Best agent skills for Data Scientists, page 112

Database schema patterns for InsForge including social graphs, e-commerce, content publishing, and multi-tenancy with RLS policies.

Microck/ordinary-claude-skills

Guide for researching SQL syntax and behavior for database backends.

Microck/ordinary-claude-skills

Structured recovery and escalation when an agent hits a retry loop.

ntorga/agent-starter-kit

Implement a task step by step with automated LLM-as-Judge verification at the end of each phase

NeoLabHQ/context-engineering-kit

DataBrain intelligence data query assistant. An agent skill from infometa/workbuddyskills.

infometa/workbuddyskills

Read when adding or changing product analytics events. An agent skill from LedgerHQ/ledger-live.

LedgerHQ/ledger-live

Design RAG pipelines: chunking, retrieval evaluation, and architecture.

borghei/Claude-Skills

Build ARIMA models for time series forecasting with trend and seasonality decomposition.

asgard-ai-platform/skills

Combine multiple forecasting models into ensemble predictions for improved accuracy.

asgard-ai-platform/skills

Apply exponential smoothing methods for time series forecasting with weighted moving averages.

asgard-ai-platform/skills

Build forecasting models with Meta's Prophet for business time series with holidays and changepoints.

asgard-ai-platform/skills

Implement Statistical Process Control charts to monitor production process stability.

asgard-ai-platform/skills

Implement LDA topic modeling to discover latent topics in document collections.

asgard-ai-platform/skills

Implement Named Entity Recognition to identify and classify entities in text.

asgard-ai-platform/skills

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

asgard-ai-platform/skills

Implement a web crawler pipeline covering URL discovery, fetching, parsing, and storage.

asgard-ai-platform/skills

Conduct cohort analysis to track user behavior over time, build retention matrices, and compare cohort performance.

asgard-ai-platform/skills

Optimize SQL query performance using EXPLAIN analysis, indexing strategies, and common anti-pattern fixes.

asgard-ai-platform/skills

Design predictive maintenance strategies using sensor data, ML models for remaining useful life (RUL), and the P-F curve framework.

asgard-ai-platform/skills

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

asgard-ai-platform/skills

Conduct statistical hypothesis testing including null/alternative hypothesis formulation, p-values, Type I/II errors, and test statistic selection.

asgard-ai-platform/skills

Design data pipelines covering ETL vs ELT architectures, data source integration, scheduling, quality checks, and warehouse design.

asgard-ai-platform/skills

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

harness/harness-skills

硅基流动（SiliconFlow）云服务平台文档。用于大语言模型 API 调用、图片生成、向量模型、在 Claude Code 中使用硅基流动、Chat Completions API、Stream 模式等。

wwwzhouhui/skills_collection

Deploy the deterministic half of Einstein Pre-Work Brief on Field Service Mobile to a target org — prompt template, Lightning Data Service, licenses and permission sets, the Work Order layout field…

forcedotcom/sf-skills

Get fix intelligence for a vulnerability and propose concrete remediation for the current repository

davepoon/buildwithclaude

Measure what matters with proper event tracking, funnels, cohorts, and metrics.

nicepkg/ai-workflow

SerpApi search engine results API via curl. An agent skill from nicepkg/ai-workflow.

nicepkg/ai-workflow

A skill your agent uses to stress-test predictions by assuming they failed and working backward to identify why.

nicepkg/ai-workflow

Design a critical thinking task targeting specific skills like evaluating evidence, identifying bias, or analysing arguments.

GarethManning/education-agent-skills

Design discipline-specific critical thinking tasks grounded in knowledge-contingent reasoning rather than generic skills.

GarethManning/education-agent-skills

Design a structured outdoor learning sequence embedding curriculum objectives in an available outdoor space.

GarethManning/education-agent-skills

Release the qvac-fabric consumers to npm after the bundled version-bump PR merges — one release branch + on-merge dispatch per consumer, stopping at the npm approval gate.

tetherto/qvac

Review evaluation history, distinguish system, data, suite, and evaluator changes, and apply an operating response.

ai-analyst-lab/ai-analyst

Streamlined fast-path for trivial data-only fixes — no TDD, no branching ceremony.

danielvm-git/bigpowers

Find the right bigpowers skill from natural-language intent using a local lexical index over SKILL.md frontmatter.

danielvm-git/bigpowers

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

GA4 BigQuery Export Schema Reference — complete field reference, nested structures, query patterns, and performance tips

cognyai/claude-code-marketing-skills

Monitor SEO rankings, queries, and indexing via Search Console MCP

cognyai/claude-code-marketing-skills

Write explicit strategy into system prompts as a learning mechanism — making LLM behavior more predictable and teachable through prompt-as-textbook approach.

LearnPrompt/andrej-karpathy-skills

RF Toolbox and RF Blockset in MATLAB -- S-parameter I/O, network conversions (S/Z/Y/ABCD/T/H/G, mixed-mode), cascade/de-embedding, rfbudget analysis, circuit composition, matching networks…

matlab/matlab-agentic-toolkit

Rebuild the Local Brain Search FAISS index to reflect vault changes

Abilityai/cornelius

First-install playbook for a fresh Cornelius - builds the local search engine (Python venv + FAISS + the embedding model), starts the search daemon, rebuilds the index so its stored paths match this…

Abilityai/cornelius

Design voice interactions and speech interfaces that work for people with diverse speech patterns, accents, and communication styles.

Owl-Listener/inclusive-design-skills

marimo ノートブックを正しいフォーマットでPythonファイルに作成するスキル. An agent skill from minicoohei/ai-agent-camp.

minicoohei/ai-agent-camp

Multi-location inventory — transfers, low stock alerts, demand forecasting, safety stock, ABC analysis

nexscope-ai/eCommerce-Skills

Inventory management for TikTok Shop — demand forecasting, viral stock planning, FBT optimization

nexscope-ai/eCommerce-Skills

Track and analyze e-commerce sales performance across platforms.

nexscope-ai/eCommerce-Skills