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onlinev0.1.0Skill Marketplace

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Research - Agent Skills | SkillsMP

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research

Research

Discover agent skills for academic research, scientific computing, and laboratory tools. Features bioinformatics, astronomy data analysis, materials science, and research automation tools designed for scientists, researchers, and academic developers.

from "openclaw/openclaw"

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

nanoclaw-repl.md

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。

automation-audit-ops.md

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.

healthcare-cdss-patterns.md

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.

research-ops.md

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.

bioinformatics.md

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.

drug-discovery.md

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.

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.

from "NousResearch/hermes-agent"

Search and retrieve academic papers from arXiv using their free REST API. No API key needed. Search by keyword, author, category, or ID. Combine with web_extract or the ocr-and-documents skill to read full paper content.

academic-researcher.md

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.

data-analyst.md

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.

deep-research.md

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.

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.

fact-checker.md

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.

github-qa-labels.md

from "storybookjs/storybook"

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

smart-explore.md

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.

academic-paper-review.md

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".

systematic-literature-review.md

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.

jupyter-notebook.md

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.

content-research-writer.md

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.

pre-publish-review.md

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'.

from "MemPalace/mempalace"

Search your MemPalace — semantic search across all mined memories, projects, and conversations.

bmad-retrospective.md

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]"

bmad-advanced-elicitation.md

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.

bmad-editorial-review-prose.md

from "bmad-code-org/BMAD-METHOD"

Clinical copy-editor that reviews text for communication issues. Use when user says review for prose or improve the prose

bmad-review-adversarial-general.md

from "bmad-code-org/BMAD-METHOD"

Perform a Cynical Review and produce a findings report. Use when the user requests a critical review of something

cookbook-audit.md

from "anthropics/claude-cookbooks"

Audit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or audit is requested.

tidb-integrationtest-recorder.md

from "pingcap/tidb"

Use when recording TiDB integration tests under tests/integrationtest and verifying regenerated result files stay minimal and correct.

ai-studio-image.md

from "sickn33/antigravity-awesome-skills"

Geracao de imagens humanizadas via Google AI Studio (Gemini). Fotos realistas estilo influencer ou educacional com iluminacao natural e imperfeicoes sutis.

from "sickn33/antigravity-awesome-skills"

Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis.

azure-ai-anomalydetector-java.md

from "sickn33/antigravity-awesome-skills"

Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.

azure-monitor-opentelemetry-ts.md

from "sickn33/antigravity-awesome-skills"

Auto-instrument Node.js applications with distributed tracing, metrics, and logs.

binary-analysis-patterns.md

from "sickn33/antigravity-awesome-skills"

Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic.

from "sickn33/antigravity-awesome-skills"

Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks.

from "sickn33/antigravity-awesome-skills"

Cirq is Google Quantum AI's open-source framework for designing, simulating, and running quantum circuits on quantum computers and simulators.

citation-management.md

from "sickn33/antigravity-awesome-skills"

Manage citations systematically throughout the research and writing process.

claude-scientific-skills.md

from "sickn33/antigravity-awesome-skills"

Scientific research and analysis skills

comprehensive-review-full-review.md

from "sickn33/antigravity-awesome-skills"

Use when working with comprehensive review full review

computer-vision-expert.md

from "sickn33/antigravity-awesome-skills"

SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.

conductor-validator.md

from "sickn33/antigravity-awesome-skills"

Validates Conductor project artifacts for completeness, consistency, and correctness. Use after setup, when diagnosing issues, or before implementation to verify project context.

data-scientist.md

from "sickn33/antigravity-awesome-skills"

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.

database-migrations-migration-observability.md

from "sickn33/antigravity-awesome-skills"

Migration monitoring, CDC, and observability infrastructure

deep-research.md

from "sickn33/antigravity-awesome-skills"

Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports.

fda-medtech-compliance-auditor.md

from "sickn33/antigravity-awesome-skills"

Expert AI auditor for Medical Device (SaMD) compliance, IEC 62304, and 21 CFR Part 820. Reviews DHFs, technical files, and software validation.

hugging-face-trackio.md

from "sickn33/antigravity-awesome-skills"

Track ML experiments with Trackio using Python logging, alerts, and CLI metric retrieval.

mlops-engineer.md

from "sickn33/antigravity-awesome-skills"

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.

performance-engineer.md

from "sickn33/antigravity-awesome-skills"

Expert performance engineer specializing in modern observability,

quality-nonconformance.md

from "sickn33/antigravity-awesome-skills"

Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing.