{"adoption": {"forks": 743, "observed_at": "2026-08-28T04:09:55.927275+00:00", "stars": 7105}, "canonical_url": "https://ross.abutalabs.com/products/agent-learning-hub", "card": {"archived": false, "artifact_type": "learning-resource", "description": "AI Agent 学习路线与资料库收集", "domain": ["artificial-intelligence", "large-language-models", "tutorials", "awesome-lists"], "enriched": true, "function": ["agent-framework", "llm-inference", "rag", "prompt-engineering", "mcp", "developer-tools"], "health_score": 76, "homepage": "https://datawhalechina.github.io/Agent-Learning-Hub/", "language": "HTML", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["datawhalechina/Agent-Learning-Hub"], "name": "datawhalechina/Agent-Learning-Hub", "platform": [], "pushed_at": "2026-07-19T12:59:49+00:00", "repo": "datawhalechina/Agent-Learning-Hub", "stars": 7105, "tags": ["learning-roadmap", "curated-resources", "ai-agents", "study-guide", "datawhale", "chinese", "web-server"], "topics": [], "urls": [], "use_cases": ["learn how to build AI agents from scratch", "find a structured roadmap for LLM agent development", "understand agent loops and tool calling", "study agent evaluation and safety practices", "find curated papers and projects about AI agents", "decide when to use an agent versus a workflow"], "what_it_is": "A curated AI Agent learning roadmap and resource collection maintained by Datawhale, organized as an actionable todo list with stages from basic agent loops to evaluation and safety. It aggregates official docs, papers, blog posts, and open-source projects into a structured path for building reliable agents.", "when_to_avoid": ["you need runnable agent code or a framework rather than a guide", "you want a comprehensive textbook-style reference with exercises and grading", "you only want role-play multi-agent framework tutorials, which the repo explicitly deprioritizes"], "when_to_choose": ["you want a step-by-step curriculum for learning AI agent engineering", "you need curated, opinionated resources instead of random link dumps", "you are a beginner or an LLM developer filling gaps in tool use, RAG, memory, or evals"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/agent-learning-hub", "repo": "datawhalechina/Agent-Learning-Hub", "role": "main", "score": 56}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.927275+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:40:08.387444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3b5821cceba3354261626485846d1ae4a5284416a35c9466581152976e5db01d", "fetched_at": "2026-08-28T04:09:55.927275+00:00", "kind": "readme", "missing": false, "url": "https://github.com/datawhalechina/Agent-Learning-Hub"}, {"content_hash": "3813d21c4d7b795533074297ed54e9de30ac1560f5bba10cfecd6c5c224547b6", "fetched_at": "2026-08-29T08:35:43.289647+00:00", "kind": "homepage", "missing": false, "url": "https://datawhalechina.github.io/Agent-Learning-Hub/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.927275+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:40:08.387444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3b5821cceba3354261626485846d1ae4a5284416a35c9466581152976e5db01d", "fetched_at": "2026-08-28T04:09:55.927275+00:00", "kind": "readme", "missing": false, "url": "https://github.com/datawhalechina/Agent-Learning-Hub"}, {"content_hash": "3813d21c4d7b795533074297ed54e9de30ac1560f5bba10cfecd6c5c224547b6", "fetched_at": "2026-08-29T08:35:43.289647+00:00", "kind": "homepage", "missing": false, "url": "https://datawhalechina.github.io/Agent-Learning-Hub/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:40:08.387444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3b5821cceba3354261626485846d1ae4a5284416a35c9466581152976e5db01d", "fetched_at": "2026-08-28T04:09:55.927275+00:00", "kind": "readme", "missing": false, "url": "https://github.com/datawhalechina/Agent-Learning-Hub"}, {"content_hash": "3813d21c4d7b795533074297ed54e9de30ac1560f5bba10cfecd6c5c224547b6", "fetched_at": "2026-08-29T08:35:43.289647+00:00", "kind": "homepage", "missing": false, "url": "https://datawhalechina.github.io/Agent-Learning-Hub/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.927275+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.927275+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.927275+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:40:08.387444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3b5821cceba3354261626485846d1ae4a5284416a35c9466581152976e5db01d", "fetched_at": "2026-08-28T