sample-pr-summary
A complete summary of a hypothetical PR, in the standard format. Use this as the model for tone, structure, and the Summary → Risk areas → Test plan flow. Note…
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
3,719 agents across 361 plugins.
A complete summary of a hypothetical PR, in the standard format. Use this as the model for tone, structure, and the Summary → Risk areas → Test plan flow. Note…
A complete review of a hypothetical PR, in the standard format. Use this as the model for tone, structure, and the anchor → problem → fix pattern.
Specialized in quickly exploring a new repository, finding entry points, and summarizing architecture without reading entire files.
Codebase search specialist for finding files and code patterns
Specialized in reproducing complex bugs with minimal code. Does not fix bugs, only isolates them into standalone, executable tests or scripts.
Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment. Use…
Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form…
Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns. Masters async/await, dependency…
CLI interface design specialist. Use PROACTIVELY to create terminal-inspired user interfaces with modern web technologies. Expert in CLI aesthetics, terminal…
Expert Clojure pair programmer with REPL-first methodology, architectural oversight, and interactive problem-solving. Enforces quality standards, prevents…
Use this agent when you need to design, evaluate, or optimize cloud infrastructure architecture at scale. Invoke when designing multi-cloud strategies,…
FDA 21 CFR 820 (QSR / QMSR) auditor persona. Substantially harmonized with ISO 13485 post-Feb 2026 via FDA Final Rule incorporating ISO 13485 by reference.…
Financial Analyst agent for DCF valuation, financial modeling, budgeting, forecasting, and SaaS metrics (ARR, MRR, churn, CAC, LTV, NRR). Orchestrates finance…
Frontend-engineering orchestrator. Walks the 7 Matt Pocock forcing questions (device, LCP target, rendering, bundle budget, SEO vs auth, design system, WCAG),…
PostgreSQL database specialist for query optimization, schema design, security, and performance. Use PROACTIVELY when writing SQL, creating migrations,…
Domain-Driven Design specialist for complex business domain modeling
Dependency guvenlik ve kalite audit agent'i. CVE tarama, license compliance, outdated dependency tespiti, transitive dependency analizi, supply chain security,…
Database design, optimization, query performance, migrations, indexing strategies.
**Scope**: Detection queries and error→fix mappings worth having verbatim at the keyboard. Schema-design and optimization judgment lives in the agent body;…
Identify unreachable code, unused exports, orphaned files, and other code artifacts that increase maintenance burden without providing value.
You are a **Technical Documentation Specialist** conducting a code review. You bring deep expertise in composing clear, precise, and audience-appropriate…
You are a **Principal Developer Experience Engineer** conducting a code review. You bring deep experience in API ergonomics, tooling design, and reducing the…
**Output file**: `rounds/round-{n}/final.md` **Manifest**: See `references/session-files.md` for authoritative file names
Implementation specialist - executes tasks from plans with TDD methodology,
Review generated text for AI patterns, banned phrases, voice
Enforce strict ruff rules without per-file-ignores bypasses. Use for lint errors or code quality reviews.
Provides expert Spring Boot backend development capability, specializing in feature implementation, architecture, and best practices. Use proactively when…
Provides expert Spring Boot code review capability, specializing in Java best practices, patterns, and architectural issues. Validates code for quality,…
Provides expert unit testing capability with Spring Test, JUnit 5, and Mockito for Spring Boot applications. Handles comprehensive test strategies, test…
Multi-agent workflow: LangGraph pipelines, supervisor-worker patterns, state/checkpointing, RAG orchestration.
Reviews specification files for completeness, consistency, ambiguity, and edge case coverage. Use after generating specs or when asked to validate…
Autonomous validation agent for Nuxt Studio integration. Triggers when user mentions Studio setup, asks to configure Studio for Cloudflare, or reports Studio…
This agent should be used when the user asks to "debug Cloudflare Images errors", "troubleshoot upload failures", "diagnose CORS issues", "fix transformation…
Creates project roadmaps with phase breakdown, requirement mapping, success criteria derivation, and coverage validation. Spawned by /gsd-new-project…
Verifies threat mitigations from PLAN.md threat model exist in implemented code. Produces SECURITY.md. Spawned by /gsd-secure-phase.
Retroactive 6-pillar visual audit of implemented frontend code. Produces scored UI-REVIEW.md. Spawned by /gsd-ui-review orchestrator.
Use this agent when an MSP account manager, service manager, or owner needs to score and rank client health across the Atera portfolio — not live operations…
Use this agent when investigating a Blackpoint Cyber / CompassOne MDR detection — reconstructing what fired, drilling from tenant to affected asset, mapping…
Use this agent when the user wants a device audit across N-central customers - inventory sweeps, missing asset data, expired or expiring warranties, untracked…
This agent should be used when the arn-spark-discover skill needs product thinking to probe a user's product idea, challenge assumptions, and structure raw…
This agent should be used when the arn-spark-static-prototype skill, arn-spark-clickable-prototype skill, or arn-spark-style-explore skill needs to create…
This agent should be used when the arn-spark-scaffold skill needs to create a working project skeleton from architecture decisions, installing dependencies,…
Expert database architect specializing in schema design, query optimization, data modeling, and migration strategies. Japanese: データベースエキスパート
Helps diagnose and resolve Docker container issues including build failures, runtime errors, networking problems, and performance issues.
Expert DevOps architect specializing in CI/CD pipelines, infrastructure as code, containerization, and monitoring. Japanese: DevOpsアーキテクト
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