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职业技能洞察文档

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# Skills Marketplace

发现并探索由社区构建的 Agent Skills

$ git remote -v

Twitter
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📚Skills 文档
📄Skill 文档
📁官方 Skills
📄Codex Skills 文档
📋Agent Skills 规范

$ ls ./法律信息/

📄关于我们
📋更新日志
🔒隐私政策
📜服务条款

onlinev0.1.0Skill Marketplace

© 2026 不隶属于 Anthropic

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研究 - Agent Skills | SkillsMP

$pwd:

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categories
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research

研究

探索 agent skills 学术研究、科学计算和实验室工具技能。包括生物信息学、天文数据分析、材料科学和研究自动化工具，专为科学家、研究人员和学术开发者设计。

from "openclaw/openclaw"

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

n8n-conventions.md

from "n8n-io/n8n"

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

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.

qdrant-vector-search.md

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.

sparse-autoencoder-training.md

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.

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.

evaluating-llms-harness.md

from "NousResearch/hermes-agent"

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

weights-and-biases.md

from "NousResearch/hermes-agent"

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

segment-anything-model.md

from "NousResearch/hermes-agent"

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

from "NousResearch/hermes-agent"

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

from "NousResearch/hermes-agent"

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

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.

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.

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.

add-telemetry.md

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.

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.

vector-search.md

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

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.

research-synthesize.md

from "ruvnet/ruflo"

Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations

iot-anomalies.md

from "ruvnet/ruflo"

Detect and classify telemetry anomalies on Cognitum Seed devices

from "ruvnet/ruflo"

Pathfinder traversal of the knowledge graph starting from a seed entity

market-pattern.md

from "ruvnet/ruflo"

Detect and classify candlestick patterns from ingested OHLCV data

vector-hyperbolic.md

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)

from "earendil-works/pi"

A valid skill for testing purposes.

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

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.

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.