04:09:55.927275+00:00", "kind": "readme", "missing": false, "url": "https://github.com/datawhalechina/Agent-Learning-Hub"}, {"content_hash": "3813d21c4d7b795533074297ed54e9de30ac1560f5bba10cfecd6c5c224547b6", "fetched_at": "2026-08-29T08:35:43.289647+00:00", "kind": "homepage", "missing": false, "url": "https://datawhalechina.github.io/Agent-Learning-Hub/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.927275+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.927275+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:40:08.387444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3b5821cceba3354261626485846d1ae4a5284416a35c9466581152976e5db01d", "fetched_at": "2026-08-28T04:09:55.927275+00:00", "kind": "readme", "missing": false, "url": "https://github.com/datawhalechina/Agent-Learning-Hub"}, {"content_hash": "3813d21c4d7b795533074297ed54e9de30ac1560f5bba10cfecd6c5c224547b6", "fetched_at": "2026-08-29T08:35:43.289647+00:00", "kind": "homepage", "missing": false, "url": "https://datawhalechina.github.io/Agent-Learning-Hub/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.927275+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.927275+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.927275+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:40:08.387444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3b5821cceba3354261626485846d1ae4a5284416a35c9466581152976e5db01d", "fetched_at": "2026-08-28T04:09:55.927275+00:00", "kind": "readme", "missing": false, "url": "https://github.com/datawhalechina/Agent-Learning-Hub"}, {"content_hash": "3813d21c4d7b795533074297ed54e9de30ac1560f5bba10cfecd6c5c224547b6", "fetched_at": "2026-08-29T08:35:43.289647+00:00", "kind": "homepage", "missing": false, "url": "https://datawhalechina.github.io/Agent-Learning-Hub/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.927275+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.927275+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:40:08.387444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3b5821cceba3354261626485846d1ae4a5284416a35c9466581152976e5db01d", "fetched_at": "2026-08-28T04:09:55.927275+00:00", "kind": "readme", "missing": false, "url": "https://github.com/datawhalechina/Agent-Learning-Hub"}, {"content_hash": "3813d21c4d7b795533074297ed54e9de30ac1560f5bba10cfecd6c5c224547b6", "fetched_at": "2026-08-29T08:35:43.289647+00:00", "kind": "homepage", "missing": false, "url": "https://datawhalechina.github.io/Agent-Learning-Hub/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:40:08.387444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3b5821cceba3354261626485846d1ae4a5284416a35c9466581152976e5db01d", "fetched_at": "2026-08-28T04:09:55.927275+00:00", "kind": "readme", "missing": false, "url": "https://github.com/datawhalechina/Agent-Learning-Hub"}, {"content_hash": "3813d21c4d7b795533074297ed54e9de30ac1560f5bba10cfecd6c5c224547b6", "fetched_at": "2026-08-29T08:35:43.289647+00:00", "kind": "homepage", "missing": false, "url": "https://datawhalechina.github.io/Agent-Learning-Hub/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:40:08.387444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3b5821cceba3354261626485846d1ae4a5284416a35c9466581152976e5db01d", "fetched_at": "2026-08-28T04:09:55.927275+00:00", "kind": "readme", "missing": false, "url": "https://github.com/datawhalechina/Agent-Learning-Hub"}, {"content_hash": "3813d21c4d7b795533074297ed54e9de30ac1560f5bba10cfecd6c5c224547b6", "fetched_at": "2026-08-29T08:35:43.289647+00:00", "kind": "homepage", "missing": false, "url": "https://datawhalechina.github.io/Agent-Learning-Hub/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:40:08.387444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3b5821cceba3354261626485846d1ae4a5284416a35c9466581152976e5db01d", "fetched_at": "2026-08-28T04:09:55.927275+00:00", "kind": "readme", "missing": false, "url": "https://github.com/datawhalechina/Agent-Learning-Hub"}, {"content_hash": "3813d21c4d7b795533074297ed54e9de30ac1560f5bba10cfecd6c5c224547b6", "fetched_at": "2026-08-29T08:35:43.289647+00:00", "kind": "homepage", "missing": false, "url": "https://datawhalechina.github.io/Agent-Learning-Hub/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 93, "longevity": 7, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "young"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 108, "days_push": 45, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 56, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}