Skills.
Give your AI a better way to work.
A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.
Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.
Category: Monitoring & ops
2,353 results · page 29 of 79
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risk-assessmentSkillMonitoring & ops
Assess risk metrics for a stock or position including volatility, beta, VaR, and drawdown analysis. Use when user asks about risk, volatility, beta, VaR, value at risk, drawdown, or position sizing.
Ready to connect★ 363
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geopandas-geospatialSkillMonitoring & ops
Geospatial vector analysis extending pandas. Read/write spatial formats (Shapefile, GeoJSON, GeoPackage, Parquet, PostGIS), CRS handling, geometric ops (buffer, simplify, centroid, affine), spatial analysis (joins, overlays, dissolve, clipping, distance), visualization (choropleth, interactive maps,
Ready to connect★ 362
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scikit-image-processingSkillMonitoring & ops
Python image processing for microscopy and bioimage analysis. Read/write images, filter (Gaussian, median, LoG), segment (thresholding, watershed, active contours), measure region properties, detect features. SciPy/NumPy ecosystem. Use OpenCV for real-time video; CellPose for DL cell segmentation; n
Ready to connect★ 362
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spikeinterface-electrophysiologySkillMonitoring & ops
Unified Python framework for extracellular electrophysiology. Load 20+ formats (SpikeGLX, OpenEphys, NWB, Intan, Maxwell, Blackrock), preprocess, run 10+ sorters (Kilosort4, SpykingCircus2, Tridesclous, MountainSort5) via one API, compute quality metrics (SNR, ISI, firing rate), compare sorters, exp
Ready to connect★ 362
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umap-learnSkillMonitoring & ops
Lets your agent run UMAP to reduce high-dimensional data to 2D or 3D embeddings for clustering or visualization.
Ready to connect★ 362
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crypto-analysisSkillMonitoring & ops
Use when assessing cryptography — TLS/PKI auditing, RSA/ECC key attacks, ECDSA nonce lattice recovery, symmetric/AEAD misuse, JWT/JOSE forgery, hash cracking, post-quantum migration review
Ready to connect★ 358
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mobile-pentestSkillMonitoring & ops
Use when pentesting an Android/iOS app — Frida 17 instrumentation, SSL-pinning & root/jailbreak bypass, Android 14/15 CA injection, exported-component/content-provider abuse, deep-link/WebView chains, biometric bypass, Flutter/React-Native RE
Ready to connect★ 358
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Pair ProgrammingSkillMonitoring & ops
AI-assisted pair programming with multiple modes (driver/navigator/switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code review, security scanning, and performanc
Ready to connect★ 355
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V3 MCP OptimizationSkillMonitoring & ops
MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.
Ready to connect★ 355
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recallSkillMonitoring & ops
Reconstruct your recent working context from your own chat history, live state, and the shared record (user reports, prior fixes, incidents), then hand back a tight current-state brief. Use for 'recall my work on X', 'catch me up', 'what have I been working on', 'where did I leave off', before start
Ready to connect★ 341
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equity-researcherSkillMonitoring & ops
Institutional-grade investment research report generation skill. Covers listed companies in China A-shares, Hong Kong stocks, and US stocks. Output modes: 1) Investment Snapshot: 3-5 pages, including company overview, key financial metrics, valuation multiples, investment thesis, and risk factors; 2
Ready to connect★ 354
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timetrackerSkillMonitoring & ops
Reconstruct daily or weekly project work from dated plans, decisions, meetings, site reports, tasks, and other artifacts, then append user-confirmed manual entries to TIMELOG.md. Use for "log my time," "what did I work on," daily timesheets, or weekly time reconstruction. Never infer hours, start/st
Ready to connect★ 352
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chunking-strategySkillMonitoring & ops
Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages (10-20%), and semantic boundary detection methods. Validates semantic coherence and evaluates retrieval precision/recall metrics. Use when building retrieval-augmented generation
Ready to connect★ 343
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spring-boot-actuatorSkillMonitoring & ops
Provides patterns to configure Spring Boot Actuator for production-grade monitoring, health probes, secured management endpoints, and Micrometer metrics across JVM services. Use when setting up monitoring, health checks, or metrics for Spring Boot applications.
Ready to connect★ 343
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data-flowSkillMonitoring & ops
Generates a Mermaid sequence diagram showing how data moves between components. Use when tracing request flows or documenting data transformation pipelines.
Ready to connect★ 337
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decision-journalSkillMonitoring & ops
Contract for the project decision journal (tradeoffs and lessons-learned logs). Use when recording a decision, tradeoff, or lesson, or building a consumer hook.
Ready to connect★ 337
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quota-managementSkillMonitoring & ops
Tracks quotas, monitors thresholds, and degrades gracefully for rate-limited APIs. Use when integrating external services that impose rate or cost limits.
Ready to connect★ 337
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Structured ReviewSkillMonitoring & ops
Start a structured review workflow with evidence logging and formatted output
★ 337
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supply-chain-advisorySkillMonitoring & ops
Audits dependency supply chains for bad versions, lockfile drift, and artifact integrity. Use when adding deps, handling incidents, or releasing a plugin.
Ready to connect★ 337
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testing-quality-standardsSkillMonitoring & ops
Defines testing quality metrics, coverage thresholds, and anti-patterns. Use when establishing test gates or validating a test suite's coverage targets.
Ready to connect★ 337
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Anomaly DetectionSkillMonitoring & ops
Identify unusual patterns, outliers, and anomalies in data using statistical methods, isolation forests, and autoencoders for fraud detection and quality monitoring
Ready to connect★ 336
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api-error-handlingSkillMonitoring & ops
Implement comprehensive API error handling with standardized error responses, logging, monitoring, retry logic, and validation patterns. Use when building resilient APIs, debugging issues, improving error reporting, implementing retry logic, handling HTTP error codes, managing API timeouts, designin
Ready to connect★ 336
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application-loggingSkillMonitoring & ops
Implement structured logging across applications with log aggregation and centralized analysis. Use when setting up application logging, implementing ELK stack, or analyzing application behavior.
Ready to connect★ 336
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code-metrics-analysisSkillMonitoring & ops
Analyze code complexity, cyclomatic complexity, maintainability index, and code churn using metrics tools. Use when assessing code quality, identifying refactoring candidates, or monitoring technical debt.
Ready to connect★ 336
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correlation-tracingSkillMonitoring & ops
Implement distributed tracing with correlation IDs, trace propagation, and span tracking across microservices. Use when debugging distributed systems, monitoring request flows, or implementing observability.
Ready to connect★ 336
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error-trackingSkillMonitoring & ops
Implement error tracking with Sentry for automatic exception monitoring, release tracking, and performance issues. Use when setting up error monitoring, tracking bugs in production, or analyzing application stability.
Ready to connect★ 336
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grafana-dashboardSkillMonitoring & ops
Create professional Grafana dashboards with visualizations, templating, and alerts. Use when building monitoring dashboards, creating data visualizations, or setting up operational insights.
Ready to connect★ 336
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incident-response-planSkillMonitoring & ops
Create and execute incident response procedures for security breaches, data leaks, and cyber attacks. Use when handling security incidents, creating response playbooks, or conducting forensic analysis.
Ready to connect★ 336
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infrastructure-monitoringSkillMonitoring & ops
Set up comprehensive infrastructure monitoring with Prometheus, Grafana, and alerting systems for metrics, health checks, and performance tracking.
Ready to connect★ 336
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intermittent-issue-debuggingSkillMonitoring & ops
Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to identify root causes of flaky behavior.
Ready to connect★ 336
What is a skill?
A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.
52,524 of the 52,958 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.
Install one and every AI you use gets it
Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.
Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.