Data Analysis AI agent skills
2,858 skills in the archive. Read a skill’s instructions or open its original repository.
Deep Research
by @AgentTeam-TaichuAI
多源深度调研与专业报告生成。适用场景广泛——只要用户的问题涉及需要深度分析的专业话题,就应使用此技能。包括但不限于:(1) 用户明确要求调研/research/综述/报告/发现;(2) 用户提出一个技术或科学话题,话题复杂度需要多源深度分析;(3) 用户要求对比多种技术方案的优劣;(4) 涉及生物医药、蛋白质、基因、药物靶点等需要专业数据库支撑的问题。核心能力:根据问题性质自动组合 arXiv 论文检索 + ToolUniverse…
Feishu Setup
by @AgentTeam-TaichuAI
自动配置飞书机器人应用。当用户要求配置飞书、创建飞书机器人、接入 Lark/飞书、设置飞书 app_id/app_secret、或询问如何配置飞书 IM 时触发此 skill。该 skill 通过 sandbox 内置浏览器自动完成飞书开放平台上的应用创建、权限配置、事件订阅和发布,用户仅需扫码登录。
Tool Creator
by @AgentTeam-TaichuAI
Create new tools or upgrade existing tools for the agent. MANDATORY: Use this skill whenever the user wants to create a custom tool, convert a script into a reusable tool, write a new tool function, upgrade or modify an existing…
Find Skills
by @AgentTeam-TaichuAI
MANDATORY: When a user asks to install, find, search, or add ANY skill (e.g. 'install hello-world skill', 'find a skill for X', 'add a skill'), you MUST first run `skills find <query>` to search the skills ecosystem. NEVER…
Tooluniverse
by @AgentTeam-TaichuAI
Access 1000+ scientific tools through ToolUniverse for drug discovery, protein analysis, genomics, literature search, clinical data, ADMET prediction, molecular docking, and more. Use when the user needs biomedical or scientific…
Weather
by @AgentTeam-TaichuAI
查询全球任意城市的实时天气和未来天气预报。当用户提到天气、气温、降雨、湿度、风力、穿衣建议、出行建议等天气相关话题时使用此技能。支持中英文城市名。例如:'北京天气怎么样'、'明天上海会下雨吗'、'Tokyo weather forecast'、'这周末适合户外活动吗'。
Abuse Hunter
by @nexu-io
Detect and investigate bulk registration abuse on SaaS platforms. Given access to a user database (or exported CSV/JSON), run a multi-dimensional anomaly analysis — email domain clustering, registration tempo, UA fingerprinting,…
Apple Mail
by @sundial-org
Apple Mail.app integration for macOS. Read inbox, search emails, send emails, reply, and manage messages with fast direct access (no enumeration).
Apple Photos
by @sundial-org
Apple Photos.app integration for macOS. List albums, browse photos, search by date/person/content, export photos.
Brightdata
by @sundial-org
Web scraping and search via Bright Data API. Requires BRIGHTDATA_API_KEY and BRIGHTDATA_UNLOCKER_ZONE. Use for scraping any webpage as markdown (bypassing bot detection/CAPTCHA) or searching Google with structured results.
Adhd Body Doubling
by @sundial-org
Punk-style ADHD body doubling for founders. Focus sessions, dopamine menu, emergency reset protocol. Use when user says "body double", "focus session", "I'm stuck", "can't start", or mentions ADHD productivity.
Analytics Tracking
by @sundial-org
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag…
Ab Test Setup
by @sundial-org
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For…
Attio
by @sundial-org
Attio CRM integration for managing companies, people, deals, notes, tasks, and custom objects. Use when working with Attio CRM data, searching contacts, managing sales pipelines, adding notes to records, creating tasks, or…
Apple Mail Search 2
by @sundial-org
Fast Apple Mail search via SQLite on macOS. Search emails by subject, sender, date, attachments - results in ~50ms vs 8+ minutes with AppleScript. Use when asked to find, search, or list emails.
