{"slug":"lihanghang-nlp-knowledge-graph","name":"NLP Knowledge Graph","description":"自然语言处理、知识图谱、对话系统，大模型等技术研究与应用。","tagline":"自然语言处理、知识图谱、对话系统，大模型等技术研究与应用。","category":"rag-knowledge","tags":["knowledge-graph","retrieval","knowledge","agent","agentic-ai","bert","deep-learning","ernie","event-driven","kbqa"],"author":{"name":"lihanghang","verified":true,"url":"https://github.com/lihanghang"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"lihanghang/NLP-Knowledge-Graph","creatorName":"lihanghang","creatorUrl":"https://github.com/lihanghang","sourceUrl":"https://github.com/lihanghang/NLP-Knowledge-Graph","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/lihanghang-nlp-knowledge-graph#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. Creators can claim the listing to update ownership signals."},"stats":{"stars":1759,"forks":368,"downloads":0,"rating":0,"review_count":0,"quality_score":49.42},"quality":{"score":73,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"1.8K","tone":"positive"},{"label":"Freshness","value":"1y ago","tone":"warning"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Repository looks stale"]},"trust":{"version":"trust-score-v3","score":85,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"weight":0.13,"status":"pass","detail":"1.8K GitHub 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package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":86,"weight":0.07,"status":"pass","detail":"filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/lihanghang/NLP-Knowledge-Graph"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"1.8K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"1.8K stars, 368 forks; issue activity unavailable in current metadata"},{"status":"fail","label":"Recent maintenance","detail":"1y since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add lihanghang/NLP-Knowledge-Graph"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/lihanghang/NLP-Knowledge-Graph"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["Repository looks stale","Quality score needs review","Documentation summary is thin","Recent maintenance: 1y since push"],"evidence":{"stars":"1.8K GitHub stars","repoActivity":"1.8K stars, 368 forks","lastPushed":"1y since push","license":"MIT","repository":"https://github.com/lihanghang/NLP-Knowledge-Graph","install":"npx skills add lihanghang/NLP-Knowledge-Graph","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Usable metadata, review docs"},"installReadiness":{"ready":true,"command":"npx skills add lihanghang/NLP-Knowledge-Graph","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","1y since push"]},"agentCompatibility":["Knowledge Graph","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Repository looks stale","Quality score needs review","Documentation summary is thin","Recent maintenance: 1y since push"]}},"safety":{"score":60,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["Repository appears stale","60/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["Repository appears stale"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","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.","reasons":["Repository appears stale","60/100 agent safety score"]},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"RAG and knowledge","description":"I need my agent to build a RAG workflow over documents and retrieve reliable context.","useCases":[{"slug":"rag-knowledge","title":"RAG and knowledge"},{"slug":"coding-agents","title":"Coding agents"},{"slug":"workflow-automation","title":"Workflow automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor","Knowledge Graph"],"install":{"ready":true,"command":"npx skills add lihanghang/NLP-Knowledge-Graph","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":1759,"starsLabel":"1.8K","forks":368,"license":"MIT","qualityScore":73,"trustScore":85,"auditScore":76},"maintenance":{"status":"stale","label":"1y since push","daysSincePush":494,"lastPushedAt":"2025-02-08T11:30:03+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Repository appears stale","Repository looks stale","Quality score needs review","Documentation summary is thin","Recent maintenance: 1y since push"]},"coverageTags":["Research","RAG and knowledge","rag-knowledge","knowledge-graph","retrieval","knowledge","agent","agentic-ai"]},"audit":{"audit_score":76,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Repository appears stale","Repository looks stale","Quality score needs 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Skill purpose: 自然语言处理、知识图谱、对话系统，大模型等技术研究与应用。","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 \"NLP Knowledge Graph\" from https://github.com/lihanghang/NLP-Knowledge-Graph 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: 自然语言处理、知识图谱、对话系统，大模型等技术研究与应用。","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/lihanghang/NLP-Knowledge-Graph","github_repo":"lihanghang/NLP-Knowledge-Graph","version":"1.0.0","license":"MIT","updated_at":"2026-06-16T10:02:29.967315+00:00","canonical_key":"lihanghang/nlp-knowledge-graph","recommendation_reasons":["Useful GitHub adoption: 1,759 stars","Install handoff is available","Repository freshness signal is available"],"urls":{"web":"https://www.openagentskill.com/skills/lihanghang-nlp-knowledge-graph","api":"https://www.openagentskill.com/api/agent/skills/lihanghang-nlp-knowledge-graph","install_api":"https://www.openagentskill.com/api/skills/lihanghang-nlp-knowledge-graph/install","audit":"https://www.openagentskill.com/skills/lihanghang-nlp-knowledge-graph/audit","repository":"https://github.com/lihanghang/NLP-Knowledge-Graph"},"meta":{"endpoint":"/api/registry/manifest/{slug}","canonical_agent_endpoint":"/api/agent/skills/lihanghang-nlp-knowledge-graph","agent_friendly":true,"api_version":"1.0","generated_at":"2026-06-17T13:55:50.933Z"}}