Claude Skills by tools-only

Generate and prioritize US equity long-side edge research tickets from EOD observations, then export pipeline-ready candidate specs for trade-strategy-pipeline Phase I. Use when users ask to turn hypotheses/anomalies into reproducible research tickets, convert validated ideas into `strategy.yaml` + `metadata.json`, or preflight-check interface compatibility (`edge-finder-candidate/v1`) before running pipeline backtests.

Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. Masters SQL/NoSQL/TimeSeries database selection, normalization strategies, migration planning, and performance-first design. Handles both greenfield architectures and re-architecture of existing systems. Use PROACTIVELY for database architecture, technology selection, or data modeling decisions.

This skill configures service meshes like Istio and Linkerd for microservices. It generates production-ready configurations, implements best practices, and ensures a security-first approach. Use this skill when the user asks to "configure service mesh", "setup Istio", "setup Linkerd", or requests assistance with "service mesh configuration" for their microservices architecture. The configurations will be tailored to the specified infrastructure requirements.

Create a GitHub milestone for Jamie-BitFlight/claude_skills. No args: guided intake (title, due date, description). With 'quick {title}': minimal prompts. Creates milestone via gh api REST, checks for duplicates. Returns milestone number for use with group-items-to-milestone. Use when starting a new sprint, release, or theme grouping of backlog items.

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.

Manage model versioning manager operations. Auto-activating skill for ML Deployment. Triggers on: model versioning manager, model versioning manager Part of the ML Deployment skill category. Use when working with model versioning manager functionality. Trigger with phrases like "model versioning manager", "model manager", "model".

Step-by-step guide for building goal-driven agents. Qualifies use cases first (the good, bad, and ugly), then creates package structure, defines goals, adds nodes, connects edges, and finalizes agent class. Use when actively building an agent.

Real-time messaging with WebSocket connections at scale.

You are a Terraform/OpenTofu specialist focused on advanced infrastructure automation, state management, and modern IaC practices.

Assess and enhance software projects for enterprise-grade security, quality, and automation. Aligned with OpenSSF Scorecard, SLSA, and S2C2F. Use when working with enterprise, openssf, slsa, security, scorecard, supply chain, badge.

Best practices for creating research diagrams with Excalidraw MCP tools

Bulk download images from login-protected gallery websites using browser automation. Use when asked to scrape, download, or save images from gallery pages that require authentication, extract full-size images from thumbnails, or batch download from multi-page galleries.

Begin active work on a GitHub milestone. Args: {milestone-number}. Lists all open issues in the milestone, shows current label state, asks for confirmation, then bulk-transitions status labels from 'status:needs-grooming' to 'status:in-progress' and updates GitHub Projects V2 Status to 'In Progress'. Use after group-items-to-milestone when the team is ready to begin the sprint or release cycle.

- Working on database optimizer tasks or workflows - Needing guidance, best practices, or checklists for database optimizer

Debugs the Buttercup CRS (Cyber Reasoning System) running on Kubernetes. Use when diagnosing pod crashes, restart loops, Redis failures, resource pressure, disk saturation, DinD issues, or any service misbehavior in the crs namespace. Covers triage, log analysis, queue inspection, and common failure patterns for: redis, fuzzer-bot, coverage-bot, seed-gen, patcher, build-bot, scheduler, task-server, task-downloader, program-model, litellm, dind, tracer-bot, merger-bot, competition-api, pov-rep...

Deploy sagemaker endpoint deployer operations. Auto-activating skill for ML Deployment. Triggers on: sagemaker endpoint deployer, sagemaker endpoint deployer Part of the ML Deployment skill category. Use when deploying applications or services. Trigger with phrases like "sagemaker endpoint deployer", "sagemaker deployer", "deploy sagemaker endpoint er".

Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings. Triggers: "azure-appconfiguration", "AzureAppConfigurationClient", "feature flags", "configuration", "key-value settings".

Expert YARA rule authoring, review, and optimization. Use when writing new YARA rules, reviewing existing rules for quality issues, optimizing rule performance, or converting detection logic to YARA syntax. Covers rule naming conventions, string selection, condition optimization, performance tuning, and automated quality checks based on yaraQA.

End-to-end genome annotation pipeline from assembled contigs to functional annotation, covering repeat masking, gene prediction, and functional assignment for both prokaryotic and eukaryotic genomes. Use when annotating a newly assembled genome from scratch.

Configure incremental load setup operations. Auto-activating skill for Data Pipelines. Triggers on: incremental load setup, incremental load setup Part of the Data Pipelines skill category. Use when working with incremental load setup functionality. Trigger with phrases like "incremental load setup", "incremental setup", "incremental".

Transform pyspark transformer operations. Auto-activating skill for Data Pipelines. Triggers on: pyspark transformer, pyspark transformer Part of the Data Pipelines skill category. Use when working with pyspark transformer functionality. Trigger with phrases like "pyspark transformer", "pyspark transformer", "pyspark".

When the user wants to fix indexing issues from Search Console, use noindex, or implement Google Indexing API. Also use when the user mentions "fix indexing," "not indexed," "Crawled - currently not indexed," "noindex," or "Google Indexing API."

Trace downstream data lineage and impact analysis. Use when the user asks what depends on this data, what breaks if something changes, downstream dependencies, or needs to assess change risk before modifying a table or DAG.

Review plan.md OR a single phase file against templates AND codebase compliance. Use after creating planning documents or when asked to 'review the plan', 'check the phase', 'verify template compliance'. Each invocation reviews ONE file only. Do NOT use for creating plans (use /create-plan) or implementing phases (use /implement).

Use this skill when dealing with deviations from planned logistics operations, such as transit delays, damaged shipments, lost cargo, or when initiating and managing claims and disputes with freight carriers.

