{"adoption": {"forks": 286, "observed_at": "2026-08-28T04:08:15.792692+00:00", "stars": 3735}, "canonical_url": "https://ross.abutalabs.com/products/qiushi-skill", "card": {"archived": false, "artifact_type": "plugin", "description": "Qiushi-Skill: Build agents that investigate first, focus on the main contradiction, validate in practice, and keep pushing until the work is actually done. 求是Skill——从经典唯物辩证法与实践哲学中提炼出一条总原则和九大方法论工具武装AI大脑。", "domain": ["developer-tools"], "enriched": true, "function": ["agent-framework", "prompt-engineering", "workflow-automation", "developer-tools"], "health_score": 76, "homepage": "http://hughyau.com/qiushi-skill/", "language": "JavaScript", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["HughYau/qiushi-skill"], "name": "HughYau/qiushi-skill", "platform": ["cross-platform", "cli"], "pushed_at": "2026-07-20T19:04:56+00:00", "repo": "HughYau/qiushi-skill", "stars": 3735, "tags": ["ai-agent-skills", "methodology", "claude-code", "cursor", "dialectics", "problem-solving", "chinese", "ai-agents", "automation", "nodejs"], "topics": ["ai-agents", "methodology", "skills", "workflow"], "urls": [], "use_cases": ["make my AI agent investigate before answering", "help the agent identify the main contradiction in a complex problem", "add self-review and critique loops to agent workflows", "improve agent persistence on long-running tasks", "prioritize and focus agent effort on what matters", "structure long-term multi-stage task planning for agents"], "what_it_is": "Qiushi-Skill is a collection of AI Agent Skills that distills a general principle and nine methodological tools from classical materialist dialectics and practice philosophy to structure how AI agents analyze and execute tasks. It is distributed as an npm package and installable into agent tools like Claude Code, Cursor, and Codex.", "when_to_avoid": ["you expect the skill to generate answers or automate tasks directly - it only constrains the reasoning process", "you need a general agent framework or runtime rather than a methodology/prompt skill pack", "you prefer agents without opinionated philosophical workflow constraints"], "when_to_choose": ["you use Claude Code, Cursor, Codex, or similar agent tools and want a systematic reasoning methodology layered on top", "your agent gives premature answers without investigating context", "you want structured problem-analysis, prioritization, and iteration discipline for agent workflows"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/qiushi-skill", "repo": "HughYau/qiushi-skill", "role": "main", "score": 56}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:08:15.792692+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:29:11.409470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ff6965646df19e2d485144f5d0006cbb885f791a02af6bec9887fc5aba44b55a", "fetched_at": "2026-08-28T04:08:15.792692+00:00", "kind": "readme", "missing": false, "url": "https://github.com/HughYau/qiushi-skill"}, {"content_hash": "2d47d82540cd1dc25bf637987d6b64d908feb02a584860edb6e6b1830eedaf6e", "fetched_at": "2026-08-29T09:23:59.466407+00:00", "kind": "homepage", "missing": false, "url": "http://hughyau.com/qiushi-skill/"}, {"content_hash": "ed524702a71beb6ba93eb937014dd288cebbb7ba1f57443500f869fbea53e03f", "fetched_at": "2026-08-29T09:23:59.475749+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/qiushi-skill"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:08:15.792692+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:29:11.409470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ff6965646df19e2d485144f5d0006cbb885f791a02af6bec9887fc5aba44b55a", "fetched_at": "2026-08-28T04:08:15.792692+00:00", "kind": "readme", "missing": false, "url": "https://github.com/HughYau/qiushi-skill"}, {"content_hash": "2d47d82540cd1dc25bf637987d6b64d908feb02a584860edb6e6b1830eedaf6e", "fetched_at": "2026-08-29T09:23:59.466407+00:00", "kind": "homepage", "missing": false, "url": "http://hughyau.com/qiushi-skill/"}, {"content_hash": "ed524702a71beb6ba93eb937014dd288cebbb7ba1f57443500f869fbea53e03f", "fetched_at": "2026-08-29T09:23:59.475749+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/qiushi-skill"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:29:11.409470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ff6965646df19e2d485144f5d0006cbb885f791a02af6bec9887fc5aba44b55a", "fetched_at": "2026-08-28T04:08:15.792692+00:00", "kind": "readme", "missing": false, "url": "https://github.com/HughYau/qiushi-skill"}, {"content_hash": "2d47d82540cd1dc25bf637987d6b64d908feb02a584860edb6e6b1830eedaf6e", "fetched_at": "2026-08-29T09:23:59.466407+00:00", "kind": "homepage", "missing": false, "url": "http://hughyau.com/qiushi-skill/"}, {"content_hash": "ed524702a71beb6ba93eb937014dd288cebbb7ba1f57443500f869fbea53e03f", "fetched_at": "2026-08-29T09:23:59.475749+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/qiushi-skill"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:08:15.792692+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:08:15.792692+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:08:15.792692+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:29:11.409470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ff6965646df19e2d485144f5d0006cbb885f791a02af6bec9887fc5aba44b55a", "fetched_at": "2026-08-28T04:08:15.792692+00:00", "kind": "readme", "missing": false, "url": "https://github.com/HughYau/qiushi-skill"}, {"content_hash": "2d47d82540cd1dc25bf637987d6b64d908feb02a584860edb6e6b1830eedaf6e", "fetched_at": "2026-08-29T09:23:59.466407+00:00", "kind": "homepage", "missing": false, "url": "http://hughyau.com/qiushi-skill/"}, {"content_hash": "ed524702a71beb6ba93eb937014dd288cebbb7ba1f57443500f869fbea53e03f", "fetched_at": "2026-08-29T09:23:59.475749+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/qiushi-skill"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:08:15.792692+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:08:15.792692+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:29:11.409470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ff6965646df19e2d485144f5d0006cbb885f791a02af6bec9887fc5aba44b55a", "fetched_at": "2026-08-28T04:08:15.792692+00:00", "kind": "readme", "missing": false, "url": "https://github.com/HughYau/qiushi-skill"}, {"content_hash": "2d47d82540cd1dc25bf637987d6b64d908feb02a584860edb6e6b1830eedaf6e", "fetched_at": "2026-08-29T09:23:59.466407+00:00", "kind": "homepage", "missing": false, "url": "http://hughyau.com/qiushi-skill/"}, {"content_hash": "ed524702a71beb6ba93eb937014dd288cebbb7ba1f57443500f869fbea53e03f", "fetched_at": "2026-08-29T09:23:59.475749+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/qiushi-skill"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:08:15.792692+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:08:15.792692+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:08:15.792692+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:29:11.409470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ff6965646df19e2d485144f5d0006cbb885f791a02af6bec9887fc5aba44b55a", "fetched_at": "2026-08-28T04:08:15.792692+00:00", "kind": "readme", "missing": false, "url": "https://github.com/HughYau/qiushi-skill"}, {"content_hash": "2d47d82540cd1dc25bf637987d6b64d908feb02a584860edb6e6b1830eedaf6e", "fetched_at": "2026-08-29T09:23:59.466407+00:00", "kind": "homepage", "missing": false, "url": "http://hughyau.com/qiushi-skill/"}, {"content_hash": "ed524702a71beb6ba93eb937014dd288cebbb7ba1f57443500f869fbea53e03f", "fetched_at": "2026-08-29T09:23:59.475749+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/qiushi-skill"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:08:15.792692+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:08:15.792692+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:29:11.409470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ff6965646df19e2d485144f5d0006cbb885f791a02af6bec9887fc5aba44b55a", "fetched_at": "2026-08-28T04:08:15.792692+00:00", "kind": "readme", "missing": false, "url": "https://github.com/HughYau/qiushi-skill"}, {"content_hash": "2d47d82540cd1dc25bf637987d6b64d908feb02a584860edb6e6b1830eedaf6e", "fetched_at": "2026-08-29T09:23:59.466407+00:00", "kind": "homepage", "missing": false, "url": "http://hughyau.com/qiushi-skill/"}, {"content_hash": "ed524702a71beb6ba93eb937014dd288cebbb7ba1f57443500f869fbea53e03f", "fetched_at": "2026-08-29T09:23:59.475749+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/qiushi-skill"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:29:11.409470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ff6965646df19e2d485144f5d0006cbb885f791a02af6bec9887fc5aba44b55a", "fetched_at": "2026-08-28T04:08:15.792692+00:00", "kind": "readme", "missing": false, "url": "https://github.com/HughYau/qiushi-skill"}, {"content_hash": "2d47d82540cd1dc25bf637987d6b64d908feb02a584860edb6e6b1830eedaf6e", "fetched_at": "2026-08-29T09:23:59.466407+00:00", "kind": "homepage", "missing": false, "url": "http://hughyau.com/qiushi-skill/"}, {"content_hash": "ed524702a71beb6ba93eb937014dd288cebbb7ba1f57443500f869fbea53e03f", "fetched_at": "2026-08-29T09:23:59.475749+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/qiushi-skill"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:29:11.409470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ff6965646df19e2d485144f5d0006cbb885f791a02af6bec9887fc5aba44b55a", "fetched_at": "2026-08-28T04:08:15.792692+00:00", "kind": "readme", "missing": false, "url": "https://github.com/HughYau/qiushi-skill"}, {"content_hash": "2d47d82540cd1dc25bf637987d6b64d908feb02a584860edb6e6b1830eedaf6e", "fetched_at": "2026-08-29T09:23:59.466407+00:00", "kind": "homepage", "missing": false, "url": "http://hughyau.com/qiushi-skill/"}, {"content_hash": "ed524702a71beb6ba93eb937014dd288cebbb7ba1f57443500f869fbea53e03f", "fetched_at": "2026-08-29T09:23:59.475749+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/qiushi-skill"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:29:11.409470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ff6965646df19e2d485144f5d0006cbb885f791a02af6bec9887fc5aba44b55a", "fetched_at": "2026-08-28T04:08:15.792692+00:00", "kind": "readme", "missing": false, "url": "https://github.com/HughYau/qiushi-skill"}, {"content_hash": "2d47d82540cd1dc25bf637987d6b64d908feb02a584860edb6e6b1830eedaf6e", "fetched_at": "2026-08-29T09:23:59.466407+00:00", "kind": "homepage", "missing": false, "url": "http://hughyau.com/qiushi-skill/"}, {"content_hash": "ed524702a71beb6ba93eb937014dd288cebbb7ba1f57443500f869fbea53e03f", "fetched_at": "2026-08-29T09:23:59.475749+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/qiushi-skill"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 93, "longevity": 11, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases", "young"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 161, "days_push": 44, "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}}