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データ分析 - Agent Skills | SkillsMP
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data-analysis
データ分析
データ処理、可視化、分析向けエージェントスキルを閲覧。強力なツールでデータから洞察を抽出。
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huggingface-hub.md
114.8k
from
"NousResearch/hermes-agent"
Hugging Face Hub CLI (hf) — search, download, and upload models and datasets, manage repos, query datasets with SQL, deploy inference endpoints, manage Spaces and buckets.
2026-03-18
data-analyst.md
107.3k
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
visualization-expert.md
107.3k
from
"Shubhamsaboo/awesome-llm-apps"
Chart selection and data visualization guidance for effective data communication. Use when: creating visualizations, choosing chart types, designing dashboards, or when user mentions data visualization, charts, graphs, or needs help presenting data visually.
2026-02-04
helium-mcp.md
34.9k
from
"sickn33/antigravity-awesome-skills"
Connect to Helium's MCP server for news research, media bias analysis, balanced perspectives, stock/options data, and semantic meme search across 3.2M+ articles and 5,000+ sources
2026-04-13
matplotlib.md
34.9k
from
"sickn33/antigravity-awesome-skills"
Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots.
2026-04-13
monte-carlo-prevent.md
34.9k
from
"sickn33/antigravity-awesome-skills"
Surfaces Monte Carlo data observability context (table health, alerts, lineage, blast radius) before SQL/dbt edits.
2026-04-13
monte-carlo-validation-notebook.md
34.9k
from
"sickn33/antigravity-awesome-skills"
Generates SQL validation notebooks for dbt PR changes with before/after comparison queries.
2026-04-13
oral-health-analyzer.md
34.9k
from
"sickn33/antigravity-awesome-skills"
分析口腔健康数据、识别口腔问题模式、评估口腔健康状况、提供个性化口腔健康建议。支持与营养、慢性病、用药等其他健康数据的关联分析。
2026-04-13
plotly.md
34.9k
from
"sickn33/antigravity-awesome-skills"
Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use matplotlib or scientific-visualization.
2026-04-13
seaborn.md
34.9k
from
"sickn33/antigravity-awesome-skills"
Seaborn is a Python visualization library for creating publication-quality statistical graphics. Use this skill for dataset-oriented plotting, multivariate analysis, automatic statistical estimation, and complex multi-panel figures with minimal code.
2026-04-13
sexual-health-analyzer.md
34.9k
from
"sickn33/antigravity-awesome-skills"
Sexual Health Analyzer
2026-04-13
statsmodels.md
34.9k
from
"sickn33/antigravity-awesome-skills"
Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistical methods.
2026-04-13
travel-health-analyzer.md
34.9k
from
"sickn33/antigravity-awesome-skills"
分析旅行健康数据、评估目的地健康风险、提供疫苗接种建议、生成多语言紧急医疗信息卡片。支持WHO/CDC数据集成的专业级旅行健康风险评估。
2026-04-13
graphify.md
34.3k
from
"safishamsi/graphify"
any input (code, docs, papers, images) - knowledge graph - clustered communities - HTML + JSON + audit report
2026-04-23
multi-reviewer-patterns.md
34.2k
from
"wshobson/agents"
Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results.
2026-02-05
data-storytelling.md
34.2k
from
"wshobson/agents"
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.
2026-03-07
kpi-dashboard-design.md
34.2k
from
"wshobson/agents"
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict each other due to inconsistent calculation methodology.
2026-03-26
dbt-transformation-patterns.md
34.2k
from
"wshobson/agents"
Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.
2026-03-07
sql-optimization-patterns.md
34.2k
from
"wshobson/agents"
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
2026-03-07
grafana-dashboards.md
34.2k
from
"wshobson/agents"
Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.
2026-03-07
attack-tree-construction.md
34.2k
from
"wshobson/agents"
Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
2026-03-07
market-sizing-analysis.md
34.2k
from
"wshobson/agents"
Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building investor-ready market analysis for a startup pitch or business plan.
2026-03-26
startup-financial-modeling.md
34.2k
from
"wshobson/agents"
Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Use this skill when creating financial projections, calculating burn rate or runway, modeling fundraising scenarios, or preparing investor-ready financials for a seed or Series A raise.
2026-03-26
startup-metrics-framework.md
34.2k
from
"wshobson/agents"
Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, growth efficiency, and cash management. Use this skill when defining a metrics framework, calculating CAC/LTV/burn multiple, benchmarking business health, or preparing metrics dashboards for investors or board reporting.
2026-03-26
team-composition-analysis.md
34.2k
from
"wshobson/agents"
Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. Use this skill when planning headcount, determining which roles to hire next, setting compensation or equity ranges, designing org structure, or building a hiring budget aligned to funding milestones.
2026-03-26
powerbi-modeling.md
31.1k
from
"github/awesome-copilot"
Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implementing RLS, or optimizing model performance. Triggers on queries about DAX calculations, table relationships, dimension/fact table design, naming conventions, model documentation, cardinality, cross-filter direction, calculation groups, and data model best practices. Always connects to the active model first using power-bi-modeling MCP tools to understand the data structure before providing guidance.
