@ec2ainun
Creator · ec2ainun
Last updated · Sep 1, 2026
Books ML And DL
REVIEW · 63Community indexed
.pdf Format Books for Machine and Deep Learning
Creator · ec2ainun
Last updated · Sep 1, 2026
.pdf Format Books for Machine and Deep Learning
Creator · ec2ainun
Last updated · Sep 1, 2026
.pdf Format Books for Machine and Deep Learning
Creator · ec2ainun
Last updated · Sep 1, 2026
.pdf Format Books for Machine and Deep Learning
Creator · ec2ainun
Last updated · Sep 1, 2026
.pdf Format Books for Machine and Deep Learning
Sandbox only
Install targets
Codex install prompt
Install the "Books ML And DL" agent skill from https://github.com/ec2ainun/books-ML-and-DL. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: .pdf Format Books for Machine and Deep Learning After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"ec2ainun-books-ml-and-dl","task":"Install Books ML And DL","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ec2ainun/books-ML-and-DL
Maintenance
stale
8y since push
Risk
Needs review
Repository appears stale
GitHub quality
289
51/100 Quality · 71/100 Trust
Coverage tags
Review notes
Repository appears stale · Financial research output is not financial advice; require human review before any live investment decision
Agent adoption scorecard
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
Needs reviewInspect the repository carefully before adding it to an agent workflow.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
289 GitHub stars
Repo activity
289 stars, 106 forks
Maintenance
8y since push
License
MIT
Install
npx skills add ec2ainun/books-ML-and-DL
Agent-readable metadata
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
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ec2ainun/books-ML-and-DLDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
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.
Open JSON
/api/agent/resolve?task=Use%20Books%20ML%20And%20DL%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Books%20ML%20And%20DL%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/ec2ainun-books-ml-and-dl/install
Agent should check
Copy prompt
Task: Use Books ML And DL in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Books%20ML%20And%20DL%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/ec2ainun-books-ml-and-dl/install
Install command: npx skills add ec2ainun/books-ML-and-DL
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/ec2ainun-books-ml-and-dl/install
LLM text format
/api/skills/ec2ainun-books-ml-and-dl/install?format=text
Find alternatives
/api/skills/search?q=Books%20ML%20And%20DL&limit=3
Agent prompt
Use Books ML And DL for this task. Review https://www.openagentskill.com/api/skills/ec2ainun-books-ml-and-dl/install, then install with: npx skills add ec2ainun/books-ML-and-DLRegistry metadata
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/ec2ainun-books-ml-and-dl
LLM text
/api/registry/manifest/ec2ainun-books-ml-and-dl?format=text
Install alias
/api/registry/install/ec2ainun-books-ml-and-dl
Recommend
/api/registry/recommend?task=Use%20Books%20ML%20And%20DL%20in%20an%20agent%20workflow&limit=3
Agent fit
RAG and knowledge
Use-case tags
Platforms
Machine Learning, Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Do a manual repository review before adding this to an agent workflow.
Role in stack
Needs validation
Primary fit
RAG and knowledge
Trust label
Needs manual review
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO289 GitHub stars
Stars/forks activity
INFO289 stars, 106 forks; issue activity unavailable in current metadata
Recent maintenance
FIX8y since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Inspect the repository carefully before adding it to an agent workflow.
Workflow fit
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Cross-platform, customizable ML solutions for live and streaming media.
An Open Source Machine Learning Framework for Everyone
🤗 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.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
.pdf Format Books for Machine and Deep Learning
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.
Frameworks & tools
Decision snapshot
install command or GitHub repo available
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
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
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for Books ML And DL, ready for a manual X post.
A practical pick for source-backed research: Books ML And DL: .pdf Format Books for Machine and Deep Learning 289 stars https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=x
Listing + install path for Books ML And DL: https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=x Install: npx skills add ec2ainun/books-ML-and-DL
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Community indexed listing is attributed to ec2ainun 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
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl/audit)
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)ec2ainun
@ec2ainun
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
35.7K StarsTensorflow
An Open Source Machine Learning Framework for Everyone
195.7K StarsTransformers
🤗 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.
161.6K StarsPytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
100.8K StarsSandbox only
Install targets
Codex install prompt
Install the "Books ML And DL" agent skill from https://github.com/ec2ainun/books-ML-and-DL. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: .pdf Format Books for Machine and Deep Learning After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"ec2ainun-books-ml-and-dl","task":"Install Books ML And DL","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ec2ainun/books-ML-and-DL
Maintenance
stale
8y since push
Risk
Needs review
Repository appears stale
GitHub quality
289
51/100 Quality · 71/100 Trust
Coverage tags
Review notes
Repository appears stale · Financial research output is not financial advice; require human review before any live investment decision
Agent adoption scorecard
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
Needs reviewInspect the repository carefully before adding it to an agent workflow.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
289 GitHub stars
Repo activity
289 stars, 106 forks
Maintenance
8y since push
License
MIT
Install
npx skills add ec2ainun/books-ML-and-DL
Agent-readable metadata
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
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ec2ainun/books-ML-and-DLDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
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.