Guide for automating Chrome browser interactions using the rodney CLI. This skill should be used when performing web automation tasks such as navigating to pages, taking screenshots, clicking elements, filling forms, extracting page content, or any other browser-based interaction.

Process data catalog updater operations. Auto-activating skill for Data Pipelines. Triggers on: data catalog updater, data catalog updater Part of the Data Pipelines skill category. Use when working with data catalog updater functionality. Trigger with phrases like "data catalog updater", "data updater", "data".

End-to-end copy number variant detection workflow from BAM files. Covers CNVkit analysis for exome/targeted sequencing with visualization and annotation. Use when detecting copy number alterations from sequencing data.

Generate luigi task generator operations. Auto-activating skill for Data Pipelines. Triggers on: luigi task generator, luigi task generator Part of the Data Pipelines skill category. Use when working with luigi task generator functionality. Trigger with phrases like "luigi task generator", "luigi generator", "luigi".

Track data lineage tracker operations. Auto-activating skill for Data Pipelines. Triggers on: data lineage tracker, data lineage tracker Part of the Data Pipelines skill category. Use when working with data lineage tracker functionality. Trigger with phrases like "data lineage tracker", "data tracker", "data".

Comprehensive Salesforce DevOps automation using sf CLI v2. Use when deploying metadata, managing scratch orgs, setting up CI/CD pipelines, or troubleshooting deployment errors.

This skill enables Claude to generate Helm charts for Kubernetes applications. It should be used when the user requests the creation of a new Helm chart, the modification of an existing chart, or assistance with packaging and deploying Kubernetes applications using Helm. The skill is triggered by requests that mention "Helm chart", "Kubernetes deployment", "package application for Kubernetes", or similar phrases related to Helm and Kubernetes. It helps streamline the process of creating and m...

This skill enables Claude to perform automated fuzz testing on APIs to discover vulnerabilities, crashes, and unexpected behavior. It leverages malformed inputs, boundary values, and random payloads to generate comprehensive fuzz test suites. Use this skill when you need to identify potential SQL injection, XSS, command injection vulnerabilities, input validation failures, and edge cases in APIs. Trigger this skill by requesting fuzz testing, vulnerability scanning, or security analysis of an...

RevOnc mobile app EAS deployment guide. Build, deploy, and publish OTA updates for iOS/Android via Expo Application Services. Use for "/eas", "deploy to testflight", "push ota update", or "build ios/android".

Detect model drift detector operations. Auto-activating skill for ML Deployment. Triggers on: model drift detector, model drift detector Part of the ML Deployment skill category. Use when working with model drift detector functionality. Trigger with phrases like "model drift detector", "model detector", "model".

DSL and CLI for building and running Agentic Trajectories (ATaC).

Build enterprise agents for Microsoft 365, Teams, and Copilot Studio using the Microsoft Agents SDK with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based authentication.

Execute batch inference pipeline operations. Auto-activating skill for ML Deployment. Triggers on: batch inference pipeline, batch inference pipeline Part of the ML Deployment skill category. Use when working with batch inference pipeline functionality. Trigger with phrases like "batch inference pipeline", "batch pipeline", "batch".

Secret Scanner - Auto-activating skill for Security Fundamentals. Triggers on: secret scanner, secret scanner Part of the Security Fundamentals skill category.

End-to-end single-cell RNA-seq workflow from 10X Genomics data to annotated cell types. Covers QC, normalization, clustering, marker detection, and cell type annotation. Use when analyzing single-cell RNA-seq data.

Use after initial design context is gathered, before brainstorming - resolves contradictions in requirements, disambiguates terminology, clarifies scope boundaries, and verifies assumptions to prevent building the wrong solution

Use when writing Jira descriptions or comments, converting Markdown to Jira wiki markup, using templates (bug reports, feature requests), or validating Jira syntax before submission.

Simple, cost-effective message queuing for asynchronous communication.

Analyze password strength analyzer operations. Auto-activating skill for Security Fundamentals. Triggers on: password strength analyzer, password strength analyzer Part of the Security Fundamentals skill category. Use when analyzing or auditing password strength analyzer. Trigger with phrases like "password strength analyzer", "password analyzer", "analyze password strength r".

Comprehensive Salesforce DevOps automation using sf CLI v2. Use when deploying metadata, managing scratch orgs, setting up CI/CD pipelines, or troubleshooting deployment errors.

This skill should be used when the user asks to "search YouTube", "find videos about", "get a transcript", "download subtitles", "extract audio from YouTube", "scan a channel", "research a topic on YouTube", "get video metadata", "what videos exist about", "download YouTube audio", "YouTube research", "summarize this video", "what is this video about", "pull captions from", "grab the audio from", or provides a YouTube/Vimeo/video URL and wants to extract information from it. Also triggers on ...

Configure triton inference config operations. Auto-activating skill for ML Deployment. Triggers on: triton inference config, triton inference config Part of the ML Deployment skill category. Use when configuring systems or services. Trigger with phrases like "triton inference config", "triton config", "triton".

This skill should be used when creating, optimizing, or implementing advanced prompt patterns including few-shot learning, chain-of-thought reasoning, prompt optimization workflows, template systems, and system prompt design. It provides comprehensive frameworks for building production-ready prompts with measurable performance improvements.

Ensure that **ideas become designs**, **designs are reviewed**, and **only validated designs reach implementation**.

Configure pipeline monitoring setup operations. Auto-activating skill for Data Pipelines. Triggers on: pipeline monitoring setup, pipeline monitoring setup Part of the Data Pipelines skill category. Use when monitoring systems or services. Trigger with phrases like "pipeline monitoring setup", "pipeline setup", "pipeline".