{"adoption": {"forks": 340, "observed_at": "2026-08-28T04:08:28.120614+00:00", "stars": 3881}, "canonical_url": "https://ross.abutalabs.com/products/sanyuan-skills", "card": {"archived": false, "artifact_type": "plugin", "description": "Expert code review skill: SOLID, security, performance, error handling, boundary conditions", "domain": ["developer-tools", "education"], "enriched": true, "function": ["code-review", "agent-framework", "prompt-engineering", "developer-tools"], "health_score": 69, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["sanyuan0704/sanyuan-skills"], "name": "sanyuan0704/sanyuan-skills", "platform": ["cli", "cross-platform"], "pushed_at": "2026-05-11T07:21:45+00:00", "repo": "sanyuan0704/sanyuan-skills", "stars": 3881, "tags": ["claude-code", "agent-skills", "ai-tutoring", "skill-authoring", "knowledge-base", "automation", "nodejs"], "topics": [], "urls": [], "use_cases": ["review my git changes for security and performance issues", "get a senior-engineer style code review of SOLID and error handling", "set up an AI tutor for mastery learning on a topic", "audit the quality of an existing agent skill", "create a new high-quality agent skill", "compile my notes into a structured wiki knowledge base", "run a guided reading session with spaced repetition"], "what_it_is": "A collection of production-grade agent skills for Claude Code and other AI agent terminals, installable via npx. It includes a code review expert, an AI tutor, skill quality auditing and authoring meta-skills, a wiki compiler, and a reading coach.", "when_to_avoid": ["you need a standalone code review tool that runs in CI without an AI agent", "you don't use any AI agent terminal or LLM-based workflow", "you need deterministic, non-LLM static analysis"], "when_to_choose": ["you use Claude Code or a compatible agent terminal and want ready-made expert skills", "you want consistent, structured code reviews on your git changes", "you author agent skills and want quality auditing and authoring guidance"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/sanyuan-skills", "repo": "sanyuan0704/sanyuan-skills", "role": "main", "score": 52}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:08:28.120614+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:25:43.131227+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e2edc1b4c7f40987fcf4c8f5d6abffd39dde87140c509617d826d99a5da3ef52", "fetched_at": "2026-08-28T04:08:28.120614+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sanyuan0704/sanyuan-skills"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:08:28.120614+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:25:43.131227+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e2edc1b4c7f40987fcf4c8f5d6abffd39dde87140c509617d826d99a5da3ef52", "fetched_at": "2026-08-28T04:08:28.120614+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sanyuan0704/sanyuan-skills"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:25:43.131227+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e2edc1b4c7f40987fcf4c8f5d6abffd39dde87140c509617d826d99a5da3ef52", "fetched_at": "2026-08-28T04:08:28.120614+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sanyuan0704/sanyuan-skills"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:08:28.120614+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:08:28.120614+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:08:28.120614+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:25:43.131227+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e2edc1b4c7f40987fcf4c8f5d6abffd39dde87140c509617d826d99a5da3ef52", "fetched_at": "2026-08-28T04:08:28.120614+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sanyuan0704/sanyuan-skills"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:08:28.120614+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:08:28.120614+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:25:43.131227+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e2edc1b4c7f40987fcf4c8f5d6abffd39dde87140c509617d826d99a5da3ef52", "fetched_at": "2026-08-28T04:08:28.120614+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sanyuan0704/sanyuan-skills"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:08:28.120614+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:08:28.120614+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:08:28.120614+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:25:43.131227+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e2edc1b4c7f40987fcf4c8f5d6abffd39dde87140c509617d826d99a5da3ef52", "fetched_at": "2026-08-28T04:08:28.120614+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sanyuan0704/sanyuan-skills"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:08:28.120614+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:08:28.120614+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:25:43.131227+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e2edc1b4c7f40987fcf4c8f5d6abffd39dde87140c509617d826d99a5da3ef52", "fetched_at": "2026-08-28T04:08:28.120614+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sanyuan0704/sanyuan-skills"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:25:43.131227+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e2edc1b4c7f40987fcf4c8f5d6abffd39dde87140c509617d826d99a5da3ef52", "fetched_at": "2026-08-28T04:08:28.120614+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sanyuan0704/sanyuan-skills"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:25:43.131227+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e2edc1b4c7f40987fcf4c8f5d6abffd39dde87140c509617d826d99a5da3ef52", "fetched_at": "2026-08-28T04:08:28.120614+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sanyuan0704/sanyuan-skills"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:25:43.131227+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e2edc1b4c7f40987fcf4c8f5d6abffd39dde87140c509617d826d99a5da3ef52", "fetched_at": "2026-08-28T04:08:28.120614+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sanyuan0704/sanyuan-skills"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 81, "longevity": 15, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 210, "days_push": 114, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 52, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}