Claude Code Subagents · page 13

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Use this agent when you need comprehensive technical architecture guidance, strategic technology decisions, or system design for complex web/mobile applications with ML/AI integration. Specifically invoke this agent when

Use this agent when you need strategic technical leadership, complex task orchestration across multiple domains, or help translating business requirements into technical execution. This agent excels at breaking down ambiguous requests, routing work to specialized agents, and maintaining strategic context throughout complex projects.

Use this agent when you need strategic technical advice, architectural reviews, roadmap planning, or honest feedback on technical decisions. This includes evaluating project strategies, challenging assumptions, reviewing system designs, planning execution approaches, or getting brutally honest assessment of ideas and proposals.

Repo-wide drift detector for the wjs-* Claude Code skills in this marketplace. Sweeps every SKILL.md, scores it against the repo's own conventions (V-ing naming, trigger-phrase density, companion files, description shape), and returns a grouped punch list ordered by severity. Read-only — never edits files. Use before pushing a batch of skill changes, or whenever you wonder "are these skills still internally consistent?

Anchor framework specialist for rapid Solana program development. Use for building programs with Anchor macros, IDL generation, account validation, and standardized patterns. Prioritizes developer experience while maintaining security.\\n\\nUse when: Building new programs quickly, team projects needing standardization, projects requiring IDL for client generation, or when developer experience is prioritized over maximum CU optimization.

DeFi integration specialist for composing with Solana protocols including Jupiter, Drift, Kamino, Raydium, Orca, Meteora, Marginfi, and Sanctum. Handles swap routing, lending/borrowing, staking, liquidity provision, and oracle price feeds.\n\nUse when: Integrating DeFi protocols, building swap interfaces, implementing lending/borrowing, setting up yield strategies, working with Pyth/Switchboard oracles, or composing multi-protocol transactions.

CI/CD, infrastructure, and deployment specialist for Solana projects. Handles GitHub Actions, Docker, monitoring, RPC management, and Cloudflare Workers edge deployment.\n\nUse when: Setting up CI/CD pipelines, containerizing Solana validators or programs, configuring monitoring and alerting, managing RPC infrastructure, deploying edge workers, or automating build and deploy workflows.

Senior Solana game architect for game system design, Unity/C# architecture, on-chain game state, player progression, NFT integration, and PlaySolana ecosystem. Use for high-level game design decisions, architecture reviews, and planning complex game systems.\n\nUse when: Designing new Solana games from scratch, planning game state on-chain, Unity project architecture, integrating with PlaySolana/PSG1, or deciding between implementation approaches.

React Native and Expo specialist for building Solana mobile dApps. Handles mobile wallet adapter integration, transaction signing UX, deep linking, and mobile-specific performance optimization.\n\nUse when: Building React Native or Expo mobile apps with Solana integration, implementing mobile wallet adapter flows, setting up deep links for transaction signing, or optimizing mobile dApp performance.

CU optimization specialist using Pinocchio framework. Use for performance-critical programs requiring 80-95% CU reduction vs Anchor. Specializes in zero-copy access, manual validation, and minimal binary size.\\n\\nUse when: CU limits are being hit, transaction costs are significant at scale, binary size must be minimized, or maximum throughput is required.

Rust backend specialist for building async services that interact with Solana blockchain. Builds APIs, indexing services, and off-chain processing using Axum, Tokio, and modern async patterns.\n\nUse when: Building REST/WebSocket APIs for Solana dApps, implementing transaction indexers, creating webhook services, or any Rust backend that interacts with Solana.

Senior Solana program architect for system design, account structures, PDA schemes, token economics, and cross-program composability. Use for high-level design decisions, architecture reviews, and planning complex multi-program systems.\n\nUse when: Designing new programs from scratch, planning account structures, optimizing PDA schemes, reviewing architecture for security, or deciding between implementation approaches.

Frontend specialist for Solana dApps. Builds wallet connection flows, transaction UX, token displays, and React/Next.js components with modern design (liquid glass, calm UI), WCAG 2.2 AA accessibility, and performance optimization.

Educational guide for Solana development concepts. Teaches programming patterns, explains code, creates tutorials, and designs learning paths for developers at all levels.\n\nUse when: Explaining Solana concepts, creating tutorials, designing learning paths, or helping developers understand complex blockchain code and patterns.

Testing and quality assurance specialist for Solana programs. Owns all testing frameworks (Mollusk, LiteSVM, Surfpool, Trident), CU profiling, security testing, and code quality standards.\n\nUse when: Writing comprehensive tests, setting up test infrastructure, debugging test failures, CU benchmarking, fuzz testing, or reviewing code quality.

