Run multiple AI models in parallel for 3-5x speedup with ENFORCED performance statistics tracking. Use when validating with Grok, Gemini, GPT-5, DeepSeek, MiniMax, Kimi, GLM, or…
Use when searching across both Chinese and international sources simultaneously (17 engines: 8 CN + 9 Global).
Use when your research software comprises multiple independent subprojects or microservices (calculation engines, web services, data processors, websites) that must be deployed…
Pipeline for grounded research: gather (≥2 sources) → conflict-detect → synthesize-with-provenance. Cites K2 §3.1 (provenance per claim) + K2 §3.2 (multiview retrieval).
Use when after RAMClustR clustering and do.findmain molecular weight inference are complete, when you need to submit the same inferred spectra to multiple third-party annotation…
Use when when you have downloaded raw spectroscopic datasets from multiple sources (NMR, HSQC, COSY, IR files) and need to combine them into a single coherent training corpus…
Use when you have independently generated or received both scATAC-seq peak count matrices and scRNA-seq gene expression matrices from the same set of cells (multiome experiment),…
多组学整合、通路富集、系统生物学和代谢模型 workflow skill。用于 transcriptome/proteome/metabolome integration、GO/KEGG/Reactome/GSEA、MOFA、network、CellChat、COBRApy、SBML、flux balance 等任务。
Use when you have raw IM-MS data in UIMF or Agilent MassHunter .d format acquired from a multiplexed (interleaved) ion mobility experiment, and you need to recover indivi — from…
Aggregates QC from 150+ bioinformatics tools into one interactive HTML report. Scans FastQC, samtools, STAR, HISAT2, Trim Galore, featureCounts, Kallisto, Salmon, Picard, GATK…
Use when you have a trained multitask model checkpoint and preprocessed spectral inputs (1D NMR spectra, 1H-only, 13C-only, or combined 1H+13C), and you need to generate…
Use when after peak filtering and normalization, when you have a peak-abundance matrix (samples × assigned molecular formulas) and need to visualize and test for differences in…
Local-first semantic image search — index folders of images and search them by natural-language description (SigLIP/CLIP embeddings + LanceDB, fully offline, no API keys).
Overview of Experimental MVCC feature - snapshot isolation, versioning, limitations
Use when the empirical identification strategy is the bottleneck for a Management-World manuscript — quasi-experimental designs (DID, IV, RDD, DML, event study) with Chinese…
用于撰写或修改《管理世界》稿件的文献综述章节，建立国际脉络—本土研究—本文位置的三层对话式结构。Use when…
Use when you have raw metabolomics data in mzML or mzXML format and need to extract ion features, align them across samples, and produce a normalized feature table for downstream…
Use when when you have a real mzML file from an untargeted metabolomics LC-MS/MS experiment and need to extract the chemical features it contains—either to simulate a…
Use when applying The Almanack of Naval Ravikant to convert a principle into a concrete behavior, experiment, or operating rule.
Orchestrate an Agent Team to build complex n8n workflows. Use when the user requests a workflow with 5+ nodes, multi-branch logic, AI agents, error handling, or multiple…
End-to-end product naming pipeline — brief → competitor scan → theme-by-theme generation → clearance → selection → TLD/budget → lock.
Build neuro-symbolic LLM applications with Synalinks framework. Use when working with DataModel, Program, Generator, Module, training LLM pipelines, in-context learning — from…
Run this repo’s Units+Checkpoints research pipelines end-to-end (survey/综述/review/调研/教程/系统综述/审稿), with workspaces + checkpoints.
Reddit-Recherche und Engagement für B2B/Manufacturing. Scannt Subreddits, formuliert Antworten vor, extrahiert Insights. — from tools-only/X-Skills
Designs graphics for thumbnails, social media, banners, and presentations. Applies design principles (CRAP, Gestalt, visual hierarchy) with research-backed techniques.
Designs graphics for thumbnails, social media, banners, and presentations. Applies design principles (CRAP, Gestalt, visual hierarchy) with research-backed techniques.
Per-feature NaN-safe Spearman/Pearson correlation across many features (genes, proteins, variants) with missing values.
