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研究

学術研究、科学計算、ラボツール向けエージェントスキルを発見。バイオインフォマティクス、天文データ分析、材料科学、科学者、研究者、学術開発者向けの研究自動化ツールを提供。

openclaw/openclaw

Audit or refresh OpenClaw maturity scorecard docs from root taxonomy, maturity scores, and QA evidence artifacts without using maintainer discrawl data or committed inventory reports.

openclaw/openclaw

Query Google Places for text search, place details, resolve, reviews, or scriptable JSON via goplaces.

healthcare-cdss-patterns

臨床意思決定支援システム（CDSS）パターン、医学的推論、およびエビデンスベースの実装。

healthcare-emr-patterns

電子医療記録（EMR）パターン、相互運用性、およびHL7/FHIR統合。

Hermesデータインポート、マッピング、変換、およびデータインテグリティ検証。

pubmed-database

生物医学文献、MeSH クエリ、PMID 検索、引用取得、および API を利用した文献モニタリングのための PubMed および NCBI E-utilities の直接検索ワークフロー。

ゲノムデータベースへのクイック検索、配列検索、BLAST スタイルの検索、エンリッチメントチェック、および再現可能なバイオインフォマティクス証拠ログのための gget CLI および Python ワークフロー。

literature-review

学術、生物医学、技術、科学的なトピックに対するシステマティックな文献レビューワークフロー。検索計画、ソースのスクリーニング、統合、引用確認、証拠ログを含む。

scholar-evaluation

論文、提案書、文献レビュー、方法論セクション、証拠の質、引用サポート、研究論文フィードバックのための構造化された学術的作業評価。

操作并扩展NanoClaw v2，这是ECC基于claude -p构建的零依赖会话感知REPL。

automation-audit-ops

Evidence-first automation inventory and overlap audit workflow for ECC. Use when the user wants to know which jobs, hooks, connectors, MCP servers, or wrappers are live, broken, redundant, or missing before fixing anything.

healthcare-cdss-patterns

Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert severity classification, and integration into EMR workflows.

orch-fix-defect

Orchestrate fixing a bug — reproduce it as a failing regression test, fix to green, review, and gated commit — by delegating each phase to the matching ECC agent. Use when existing behavior is broken or wrong.

orch-refine-code

Orchestrate a behavior-preserving refactor — confirm tests are green, restructure without changing behavior, keep tests green, review, and gated commit. Use when the structure should improve but behavior must not change.

Evidence-first current-state research workflow for ECC. Use when the user wants fresh facts, comparisons, enrichment, or a recommendation built from current public evidence and any supplied local context.

pubmed-database

Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literature monitoring.

gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and reproducible bioinformatics evidence logs.

literature-review

Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.

scholar-evaluation

Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.

qdrant-vector-search

NousResearch/hermes-agent

High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered performance.

NousResearch/hermes-agent

DSPy: declarative LM programs, auto-optimize prompts, RAG.

sparse-autoencoder-training

NousResearch/hermes-agent

Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering interpretable features, analyzing superposition, or studying monosemantic representations in language models.

NousResearch/hermes-agent

Gateway to 400+ bioinformatics skills from bioSkills and ClawBio. Covers genomics, transcriptomics, single-cell, variant calling, pharmacogenomics, metagenomics, structural biology, and more. Fetches domain-specific reference material on demand.

NousResearch/hermes-agent

Pharmaceutical research assistant for drug discovery workflows. Search bioactive compounds on ChEMBL, calculate drug-likeness (Lipinski Ro5, QED, TPSA, synthetic accessibility), look up drug-drug interactions via OpenFDA, interpret ADMET profiles, and assist with lead optimization. Use for medicinal chemistry questions, molecule property analysis, clinical pharmacology, and open-science drug research.

NousResearch/hermes-agent

Search personal knowledge bases, notes, docs, and meeting transcripts locally using qmd — a hybrid retrieval engine with BM25, vector search, and LLM reranking. Supports CLI and MCP integration.

evaluating-llms-harness

NousResearch/hermes-agent

lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).

weights-and-biases

NousResearch/hermes-agent

W&B: log ML experiments, sweeps, model registry, dashboards.

huggingface-hub

NousResearch/hermes-agent

HuggingFace hf CLI: search/download/upload models, datasets.

NousResearch/hermes-agent

llama.cpp local GGUF inference + HF Hub model discovery.

segment-anything-model

NousResearch/hermes-agent

SAM: zero-shot image segmentation via points, boxes, masks.

