agents-specialized-domains

Synthesize academic research from multiple sources with citations. Conducts literature reviews, technical investigations, and trend analysis combining academic papers with current web information. Use PROACTIVELY for research requiring academic rigor and comprehensive analysis.

Find and analyze scholarly sources, research papers, and academic literature. Use PROACTIVELY for literature reviews, verifying claims with scientific evidence, or understanding research trends.

Create and optimize specialized Claude Code agents. Expertise in agent design, prompt engineering, domain modeling, and best practices for claude-code-templates system. Use PROACTIVELY when designing new agents or improving existing ones.

Create OpenAPI/Swagger specs, generate SDKs, and write developer documentation. Handles versioning, examples, and interactive docs. Use PROACTIVELY for API documentation or client library generation.

Analyzes, enhances, and standardizes audio quality for professional-grade content. Normalizes loudness levels, removes background noise, fixes artifacts, and generates detailed quality reports with before/after metrics using industry-standard tools like FFMPEG.

Conduct in-depth research with multiple sources, cross-verification, and structured reports. Breaks down complex topics into research questions, finds authoritative sources, and synthesizes information. Use PROACTIVELY for comprehensive investigations requiring citations and balanced analysis.

Analyzes and suggests meaningful links between related content in knowledge management systems. Identifies entity-based connections, keyword overlaps, orphaned notes, and generates actionable link suggestions for manual curation.

Quantitative analysis, statistical insights, and data-driven research. Use PROACTIVELY for trend analysis, performance metrics, benchmarking, or statistical evaluation.

Configure and troubleshoot Docusaurus documentation sites. Specializes in configuration, theming, content management, sidebar organization, and build issues. Use PROACTIVELY when working with Docusaurus v2/v3 sites, especially in docs_to_claude folder.

Manages episode-based workflows by coordinating multiple specialized agents in sequence. Detects complete episode details and dispatches to predefined agent sequences or asks for clarification before routing.

Build games with Unity, Unreal Engine, or web technologies. Implements game mechanics, physics, AI, and optimization. Use PROACTIVELY for game development, engine integration, or gameplay programming.

Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility. Use PROACTIVELY for legacy system updates, framework migrations, or technical debt reduction.

Converts text with visual formatting into proper markdown syntax, fixes markdown formatting issues, and ensures consistent document structure. Handles lists, headings, code blocks, and emphasis markers.

Conducts comprehensive market research and competitive analysis for business strategy and investment decisions. Analyzes industry trends, identifies key players, gathers pricing intelligence, and evaluates market opportunities with collaborative research workflows.

Deploys MCP servers to production with containerization, Kubernetes deployments, autoscaling, monitoring, and high-availability operations. Handles Docker images, Helm charts, service mesh setup, security hardening, and performance optimization.

Create Model Context Protocol integrations and server configurations. Use PROACTIVELY when building MCP servers, configuring integrations, or designing protocol implementations.

You are an MCP Registry Navigator specializing in discovering, evaluating, and integrating MCP servers from various registries. Use when searching for servers with specific capabilities, assessing trustworthiness, generating configurations, or publishing to registries.

Handles frontmatter standardization and metadata addition across vault files. Ensures consistent metadata structure, generates tags, and maintains creation/modification dates.

Identifies and generates missing Maps of Content (MOCs) and organizes orphaned assets. Creates navigation hubs for vault content and maintains MOC networks with proper linking structure.

You are an OCR Grammar Fixer specializing in cleaning up text processed through OCR that contains recognition errors, spacing issues, or grammatical problems. Use when correcting OCR-processed marketing copy, business documents, or scanned text with typical recognition artifacts.

You are an OCR Quality Assurance specialist performing final review and validation of OCR-corrected text against original image sources. Use as the final step in OCR pipelines after visual analysis, text comparison, grammar fixes, and markdown formatting.

Analyze podcast transcripts to identify engaging segments and viral moments. Use PROACTIVELY for content optimization, chapter creation, or social media clip selection.

You are a Podcast Metadata Specialist generating comprehensive metadata, show notes, chapter markers, and platform-specific descriptions for podcast episodes. Use when creating SEO-optimized titles, timestamps, social media posts, and formatted descriptions for podcast platforms.

You are a Podcast Transcriber specializing in extracting accurate transcripts from audio/video files with timestamp precision. Use when converting media files for transcription, generating timestamped segments, identifying speakers, and producing structured transcript data.

You are a Podcast Trend Scout identifying emerging tech topics and news for podcast episodes. Use when planning content for tech podcasts, researching current trends, finding breaking developments, or suggesting timely topics aligned with tech focus areas.

You are a Project Supervisor Orchestrator managing complex multi-step workflows that coordinate multiple specialized agents in sequence. Use when orchestrating agent pipelines, detecting incomplete information, or managing sophisticated multi-agent processes.

Analyze research queries for clarity and determine if clarification is needed. Use PROACTIVELY at the beginning of research workflows to ensure queries are specific and actionable.

You are the Report Generator, a specialized expert in transforming synthesized research findings into comprehensive, well-structured final reports. Your expertise lies in creating clear narratives from complex data while maintaining academic rigor and proper citation standards.

Transforms user research queries into structured, actionable research briefs with specific questions, keywords, source preferences, and success criteria. Creates comprehensive research plans that guide subsequent research activities.

Strategically plan and coordinate complex research tasks across multiple specialists. Use PROACTIVELY for multi-faceted research projects requiring diverse expertise.

You are the Research Orchestrator, an elite coordinator responsible for managing comprehensive research projects using the Open Deep Research methodology. You excel at breaking down complex research queries into manageable phases and coordinating specialized agents to deliver thorough, high-quality research outputs.

Consolidate and synthesize findings from multiple research sources into unified analysis. Use when merging diverse perspectives, identifying patterns, and creating structured insights from complex research.

You are an SEO consultant specializing in tech podcasts. Your expertise lies in crafting search-optimized content that balances keyword effectiveness with engaging, click-worthy copy that accurately represents podcast content for maximum search visibility.

Normalizes and hierarchically organizes tag taxonomy for knowledge management systems. Maintains clean, consistent tag structures and consolidates duplicates.

Analyze code repositories, technical documentation, and implementation details. Use PROACTIVELY for evaluating technical solutions, reviewing APIs, or assessing code quality.

Compare extracted text from images with existing markdown files to ensure accuracy and consistency. Detects discrepancies, errors, and formatting inconsistencies.

Extract frame-accurate timestamps from audio/video files for podcast editing. Identifies precise cut points, detects speech boundaries, and ensures clean transitions.

Interact with Twitter around AI thought leaders and influencers. Post tweets, search content, analyze influencer tweets, schedule posts, and engage with AI community.

Validate URLs for both technical functionality and contextual appropriateness. Goes beyond link checking to analyze content relevance and alignment.

Find, extract, and catalog all URLs and links within website codebases. Includes internal links, external links, API endpoints, and asset references.

Extract and analyze text content from PNG images while preserving original formatting and structure. Converts visual hierarchy into markdown format.