2026-02-03
vr-test.md
27.0k
from
"recharts/recharts"
Create visual regression tests
2026-03-29
excel-analysis.md
25.1k
from
"davila7/claude-code-templates"
Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files.
2025-10-17
officecli-data-dashboard.md
22.5k
from
"iOfficeAI/AionUi"
Use this skill when the user wants to create a data dashboard, analytics dashboard, KPI dashboard, or executive summary from CSV/tabular data in Excel format. Trigger on: 'dashboard', 'KPI report', 'analytics summary', 'data visualization', 'CSV to Excel dashboard', 'executive dashboard', 'metrics dashboard'. Output is always a single .xlsx file.
2026-04-10
query-writing.md
21.7k
from
"langchain-ai/deepagents"
Writes and executes SQL queries from simple SELECTs to complex multi-table JOINs, aggregations, and subqueries. Use when the user asks to query a database, write SQL, run a SELECT statement, retrieve data, filter records, or generate reports from database tables.
2026-03-17
deep-research.md
21.3k
from
"HKUDS/DeepTutor"
Multi-agent research reports on any topic.
2026-03-20
validate-oas.md
21.1k
from
"elastic/kibana"
Use when you need a quick VALID or NOT VALID result for a scoped Kibana OAS area, and first ensure the generated `oas_docs` inputs are up to date so validation runs against the current environment rather than stale snapshots.
2026-03-31
hypogenic.md
19.3k
from
"K-Dense-AI/scientific-agent-skills"
Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore hypotheses about patterns in empirical data (e.g., deception detection, content analysis). Combines literature insights with data-driven hypothesis testing. For manual hypothesis formulation use hypothesis-generation; for creative ideation use scientific-brainstorming.
2026-04-11
hypothesis-generation.md
19.3k
from
"K-Dense-AI/scientific-agent-skills"
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis testing on datasets use hypogenic.
2026-04-11
matlab.md
19.3k
from
"K-Dense-AI/scientific-agent-skills"
MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing, image processing, differential equations, optimization, statistics, or creating scientific visualizations. Also use when the user needs help with MATLAB syntax, functions, or wants to convert between MATLAB and Python code. Scripts can be executed with MATLAB or the open-source GNU Octave interpreter.
2026-04-09
matplotlib.md
19.3k
from
"K-Dense-AI/scientific-agent-skills"
Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. Export to PNG/PDF/SVG for publication. For quick statistical plots use seaborn; for interactive plots use plotly; for publication-ready multi-panel figures with journal styling, use scientific-visualization.
2026-03-03
scientific-visualization.md
19.3k
from
"K-Dense-AI/scientific-agent-skills"
Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates matplotlib/seaborn/plotly with publication styles. For quick exploration use seaborn or plotly directly.
2026-04-11
seaborn.md
19.3k
from
"K-Dense-AI/scientific-agent-skills"
Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use scientific-visualization.
2026-03-03
statistical-analysis.md
19.3k
from
"K-Dense-AI/scientific-agent-skills"
Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use statsmodels.
2026-03-03
statsmodels.md
19.3k
from
"K-Dense-AI/scientific-agent-skills"
Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use statistical-analysis.
2026-03-03
walmart-sales-analyzer.md
18.6k
from
"eosphoros-ai/DB-GPT"
Analyze Walmart sales data to explore trends between store sales and unemployment rates. Generate insightful visualizations and a beautiful HTML report with deep analysis. Suitable for quick insights into the relationship between sales data and macroeconomic factors.
2026-03-16
data-analyst.md
17.0k
from
"RightNow-AI/openfang"
Data analysis expert for statistics, visualization, pandas, and exploration
2026-02-25
data-analyzer.md
16.8k
from
"camel-ai/camel"
Analyze datasets and extract insights. Use when user needs to understand data patterns, statistics, or trends.
2026-02-05
report-writer.md
16.8k
from
"camel-ai/camel"
Generate professional reports from analysis results. Use when user needs to create formatted documents summarizing findings.
2026-02-05
baoyu-infographic.md
16.3k
from
"JimLiu/baoyu-skills"
Generate professional infographics with 21 layout types and 21 visual styles. Analyzes content, recommends layout×style combinations, and generates publication-ready infographics. Use when user asks to create "infographic", "信息图", "visual summary", "可视化", or "高密度信息大图".
2026-04-21
baoyu-xhs-images.md
16.3k
from
"JimLiu/baoyu-skills"
[Deprecated: use baoyu-image-cards] Generates Xiaohongshu (Little Red Book) image card series with 12 visual styles, 8 layouts, and 3 color palettes. Breaks content into 1-10 cartoon-style image cards optimized for XHS engagement. Use when user mentions "小红书图片", "XHS images", "RedNote infographics", "小红书种草", "小绿书", "微信图文", "微信贴图", or wants social media infographic series for Chinese platforms.
2026-04-21
campaign-analytics.md
12.6k
from
"alirezarezvani/claude-skills"
Analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and ROI calculation for marketing optimization. Use when analyzing marketing campaigns, ad performance, attribution models, conversion rates, or calculating marketing ROI, ROAS, CPA, and campaign metrics across channels.
2026-03-09
ux-researcher-designer.md
12.6k
from
"alirezarezvani/claude-skills"
UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.
2026-03-10
