{"query":"NoteBook","filters":{"category":null,"platform":null,"track":null,"safety":null,"include_blocked":false,"min_stars":0},"total":10,"skills":[{"rank":1,"match_score":1109.6,"slug":"jupyter-notebook","name":"Notebook","description":"Jupyter Interactive Notebook","tagline":"Jupyter Interactive Notebook","category":"data-analysis","tags":["notebook","data-analysis","data","closember","jupyter","jupyter-notebook","jupyter notebook","github"],"author":{"name":"jupyter","verified":true,"url":"https://github.com/jupyter"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"jupyter/notebook","creatorName":"jupyter","creatorUrl":"https://github.com/jupyter","sourceUrl":"https://github.com/jupyter/notebook","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/jupyter-notebook#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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Skill purpose: :page_facing_up: :cn: :page_with_curl: 论文阅读笔记（分布式系统、虚拟化、机器学习）Papers Notebook (Distributed System, Virtualization, Machine Learning)"}],"handoff_url":"https://www.openagentskill.com/api/skills/dyweb-papers-notebook/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/dyweb-papers-notebook"},"trust":{"score":83,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"2.2K GitHub stars","repoActivity":"2.2K stars, 254 forks","lastPushed":"4y since push","license":"Apache-2.0","repository":"https://github.com/dyweb/papers-notebook","install":"npx skills add dyweb/papers-notebook","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"success_rate":null,"install_attempts":0,"risk_blocked":0,"setup_required":0,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["productivity-automation","notes","knowledge","productivity","computer-system","operating-system"],"known_risks":["Repository looks stale","Quality score needs review","Recent maintenance: 4y since push"]},"audit":{"score":74,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Repository appears stale","Repository looks stale","Quality score needs review","Recent maintenance: 4y since push"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":74,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"4y since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that require actively maintained dependencies","production agents without a repository review","Repository looks stale","No OpenAgentSkill engagement data yet","Repository appears stale","Quality score needs review","Recent maintenance: 4y since push","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Use Papers Notebook in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 83/100 Strong shortlist","Audit: 74/100 Needs review","Safety: 58/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"dyweb-papers-notebook (Papers Notebook)","install_command":"npx skills add dyweb/papers-notebook","risk_summary":"Needs review; 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Skill purpose: :page_facing_up: :cn: :page_with_curl: 论文阅读笔记（分布式系统、虚拟化、机器学习）Papers Notebook (Distributed System, Virtualization, Machine Learning)"}],"handoff_url":"https://www.openagentskill.com/api/skills/dyweb-papers-notebook/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/dyweb-papers-notebook"},"trust":{"score":83,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"2.2K GitHub stars","repoActivity":"2.2K stars, 254 forks","lastPushed":"4y since push","license":"Apache-2.0","repository":"https://github.com/dyweb/papers-notebook","install":"npx skills add dyweb/papers-notebook","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"success_rate":null,"install_attempts":0,"risk_blocked":0,"setup_required":0,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["productivity-automation","notes","knowledge","productivity","computer-system","operating-system"],"known_risks":["Repository looks stale","Quality score needs review","Recent maintenance: 4y since push"]},"audit":{"score":74,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Repository appears stale","Repository looks stale","Quality score needs review","Recent maintenance: 4y since push"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":74,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"4y since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that require actively maintained dependencies","production agents without a repository review","Repository looks stale","No OpenAgentSkill engagement data yet","Repository appears stale","Quality score needs review","Recent maintenance: 4y since push","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Use Papers Notebook in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 83/100 Strong shortlist","Audit: 74/100 Needs review","Safety: 58/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"dyweb-papers-notebook (Papers Notebook)","install_command":"npx skills add dyweb/papers-notebook","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"endpoints":{"web":"https://www.openagentskill.com/skills/dyweb-papers-notebook","api":"https://www.openagentskill.com/api/agent/skills/dyweb-papers-notebook","audit":"https://www.openagentskill.com/skills/dyweb-papers-notebook/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=dyweb-papers-notebook&task=Use%20Papers%20Notebook%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Papers%20Notebook%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","install":"https://www.openagentskill.com/api/skills/dyweb-papers-notebook/install","manifest":"https://www.openagentskill.com/api/registry/manifest/dyweb-papers-notebook"}},"platforms":["Notes","Claude Code"],"use_cases":[{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"}],"install":"npx skills add dyweb/papers-notebook","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx skills add dyweb/papers-notebook","description":"Use the registry command when your workflow supports the OpenAgentSkill installer.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Papers Notebook\" agent skill from https://github.com/dyweb/papers-notebook. 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Skill purpose: :page_facing_up: :cn: :page_with_curl: 论文阅读笔记（分布式系统、虚拟化、机器学习）Papers Notebook (Distributed System, Virtualization, Machine Learning)","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"Papers Notebook\" from https://github.com/dyweb/papers-notebook into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: :page_facing_up: :cn: :page_with_curl: 论文阅读笔记（分布式系统、虚拟化、机器学习）Papers Notebook (Distributed System, Virtualization, Machine Learning)","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/dyweb/papers-notebook","github_repo":"dyweb/papers-notebook","version":"1.0.0","license":"Apache-2.0","updated_at":"2026-06-21T02:41:01.110867+00:00","canonical_key":"dyweb/papers-notebook","recommendation_reasons":["Matches task terms: notebook","Useful GitHub adoption: 2,204 stars","Install handoff is available","Repository freshness signal is available","Registry match score 566"],"urls":{"web":"https://www.openagentskill.com/skills/dyweb-papers-notebook","api":"https://www.openagentskill.com/api/agent/skills/dyweb-papers-notebook","install_api":"https://www.openagentskill.com/api/skills/dyweb-papers-notebook/install","audit":"https://www.openagentskill.com/skills/dyweb-papers-notebook/audit","repository":"https://github.com/dyweb/papers-notebook"}}],"meta":{"endpoint":"/api/skills/search","canonical_agent_endpoint":"/api/agent/resolve","safety_policy":"Blocked candidates are excluded by default. 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