NousResearch/hermes-agent

Search arXiv papers by keyword, author, category, or ID.

n8n-conventions

Quick reference for n8n patterns. Full docs /AGENTS.md

academic-researcher

Shubhamsaboo/awesome-llm-apps

Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when user mentions academic research, scholarly writing, papers, or scientific literature.

Shubhamsaboo/awesome-llm-apps

Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple perspectives, or when user mentions research, investigation, or needs synthesized analysis with citations.

github-qa-labels

storybookjs/storybook

Label GitHub issues and PRs found during QA testing. Use when organizing QA findings with proper labels.

thedotmack/claude-mem

Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, find functions, or explore a codebase efficiently.

Run the ADR-151 per-room calibration pipeline — baseline → enroll → extract → train → a bank of small specialists (presence/posture/breathing/heartbeat/restlessness/anomaly).

ruview-advanced-sensing

Advanced RuView capabilities — RuvSense multistatic sensing (attention-weighted fusion, geometric diversity, persistent field model), cross-viewpoint fusion across multiple nodes, RF tomography (ISTA L1 solver, voxel grids), longitudinal biomechanics drift, pre-movement intention signals, adversarial signal detection, and multistatic mesh security hardening. Use for research-grade or multi-node deployments.

ruview-applications

Run RuView sensing applications — presence/occupancy, breathing & heart rate, activity & fall detection, 17-keypoint pose estimation (WiFlow), sleep monitoring & apnea screening, environment mapping, Mass Casualty Assessment (MAT), and the 3D point-cloud fusion demo. Use when someone wants to actually *do* something with a working RuView setup.

Set up and run RuView mmWave / FMCW radar sensing — ESP32-C6 + Seeed MR60BHA2 (60 GHz, heart rate / breathing rate / presence) and HLK-LD2410 (24 GHz, presence + distance), plus mmWave↔WiFi-CSI sensor fusion (48-byte fused vitals, MR60BHA2/LD2410 auto-detect, v0.5.0+). Use when the deployment includes a millimetre-wave radar alongside or instead of WiFi CSI.

academic-paper-review

bytedance/deer-flow

Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like "review this paper", "analyze this research", "summarize this study", or "write a peer review".

systematic-literature-review

bytedance/deer-flow

Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons. Searches arXiv and outputs reports in APA, IEEE, or BibTeX format. Not for single-paper tasks — use academic-paper-review for reviewing one paper.

html-ppt-zhangzara-sakura-chroma

nexu-io/open-design

Sakura Chroma — Vintage Japanese cassette-package aesthetic: cream paper, diagonal rainbow ribbons, condensed bold type, JIS-style spec checkboxes. Anything that should feel like a vintage Japanese cassette package or a TDK / Sony / Sakura Color product catalogue: indie hardware brand decks, music-label release schedules, analog studio retrospectives, zine and magazine pitches, kawaii-tech product launches, creative-studio annual reports.

nexu-io/open-design

Recent community and social trend research over the last 30 days. Use when the brief asks what people are saying now, recent sentiment, community reactions, social proof, launch reaction, trend scan, or last-30-days context.

nexu-io/open-design

X/Twitter public sentiment research for recent market, company, product, or community discourse. Use when the brief asks what people are saying on X, Twitter sentiment, CT sentiment, public opinion, expert posts, or social reaction around a stock, sector, company, product, or market event.

frame-data-chart-nyt

nexu-io/open-design

NYT-newsroom typography, staggered reveal animation, and editorial-grade charts (line, bar, or range band).

hps-academic-paper

nexu-io/open-design

Academic Paper deck theme: LaTeX-paper feel on paper-white #fdfcf8 — all-serif type (Latin Modern Roman → Playfair Display fallback), ink-black body, link-blue #1a3a7a underlined anchors, italic kickers, zero radius, near-zero shadow, hairline booktabs rules. Single-file HTML deck for conference talks, thesis defenses, research reviews and journal-club presentations.

html-ppt-zhangzara-sakura-chroma

nexu-io/open-design

Sakura Chroma — Vintage Japanese cassette-package aesthetic: cream paper, diagonal rainbow ribbons, condensed bold type, JIS-style spec checkboxes. Anything that should feel like a vintage Japanese cassette package or a TDK / Sony / Sakura Color product catalogue: indie hardware brand decks, music-label release schedules, analog studio retrospectives, zine and magazine pitches, kawaii-tech product launches, creative-studio annual reports.

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