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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Turns a vague research direction into a focused, problem-anchored method plan through up to five review rounds with a second model. | zjYao36/ | 128 | 6 repos | ~6.9k | Automated safety check: Notes | No licence | 6 mo ago |
| 2 | Read and search GitHub repository documentation via gitmcp.io MCP service. | AgentTeam-TaichuAI/ | 671 | 2 repos | ~638 | Automated safety check: Pass | No licence | 5 mo ago |
| 3 | Find official portals, APIs, and download paths for authoritative primary data sources (governments, international organizations, research institutions, etc.). | MLT-OSS/ | 184 | — | ~3.1k | Automated safety check: Pass | MIT | 8 days ago |
| 4 | Evaluate Jacobian reliability using recently resolved conjectures as held-out probes. | morluto/ | 220 | — | ~816 | Automated safety check: Pass | MIT | 6 days ago |
| 5 | 5.Joplin Orchestration guidance for Joplin note, notebook, and tag management tools | alondmnt/ | 173 | — | ~897 | Automated safety check: Pass | MIT | 29 days ago |
| 6 | 6.Sciverse A skill your agent uses when the user needs academic paper retrieval — searching scientific literature by author/year/journal, finding paper chunks for RAG-style citations, or expanding original… | opendatalab/ | 120 | — | ~3k | Automated safety check: Pass | Unknown | 21 days ago |
| 7 | Author, package, validate, or run mathematical evaluations as Jacobian Harbor datasets. | morluto/ | 220 | — | ~690 | Automated safety check: Pass | MIT | 6 days ago |
| 8 | Design or audit a Jacobian operation’s mathematical contract, boundedness, exact results, and composition. | morluto/ | 220 | — | ~2k | Automated safety check: Pass | MIT | 6 days ago |
| 9 | 9.AI Brain Give Claude a permanent, searchable long-term memory using an Obsidian vault as the store. | Ootto-AI/ | 130 | — | ~1.1k | Automated safety check: Pass | MIT | 3 days ago |
| 10 | Review mathematical agent trajectories for evidence-backed Jacobian improvements; do not resume solving. | morluto/ | 220 | — | ~848 | Automated safety check: Pass | MIT | 6 days ago |
| 11 | This skill should be used when the user asks to maintain an Obsidian knowledge base for a research project, import an existing research repository into Obsidian, keep project memory or daily notes… | brycewang-stanford/ | 4.6k | — | ~2.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 12 | 针对经济金融研究方向的创意生成与评估。生成8-12个可发表的研究idea，过滤后在数据可行的情况下进行小规模实证验证，输出排序后的研究想法报告。 | csmar432/ | 109 | — | ~2.5k | Automated safety check: Pass | MIT | 5 days ago |
| 13 | Design, audit, or repair mathematical benchmark verifiers, submission contracts, and scoring. | morluto/ | 220 | — | ~661 | Automated safety check: Pass | MIT | 6 days ago |
| 14 | File a bug or feature request against @cyanheads/mcp-ts-core when you hit a framework issue. | cyanheads/ | 158 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 15 | 15.Ad Subagent Draft a new Codex custom subagent at .codex/agents/<name.toml, using the official Codex subagents format. | alexandremendoncaalvaro/ | 756 | 1 repo | ~1.3k | Automated safety check: Pass | Unknown | 2 mo ago |
| 16 | Audit a bounded mathematical slice for missing or unusable Jacobian capabilities, beyond a single-operation review. | morluto/ | 220 | — | ~1.5k | Automated safety check: Pass | MIT | 6 days ago |
| 17 | Search Google, Bing, Google News and Google Scholar, and read public pages, with the Serply MCP server. | sickn33/ | 47k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 2 days ago |
| 18 | 18.Bgpt MCP Search scientific papers via the BGPT MCP server and retrieve structured experimental data — methods, results, conclusions, quality scores, and 25+ metadata fields per paper. | ClawBio/ | 1.2k | 1 repo | ~3.2k | Automated safety check: Pass | MIT | 2 days ago |
| 19 | 19.Setup Medsci A skill your agent uses when a skill fails for a missing tool or the environment needs checking. | Aperivue/ | 333 | — | ~960 | Automated safety check: Pass | MIT | 6 days ago |
| 20 | Use Jacobian’s typed operations when exact computation or structural analysis can help solve a mathematical problem. | morluto/ | 220 | — | ~214 | Automated safety check: Pass | MIT | 6 days ago |
| 21 | 21.Idea Creator Generate and rank research ideas given a broad direction. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 4 repos | ~3.9k | Automated safety check: Warn | No licence | 4 mo ago |
| 22 | 22.Aer Statspai A skill your agent uses when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-figures, to run an AER-track analysis with StatsPAI — the… | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Pass | Unknown | 6 days ago |
| 23 | 23.G1 VS-Enhanced Journal Matcher with Journal Intelligence MCP — Real-time journal data pipeline with checkpoint-based human decisions. | brycewang-stanford/ | 4.6k | — | ~3.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 24 | Search Google, Bing, Google News and Google Scholar, and read public pages, through the Serply MCP server. | davepoon/ | 3.6k | — | ~865 | Automated safety check: Pass | MIT | 2 days ago |
| 25 | Model Context Protocol (MCP) server for bioinformatics web services like GEO, STRING, and UCSC Cell Browser. | FreedomIntelligence/ | 3.1k | 1 repo | ~353 | Automated safety check: Pass | MIT | 2 mo ago |
| 26 | Use Jacobian's MCP operations for nontrivial mathematical computation, finite search, structural analysis, formal checking, probability, or optimization. | morluto/ | 220 | — | ~286 | Automated safety check: Pass | MIT | 6 days ago |
| 27 | 27.API Errors McpError constructor, JsonRpcErrorCode reference, and error handling patterns for @cyanheads/mcp-ts-core. | cyanheads/ | 158 | — | ~16k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 28 | Hierarchical retrieval: KB → MCP/Context7 → web. An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 29 | 29.Mat DB Mp Query Materials Project database for crystal structures, computed properties, elastic/magnetic data, and structurally similar materials using the MP API. | learningmatter-mit/ | 176 | — | ~3k | Automated safety check: Pass | MIT | 3 days ago |
| 30 | 30.API Utils API reference for all utilities exported from @cyanheads/mcp-ts-core/utils. | cyanheads/ | 158 | — | ~9.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 31 | 31.API Workers Cloudflare Workers deployment using createWorkerHandler from @cyanheads/mcp-ts-core/worker. | cyanheads/ | 158 | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 32 | Patsnap Scientific & Translational Evidence MCP for AI agents. | patsnap/ | 113 | — | ~728 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 33 | 33.API Config Reference for core and server configuration in @cyanheads/mcp-ts-core. | cyanheads/ | 158 | — | ~6.8k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 34 | 34.API Context Canonical reference for the unified Context object passed to every tool and resource handler in @cyanheads/mcp-ts-core. | cyanheads/ | 158 | — | ~17k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 35 | 35.Carapace Query and contribute structured understanding to Carapace — the shared knowledge base for AI agents. | LeoYeAI/ | 2.2k | — | ~4.1k | Automated safety check: Pass | MIT | 2 mo ago |