Open JSON
/api/agent/resolve?task=Use%20Books%20ML%20And%20DL%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Books%20ML%20And%20DL%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/ec2ainun-books-ml-and-dl/install
Agent should check
Copy prompt
Task: Use Books ML And DL in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Books%20ML%20And%20DL%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/ec2ainun-books-ml-and-dl/install
Install command: npx skills add ec2ainun/books-ML-and-DL
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/ec2ainun-books-ml-and-dl/install
LLM text format
/api/skills/ec2ainun-books-ml-and-dl/install?format=text
Find alternatives
/api/skills/search?q=Books%20ML%20And%20DL&limit=3
Agent prompt
Use Books ML And DL for this task. Review https://www.openagentskill.com/api/skills/ec2ainun-books-ml-and-dl/install, then install with: npx skills add ec2ainun/books-ML-and-DLRegistry metadata
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/ec2ainun-books-ml-and-dl
LLM text
/api/registry/manifest/ec2ainun-books-ml-and-dl?format=text
Install alias
/api/registry/install/ec2ainun-books-ml-and-dl
Recommend
/api/registry/recommend?task=Use%20Books%20ML%20And%20DL%20in%20an%20agent%20workflow&limit=3
Agent fit
RAG and knowledge
Use-case tags
Platforms
Machine Learning, Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Do a manual repository review before adding this to an agent workflow.
Role in stack
Needs validation
Primary fit
RAG and knowledge
Trust label
Needs manual review
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO289 GitHub stars
Stars/forks activity
INFO289 stars, 106 forks; issue activity unavailable in current metadata
Recent maintenance
FIX8y since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Inspect the repository carefully before adding it to an agent workflow.
Workflow fit
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Cross-platform, customizable ML solutions for live and streaming media.
An Open Source Machine Learning Framework for Everyone
🤗 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.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
.pdf Format Books for Machine and Deep Learning
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.
Frameworks & tools
Decision snapshot
install command or GitHub repo available
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
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
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for Books ML And DL, ready for a manual X post.
A practical pick for source-backed research: Books ML And DL: .pdf Format Books for Machine and Deep Learning 289 stars https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=x
Listing + install path for Books ML And DL: https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=x Install: npx skills add ec2ainun/books-ML-and-DL
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Community indexed listing is attributed to ec2ainun 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
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl/audit)
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)ec2ainun
@ec2ainun
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
35.7K StarsTensorflow
An Open Source Machine Learning Framework for Everyone
195.7K StarsTransformers
🤗 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.
161.6K StarsPytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
100.8K StarsSandbox only
Install targets
Codex install prompt
Install the "Books ML And DL" agent skill from https://github.com/ec2ainun/books-ML-and-DL. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: .pdf Format Books for Machine and Deep Learning After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"ec2ainun-books-ml-and-dl","task":"Install Books ML And DL","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ec2ainun/books-ML-and-DL
Maintenance
stale
8y since push
Risk
Needs review
Repository appears stale
GitHub quality
289
51/100 Quality · 71/100 Trust
Coverage tags
Review notes
Repository appears stale · Financial research output is not financial advice; require human review before any live investment decision
Agent adoption scorecard
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
Needs reviewInspect the repository carefully before adding it to an agent workflow.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
289 GitHub stars
Repo activity
289 stars, 106 forks
Maintenance
8y since push
License
MIT
Install
npx skills add ec2ainun/books-ML-and-DL
Agent-readable metadata
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
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ec2ainun/books-ML-and-DLDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
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.
Open JSON
/api/agent/resolve?task=Use%20Books%20ML%20And%20DL%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Books%20ML%20And%20DL%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/ec2ainun-books-ml-and-dl/install
Agent should check
Copy prompt
Task: Use Books ML And DL in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Books%20ML%20And%20DL%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/ec2ainun-books-ml-and-dl/install
Install command: npx skills add ec2ainun/books-ML-and-DL
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/ec2ainun-books-ml-and-dl/install
LLM text format
/api/skills/ec2ainun-books-ml-and-dl/install?format=text
Find alternatives
/api/skills/search?q=Books%20ML%20And%20DL&limit=3
Agent prompt
Use Books ML And DL for this task. Review https://www.openagentskill.com/api/skills/ec2ainun-books-ml-and-dl/install, then install with: npx skills add ec2ainun/books-ML-and-DLRegistry metadata
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/ec2ainun-books-ml-and-dl
LLM text
/api/registry/manifest/ec2ainun-books-ml-and-dl?format=text
Install alias
/api/registry/install/ec2ainun-books-ml-and-dl
Recommend
/api/registry/recommend?task=Use%20Books%20ML%20And%20DL%20in%20an%20agent%20workflow&limit=3
Agent fit
RAG and knowledge
Use-case tags
Platforms
Machine Learning, Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Do a manual repository review before adding this to an agent workflow.
Role in stack
Needs validation
Primary fit
RAG and knowledge
Trust label
Needs manual review
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO289 GitHub stars
Stars/forks activity
INFO289 stars, 106 forks; issue activity unavailable in current metadata
Recent maintenance
FIX8y since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Inspect the repository carefully before adding it to an agent workflow.
Workflow fit
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Cross-platform, customizable ML solutions for live and streaming media.
An Open Source Machine Learning Framework for Everyone
🤗 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.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
.pdf Format Books for Machine and Deep Learning
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.
Frameworks & tools
Decision snapshot
install command or GitHub repo available
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
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
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for Books ML And DL, ready for a manual X post.
A practical pick for source-backed research: Books ML And DL: .pdf Format Books for Machine and Deep Learning 289 stars https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=x
Listing + install path for Books ML And DL: https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=x Install: npx skills add ec2ainun/books-ML-and-DL
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Community indexed listing is attributed to ec2ainun 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
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl/audit)
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)ec2ainun
@ec2ainun
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
35.7K StarsTensorflow
An Open Source Machine Learning Framework for Everyone
195.7K StarsTransformers
🤗 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.
161.6K StarsPytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
100.8K StarsSandbox only
Install targets
Codex install prompt
Install the "Books ML And DL" agent skill from https://github.com/ec2ainun/books-ML-and-DL. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: .pdf Format Books for Machine and Deep Learning After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"ec2ainun-books-ml-and-dl","task":"Install Books ML And DL","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ec2ainun/books-ML-and-DL
Maintenance
stale
8y since push
Risk
Needs review
Repository appears stale
GitHub quality
289
51/100 Quality · 71/100 Trust
Coverage tags
Review notes
Repository appears stale · Financial research output is not financial advice; require human review before any live investment decision
Agent adoption scorecard
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
Needs reviewInspect the repository carefully before adding it to an agent workflow.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
289 GitHub stars
Repo activity
289 stars, 106 forks
Maintenance
8y since push
License
MIT
Install
npx skills add ec2ainun/books-ML-and-DL
Agent-readable metadata
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
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ec2ainun/books-ML-and-DLDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
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.
Open JSON
/api/agent/resolve?task=Use%20Books%20ML%20And%20DL%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Books%20ML%20And%20DL%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/ec2ainun-books-ml-and-dl/install
Agent should check
Copy prompt
Task: Use Books ML And DL in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Books%20ML%20And%20DL%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/ec2ainun-books-ml-and-dl/install
Install command: npx skills add ec2ainun/books-ML-and-DL
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/ec2ainun-books-ml-and-dl/install
LLM text format
/api/skills/ec2ainun-books-ml-and-dl/install?format=text
Find alternatives
/api/skills/search?q=Books%20ML%20And%20DL&limit=3
Agent prompt
Use Books ML And DL for this task. Review https://www.openagentskill.com/api/skills/ec2ainun-books-ml-and-dl/install, then install with: npx skills add ec2ainun/books-ML-and-DLRegistry metadata
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/ec2ainun-books-ml-and-dl
LLM text
/api/registry/manifest/ec2ainun-books-ml-and-dl?format=text
Install alias
/api/registry/install/ec2ainun-books-ml-and-dl
Recommend
/api/registry/recommend?task=Use%20Books%20ML%20And%20DL%20in%20an%20agent%20workflow&limit=3
Agent fit
RAG and knowledge
Use-case tags
Platforms
Machine Learning, Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Do a manual repository review before adding this to an agent workflow.
Role in stack
Needs validation
Primary fit
RAG and knowledge
Trust label
Needs manual review
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO289 GitHub stars
Stars/forks activity
INFO289 stars, 106 forks; issue activity unavailable in current metadata
Recent maintenance
FIX8y since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Inspect the repository carefully before adding it to an agent workflow.
Workflow fit
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Cross-platform, customizable ML solutions for live and streaming media.
An Open Source Machine Learning Framework for Everyone
🤗 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.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
.pdf Format Books for Machine and Deep Learning
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.
Frameworks & tools
Decision snapshot
install command or GitHub repo available
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
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
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for Books ML And DL, ready for a manual X post.
A practical pick for source-backed research: Books ML And DL: .pdf Format Books for Machine and Deep Learning 289 stars https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=x
Listing + install path for Books ML And DL: https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=x Install: npx skills add ec2ainun/books-ML-and-DL
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Community indexed listing is attributed to ec2ainun 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
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl/audit)
[](https://www.openagentskill.com/skills/ec2ainun-books-ml-and-dl?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)ec2ainun
@ec2ainun
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
35.7K StarsTensorflow
An Open Source Machine Learning Framework for Everyone
195.7K StarsTransformers
🤗 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.
161.6K StarsPytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
100.8K Starsstandard package or runtime install path
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness
standard package or runtime install path
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness
standard package or runtime install path
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness
standard package or runtime install path
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness