() inspected = adapter.inspect( "https://youtube.com/playlist?list=course", - Network accessline 73
inspected = adapter.inspect( "https://youtube.com/playlist?list=course", Settings(yt_dlp="python3"), - Network accessline 74
"https://youtube.com/playlist?list=course", - Network accessline 92
"id": "one", "title": "Lesson One", "webpage_url": "https://youtu.be/one", - Network accessline 93
"title": "Lesson One", "webpage_url": "https://youtu.be/one", }, - Network accessline 94
"webpage_url": "https://youtu.be/one", - Network accessline 109
inspected = YouTubeSourceAdapter().inspect_with_completeness( "https://youtube.com/playlist?list=incomplete", - Network accessline 110
"https://youtube.com/playlist?list=incomplete", - Network accessline 149
with pytest.raises(Exception, match="exceeding configured limit"): YouTubeSourceAdapter().inspect( "https://youtube.com/playlist?list=course", - Network accessline 150
YouTubeSourceAdapter().inspect( "https://youtube.com/playlist?list=course", Settings(yt_dlp="python3", max_course_items=1), - Network accessline 151
"https://youtube.com/playlist?list=course", - Network accessline 158
"id": "video", "title": "Video", "webpage_url": "https://youtu.be/video", - Network accessline 159
"title": "Video", "webpage_url": "https://youtu.be/video", "subtitles": {"en": [{"ext": "vtt", "url": "https://captions?signature=old"}]}, - Network accessline 160
"webpage_url": "https://youtu.be/video", - Network accessline 161
"subtitles": {"en": [{"ext": "vtt", "url": "https://captions?signature=old"}]}, - Network accessline 162
} changed = json.loads(json.dumps(base)) changed["subtitles"]["en"][0]["url"] = "https://captions?signature=new" - Network accessline 163
changed = json.loads(json.dumps(base)) changed["subtitles"]["en"][0]["url"] = "https://captions?signature=new" first = source_module._source_from_ytdlp( - Network accessline 164
changed["subtitles"]["en"][0]["url"] = "https://captions?signature=new" - Network accessline 166
base, platform=source_module.SourcePlatform.YOUTUBE, fallback_locator="https://youtu.be/video", - Network accessline 167
platform=source_module.SourcePlatform.YOUTUBE, fallback_locator="https://youtu.be/video", ) - Network accessline 168
fallback_locator="https://youtu.be/video", - Network accessline 171
changed, platform=source_module.SourcePlatform.YOUTUBE, fallback_locator="https://youtu.be/video", - Network accessline 172
platform=source_module.SourcePlatform.YOUTUBE, fallback_locator="https://youtu.be/video", ) - Network accessline 173
fallback_locator="https://youtu.be/video",
tests/test_tool_runs.py
- Executable scriptline 1
Executable file - Network accessline 60
[Credential-related source omitted] - Network accessline 61
[Credential-related source omitted] - Network accessline 62
[Credential-related source omitted] - Network accessline 84
[Credential-related source omitted] - Network accessline 85
[Credential-related source omitted] - Network accessline 86
[Credential-related source omitted] - Network accessline 139
[Credential-related source omitted] - Network accessline 140
[Credential-related source omitted] - Network accessline 141
[Credential-related source omitted] - Network accessline 161
[Credential-related source omitted] - Network accessline 162
[Credential-related source omitted] - Network accessline 163
[Credential-related source omitted] - Access to secretsline 193
[Credential-related source omitted] - Access to secretsline 196
[Credential-related source omitted]
tests/test_transcript.py
tests/test_utils.py
- Executable scriptline 1
Executable file - Network accessline 22
assert format_timestamp(65) == "01:05" assert format_timestamp(3661) == "01:01:01" assert timestamp_url("https://youtu.be/abc?list=xyz", 65) == ( - Network accessline 23
assert format_timestamp(3661) == "01:01:01" assert timestamp_url("https://youtu.be/abc?list=xyz", 65) == ( "https://youtu.be/abc?list=xyz&t=65" - Network accessline 24
assert timestamp_url("https://youtu.be/abc?list=xyz", 65) == ( - Network accessline 25
"https://youtu.be/abc?list=xyz&t=65" - Network accessline 26
) assert timestamp_url("https://www.bilibili.com/video/BV123", 12.9) == ( "https://www.bilibili.com/video/BV123?t=12" - Network accessline 27
assert timestamp_url("https://www.bilibili.com/video/BV123", 12.9) == ( - Network accessline 28
"https://www.bilibili.com/video/BV123?t=12"
tests/test_validation.py
- Executable scriptline 1
Executable file - Network accessline 21
) (root / "chapters" / "ch01.md").write_text( "# Chapter 1\n\n## Evidence\n\nhttps://youtu.be/demo?t=12\n", - Network accessline 22
(root / "chapters" / "ch01.md").write_text( "# Chapter 1\n\n## Evidence\n\nhttps://youtu.be/demo?t=12\n", encoding="utf-8", - Network accessline 23
"# Chapter 1\n\n## Evidence\n\nhttps://youtu.be/demo?t=12\n", - Network accessline 32
"id": "youtube-demo", "title": "Demo", "url": "https://youtu.be/demo", - Network accessline 33
"title": "Demo", "url": "https://youtu.be/demo", } - Network accessline 34
"url": "https://youtu.be/demo", - Network accessline 141
[Credential-related source omitted] - Network accessline 142
[Credential-related source omitted] - Network accessline 143
[Credential-related source omitted] - Access to secretsline 143
[Credential-related source omitted] - Network accessline 153
[Credential-related source omitted] - Network accessline 154
[Credential-related source omitted] - Network accessline 155
[Credential-related source omitted] - Access to secretsline 155
[Credential-related source omitted] - Network accessline 156
[Credential-related source omitted] - Access to secretsline 156
[Credential-related source omitted] - Network accessline 157
[Credential-related source omitted] - Network accessline 158
[Credential-related source omitted] - Network accessline 159
"https://example.com/course#access%5Ftoken=super-secret-value-1234567890", - Network accessline 160
"https://example.com/course#oauth%255Ftoken=super-secret-value-1234567890", - Network accessline 161
[Credential-related source omitted] - Access to secretsline 161
[Credential-related source omitted] - Network accessline 162
[Credential-related source omitted] - Network accessline 163
[Credential-related source omitted] - Network accessline 202
payload = json.loads(provenance_path.read_text(encoding="utf-8")) payload["sources"][0]["url"] = ( "https://www.youtube.com/watch?v=abc&x-amz-signature=super-secret-value-1234567890" - Network accessline 203
payload["sources"][0]["url"] = ( "https://www.youtube.com/watch?v=abc&x-amz-signature=super-secret-value-1234567890" ) - Network accessline 204
"https://www.youtube.com/watch?v=abc&x-amz-signature=super-secret-value-1234567890" - Network accessline 219
[Credential-related source omitted] - Network accessline 220
[Credential-related source omitted] - Network accessline 221
[Credential-related source omitted] - Access to secretsline 221
[Credential-related source omitted] - Network accessline 222
[Credential-related source omitted] - Network accessline 223
[Credential-related source omitted] - Network accessline 224
[Credential-related source omitted] - Access to secretsline 224
[Credential-related source omitted] - Network accessline 225
[Credential-related source omitted] - Network accessline 248
json.dumps( { "endpoint": "https://alice:private-password-123456@example.com/course", - Network accessline 249
[Credential-related source omitted] - Network accessline 250
"endpoint": "https://alice:private-password-123456@example.com/course", - Access to secretsline 251
[Credential-related source omitted] - Network accessline 292
chapter.read_text(encoding="utf-8") + ( "\nPublic evidence: https://www.youtube.com/watch?v=abc&t=42\n" - Network accessline 293
+ ( "\nPublic evidence: https://www.youtube.com/watch?v=abc&t=42\n" "Use /usr/bin/env for the example and call the public /api/v1 route.\n" - Network accessline 294
"\nPublic evidence: https://www.youtube.com/watch?v=abc&t=42\n" - Network accessline 295
"Use /usr/bin/env for the example and call the public /api/v1 route.\n" "The public guide is https://example.com/home/alice/tutorial.\n" "A protocol-relative public link can look like //example.com/docs/guide.\n" - Network accessline 296
"The public guide is https://example.com/home/alice/tutorial.\n" - Access to secretsline 303
[Credential-related source omitted]
tests/test_visual.py
- Executable scriptline 1
Executable file
tests/test_visual_assets.py
- Executable scriptline 1
Executable file
tests/test_work.py
- Executable scriptline 1
Executable file
tests/test_workspace.py
- Executable scriptline 1
Executable file
uv.lock
- Network accessline 17
name = "aiohappyeyeballs" version = "2.7.1" source = { registry = "https://pypi.org/simple" } - Network accessline 18
version = "2.7.1" source = { registry = "https://pypi.org/simple" } sdist = { url = "https://files.pythonhosted.org/packages/ce/f4/eec0465c2f67b2664688d0240b3212d5196fd89e741df67ddb81f8d35658/aiohappyeyeballs-2.7.1.tar.gz", hash = "sha256:0 - Network accessline 19
source = { registry = "https://pypi.org/simple" } - Network accessline 20
sdist = { url = "https://files.pythonhosted.org/packages/ce/f4/eec0465c2f67b2664688d0240b3212d5196fd89e741df67ddb81f8d35658/aiohappyeyeballs-2.7.1.tar.gz", hash = "sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d", si - Network accessline 21
wheels = [ { url = "https://files.pythonhosted.org/packages/71/43/1947f06babed6b3f1d7f38b0c767f52df66bfb2bc10b468c4a7de9eceff2/aiohappyeyeballs-2.7.1-py3-none-any.whl", hash = "sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826 - Network accessline 22
{ url = "https://files.pythonhosted.org/packages/71/43/1947f06babed6b3f1d7f38b0c767f52df66bfb2bc10b468c4a7de9eceff2/aiohappyeyeballs-2.7.1-py3-none-any.whl", hash = "sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472", - Network accessline 26
name = "aiohttp" version = "3.14.3" source = { registry = "https://pypi.org/simple" } - Network accessline 27
version = "3.14.3" source = { registry = "https://pypi.org/simple" } dependencies = [ - Network accessline 28
source = { registry = "https://pypi.org/simple" } - Network accessline 37
{ name = "yarl" }, ] sdist = { url = "https://files.pythonhosted.org/packages/58/d9/22ce5786ac0c1653ae8b6c23bded02c1686d11f0dbb45b31ce128e0df985/aiohttp-3.14.3.tar.gz", hash = "sha256:9491196535a88924a60afd5b5f434b5b203b6cc616250878dbdb223a - Network accessline 38
] sdist = { url = "https://files.pythonhosted.org/packages/58/d9/22ce5786ac0c1653ae8b6c23bded02c1686d11f0dbb45b31ce128e0df985/aiohttp-3.14.3.tar.gz", hash = "sha256:9491196535a88924a60afd5b5f434b5b203b6cc616250878dbdb223a8f7844bc", size = 7 - Network accessline 39
sdist = { url = "https://files.pythonhosted.org/packages/58/d9/22ce5786ac0c1653ae8b6c23bded02c1686d11f0dbb45b31ce128e0df985/aiohttp-3.14.3.tar.gz", hash = "sha256:9491196535a88924a60afd5b5f434b5b203b6cc616250878dbdb223a8f7844bc", size = 797 - Network accessline 40
wheels = [ { url = "https://files.pythonhosted.org/packages/f8/5c/b3e4ff8ad43a8afef9602c5e90285936da1beaea8b029016b793891f03c3/aiohttp-3.14.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:e568e14940c09955aa51f4e645b6daa18a581c - Network accessline 41
{ url = "https://files.pythonhosted.org/packages/f8/5c/b3e4ff8ad43a8afef9602c5e90285936da1beaea8b029016b793891f03c3/aiohttp-3.14.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:e568e14940c09955aa51f4e645b6daa18a581c5dcfcd73744dcc8 - Network accessline 42
{ url = "https://files.pythonhosted.org/packages/0e/da/f1b384465e51449d844056b75070461da03a9a23e6c1747003695bf4172a/aiohttp-3.14.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:54cfcdee2770dac994417cbb0ee1f3eb0e7cb6b30c79bf44f2c02ff79 - Network accessline 43
{ url = "https://files.pythonhosted.org/packages/b9/3f/01264f820ee2e3712a827892b1cd6ff80f3300c1fcbffbb45714a915d47a/aiohttp-3.14.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:21c016079415ed3fd676963e9793700a566d85dbbd6bfc564b9b2d2091 - Network accessline 44
{ url = "https://files.pythonhosted.org/packages/9e/8d/a71c6f2db52ac1ed142b133f7feddaa6b70539c3f4de24d7e226c95b794c/aiohttp-3.14.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d6088ec9 - Network accessline 45
{ url = "https://files.pythonhosted.org/packages/a5/11/3dd9b3fb3a170f6ec9011b5291d876a6fab4086714c9e158600edf01b4fd/aiohttp-3.14.3-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:16ea7e24c30 - Network accessline 46
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] sdist = { url = "https://files.pythonhosted.org/packages/a7/25/c2700dfaf6442b4effaa91af24ebce5dc9d31bb4a69706313aae70d72cd0/scipy-1.18.0.tar.gz", hash = "sha256:67b2ad2ad54c72ca6d04975a9b2df8c3638c34ddd5b28738e94fc2b57929d378", size = 307 - Network accessline 2594
sdist = { url = "https://files.pythonhosted.org/packages/a7/25/c2700dfaf6442b4effaa91af24ebce5dc9d31bb4a69706313aae70d72cd0/scipy-1.18.0.tar.gz", hash = "sha256:67b2ad2ad54c72ca6d04975a9b2df8c3638c34ddd5b28738e94fc2b57929d378", size = 30774 - Network accessline 2596
{ url = "https://files.pythonhosted.org/packages/6a/19/ca10ead60b0acc80b2b833c2c4a4f2ff753d0f58b811f70d911c7e94a25c/scipy-1.18.0-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:7bd21faaf5a1a3b2eff922d02db5f191b99a6518db9078a8fb23169f6d - Network accessline 2597
{ url = "https://files.pythonhosted.org/packages/96/72/1e6442a00cd2924d361aa1b642ab6373ec35c6fabf311a760be9f76e0f13/scipy-1.18.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:265915e79107de9f946b855e50d7470d5893ec3f54b342e1aa6201cbdcd8
video-to-skill.toml.example
- Network accessline 19
vision_provider = "none" # native host vision is preferred; auto | openai-compatible | none vision_base_url = "https://api.openai.com/v1" - Network accessline 20
vision_base_url = "https://api.openai.com/v1" - Access to secretsline 22
[Credential-related source omitted] - Access to secretsline 40
[Credential-related source omitted] - Access to secretsline 41
[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.