Token deep dive — info, OHLCV, holders, flows, flow intelligence, who bought/sold, DEX trades, PnL, perp trades, perp positions, perp PnL leaderboard.
Use when after generating a q-value bedgraph track from ChIP-Seq pileup versus local lambda comparison, and you need to identify statistically significant narrow peaks with…
Analyze NASH simulation results. Use when the user asks to analyze results, validate a simulation, verify a hypothesis, check convergence, visualize data, plot results, interpret…
Creates breathtaking iOS/Mac and web apps with organic, non-AI aesthetic. Expert in SwiftUI, React animations, physics-based motion, and human-crafted design.
Trigger native web search. Use when you need quick internet research with concise summaries and full source URLs.
Field-based research methodology studying expert decision-making in real-world high-stakes environments
Research on how insights and creative solutions emerge naturally during problem-solving and expertise
Multi-source literature search, citation verification, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related…
Use when targeting Nature Astronomy (Nat Astron) or deciding whether an astronomy or astrophysics manuscript fits this venue.
Use when targeting Nature Cell Biology or deciding whether a cell-biology manuscript fits this venue.
Use when targeting Nature Chemistry (Nat Chem) or deciding whether a chemistry manuscript fits this Springer Nature venue.
Use when targeting Nature Climate Change or deciding whether a climate science manuscript fits this venue.
Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts.
Use when targeting Nature Ecology & Evolution (Nat Ecol Evol) or deciding whether an ecology or evolutionary biology manuscript fits this venue.
Use when targeting Nature Energy or deciding whether an energy research manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
标准化实验日志记录——接收原始材料（图/语音/文字），产出带 YAML frontmatter 的标准日志到 Obsidian vault。需配合飞书 CLI 或手动输入使用。
The discipline of keeping a field notebook — words, pictures, numbers, metadata, and questions captured during sustained outdoor observation.
Use when targeting Nature Microbiology (Nat Microbiol) or deciding whether a microbiology or microbial-ecology manuscript fits this venue.
Use when targeting Nature Neuroscience (Nat Neurosci) or deciding whether a neuroscience manuscript fits this venue.
Convert scientific papers, theses, technical reports, source code, figures, or research manuscripts into evidence-grounded Chinese invention patent drafts.
Use when targeting Nature Physics (Nat Phys) or deciding whether a physics manuscript fits this conceptual-advance, broad-audience Nature-family venue.
Polish, restructure, or translate academic prose into Nature-leaning English using the paper-architecture and writing-strategy principles from Scientific English Writing &…
Use when targeting Nature Reviews Chemistry (Nat Rev Chem) or deciding whether a chemistry review proposal fits this commissioned, authoritative-review venue.
Use when targeting Nature Reviews Physics (Nat Rev Phys) or deciding whether a review proposal across any area of physics fits this commissioned, authoritative review venue that…
Use when targeting Nature Structural & Molecular Biology (NSMB) or deciding whether a structural/molecular biology manuscript fits this venue.
Draft, restructure, or plan Nature-style manuscript sections from author-provided claims, results, figures, notes, or Chinese drafts.
Use for experimental studies submitted to 《南开管理评论》 (Nankai Business Review) — design (between/within, scenario/vignette, lab/field), manipulation checks, randomization and…
Use to develop hypotheses for 《南开管理评论》 (Nankai Business Review) so each is backed by an explicit theoretical mechanism, not intuition.
Use for qualitative theory-building submitted to 《南开管理评论》 (Nankai Business Review) — multi-case comparison (replication logic, case selection), grounded-theory coding (open /…
Use to draft the revise-and-resubmit (R&R) response letter for 《南开管理评论》 (Nankai Business Review) — addressing reviewer concerns on theoretical contribution, mechanism logic,…
Submit compact NCBI Datasets v2 requests for assembly, genome, taxonomy, and related metadata endpoints.
Use when communicating with neurodivergent users — adapts response structure, clarity, and pacing for ADHD, autism, and other neurotypes. Recommended base for all nd-* skills.
Drafts an eCTD-compliant New Drug Application (NDA) for FDA submission under 21 CFR Part 314. Compiles clinical trial data, CMC documentation, nonclinical studies,…