Apple Mail Search
by @sundial-org
Fast & safe Apple Mail search with body content support.
Youtube Viral Topic
by @kangarooking
Find recent viral YouTube videos for account-growth topic selection. Use when the user asks for YouTube 爆款, YouTube hot videos, 起号选题 from YouTube, niche video references, recent high-view videos, or videos ranked by views,…
Neta Space
by @netaart
Neta API space and world‑view browsing skill — browse worldbuilding, sub‑spaces, and playable content by space/hashtag. Use this skill when the user talks about worlds/spaces/universes/scenes, or wants to browse characters and…
Rustunnel
by @joaoh82
Expose local services via secure tunnels using rustunnel. Create public HTTPS/TCP/UDP URLs, peer-to-peer tunnels, and load-balanced pools for testing, webhooks, demos, and deployment — from any AI agent or harness.
Jira Epic
by @Gentleman-Programming
Creates Jira epics for large features following Prowler's standard format. Trigger: When user asks to create an epic, large feature, or multi-task initiative.
Revenuecat Testing
by @evanca
Use when testing RevenueCat purchases/subscriptions, setting up sandbox testing, debugging a purchase/restore/trial, verifying entitlements or events, or writing an IAP QA plan.
Firebase Analytics
by @evanca
Use when logging analytics events, setting user properties, configuring default event parameters, building funnels, or adding screen-view tracking.
Firecrawl Interact
by @firecrawl
Drive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll. Use when content requires interaction or a scrape failed or returned incomplete content.
Light Data Engineering
by @Light0305
Light 科研主线第 2 步·数据工程:**找得到且用得起的数据**(来源/许可/版本/大小/split)+ **提 idea 前先判数据可行性** (数据够不够支撑研究/统计功效)+ **防数据泄漏**(顶会拒稿高频雷)。何时用:用户要找/选/下载公开数据集,或给了数据问 "能不能做研究/够不够/质量行不行" / 要清洗·处理缺失异常·特征工程·划分数据集·数据增强 / 自建数据集(采集·标注规范· 隐私合规·发布) /…
TRIP Research
by @PiLastDigit
Exploratory research or spike - investigation without production code
Fundraising
by @pedronauck
Plan and run an early-stage fundraising process and produce a Fundraising Pack (raise decision memo, round design brief, pitch narrative + deck outline, investor pipeline + tracker, outreach/follow-up scripts, diligence…
Copywriting
by @pedronauck
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for,"…
Herdr Orchestration
by @pedronauck
Orchestrate Claude and Codex worker TUIs from a controller agent — one worker per named herdr tab, driven over the herdr socket CLI.
Migration Helper
by @waynesutton
Plan and execute Convex schema migrations safely, including adding fields, creating tables, and data transformations. Use when schema changes affect existing data.
Text
by @vercel-labs
Analyze and transform text files using bash tools
Csv
by @vercel-labs
Analyze and transform CSV data using bash tools
Admet Genetic
by @PKU-YuanGroup
ADMET-guided genetic molecule optimization workflow from seed SMILES; use when the agent needs to build or run an RDKit/SA-Score/ADMET-AI GA pipeline for molecule optimization, enforce molecule lineage logs, render…
Bio Causal Genomics Colocalization Analysis
by @PKU-YuanGroup
Test whether two or more traits share a causal variant at a locus using Bayesian colocalization (coloc.abf, coloc.susie, HyPrColoc, moloc, eCAVIAR, SMR/HEIDI, PWCoCo, SharePro). Use when integrating GWAS with…
Bio Causal Genomics Mendelian Randomization
by @PKU-YuanGroup
Estimate causal effects of an exposure on an outcome from GWAS summary statistics using genetic instruments. Implements IVW (fixed/random), MR-Egger, weighted median/mode, MR-RAPS, CAUSE, GSMR-HEIDI, MR-PRESSO, MVMR, MR-Clust,…
Bio Causal Genomics Proteome Mr Drug Target
by @PKU-YuanGroup
Runs cis-pQTL Mendelian randomization for drug-target validation using UKB-PPP (Olink), deCODE (SomaScan), Fenland, INTERVAL, ARIC, and FinnGen-PPP proteomes plus colocalization triangulation, phenome-wide on-target…
Bio Splicing Qc
by @PKU-YuanGroup
Assesses RNA-seq data quality specifically for alternative splicing analysis. QC layers include experimental design audit (library prep, read length, depth, replicates), STAR 2-pass cohort-style alignment, junction saturation…
