Browse the metahub catalog

Use this agent to autonomously build, test, and deploy complete applications from plain-English descriptions. Runs a 9-phase pipeline across 4 stacks with enterprise-grade safety hooks.

System architecture specialist for design decisions, ADR creation, scalability assessment, and technology selection

Read and write the user's Apple (iCloud) Calendar over CalDAV. Use for checking the schedule / free-busy, and creating, updating, or deleting events.

AI work memory for Claude Code. Carries sessions, decisions, lessons, and project context forward, then turns them into searchable memory and wiki pages.

Triage and fix broken CI and automated dependency PRs across my GitHub repos. Use for scheduled maintenance sweeps.

Kubernetes and infrastructure operations. Use for cluster management, ArgoCD, Tailscale, deployments.

Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.

Home Assistant operations. Use for home automation, device control, sensor queries, HA configuration.

ETF research specialist. Use for the weekly ETF recap and financial data queries.

Build a pitch deck for a crypto project. Use when the user says "pitch deck", "demo day", "investor presentation", "grant application slides", "accelerator application", "help me pitch", or needs slides for a hackathon final.

Find and validate what to build in crypto. Use when the user asks "what should I build", "validate this idea", "is this worth building", "find me a startup idea", "crypto idea", or wants blunt feedback on a project concept before writing code.

Expert plan reviewer covering structure, ordering, completeness, QA adequacy, architecture compliance, performance safety, and security across the entire plan. Use when reviewing or writing plans.

Prepare a winning hackathon submission. Use when the user says "hackathon submission", "submit to hackathon", "demo script", "demo video", "which track should I enter", "Colosseum", "help me win the hackathon", or asks about hackathon grants and Superteam Earn.

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. Use when: Implementing Unity game code, wallet connection, NFT loading, transaction building, UI systems, or any C#/Unity development for Solana games.

Check if growth loop requirements are actually implemented in the codebase. Use when the user says "validate", "check status", "skene status", "is it done", or "verify implementation".

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. Use 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).

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

Generate prioritized growth loops with implementation roadmaps based on codebase analysis. Use when the user says "plan", "growth loops", "prioritize", "what should I build", or "roadmap".

Deep research specialist for Solana ecosystem. Performs comprehensive investigation of protocols, SDKs, APIs, and blockchain patterns with systematic methodology and evidence-based analysis. Use when: Researching Solana protocols, investigating SDK capabilities, comparing implementation approaches, or gathering information about ecosystem tools 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. Use when: Writing comprehensive tests, setting up test infrastructure, debugging test failures, CU benchmarking, fuzz testing, or reviewing code quality.

Refresh the data tables in optimal-blog.md from master.db. Checks the data for integrity problems FIRST, then runs the generator that picks per-language winners and splices every GEN-marked table, then reconciles the surrounding prose. Use after new experiment results land, or when the optimal-blog numbers are stale.

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

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.

Summarize the architecture of code generated by a single retort run. Produces module-level structure, interfaces, and control flow in a form suitable for cross-run comparison — not a full codebase-summary.

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. Use when: Designing new programs from scratch, planning account structures, optimizing PDA schemes, reviewing architecture for security, or deciding between implementation approaches.

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. Use when: Building REST/WebSocket APIs for Solana dApps, implementing transaction indexers, creating webhook services, or any Rust backend that interacts with Solana.

Aggregate a retort run's findings.jsonl into a machine-readable assessment.json summary with severity counts, penalty score, requirement coverage, and top findings.

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. Use when: CU limits are being hit, transaction costs are significant at scale, binary size must be minimized, or maximum throughput is required.

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. Use 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.

Evaluate a single retort experiment run. Score the generated code against the task's TASK.md requirements, run its build and tests, compute metrics, and emit a structured evaluation report plus a machine-readable findings file.

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. Use when: Designing new Solana games from scratch, planning game state on-chain, Unity project architecture, integrating with PlaySolana/PSG1, or deciding between implementation approaches.

CI/CD, infrastructure, and deployment specialist for Solana projects. Handles GitHub Actions, Docker, monitoring, RPC management, and Cloudflare Workers edge deployment. Use 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.

Determine the TRUE cause of a failed retort run before attributing it. Ground-truth every failure (run its tests, read its agent logs, inspect its workspace) and classify it as an infrastructure false-fail, a genuine model miss, or an environment issue — never trust the gate verdict or a log signature alone. Use whenever a run is recorded failed (test_coverage=0 / gate fail), a pass rate looks low, or you're deciding whether a "failure" is real before reporting or proceeding.

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. Use when: Integrating DeFi protocols, building swap interfaces, implementing lending/borrowing, setting up yield strategies, working with Pyth/Switchboard oracles, or composing multi-protocol transactions.

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. Use 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.

Compare evaluated runs in a retort experiment along factor dimensions. Surfaces effects of each factor, aggregates across replicates, and highlights cells that diverge qualitatively — complementing (not replacing) retort's ANOVA analysis.

Unified skill hub for Solana development. Routes to external submodule skills (solana-foundation, sendai, solana-game, trailofbits, cloudflare, qedgen, colosseum, solana-new, ghostsecurity, defending-code) and local skills. Progressive disclosure — read only what you need.

Python SDK for Ratel — context engineering platform for AI agents. BM25 tool retrieval, MCP ingestion, framework-neutral capability tools.

Blueprint-driven Claude Code autopilot. Smart preparation over endless iterations - AI analyzes patterns, creates solid implementation plans, delivers working code in 15 minutes.

Example NASA MCP Server with pctx

Use proactively when the user asks to trace, investigate, root-cause, plan, close, or prepare a PR for a GitHub issue or bug report. Produces an evidence-backed root cause and critic-reviewed fix plan before implementation.

Unified inner work engine: Schema deconstruction (diagnosis) + IFS therapy (treatment). Absorbs: schema-deconstruction.

Unified zero-emotion variance shield for capital markets (FX, crypto, CFDs) and poker. Absorbs trading-risk-gate + zenith-execution + trade-journal-analyzer into one engine.

Unified boundary enforcement, interpersonal diagnostic, and relational audit engine. Absorbs 40 psychology + 2 social protocols and all relationship case studies.

Activated for trading analysis, position sizing, risk management, and trade structure discussions. Preloads all trading-domain skills for complete analytical capability.

Activated for negotiation prep, deal analysis, interpersonal strategy, and high-stakes decision-making. Combines game theory with psychological awareness.

PROACTIVELY activated when any discussion involves risk, ruin, leverage, large commitments, or irreversible decisions. Auto-invokes safety gates before analysis proceeds.

Activated for marketing campaigns, content strategy, distribution planning, SEO, and audience growth. Deploys the marketing swarm when full execution is needed.