For data scientists

Detect anomalies in DNP3 communications used in SCADA/ICS systems by monitoring unauthorized control commands, firmware update attempts, protocol violations, and deviations from baseline traffic…

mukul975/Anthropic-Cybersecurity-Skills

Detect data exfiltration via DNS tunneling (tools like iodine, dnscat2, dns2tcp) by analyzing query entropy, subdomain length, query volume to single domains, TXT/CNAME/NULL record abuse, and…

mukul975/Anthropic-Cybersecurity-Skills

Detects insider data exfiltration by analyzing DLP policy violations, file access patterns, upload volume anomalies, and off-hours activity in endpoint and cloud logs.

mukul975/Anthropic-Cybersecurity-Skills

Detect anomalies in Modbus/TCP and Modbus RTU industrial traffic via function code monitoring, register range validation, timing analysis, and deep packet inspection, using Zeek's Modbus analyzer…

mukul975/Anthropic-Cybersecurity-Skills

Detects sophisticated cyber-physical attacks that follow the Stuxnet pattern of modifying PLC logic while spoofing sensor readings to hide the manipulation, using PLC logic integrity monitoring…

mukul975/Anthropic-Cybersecurity-Skills

Implements cloud workload protection using boto3 and google-cloud APIs for runtime security monitoring, process anomaly detection, and file integrity checking on EC2/GCE instances.

mukul975/Anthropic-Cybersecurity-Skills

Deploy Nozomi Networks Guardian sensors for passive OT network traffic analysis, providing asset visibility, behavioral anomaly detection, protocol-aware monitoring, and vulnerability assessment…

mukul975/Anthropic-Cybersecurity-Skills

Deploys anomaly detection for OT/ICS environments using machine learning on OT network baselines, physics-based process models, and Modbus/DNP3/OPC UA traffic analysis to flag deviations, rogue…

mukul975/Anthropic-Cybersecurity-Skills

Simulates an independent statistical reviewer auditing a clinical trial submission package (SDTM, ADaM, TLG/TLF, SAP, CSR).

RConsortium/pharma-skills

即席取数技能，把一句话的具体数据问题翻译成 SQL 并执行返回结果。

larry-zy/cognida

Deep-profile the active dataset: distributions, temporal patterns, correlations, completeness gaps, anomalies.

ai-analyst-lab/ai-analyst

Pre-screen analysis outputs (tables, figures, logs) built on restricted or confidential data for statistical-disclosure-limitation problems before any release.

pedrohcgs/claude-code-my-workflow

Scaffold and run a reproducible Monte Carlo simulation study in R — a declared assumption regime, a parameterized DGP, an estimator grid, a seeded replication loop, and a summary of bias, RMSE…

pedrohcgs/claude-code-my-workflow

Generates comprehensive analysis reports, executive summaries, and technical documentation.

liangdabiao/claude-data-analysis-ultra-main

Safely refactors dbt models with downstream impact analysis.

AltimateAI/data-engineering-skills

Comprehensive AI prompt engineering safety review and improvement prompt.

github/awesome-copilot

ClickHouse 数据库模式、查询优化、分析以及高性能分析工作负载的数据工程最佳实践. An agent skill from xu-xiang/everything-claude-code-zh.

xu-xiang/everything-claude-code-zh

Prepare, format, and validate datasets for supervised fine-tuning and preference training.

wshobson/agents

Build the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge calibration, and base-model baselines.

wshobson/agents

Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model.

wshobson/agents

Train reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR).

wshobson/agents

Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters.

wshobson/agents

A skill your agent uses when designing or reviewing a PostgreSQL-specific schema.

wshobson/agents

Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO.

wshobson/agents

Python resource management with context managers, cleanup patterns, and streaming.

wshobson/agents

Convert evaluation traces and production logs into SFT examples and preference pairs.

wshobson/agents

Fine-tune vision-language models (VLMs) with supervised learning on image+text data.

wshobson/agents

Provide a lookup index of dbt models (BigQuery tables) to guide query writing against a data warehouse.

warpdotdev/oz-skills

A skill your agent uses when designing how multiple MPS languages relate or compose — choosing between language referencing, extension, reuse, and embedding, or deciding where a cross-language…

JetBrains/MPS

Integrate Core ML models in iOS apps for on-device machine learning inference.

dpearson2699/swift-ios-skills

Read, write, and query Apple Health data using HealthKit. An agent skill from dpearson2699/swift-ios-skills.

dpearson2699/swift-ios-skills

Add drawings, shapes, and a consistent markup experience using PaperKit.

dpearson2699/swift-ios-skills

Implement, review, or improve data visualizations using Swift Charts.

dpearson2699/swift-ios-skills

Fetch WeatherKit current, minute, hourly, and daily forecasts; weather alerts; iOS 18+ changes, historical comparisons, summaries, and statistics; and required Apple Weather attribution.

dpearson2699/swift-ios-skills

Methodology for exploratory data analysis on scientific files.

jaechang-hits/SciAgent-Skills

Dump and diagnose conversations from the local Bionic PostgreSQL database.

bionic-gpt/bionic-gpt

Guides Qdrant query throughput (QPS) scaling. An agent skill from qdrant/skills.

qdrant/skills

Diagnoses and fixes slow Qdrant search. An agent skill from qdrant/skills.

qdrant/skills

Guides sliding time window scaling in Qdrant. An agent skill from qdrant/skills.

qdrant/skills

Guides Qdrant vertical scaling decisions. An agent skill from qdrant/skills.

qdrant/skills

Price changes within the store's guardrails, rate recommendations from demand, occupancy, or sell-through pace, promotions with their scope, depth, and dates, the markdown option for stock or…

anthropics/commerce-agents

면접/지원 회고 스킬. An agent skill from thesun4sky/jobstack.

thesun4sky/jobstack

Operating SOP for DSPy (Stanford NLP) — the declarative framework for "programming, not prompting" language models.

agentsope/SkillAlchemy

Reolink camera integration — RTSP and HTTP API. An agent skill from SharpAI/DeepCamera.

SharpAI/DeepCamera

Fire Aegis detection events in Home Assistant. An agent skill from SharpAI/DeepCamera.

SharpAI/DeepCamera

Phase 1 of LLM deployment — for every leaf kernel × shape the model needs, verify numerical correctness on real NPU2 against the registry's GPU/vLLM-aligned standard.

Xilinx/mlir-air

Create offline evaluation tests for Output SDK workflows using @outputai/evals.

growthxai/output

A skill your agent uses when the user asks to automate browser tasks, scrape websites, fill forms, capture screenshots, extract structured data from web pages, or build web automation workflows.

alirezarezvani/claude-skills