Deep research specialist for Solana ecosystem. Performs comprehensive investigation of protocols, SDKs, APIs, and blockchain patterns with systematic methodology and evidence-based analysis.\n\nUse when: Researching Solana protocols, investigating SDK capabilities, comparing implementation approaches, or gathering information about ecosystem tools and patterns.

Technical documentation specialist for Solana blockchain projects. Creates READMEs, API docs, integration guides, architecture documentation, and deployment procedures.\n\nUse when: Writing project documentation, API references, integration guides, or any developer-facing documentation for Solana projects.

Token-2022 extensions specialist for advanced token mechanics, token economics design, launch strategies, and liquidity management on Solana. Covers transfer hooks, confidential transfers, metadata extensions, and compliance patterns.\n\nUse when: Creating tokens with Token-2022 extensions, designing token economics, implementing transfer hooks or fees, setting up token launches, configuring metadata extensions, building compliance-ready token infrastructure, or minting NFTs/digital assets (Metaplex Core, Token Metadata, cNFTs, Candy Machine).

Unity and C# specialist for Solana game development. Builds game systems using Solana.Unity-SDK, handles wallet integration, NFT display, transaction signing, and real-time gameplay. Expert in Unity patterns, async C#, and PlaySolana SDK.\n\nUse when: Implementing Unity game code, wallet connection, NFT loading, transaction building, UI systems, or any C#/Unity development for Solana games.

Fix compilation errors, build failures, type errors, or test failures. Systematically identifies root causes and fixes them in order.

Review code for quality, architectural consistency, and integration issues. Use after implementing features, refactoring, or before merging PRs.

Execute refactoring tasks — reorganize files, extract components, update imports, fix patterns across the codebase. Use after a refactor-planner has created a plan.

Create or update documentation — READMEs, API docs, architecture overviews, data flow diagrams, developer guides. Reads actual code first, never documents from assumptions.

Execute a development plan created by the plan agent — spawn parallel subagents per phase, test, and ship.

Write compelling, human-sounding content — landing pages, marketing copy, user docs, social media, email sequences, blog posts. Produces distinctive prose that avoids AI patterns.

Review development plans for completeness, feasibility, risks, and missed considerations before implementation begins.

Triage, analyze, and create phased development plans. Iterate with the user until the plan is approved.

Analyze code and create comprehensive refactoring plans with phases, risk assessment, and step-by-step strategy. Use BEFORE code-refactor-master executes.

UX/UI design guidance — component specs with states, accessibility audits, user flow analysis, design system recommendations. For developers building interfaces.

Research technical topics by searching the web — debug errors, compare solutions, find best practices from GitHub issues, Stack Overflow, documentation, and community resources.

Writes Agentforce Agent Script (.agent) files from requirements

Platform engineer — scaffolds Flow/Apex metadata and deploys agent bundles

Plan-mode orchestrator for the Agent Development Life Cycle

Tests Agentforce agents and optimizes based on session trace analysis

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Backlink profile analyst using free and paid sources. Fetches data from Moz API, Bing Webmaster Tools, Common Crawl web graphs, and verification crawler. Merges multi-source data with confidence-weighted scoring.

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Content quality reviewer. Evaluates E-E-A-T signals, readability, content depth, AI citation readiness, and thin content detection.

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FLOW framework prompt analyst. Reads the target URL, selects relevant FLOW stage prompts, applies them, and returns structured output with stage label and evidence requirements.

GEO and AI search specialist. Analyzes AI crawler accessibility, llms.txt compliance, passage-level citability, brand mention signals, and platform-specific optimization for Google AI Overviews, ChatGPT, Perplexity, and Bing Copilot.

Google SEO API analyst. Fetches CWV field data via CrUX, indexation status via GSC, and organic traffic via GA4 for enriched audit data.

Local SEO specialist. Analyzes GBP signals, NAP consistency, citations, reviews, local schema, location page quality, and industry-specific local factors for brick-and-mortar, SAB, and multi-location businesses.

Maps intelligence specialist. Geo-grid rank tracking, GBP profile auditing, review intelligence, cross-platform NAP verification, and competitor radius mapping via DataForSEO and free APIs.

Performance analyzer. Measures and evaluates Core Web Vitals and page load performance.

Schema markup expert. Detects, validates, and generates Schema.org structured data in JSON-LD format.

Sitemap architect. Validates XML sitemaps, generates new ones with industry templates, and enforces quality gates for location pages.

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Technical SEO specialist. Analyzes crawlability, indexability, security, URL structure, mobile optimization, Core Web Vitals, and JavaScript rendering.

Visual analyzer. Captures screenshots, tests mobile rendering, and analyzes above-the-fold content using Playwright.

Planning and execution phase - specifications and implementation

Research and innovation phase - information gathering and brainstorming

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Read-only swarm team member. Spawned by swarm via the Agent tool. Tools restricted to read and research only — no Edit, Write, or NotebookEdit. Operational guidance comes from the briefing template at spawn time.