Bio Chipseq Chromatin State Segmentation
by @PKU-YuanGroup
Segments the genome into chromatin states from combinatorial histone modification and chromatin factor ChIP-seq data. Uses ChromHMM (multivariate HMM on binarized signal, v1.27), Segway (Dynamic Bayesian Network on continuous…
Bio Sashimi Plots
by @PKU-YuanGroup
Creates sashimi-style plots showing RNA-seq read coverage and splice junction counts using ggsashimi (general-purpose, condition-grouped overlays), rmats2sashimiplot (rMATS-output-aware), MAJIQ-VOILA (LSV posteriors interactive…
Bio Clinical Biostatistics Subgroup Analysis
by @PKU-YuanGroup
Performs subgroup and heterogeneous treatment effect (HTE) analyses for clinical trials. Covers Mantel-Haenszel pooling, Breslow-Day, interaction tests in regression, RERI for additive interaction, modern data-adaptive HTE…
Bio Clinical Biostatistics Trial Reporting
by @PKU-YuanGroup
Prepares statistical reports for clinical trials following CONSORT 2025, SPIRIT 2025, ICH E9(R1) estimands, and FDA 2023 covariate adjustment guidance. Covers Table 1 generation, analysis populations (ITT/FAS/PP/Safety), the 5…
Bio Admet Prediction
by @PKU-YuanGroup
Predicts ADMET properties using ADMETlab 3.0 (119 platform features, including 77 prediction models with modeled-endpoint uncertainty), ADMET-AI, DeepChem MolNet, and chemprop D-MPNN with explicit handling of OECD QSAR…
Bio Clinical Biostatistics Cdisc Data
by @PKU-YuanGroup
Reads, validates, and prepares CDISC SDTM and ADaM clinical trial data for analysis. Covers SDTM domain joins (DM, AE, EX, VS, LB, DS), ADaM architecture (ADSL, BDS, OCCDS, ADTTE) with traceability, treatment-emergent AE…
Bio Clinical Biostatistics Survival Analysis
by @PKU-YuanGroup
Performs time-to-event analysis for clinical trials including Cox proportional hazards regression with PH diagnostics, restricted mean survival time (RMST) under non-PH, competing risks via Fine-Gray vs cause-specific Cox,…
Bio Clinical Biostatistics Power Sample Size
by @PKU-YuanGroup
Computes sample size and power for clinical trials including continuous, binary, and time-to-event endpoints; superiority, non-inferiority, and equivalence designs; FDA 2016 non-inferiority margin selection with M1/M2 framework;…
Bio Clinical Biostatistics Logistic Regression
by @PKU-YuanGroup
Performs logistic regression for clinical trial outcomes (binary, ordinal, multinomial) with marginal-vs-conditional estimand reporting per FDA 2023 covariate adjustment guidance, g-computation/standardisation for marginal…
Bio Molecular Descriptors
by @PKU-YuanGroup
Calculates molecular fingerprints (ECFP/Morgan, FCFP, MACCS, RDKit, AtomPair, TopologicalTorsion, Avalon, MAP4, MHFP6) and physicochemical descriptors (Lipinski, QED, TPSA, Crippen LogP, 3D shape) with explicit choice tables,…
Bio Clinical Biostatistics Effect Measures
by @PKU-YuanGroup
Computes and interprets treatment effect measures (OR, RR, RD, HR, NNT) with calibrated confidence intervals (Wilson, Newcombe, Miettinen-Nurminen, MOVER, profile likelihood, Bender NNT) and reports marginal vs conditional…
Bio Clinical Biostatistics Categorical Tests
by @PKU-YuanGroup
Tests associations between categorical variables in clinical data using chi-square, Fisher's exact, Boschloo, Cochran-Mantel-Haenszel, and modern McNemar variants with calibrated confidence intervals (Wilson, Newcombe,…
Bio Atac Seq Atac Qc
by @PKU-YuanGroup
ATAC-seq library quality control -- TSS enrichment, FRiP, fragment-size periodicity, library complexity (NRF/PBC1/PBC2), mitochondrial fraction, and ENCODE 4 thresholds. Use when assessing whether an ATAC-seq library passes…
Bio Pose Validation
by @PKU-YuanGroup
Validates docked / generated protein-ligand poses using PoseBusters physical-validity tests, strain energy quantification, geometric checks (planarity, vdW overlap, bond/angle distortion), and pose-energy reasonableness. Use…
Audit Dataset
by @PKU-YuanGroup
Audit tabular datasets before analysis or training for schema drift, missing values, duplicate rows or IDs, target imbalance, and entity or group leakage across splits using pure-stdlib helpers.
Bio Bam Statistics
by @PKU-YuanGroup
Generate alignment statistics using samtools flagstat, stats, depth, coverage, and mosdepth. Use when assessing alignment quality, calculating coverage, or generating QC reports.
Coin Families Contract
by @LedgerHQ
Coin-specific families logic must live in families/. Generic UI uses the families contract only (no if (family === "evm") in shared code). Use this guidance for work in "**/families/**", "**/mvvm/**", "**/renderer/**" and…
Slack Pr Message
by @LedgerHQ
Generate a formatted Slack message to share a pull request with the team. Use when the user asks to generate a Slack message for a PR, share a PR on Slack, or after creating a pull request.
Create Changeset
by @LedgerHQ
Create changesets for the ledger-live monorepo using @changesets/cli. Use when the user asks to add a changeset, prepare a release, or document package changes for a PR.
Analytics
by @LedgerHQ
Read when adding or changing product analytics events. Import track from @shared/analytics and React adapters from @shared/analytics-react.
Stock Analysis Enhanced
by @mingli30119
一句话搞定个股分析 — 说"分析XXX",自动采集30+数据源 → AI完成基本面(Step 0-8)+技术面+资金面的完整研报 → 生成交互式HTML报告。支持增量更新(K线/行情/技术指标自动刷新)。触发词:"分析XXX股票"(首次)或"更新XXX股票"(增量)。
Paper Reproduce
by @xjtulyc
Systematic methodology for reproducing published academic papers using provided data. Use when the user asks to reproduce, replicate, or verify results from a published paper, including sample selection, descriptive statistics,…
Biomed Dispatch
by @xjtulyc
Dispatch biomedical research and data analysis tasks to Claude Code with K-Dense Scientific Skills. Use this skill when the user asks to run any bioinformatics, genomics, drug discovery, clinical data analysis, proteomics,…
Nw Outcome Kpi Framework
by @nWave-ai
Outcome KPI definition methodology - synthesizes Who Does What By How Much (Gothelf/Seiden), Running Lean (Maurya), and Measure What Matters (Doerr) into a practical framework for measurable outcome KPIs
Nw Brainstorming
by @nWave-ai
Structured divergent thinking techniques — HMW framing, SCAMPER, Crazy 8s mechanics, and option diversity guarantees. Enforces strict separation of generation and evaluation phases.
