Meridian MCP — calibrated AI skill routing via orbital mechanics
Skill Claude CodeCodex
Frontend single source of truth — server state with TanStack Query (caching, invalidation, optimistic updates), client state with Zustand (slices, middleware, persistence), URL as state, Redux Toolkit for coordinated entity state, and the discipline of never duplicating remote data in local stores.
Skill Claude CodeCodex
Tailwind CSS — configuration, token strategy, CSS variable theming, color-mix patterns, button variants, card utilities, dark mode, production quality checklist.
Skill Claude CodeCodex
Token cost–benefit and energy analysis before implementing — estimate read/write overhead, compare full implementation vs targeted workaround, model signal-per-token efficiency, and apply the minimum-effective-change principle.
Skill Claude CodeCodex
Model token usage as an energy budget — estimate workload cost, compare throughput per watt / per dollar, and choose routes, models, and architectures with the best signal-per-token ratio.
Skill Claude CodeCodex
Token economic design authority — supply schedules, emission curves, vesting and cliff structures, bonding curves, liquidity bootstrapping pools, governance token design, veToken and vote-escrowed models, staking reward mechanics, token sink design, incentive alignment analysis, and Gini coefficient distribution…
Skill Claude CodeCodex
Transcript ingestion authority — capture, normalize, and prioritize transcripts from YouTube videos, podcast pages, captions, show notes, and transcript-like page content for persona systems, RAG pipelines, and grounded synthesis.
Skill Claude CodeCodex
How to express, preserve, and reason about uncertainty — in statistical claims, LLM outputs, API results, and your own predictions. Use when tempted to state something confidently that you should hedge, when parsing "3σ" vs "3.5σ (2σ global)" from a paper, when combining independent error estimates, or when an LLM…
Skill Claude CodeCodex needs its repo
Testing patterns for the Python/FastAPI + React/TypeScript stack. Covers pytest configuration, conftest fixtures, database safety guards, external API mocking, async tests, Celery eager mode, and Vitest for frontend.
Skill Claude CodeCodex
Framework-agnostic frontend + UX/UI skill matrix covering Next.js App Router, Astro, design systems, mobile nav, accessibility, and dashboard patterns.
Skill Claude CodeCodex
Vector database engineering covering Pinecone, Weaviate, Chroma, Qdrant, pgvector, and FAISS — including embedding pipeline design, HNSW index parameter tuning, hybrid dense+sparse (BM25) search, metadata filtering, namespace and tenant sharding, and RAG retrieval patterns for production knowledge systems.
Skill Claude CodeCodex
Vector store authority — Qdrant operations, collection management, embedding submission, filtered semantic search, index optimization, payload indexing, and multi-tenant isolation patterns.
Skill Claude CodeCodex
VPN-gated deployment security — UFW + Docker DOCKER-USER chain coexistence, per-port and per-domain VPN gating, vpn-on/vpn-off alias pattern, split-tunnel with public IP routing, and multi-layer access control for VPS infrastructure.
Skill Claude CodeCodex
Web intelligence routing authority — choose Exa for discovery, Firecrawl for extraction and crawling, and Bright Data for dynamic or geo-sensitive collection; normalize outputs, costs, and fallback policy for agentic research workflows.
Skill Claude CodeCodex
Webhook receiver patterns — HMAC signature verification, idempotency, retry handling, delivery guarantees, dead-letter logging, and local testing with ngrok or smee.
Skill Claude CodeCodex
WireGuard VPN setup and management — server/client config, key management, peer routing, split-tunnel vs full-tunnel, multi-peer topologies, and systemd integration for production admin access.
Skill Claude CodeCodex
Zero-knowledge proof systems authority — Groth16, PLONK, STARKs, Circom circuit authoring, snarkjs proof generation and verification, Halo2, recursive proofs, ZK-EVMs, and ZK rollup architectures including Polygon zkEVM, zkSync Era, and Starknet.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: