Notebooks
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.
Supply asset profile
Design and creative production
Design assets, images, video, audio, multimodal media, presentation, and creative production skills.
Scenario
Multimodal media
I need my agent to process images, video, or audio and extract useful information.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add roboflow/notebooks
Maintenance
active
2mo since push
Risk
Safe to try
License is unclear
GitHub quality
9.5K
100/100 quality · 88/100 trust
Coverage tags
Review notes
License is unclear · License clarity: Unknown
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryInstall readiness, security metadata, maintenance, and adoption risk.
Trust Score v5
Human review before install
Use as the primary candidate after human or sandbox review.
Stars
9.5K GitHub stars
Repo activity
9.5K stars, 1.5K forks
Maintenance
2mo since push
License
Unknown
Install
npx skills add roboflow/notebooks
Install safety
standard package or runtime install path
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- License is unclear
- License clarity: Unknown
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is unclear
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Multimodal media workflows
- Claude Code teams
- teams that value GitHub adoption signals
- Read media metadata
Suited agents
Install decision
- Command
- npx skills add roboflow/notebooks
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 80/100
- Audit
- 91/100
- Risk level
- Safe to try
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Do not use when
- teams that need a vendor-supported SLA
- high-compliance environments without internal security review
- No major risk signals from current metadata
- License is unclear
- License clarity: Unknown
Agent safety v2
75/100 · Review before install
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
- License is unclear
Install targets
Install this skill in your agent workflow
Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.
OpenAgentSkill CLI
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add roboflow/notebooksAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Resolve JSON
/api/agent/resolve?task=Use%20Notebooks%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Notebooks%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/roboflow-notebooks/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use Notebooks in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Notebooks%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/roboflow-notebooks/install
Install command: npx skills add roboflow/notebooks
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/roboflow-notebooks/install
LLM text format
/api/skills/roboflow-notebooks/install?format=text
Find alternatives
/api/skills/search?q=Notebooks&limit=3
Agent prompt
Use Notebooks for this task. Review https://www.openagentskill.com/api/skills/roboflow-notebooks/install, then install with: npx skills add roboflow/notebooksRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/roboflow-notebooks
LLM text
/api/registry/manifest/roboflow-notebooks?format=text
Install alias
/api/registry/install/roboflow-notebooks
Recommend
/api/registry/recommend?task=Use%20Notebooks%20in%20an%20agent%20workflow&limit=3
Agent fit
Multimodal media
Use-case tags
Platforms
Jupyter Notebook, Machine Learning, Claude Code
Audit report
Safe to try · 91/100
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
Agent decision cockpit
Primary pick for Multimodal media
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Multimodal media
Trust label
Production-ready
Install path
Command ready
Use when
- Multimodal media workflows
- Claude Code teams
- teams that value GitHub adoption signals
Evidence
- 9,462 GitHub stars
- recent repository activity
- install command or GitHub repo available
- 100/100 quality profile
- 46 OpenAgentSkill engagement events
Review first
- No major risk signals from current metadata
Implementation path
- 1Install it in a sandbox agent and run one Multimodal media task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Review then install
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS9.5K GitHub stars
Stars/forks activity
PASS9.5K stars, 1.5K forks; issue activity unavailable in current metadata
Recent maintenance
PASS2mo since push
License clarity
CHECKUnknown
Good signals
- Manually verified listing
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Large GitHub adoption signal
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- License is unclear
- License clarity: Unknown
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Excellent candidate for agent workflows
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Use this skill in these scenarios
Process rich media
Multimodal media
I need my agent to process images, video, or audio and extract useful information.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Search private knowledge
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Workflow fit
Add it to a complete workflow
Turn skills into distribution
Content growth agent
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Ingest, retrieve, and cite
RAG knowledge base
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Compare before you install
Similar skills in this category, ranked with the same readiness and quality signals.
Tensorflow
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Transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
LLMs From Scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Overview
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Platform Compatibility
Technical Details
- Version
- 1.0.0
- License
- Unknown
- Last Updated
- 6/13/2026
- Published
- 6/13/2026
Frameworks & Tools
Decision snapshot
Primary pick
9,462 GitHub stars
Audit snapshot
Install review
Install and adoption review
- Security
- 82/100
- Maintenance
- 88/100
- Install
- 92/100
Agent-proven evidence
Agent Proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the audit before production use.
Growth loop
Share kit
Scenario-led draft for Notebooks, ready for a manual X post.
A good workflow skill turns repeated manual steps into something an agent can safely replay. Notebooks helps agents move a repeatable workflow out of manual copy-paste. 9.5K stars https://www.openagentskill.com/skills/roboflow-notebooks?ref=x #AIAgents
Optional reply with install command
Listing + install path for Notebooks: https://www.openagentskill.com/skills/roboflow-notebooks?ref=x Install: npx skills add roboflow/notebooks
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- roboflow
- Source
- roboflow/notebooks
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This community indexed listing is attributed to roboflow but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/roboflow-notebooks)
[](https://www.openagentskill.com/skills/roboflow-notebooks)
[](https://www.openagentskill.com/skills/roboflow-notebooks/audit)
[](https://www.openagentskill.com/skills/roboflow-notebooks)Author
roboflow✓
@roboflow
Tags
Platform Fit
Health Signals
- GitHub stars
- 9.5K
- Quality score
- 70/100
- Last GitHub push
- May 21, 2026
- Framework hints
- 2
- OpenAgentSkill views
- 4
- Install copies
- 0
- Outbound clicks
- 0
Community Signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & Safety
Review then install
- GitHub adoption9.5K GitHub starsPASS
- Stars/forks activity9.5K stars, 1.5K forks; issue activity unavailable in current metadataPASS
- Recent maintenance2mo since pushPASS
- License clarityUnknownCHECK
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskno major dependency risk hints in public metadataPASS
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