Nw Jtbd Analysis
by @nWave-ai
JTBD methodology for extracting real jobs behind feature requests — job statements, abstraction layers, first-principles extraction, ODI outcome statements, and opportunity scoring
Nw Jtbd Bdd Integration
by @nWave-ai
Translating JTBD analysis to BDD scenarios - job story to Given-When-Then patterns, forces-based test discovery, job-map-based test discovery, and property-shaped criteria
Nw Ddd Eventsourcing
by @nWave-ai
Event Sourcing and CQRS as DDD implementation patterns — when to use, aggregate event streams, projections, snapshots, sagas, upcasting, conflict resolution
Nw Data Architecture Patterns
by @nWave-ai
Data architecture patterns (warehouse, lake, lakehouse, mesh), ETL/ELT pipelines, streaming architectures, scaling strategies, and schema design patterns
Nw Dor Validation
by @nWave-ai
Definition of Ready checklist criteria, antipattern detection patterns, UAT quality rules, and domain language enforcement for product owner review
Nw Database Technology Selection
by @nWave-ai
Database comparison catalogs, RDBMS vs NoSQL selection criteria, CAP/ACID/BASE theory, OLTP vs OLAP, and technology-specific characteristics
Nw Post Mortem Framework
by @nWave-ai
Blameless post-mortem structure, incident timeline reconstruction, response evaluation, and organizational learning
X Agent Intelligence
by @dair-ai
Build or refresh a readable local AI and agent intelligence feed from the official X MCP server. Use when the user asks for an X-based digest, monitoring dashboard, daily AI feed, source-account timeline, or a self-contained…
30 Design Master Global
by @minhnv0807
Use when the user wants a marketing image GENERATED or an image prompt written — personal brand portraits, logos and monograms, campaign key visuals, day-to-day social graphics, editorial art, infographics, web hero mockups, and…
Statistical Analysis
by @ynulihao
Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research.
21 Ads Audit Global
by @minhnv0807
Use when an ad account needs a systematic CONFIGURATION audit — 84 checkpoints across account, campaign, ad set, ad, tracking, and optimization, scored into a Health Score out of 100, quick wins ranked by impact, regional…
03 Danh Gia Hieu Suat
by @minhnv0807
Dung khi so lieu marketing dang xau va can biet TAI SAO — chan doan theo 5 lop tu tracking, delivery, creative, landing den chat luong audience, roi ra action plan 48h. Kich hoat khi user nhac 'so dang xau', 'CPMess cao qua',…
21 Audit Ads Performance
by @minhnv0807
Dung khi can ra soat CAU HINH tai khoan quang cao mot cach he thong — 6 khau tu account, campaign, adset, creative, landing den tracking, cham Health Score 0-100 va liet ke Quick Wins. Kich hoat khi user nhac 'audit tai khoan…
15 Social Listening Global
by @minhnv0807
Use when the user wants to monitor what is being said about the brand, competitors, and the category — channels and keywords to track, sentiment scoring, weekly and monthly listening reports, brand health metrics, early crisis…
13 Data Analysis Global
by @minhnv0807
Use when raw data exists — Meta, Google, TikTok, GA4, Shopify, a CRM export, or a spreadsheet — and has to become insight and decisions: descriptive, diagnostic, predictive, and prescriptive layers, cuts by channel, campaign,…
39 Content Audit Global
by @minhnv0807
Use when published content has to be audited — pull channel data, classify winners and losers by percentile across pillar, format, and hook, find the pattern behind performance, and decide what to keep, kill, or scale. Trigger…
Marketing Demand Acquisition
by @ynulihao
Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups. Includes CAC calculator, channel playbooks, HubSpot integration, and international expansion tactics. Use…
Product Requirements
by @ynulihao
Interactive Product Owner skill for requirements gathering, analysis, and PRD generation. Triggers when users request product requirements, feature specification, PRD creation, or need help understanding and documenting project…
Microsim Generator
by @ynulihao
Creates interactive educational MicroSims using the best-matched JavaScript library (p5.js, Chart.js, Plotly, Mermaid, vis-network, vis-timeline, Leaflet, Venn.js). Analyzes user requirements to route to the appropriate…
Data Visualization
by @ynulihao
Creates effective data visualizations using various libraries and tools, with focus on clarity and insight communication. Trigger keywords: chart, graph, plot, visualization, dashboard, matplotlib, d3, plotly, visualization.
Prompt Engineering Patterns
by @ynulihao
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.
