Use when you need a complete research workflow from initial literature search to polished, fact-checked document. Chains researcher -> synthesizer -> devils-advocate -> fact-checker -> editor automatically.

dangeles5

学術

Scientific Analysis Architect

Use when planning multi-chapter scientific research analyses with expert consultation. Produces markdown analysis documents with pseudocode for RNA-seq, proteomics, or other data analysis workflows. Triggers on research planning, analysis architecture, or multi-chapter analysis design requests.

dangeles5

ラボツール

Experimental Planner

Use when theoretical calculations need experimental validation, protocols must be designed with clear hypotheses and success criteria, or resource requirements (equipment, materials, expertise) must be estimated for proposed experiments

dangeles5

学術

Researcher

Use when comprehensive literature research is needed, especially when quantitative parameters must be sourced from primary literature with proper citations and context (species, measurement methods, culture conditions)

dangeles5

科学計算

Biologist Commentator

Use when evaluating biological relevance, methodological appropriateness, or scientific validity of bioinformatics approaches, or when choosing between analysis methods/software tools.

dangeles5

データ分析

Program Officer

Use when coordinating complex research tasks requiring literature synthesis, quantitative validation, or multi-source integration across researcher, calculator, synthesizer, and fact-checker skills

dangeles5

バイオインフォマティクス

Bioinformatician

Use when implementing data analysis pipelines, statistical tests, or bioinformatics workflows in code (Python/R), particularly for genomics, transcriptomics, proteomics, or other -omics data.

dangeles5

営業・マーケティング

Principal Investigator

Direct research projects by gathering team feedback and delegating implementation tasks. Writes publication-quality scientific text and coordinates bioinformaticians, software developers, and biologist commentators via technical-pm.

dangeles5

学術

Paper Reach

Run evidence-aware literature screening with Paper-Reach. Search candidate papers, screen abstracts conservatively, review full text when available, and emit structured JSON.

Dai0-25

ラボツール

Recent Notes Research Questions

Mine recent Obsidian notes for creative, testable research questions by reading a compact cluster of recently updated notes, extracting tensions and transfer opportunities, and synthesizing ranked ideas grounded in the user's own note history. Use when the user wants idea generation, research questions, experiment concepts, thesis directions, or cross-note synthesis from their latest notes rather than generic brainstorming.

mseok5

Previous 1…73 74 75…207 Next

Literature Review

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

Cesar5146

デバッグ

Scp Ppikg

Use when you need to connect to the SciGraph SCP server for PPIKG (BioGRID+UniProt protein–protein interaction knowledge graph for target deconvolution) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

zjunlp6

学術

Paper Reading Quick Brief

Rapidly analyze an academic paper and output a structured quick-read brief for deep-read decisions. Use when users ask to review a full paper, summarize problem/method/findings, assess relevance to their own research, identify innovations and limitations, or recommend whether to read the paper in depth.

koen6666

学術

Ref Manager

文献检索与引用管理。检索、筛选、验证学术文献。触发词：'文献检索'、'找文献'、'引用验证'、'ref verify'。

TerryFYL6

アーキテクチャパターン

Ai Domain Biotech Research Acceleration Skill 2026

Despliega soluciones de IA para biotech research acceleration con arquitectura modular, metricas auditables y decisiones alineadas al contexto del dominio.

JonatanGS7776

バイオインフォマティクス

Collect Basic Info

采集科研数字分身的基础信息（研究阶段、学科领域、方法范式、技术能力、科研流程能力）。当用户开始建立科研数字分身、或基础信息尚未填写时使用。

TashanGKD6

学術

Parallel Search

使用多組關鍵字並行搜尋，提高文獻覆蓋率。觸發：並行搜尋、parallel search、批量搜尋、擴展搜尋、多組搜尋、同時搜、找更多、廣泛搜尋、comprehensive search。

