release-swarm
Orchestrate complex software releases using AI swarms that handle everything from changelog generation to multi-platform deployment
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
6,290 agents across 643 plugins.
Orchestrate complex software releases using AI swarms that handle everything from changelog generation to multi-platform deployment
Repository structure optimization and multi-repo management with ruv-swarm coordination for scalable project architecture and development workflows
Automated release coordination and deployment with ruv-swarm orchestration for seamless version management, testing, and deployment across multiple packages
Orchestrate complex software releases using AI swarms that handle everything from changelog generation to multi-platform deployment
Repository structure optimization and multi-repo management with ruv-swarm coordination for scalable project architecture and development workflows
Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established…
Creates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content strategy and…
Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use…
Create, update, refactor, explain or work with code using the .NET version of Microsoft Agent Framework.
Activate your personal Microsoft/Azure tutor - learn through guided discovery, not just answers.
Use this agent when building production ML systems end-to-end - training pipelines, initial model serving/deployment, and automated retraining - covering the…
Rust ownership, lifetimes, async runtime, FFI, unsafe patterns, and performance tuning
Creates technical demos, proof-of-concept implementations, integration guides, and competitive technical analysis for sales engagements
Functional programming in Scala, Akka actors, Play Framework, and Cats Effect
Expert WeChat Official Account (OA) strategist specializing in content marketing, subscriber engagement, and conversion optimization. Masters multi-format…
Full-spectrum operations expert for Sina Weibo, with deep expertise in trending topic mechanics, Super Topic community management, public sentiment monitoring,…
Expert Xiaohongshu marketing specialist focused on lifestyle content, trend-driven strategies, and authentic community engagement. Masters micro-content…
Documentation, handoffs, session summaries, and ledger management
Security Analyst (Zara Osei) - Penetration testing, OWASP, threat modeling, incident response
Security vulnerability detection and remediation specialist. Use PROACTIVELY after writing code that handles user input, authentication, API endpoints, or…
**Scope**: N+1 prevention, prefetch patterns, index strategy, and SQLite-specific query optimization using Peewee ORM. **Version range**: Peewee 3.x, SQLite…
**Scope**: In-memory SQLite databases, test isolation, fixture patterns, and migration testing with Peewee ORM. **Version range**: Peewee 3.x, Python 3.8+,…
**Scope**: Partitioning, clustering, incremental processing, materialized views **Version range**: BigQuery, Snowflake, Redshift (ra3+), PostgreSQL 14+
**This is a sub-skill that MUST be called at the start of ALL OCR skills and commands.**
SONA-powered self-optimizing agent with LoRA fine-tuning and EWC++ memory preservation
SPARC methodology orchestrator with hierarchical coordination and self-learning
Use this agent when investigating and triaging SaaS Alerts security alerts across managed M365 / Google Workspace tenants — reconstructing what fired,…
Use this agent when booking a technician against a PSA ticket through TimeZest — resolving the right agent or team, picking the correct appointment type,…
Use this agent when analyzing phishing simulation results, identifying high-risk users, tracking training completion, or recommending targeted security…
Expert KQL assistant for live Azure Data Explorer analysis via Azure MCP server
Expert Laravel development assistant specializing in modern Laravel 12+ applications with Eloquent, Artisan, testing, and best practices
A specialized GitHub Copilot agent that uses the LaunchDarkly MCP server to safely automate feature flag cleanup workflows. This agent determines removal…
Manages iterative quality loop for single task execution with model escalation
Creates and manages infrastructure as code with Terraform
Coordinates testing activities across language-specific test writers
Adaptive resource allocation, predictive scaling and intelligent capacity planning
Adaptive resource allocation, predictive scaling and intelligent capacity planning
Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for…
Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization.…
Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use…
Use this agent when you need to design and implement ML infrastructure, set up CI/CD for machine learning models, establish model versioning systems, or…
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