Read-only swarm team member for evidence mode. Same read-only tool kit as swarm-member; adds a light evidence-citation and reference-the-record convention anchored to the team's durable evidence record. Role and per-run guidance come from the briefing at spawn time; the evidence-citation convention is carried by this agent's standing prompt.

Use this agent when you need to review recently written code for

Expert on creating and configuring custom Claude Code agents. Helps design specialized agents for project-specific tasks.

Expert on CLAUDE.md design patterns, best practices, and project configuration. Essential for project initialization and customization.

Decision-making agent for Self-Evolving Loop. Evaluates validation results and decides next action (continue, evolve, or ship).

Lightweight orchestrator for Self-Evolving Loop with Meta-Engineering integration. Coordinates phases, manages memory, and handles lifecycle. Only returns brief summaries.

Learning agent for Self-Evolving Loop with Meta-Engineering integration. Analyzes failures/successes, extracts patterns, and updates memory system for cross-session learning.

Expert on Claude Code hooks - automation triggers for tool calls, prompts, and notifications. Essential for autonomous workflows.

Expert on Model Context Protocol (MCP) - configuration, available servers, troubleshooting. Essential for extending Claude's capabilities.

Deep requirement analysis agent for Self-Evolving Loop. Extracts acceptance criteria, complexity assessment, and implementation strategy.

Evolution agent for Self-Evolving Loop with Meta-Engineering integration. Applies learning insights, manages lifecycle upgrades, and updates evolution metrics.

Dynamic skill generator for Self-Evolving Loop with Meta-Engineering integration. Creates tailored executor, validator, and fixer skills based on requirement analysis and pattern recommendations.

Expert on creating Claude Code skills (slash commands). Helps design reusable command-based workflows.

Deep autonomous brand visibility analysis across all 6 AI engines — multi-pass real-query probes (5+ engines × 5–10 queries), business-DB scan, citation source enumeration, competitor disambiguation, full 30-day defense plan. Use ONLY when the user explicitly asks for "deep AI visibility analysis", "agent mode", "comprehensive AI brand audit", "autonomous AI visibility", "full multi-engine probe", or commits to a 5+ minute autonomous run. For the standard fast-path one-turn score + per-engine vulnerability map, the `ai-visibility` skill is the right tool — do NOT invoke this agent for generic "AI visibility" / "score my brand" requests, which should route to the skill.

Deep autonomous competitor research — multi-pass crawl across 5+ competitors with full backlink delta, 1000+-term keyword overlap, schema coverage scan, and review-platform delta. Use ONLY when the user explicitly asks for "deep competitor analysis", "agent mode", "autonomous competitor research", "full competitor crawl", "competitor agent", or when 5+ competitors are named. For the standard fast-path one-turn competitor scorecard, the `competitor-intel` skill is the right tool — do NOT invoke this agent for generic "analyze competitors" requests.

Deep autonomous content strategy — multi-pass site crawl, competitor content audit, full keyword + topic gap analysis, pillar + cluster topology, and 90-day publishing queue grounded in real GSC/SERP data. Use ONLY when the user explicitly asks for "deep content audit", "agent mode", "autonomous content strategy", "full site + competitor content analysis", or commits to a multi-minute autonomous run. For the standard fast-path one-turn content plan, the `content-strategy` skill is the right tool — do NOT invoke this agent for generic "plan my content" requests.

Deep autonomous schema generation across 3+ pages or the whole site — multi-file scan, JSON-LD generation, validation, and writing into source files (with user approval per file). Use ONLY when the user explicitly asks for "bulk schema", "schema across my site", "audit all schema", "fix schema everywhere", "every page", "all pages", "site-wide schema", or names a directory containing 3+ pages. For the standard fast-path one-page schema generation, the `schema-markup` skill is the right tool — do NOT invoke this agent for single-page schema requests.

Run a full SEO + AEO + GEO audit on a website or codebase. Use when user asks to "audit my site", "comprehensive SEO audit", "full site audit", "complete SEO check", or wants an end-to-end report covering technical, on-page, schema, AEO, GEO, and AI visibility. Autonomously crawls the codebase or fetches URLs and delivers a scored report.

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USE WHEN a test intermittently fails on unchanged code. Runs it N times sequentially, captures pass/fail + stderr, groups failures by normalized signature, returns stability report. Read-only — never modifies code or installs deps. For statistical signal across runs, not one-shot diagnosis.

USE BEFORE committing security-sensitive changes (auth, crypto, routes, templates, secrets). Audits current diff for OWASP-Top-10 patterns + deps typosquatting. Read-only. Returns Critical / Important / Nice schema with file:line. Model review — not a Semgrep/CodeQL replacement.

Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code unless instructed otherwise.