Creating Financial Models
by @ynulihao
This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions
Llm Wiki
by @zosmaai
Build and maintain a persistent, interlinked Obsidian-compatible markdown wiki using Karpathy's LLM Wiki pattern. Extension-backed with auto-generated metadata, guardrails, and 14 custom tools (+3 opt-in agent-trajectory tools).
Datafusion Python
by @apache
Use when the user is writing datafusion-python (Apache DataFusion Python bindings) DataFrame or SQL code. Covers imports, data loading, DataFrame operations, expression building, SQL-to-DataFrame mappings, idiomatic patterns,…
Torn Paper Collage Poster
by @agentara
Create AI image-generation prompts and image-generation workflows for torn-paper editorial collage style posters with layered ripped paper, rough typography, stamps, tape, stickers, cutout subjects, photocopy grain, and…
Spatial
by @duckdb
Answer questions about spatial data using DuckDB. Use when the user mentions locations, coordinates, lat/lng, distances, maps, addresses, "near", "within", "closest", geographic names, or spatial file formats (GeoJSON,…
S3 Explore
by @duckdb
Explore and query data on S3, Cloudflare R2, GCS, MinIO, or any S3-compatible storage. Use when the user mentions an s3://, r2://, gs://, or gcs:// URL, asks "what's in this bucket", wants to list remote files, preview remote…
Read File
by @duckdb
Read any data file (CSV, JSON, Parquet, Avro, Excel, spatial, SQLite) or remote URL (S3, HTTPS). Use when user references a data file, asks "what's in this file", or wants to preview/profile a dataset. Not for source code.
Duckdb Docs
by @duckdb
Search DuckDB and DuckLake documentation and blog posts. Returns relevant doc chunks for a question or keyword using full-text search against a locally cached index.
Pdca Batch
by @ww-w-ai
Manage multiple PDCA features as independent parallel cycles (no shared scope/budget). For multiple features that share scope, budget, or timeline as one cohesive initiative, use /sprint (v2.1.13) — sprint groups features into a…
Bkend Cookbook
by @ww-w-ai
bkend.ai project tutorials (todo to SaaS) and common error troubleshooting. Triggers: bkend tutorial, bkend cookbook, bkend troubleshooting
Llm4ad Task Builder
by @Optima-CityU
Use when a user wants to build an LLM4AD_Next task package — a runnable directory that lets the LLM4AD platform evolve an algorithm for their problem. Covers what files a task package contains, each file's contract, and how the…
Dyca
by @Optima-CityU
DyCA (Dynamic Clustering Algorithm) method skill. USE WHEN the user explicitly requests DyCA / dynamic clustering adaptive evolution, or wants instance-aware search that clusters problem instances and allocates specialized…
Moead
by @Optima-CityU
MOEA/D (Multi-objective Evolutionary Algorithm based on Decomposition) method skill. USE WHEN the user explicitly requests MOEA/D / Decomposition-based multi-objective evolution, or wants weight-vector decomposition with…
Nsga2
by @Optima-CityU
NSGA-II multi-objective evolutionary method skill. USE WHEN the user explicitly requests NSGA-II / Non-dominated Sorting Genetic Algorithm, or wants multi-objective optimization with non-dominated sorting and crowding distance…
Meoh
by @Optima-CityU
Multi-objective Evolution of Heuristics (MEoH) method skill. USE WHEN the user explicitly requests MEoH / Multi-objective EoH, or wants Pareto-based population evolution with archive for multi-objective problems.
Cos Charter And Fleet Audit
by @markfulton
Runs once by hand on the first day and once a month after that. On the first run it researches the business from its own public presence, writes the charter with a source and a date beside every conclusion, discovers the AI…
Algorithm Discovery
by @Optima-CityU
Discover an evolvable algorithm from an uploaded paper, build and validate its complete LLM4AD_Next task package, and publish that exact runnable package for project management.
Pyopenms
by @jimmc414
Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows including file handling (mzML, mzXML, mzTab, FASTA, pepXML, protXML, mzIdentML), signal processing, feature…