Best data cleaning skills, page 5

Profile construction data to understand characteristics, distributions, quality metrics, and patterns.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Assess construction data quality using completeness, accuracy, consistency, timeliness, and validity metrics.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

用于大规模Excel数据的预处理，通过统计总行数判断是否转换为Parquet格式以提升读写效率，并使用正则表达式清洗指定文本列（如仅保留中文字符），最后导出清洗后的文件并提供下载链接。

MichaelYang-lyx/AIDABench

A skill your agent uses when a raw table is too dirty to trust — nulls, sentinels, duplicate rows, category sprawl, mixed types, bad dates — and you need a re-runnable clean() plus a schema gate…

ericrisco/rsc-harness

Analyze and communicate A/B test results with metric readouts, subgroup analysis, data-quality checks, ad hoc investigation, visualization, and launch recommendations.

hashgraph-online/awesome-codex-plugins

Provides patterns for unit testing mappers, converters, and bean mappings.

giuseppe-trisciuoglio/developer-kit

Compress selected context to a target token budget while preserving decisions, evidence, constraints, and unresolved questions.

majiayu000/claude-skill-registry

Set up and manage data labeling workflows using manual annotation tools, semi-automated pipelines, active learning, and programmatic weak supervision.

majiayu000/claude-skill-registry

Clean and transform messy data for analysis in Python, R, or Stata

brycewang-stanford/Auto-Empirical-Research-Skills

Analyze data using MATLAB. An agent skill from matlab/matlab-agentic-toolkit.

matlab/matlab-agentic-toolkit

A skill your agent uses when designing and documenting the systematic literature search for a Psychological Bulletin review or meta-analysis — databases, search strings, grey literature…

franklee16/academic-research-skills

A skill your agent uses when executing or auditing the quantitative core of a Quantitative Economics (QE) manuscript — estimation (structural/GMM/MSM or causal), moment construction, data cleaning…

franklee16/academic-research-skills

Memory retrieval internals: knowledge graph orchestration with entity extraction, natural language query parsing, deduplication (85% similarity), and cross-reference boosting over unified recency…

yonatangross/orchestkit

Implements data classification labels and tagging systems including metadata tagging, DLP integration, automated label propagation, user-applied labels, and label inheritance rules.

mukul975/Privacy-Data-Protection-Skills

Guidance for extracting text-based game commands, moves, or inputs from video recordings using OCR and frame analysis.

lazyFrogLOL/Harness_Engineering

A skill your agent uses when querying OpenShift CI prow job runs and junit test results in BigQuery (cianalysisus dataset) with deduplication, variant joins, and infrastructure failure filtering

openshift-eng/ai-helpers

Guidance for the Microsoft Purview Unified Catalog (data catalog) — business-friendly discovery, governance domains, data products, glossary terms, and data quality on top of the Data Map.

Kilo-Org/kilo-marketplace

Collects candidate biomedical literature across multiple databases, adapts search logic by database, preserves source metadata, and organizes results into a structured, screening-ready candidate pool.

aipoch/medical-research-skills

Orchestrate an end-to-end backlink expansion project from Semrush or local source files through batch and editorial screening, historical deduplication, workbook delivery, and QA.

flaqai/backlink_skills

Query historical crypto market data from 0xArchive across Hyperliquid, Lighter.xyz, and HIP-3.

LeoYeAI/openclaw-master-skills

Comprehensive dimension analysis and reporting for CJA. An agent skill from adobe/skills.

adobe/skills

Configure CI/CD pipelines for Clay integrations with automated testing and validation.

jeremylongshore/tons-of-skills-marketplace

Monitor Clay enrichment pipeline health, credit consumption, and data quality metrics.

jeremylongshore/tons-of-skills-marketplace

Validate data quality checker operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Data quality and pipeline health check — freshness, schema drift, null rates, orphaned records, pipeline status.

jeremylongshore/tons-of-skills-marketplace

Systematic data cleaning workflows for research datasets. An agent skill from wentorai/research-plugins.

wentorai/research-plugins

Data cleaning, transformation, and exploratory analysis with pandas

wentorai/research-plugins

Harvest metadata from open repositories using OAI-PMH protocol

wentorai/research-plugins

Clean, transform, and validate messy research data using Stata

wentorai/research-plugins

Quantitative stock screening, forward-looking valuation outlier detection, backward-looking financial statement validation, PEG ratio analysis, earnings growth profile assessment, turnaround vs…

agentii-ai/agentii-investment-intelligence

A skill your agent uses to investigate and troubleshoot AWS Glue problems by analyzing ETL jobs, crawlers, connections, Data Catalog, DPU utilization, Spark execution, and job bookmarks following…

Kilo-Org/kilo-marketplace

Sanity-check a greenhouse gas inventory before it goes into a report or gets audited.

mohitagw15856/pm-claude-skills

Clean a messy dataset methodically — the profiling pass that finds what's actually wrong (dupes, format drift, phantom spaces, mixed types), the fix order that doesn't corrupt while correcting, and…

mohitagw15856/pm-claude-skills

Audit a dataset for the quality problems that silently break analysis — missingness, duplicates, outliers, type and range errors, consistency, and freshness — and produce a prioritised fix list.

mohitagw15856/pm-claude-skills

Design the data quality checks for a table or pipeline across the standard dimensions.

mohitagw15856/pm-claude-skills

Spec a dbt model — its grain, sources, transformations, tests, and materialization.

mohitagw15856/pm-claude-skills

Propose and, after approval, execute content-aware file reorganization or deduplication using a local Mac Mini model with a reversible undo record.

flonat/flonat-research

Parameterized Python empirical-analysis and machine-learning workflow for applied economics, public health epidemiology, supervised ML, and ML causal inference.

Drchronx/ai-agent-research-starter-kit

Explain Harness FME experiment results: winner determination, statistical significance, guardrail metric impact, and data-quality caveats (low sample size, missing data).

harness/harness-skills

Calculate text similarity using lexical and semantic methods for matching and deduplication.

asgard-ai-platform/skills

Conduct Exploratory Data Analysis (EDA) using descriptive statistics, visualizations, and data quality checks.

asgard-ai-platform/skills

Google Analytics 4 configuration and data-quality audit — key events, data streams, custom dimensions, attribution, retention, PII, Ads link, BigQuery export

cognyai/claude-code-marketing-skills

Collaboration platform configuration methodology for legal matter sites.

lawve-ai/awesome-legal-skills

A skill your agent uses when reasoning about how an ACM SoCC submission is evaluated, covering dual-anonymous review, the two-round-per-year model with the no-cross-round-resubmission rule, the…

brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when deciding whether a project belongs at IEEE VIS or should be routed to EuroVis, PacificVis, CHI, a graphics venue, or the IEEE TVCG journal track, and when choosing among…

brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when anticipating referee and editor objections before submitting to The World Bank Economic Review (WBER) — pre-empting the predictable development-economics pushbacks…

brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when results for a The World Bank Economic Review (WBER) manuscript may be sensitive to specification, sample, measurement, or inference choices — and you need a…

brycewang-stanford/Awesome-Journal-Skills

Deduplicate, normalize, and enrich CRM contacts and companies.

LeoYeAI/openclaw-master-skills