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研究 - Agent Skills | SkillsMP
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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。
スター順
更新順
goplaces.md
372.6k
from
"openclaw/openclaw"
Query Google Places for text search, place details, resolve, reviews, or scriptable JSON via goplaces.
2026-05-17
n8n-conventions.md
188.3k
from
"n8n-io/n8n"
Quick reference for n8n patterns. Full docs /AGENTS.md
2026-05-04
nanoclaw-repl.md
185.3k
from
"affaan-m/everything-claude-code"
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。
2026-03-07
automation-audit-ops.md
185.3k
from
"affaan-m/everything-claude-code"
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.
2026-04-05
healthcare-cdss-patterns.md
185.3k
from
"affaan-m/everything-claude-code"
Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert severity classification, and integration into EMR workflows.
2026-03-27
research-ops.md
185.3k
from
"affaan-m/everything-claude-code"
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.
2026-04-05
pubmed-database.md
185.3k
from
"affaan-m/everything-claude-code"
Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literature monitoring.
2026-05-11
gget.md
185.3k
from
"affaan-m/everything-claude-code"
gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and reproducible bioinformatics evidence logs.
2026-05-11
literature-review.md
185.3k
from
"affaan-m/everything-claude-code"
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
2026-05-11
scholar-evaluation.md
185.3k
from
"affaan-m/everything-claude-code"
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
2026-05-11
bioinformatics.md
154.5k
from
"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.
2026-03-21
drug-discovery.md
154.5k
from
"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.
2026-05-08
qmd.md
154.5k
from
"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.
2026-03-08
qdrant-vector-search.md
154.5k
from
"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.
2026-05-08
sparse-autoencoder-training.md
154.5k
from
"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.
2026-05-08
evaluating-llms-harness.md
154.5k
from
"NousResearch/hermes-agent"
lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).
2026-05-08
weights-and-biases.md
154.5k
from
"NousResearch/hermes-agent"
W&B: log ML experiments, sweeps, model registry, dashboards.
2026-05-08
segment-anything-model.md
154.5k
from
"NousResearch/hermes-agent"
SAM: zero-shot image segmentation via points, boxes, masks.
2026-05-08
dspy.md
154.5k
from
"NousResearch/hermes-agent"
DSPy: declarative LM programs, auto-optimize prompts, RAG.
2026-05-08
academic-researcher.md
110.2k
from
"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.
2026-02-04
data-analyst.md
110.2k
from
"Shubhamsaboo/awesome-llm-apps"
SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.
2026-02-04
deep-research.md
110.2k
from
"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.
2026-02-04
editor.md
110.2k
from
"Shubhamsaboo/awesome-llm-apps"
Professional editing and proofreading for clarity, grammar, style, and readability improvements. Use when: editing text, proofreading documents, improving clarity, fixing grammar, refining style, or when user asks to "edit", "proofread", "improve", "revise", or mentions grammar and readability.
2026-02-04
fact-checker.md
110.2k
from
"Shubhamsaboo/awesome-llm-apps"
Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "fact check", "verify", "is this true", or mentions claims that need validation.
2026-02-04
github-qa-labels.md
89.9k
from
"storybookjs/storybook"
Label GitHub issues and PRs found during QA testing. Use when organizing QA findings with proper labels.
2026-03-13
diagnose.md
88.5k
from
"mattpocock/skills"
Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.
2026-04-28
smart-explore.md
76.4k
from
"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.
2026-04-10
academic-paper-review.md
68.1k
from
"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".
2026-04-05
systematic-literature-review.md
68.1k
from
"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.
2026-04-10
jupyter-notebook.md
62.4k
from
"microsoft/ai-agents-for-beginners"
Gamitin kapag humihiling ang gumagamit na gumawa, mag-scaffold, o mag-edit ng mga Jupyter notebook (`.ipynb`) para sa mga eksperimento, eksplorasyon, o tutorial; mas piliin ang mga naka-bundle na template at patakbuhin ang helper script na `new_notebook.py` upang makabuo ng malinis na panimulang notebook.
2026-02-19
content-research-writer.md
60.3k
from
"ComposioHQ/awesome-claude-skills"
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
2025-10-17
ruview-advanced-sensing.md
59.1k
from
"ruvnet/RuView"
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.
2026-05-11
ruview-applications.md
59.1k
from
"ruvnet/RuView"
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.
2026-05-11
ruview-mmwave.md
59.1k
from
"ruvnet/RuView"
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.
2026-05-11
add-telemetry.md
58.8k
from
"warpdotdev/warp"
Add telemetry events to track user behavior or system events in the Warp codebase. Use when instrumenting new features, debugging issues, or measuring product metrics.
2026-04-28
pre-publish-review.md
58.2k
from
"code-yeongyu/oh-my-openagent"
Nuclear-grade 16-agent pre-publish release gate. Runs /get-unpublished-changes to detect all changes since last npm release, spawns up to 10 ultrabrain agents for deep per-change analysis, invokes /review-work (5 agents) for holistic review, and 1 oracle for overall release synthesis. Use before EVERY npm publish. Triggers: 'pre-publish review', 'review before publish', 'release review', 'pre-release review', 'ready to publish?', 'can I publish?', 'pre-publish', 'safe to publish', 'publishing review', 'pre-publish check'.
2026-03-14
search.md
52.4k
from
"MemPalace/mempalace"
Search your MemPalace — semantic search across all mined memories, projects, and conversations.
2026-04-08
vector-search.md
52.3k
from
"ruvnet/ruflo"
Vector search via embeddings_* (large-scale HNSW) and ruvllm_hnsw_* (WASM router for ≤11 hot patterns), with RaBitQ 1-bit quantization for 32× memory reduction
2026-05-04
witness.md
52.3k
from
"ruvnet/ruflo"
Sign, verify, and track fix-marker regressions over time using a deterministic Ed25519 witness manifest. Works in any project — clone the toolkit, run init, register fixes, regen on each release.
2026-05-09
research-synthesize.md
52.3k
from
"ruvnet/ruflo"
Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations
2026-04-30
iot-anomalies.md
52.3k
from
"ruvnet/ruflo"
Detect and classify telemetry anomalies on Cognitum Seed devices
2026-04-30
kg-traverse.md
52.3k
from
"ruvnet/ruflo"
Pathfinder traversal of the knowledge graph starting from a seed entity
2026-04-30
market-pattern.md
52.3k
from
"ruvnet/ruflo"
Detect and classify candlestick patterns from ingested OHLCV data
2026-05-05
vector-hyperbolic.md
52.3k
from
"ruvnet/ruflo"
Embed hierarchical data via npx ruvector@0.2.25 embed text and project into the Poincare ball in user code (no --model poincare flag in 0.2.25)
2026-05-04
valid-skill.md
50.8k
from
"earendil-works/pi"
A valid skill for testing purposes.
2025-12-18
pr-triage.md
49.3k
from
"rtk-ai/rtk"
PR triage: audit open PRs, deep review selected ones, draft and post review comments. Args: "all" to review all, PR numbers to focus (e.g. "42 57"), "en"/"fr" for language, no arg = audit only in French.
2026-04-04
bmad-retrospective.md
47.4k
from
"bmad-code-org/BMAD-METHOD"
Post-epic review to extract lessons and assess success. Use when the user says "run a retrospective" or "lets retro the epic [epic]"
2026-04-21
bmad-advanced-elicitation.md
47.4k
from
"bmad-code-org/BMAD-METHOD"
Push the LLM to reconsider, refine, and improve its recent output. Use when user asks for deeper critique or mentions a known deeper critique method, e.g. socratic, first principles, pre-mortem, red team.
2026-04-20