u94010666

生産性・インテグレーション

Auto Paper

全自動論文撰寫 + 閉環自我改進系統。 LOAD THIS SKILL WHEN: 全自動寫論文、auto write、自動撰寫、幫我寫完整篇、autopilot、從頭到尾、一鍵寫論文 CAPABILITIES: 編排所有研究 Skills + 3 層 Audit Hooks + Meta-Learning 自我改進

u94010666

コード品質

Concept Validation

概念驗證：確保 concept.md 達到可寫作標準。 LOAD THIS SKILL WHEN: 驗證、validate、可以開始寫了嗎、novelty 夠嗎、check concept CAPABILITIES: validate_concept, validate_concept_quick, validate_for_section

u94010666

バイオインフォマティクス

Lifesciences Genomics

Queries genomic databases (Ensembl, NCBI, HGNC) via curl for gene lookup, variant annotation, orthology, and cross-database ID resolution. This skill should be used when the user asks to "annotate variants", "find orthologs", "map gene IDs", "analyze linkage disequilibrium", or mentions gene symbols, ENSG IDs, HGNC identifiers, VEP annotation, LD analysis, HGVS notation, or DNA sequences.

donbr6

学術

Pubmed

Use this skill when you need to work with pubmed through its generated async Python app, call its MCP-backed functions from code, or inspect available functions with the mcp-skill CLI.

manojbajaj956

Meta Research

Hypothesis-driven research workflow agent for AI and scientific research with two explicit roles: Clawbot Executor (execution) and Research Advisor (heartbeat check-ins). Starts with literature survey, builds hypothesis tree, evaluates via judgment gate, executes experiments, and reflects in a research loop. Trigger words: "research", "hypothesis", "literature survey", "experiment", "write paper", "meta-research", "clawbot", "advisor review", "heartbeat".

AmberLJC6

バイオインフォマティクス

Scp Rna Kg

Use when you need to connect to the SciGraph SCP server for RNA-KG (RNA-centered heterogeneous biomedical knowledge graph with contextual properties for RNA interaction contexts) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

zjunlp6

学術

Life Sciences Graph Builder

Orchestrates life sciences APIs to build knowledge graphs using the Fuzzy-to-Fact protocol, combining MCPs for nodes and curl for edges, then persisting to Graphiti. This skill should be used when the user asks to "build knowledge graphs", "find biological connections", "explore drug repurposing", "validate drug targets", or mentions traversing gene→protein→pathway→drug→disease paths, multi-API orchestration, or graph persistence workflows.

donbr6

金融・投資

Research Plan

Alias for the AnchoredAutoResearch Codex planning wizard. Equivalent intent to $research-plan. Supports --effort low|middle|high and --search N for literature-pool size.

WujiangXu6

LLM・AI

Research Context

Alias for the AnchoredAutoResearch Codex knowledge-source entrypoint. Equivalent intent to $research-context.

WujiangXu6

Git ワークフロー

Research Adopt

AnchoredAutoResearch adopt skill for Codex. Anchors the protocol to an in-progress project (existing LaTeX + git + logs). Imports state as read-only Cycle 1; real cycles start at Cycle 2.

WujiangXu6

デバッグ

Scienceworld Target Identifier

Analyzes room observations to identify objects matching a given target description (e.g., 'living thing'). Triggered after exploring a room when the agent needs to locate a specific type of item. Processes the observation list, filters objects based on target criteria, and returns candidate objects for further action.

zjunlp6

データ分析

Scp Opb

Use when you need to connect to the SciGraph SCP server for OPB (Ontology of Physics for Biology; reference ontology applying physics/thermodynamics concepts to biological systems across scales) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

zjunlp6

デバッグ

1. Parse the Task

This skill parses a user's high-level scientific task in the ScienceWorld environment and extracts the core objective and target location. It should be triggered when a new task instruction is received, especially those involving finding, comparing, or manipulating objects. The skill interprets the query to identify the goal (e.g., 'find the animal with the shortest life span') and any specified locations (e.g., 'animals are in the outside location'), outputting a clear, actionable sub-goal for navigation or observation.

zjunlp6