Combined signals: 1 fact
- Reads SSH keys; another file of the same skill sends data over the network or runs a command (src/video_to_skill/config.py, line 44)src/video_to_skill/evidence_bundles.py:790Low confidence
Declared and executed: 2 facts
- Contacts api.openai.com, which SKILL.md, the README and the plugin manifest do not mentionsrc/video_to_skill/config.py:46High confidence
- Uses SSH keys, which the skill description does not mentionsrc/video_to_skill/evidence_bundles.py:790High confidence
Signal confidence: 382 facts
- Network access in prose of documentationINSTALL.md:7Low confidence
- Network access in code of documentationREADME.md:14Low confidence
- Network access in prose of documentationREADME.md:17Low confidence
- Network access in prose of documentationREADME.md:31Low confidence
- Network access in prose of documentationREADME.md:32Low confidence
- Network access in prose of documentationREADME.md:33Low confidence
- Network access in prose of documentationREADME.md:34Low confidence
- Network access in prose of documentationREADME.md:57Low confidence
- Access to secrets in prose of documentationREADME.md:70Low confidence
- Network access in prose of documentationREADME.md:83Low confidence
- Network access in prose of documentationREADME.md:87Low confidence
- Access to secrets in prose of the SKILL.mdSKILL.md:230Low confidence
- Access to secrets in prose of the SKILL.mdSKILL.md:232Low confidence
- Access to secrets in prose of the SKILL.mdSKILL.md:234Low confidence
- Network access in prose of documentationdocs/ambitious-startups-v1-v2-product-audit.md:11Low confidence
- Network access in code of documentationdocs/development.md:147Low confidence
- Network access in code of documentationdocs/development.md:148Low confidence
- Network access in code of documentationdocs/development.md:155Low confidence
- Network access in code of documentationdocs/development.md:165Low confidence
- Network access in code of documentationdocs/development.md:166Low confidence
- Network access in code of documentationdocs/development.md:256Low confidence
- Network access in code of documentationdocs/development.md:257Low confidence
- Access to secrets in prose of documentationdocs/development.md:371Low confidence
- Access to secrets in prose of documentationdocs/development.md:373Low confidence
- Network access in code of documentationdocs/development.md:382Low confidence
- Access to secrets in code of documentationdocs/development.md:382Low confidence
- Network access in code of documentationdocs/development.md:384Low confidence
- Access to secrets in code of documentationdocs/providers.md:26Low confidence
- Network access in code of documentationdocs/providers.md:48Low confidence
- Access to secrets in code of documentationdocs/providers.md:48Low confidence
- Network access in code of documentationdocs/providers.md:50Low confidence
- Access to secrets in prose of documentationdocs/security.md:27Low confidence
- Executable script in code of a file that runsscripts/video-to-skill:1High confidence
- Executable script in code of a file that runsscripts/video-to-skill.cmd:1High confidence
- Executable script in code of a file that runsscripts/video_to_skill.py:1High confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/video_to_skill.py:53Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/video_to_skill.py:57Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/video_to_skill.py:61Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/video_to_skill.py:429Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/video_to_skill.py:431Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/video_to_skill.py:434Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/video_to_skill.py:512Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuescripts/video_to_skill.py:527Low confidence
- Executable script in prose of a file that runssrc/video_to_skill/__init__.py:1Low confidence
- Executable script in code of a file that runssrc/video_to_skill/__main__.py:1High confidence
- Executable script in prose of a file that runssrc/video_to_skill/agentic.py:1Low confidence
- Executable script in prose of a file that runssrc/video_to_skill/analysis_depth.py:1Low confidence
- Executable script in prose of a file that runssrc/video_to_skill/analyze.py:1Low confidence
- Executable script in prose of a file that runssrc/video_to_skill/artifact_language.py:1Low confidence
- Executable script in prose of a file that runssrc/video_to_skill/authentication.py:1Low confidence
and 332 more
Works with
| 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.
