Anomaly detection

Builds network traffic baselines from NetFlow/IPFIX CSV or JSON exports using Python pandas, computing hourly/daily volume distributions, per-host and protocol/port statistics, and top-talker…

mukul975/Anthropic-Cybersecurity-Skills

Signals scout that watches the project's most-viewed dashboards and insights for anomalies — bursts, drops, flat-lines, and trend breaks — against each insight's own seasonality-matched baseline.

PostHog/posthog

Market data preparation including OHLCV resampling, gap handling, anomaly detection, normalization, and multi-source merging

agiprolabs/claude-trading-skills

Aggregate and display system metrics with anomaly detection for a time period

ruvnet/ruflo

Detects anomalous authentication patterns using UEBA analytics, statistical baselines, and machine learning models to identify impossible travel, credential stuffing, brute force, password spraying…

mukul975/Anthropic-Cybersecurity-Skills

This skill covers detecting cyber attacks targeting Supervisory Control and Data Acquisition (SCADA) systems including man-in-the-middle attacks on industrial protocols, unauthorized command…

mukul975/Anthropic-Cybersecurity-Skills

Monitors Modbus TCP traffic on SCADA and ICS networks to detect anomalous function code usage, unauthorized register writes, and suspicious communication patterns.

mukul975/Anthropic-Cybersecurity-Skills

Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis.

microsoft/GitHub-Copilot-for-Azure

Gate any new hash, digest, checksum, signature, nonce, MAC, or content-addressed identifier.

tola-rs/tola-ssg

Identify anomalous sessions using Agent Monitor data — cost outliers from the pricing engine, token anomalies (cache miss spikes, compaction baseline surges), unusual event type ratios…

hoangsonww/Claude-Code-Agent-Monitor

Detect unusual API call patterns in AWS CloudTrail logs using boto3, statistical baselining, and behavioral analysis to identify credential compromise, privilege escalation, and unauthorized…

mukul975/Anthropic-Cybersecurity-Skills

Generate trading signals using npx neural-trader anomaly detection engine with Z-score scoring and neural prediction

ruvnet/ruflo

Automatically fetch InferenceX benchmark data and generate daily performance reports for LLM inference on various hardware (NVIDIA, AMD, etc.).

ascend-ai-coding/awesome-ascend-skills

KQL language expertise for writing correct, efficient Kusto Query Language queries.

microsoft/skills

Provides authoritative guidance on Amazon Neptune Database and Neptune Analytics for graph, knowledge-graph, and relationship-heavy workloads — fraud detection / fraud rings, agentic memory /…

aws/agent-toolkit-for-aws

Process identify anomalies and outliers in datasets using machine learning algorithms.

jeremylongshore/tons-of-skills-marketplace

Industrial AI literature research with mandatory intake questions, venue-aware source prioritization, structured report outputs, and survey draft generation.

brycewang-stanford/Auto-Empirical-Research-Skills

Web page change detection, availability tracking, and RSS feed generation.

jamditis/claude-skills-journalism

NV-Tesseract AD Diffusion — diffusion-based anomaly detection and fine-tuning for multivariate time series.

NVIDIA/skills

Runtime security guardian for OpenClaw agents. An agent skill from LeoYeAI/openclaw-master-skills.

LeoYeAI/openclaw-master-skills

Host and process metrics including CPU, memory, disk, network, containers, and process-level telemetry.

Dynatrace/dynatrace-for-ai

ANALYSIS SKILL — Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL.

jonathan-vella/apex

Guides migration, provisioning, search, log-analytics, trace-analytics, and Agentic AI Assistant workflows for Amazon OpenSearch Service and Serverless across six capabilities — migration…

aws/agent-toolkit-for-aws

Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing.

w95/awesome-claude-corporate-skills

Work with hyperspectral and multispectral images in MATLAB. An agent skill from matlab/matlab-agentic-toolkit.

matlab/matlab-agentic-toolkit

Create modern Angular standalone components following v20+ best practices.

aiskillstore/marketplace

Investigate outliers, rare events, spikes, and suspicious records in datasets.

foryourhealth111-pixel/Vibe-Skills

Automated LLM-driven hypothesis generation and testing for tabular datasets; use when you need systematic exploration of empirical patterns (e.g., fraud detection, content analysis) and want to…

aipoch/medical-research-skills

Detect cluster abnormalities by comparing recent activity (last 1h) to a baseline (preceding 24h) using the raw query tool.

chmonitor/chmonitor

AutoML 自动化机器学习技能 | Automated Machine Learning Skill. An agent skill from LeoYeAI/openclaw-master-skills.

LeoYeAI/openclaw-master-skills

Structured self-improvement system for AI agents with confidence decay, cross-agent sharing, and anomaly detection.

LeoYeAI/openclaw-master-skills

Analyze, plan, and execute Lokalise SDK upgrades with breaking change detection.

jeremylongshore/tons-of-skills-marketplace

Design and implement a repository-side replacement for retired Miro REST webhooks using explicit freshness requirements, bounded reconciliation, or in-board Web SDK events.

jeremylongshore/tons-of-skills-marketplace

Design bounded OneNote change detection without claiming unsupported webhooks or delta queries.

jeremylongshore/tons-of-skills-marketplace

Safely upgrade OCI Python SDK and Terraform provider — version pinning, breaking change detection, and rollback.

jeremylongshore/tons-of-skills-marketplace

Upgrade Shopify API versions and migrate from REST to GraphQL with breaking change detection.

jeremylongshore/tons-of-skills-marketplace

Upgrade Supabase SDK and CLI versions with breaking-change detection and automated code migration.

jeremylongshore/tons-of-skills-marketplace

Upgrade Vercel CLI, Node.js runtime, and Next.js framework versions with breaking change detection.

jeremylongshore/tons-of-skills-marketplace

Detect and classify telemetry anomalies on Cognitum Seed devices.

ruvnet/ruflo

Sentinel Ingestion Report — YAML-driven PowerShell pipeline gathers all data via az monitor/az rest/Graph API, writes a deterministic scratchpad, LLM renders the report.

SCStelz/security-investigator

Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Provides AWS CloudFormation patterns for CloudWatch monitoring, metrics, alarms, dashboards, logs, and observability.

giuseppe-trisciuoglio/developer-kit

Implements technical breach detection capabilities including SIEM integration, DLP alert configuration, anomaly detection rules, and insider threat monitoring.

mukul975/Privacy-Data-Protection-Skills

Build production RAG systems with semantic chunking, incremental indexing, and filtered retrieval.

aiskillstore/marketplace

Detect anomaly detector operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Analyze, plan, and execute Framer SDK upgrades with breaking change detection.

jeremylongshore/tons-of-skills-marketplace

Analyze, plan, and execute Hootsuite SDK upgrades with breaking change detection.

jeremylongshore/tons-of-skills-marketplace

Implement SerpAPI asynchronous searches and scheduled change detection without inventing a webhook callback contract.

jeremylongshore/tons-of-skills-marketplace