gbg

Meta-skill for @tmnl/effect-sui development: Effect v4/effect-smol patterns, Sui ontology, PTB/Flow/Query/package modules, localnet testing, Move publishing, diagnostics, and Nix mission-control tooling.

Effect v4 Atom patterns — reactive state management with effect-atom. Atom.make, Atom.family, Registry, runtime atoms, and React integration via useAtomValue.

Effect v4 Schema patterns — defining, validating, transforming, and serializing data with Schema. Covers v4 API, v3→v4 migration, classes, structs, unions, collections, transformations.

Effect v4 Service patterns — Context.Service, Layer composition, ManagedRuntime, dependency injection, and service testing with @effect/vitest.

GetByShell desktop shell — niri WM integration, panel system, calendar widget, popover components, modal patterns, and Nix-based configuration.

Skill governance codemod — create, inspect, update, delete, adopt, and dogfood skills. The meta-skill that governs all skills with CRUD protocols, verification utils, and self-referential governance.

NX workspace architecture — monorepo structure, generators, plugins, boundaries, Effect v4 isolation, dependency constraints, and workspace-map navigation.

AI-powered web search and research via Perplexity API.

Web search via Tavily API for research and fact-finding.

Synadia Agent Protocol for NATS — SDK grounding for rapid development. Use when building, debugging, or integrating NATS-based agent channels (PI, Claude Code, OpenClaw, Hermes, custom agents). Covers wire protocol, caller/host SDK APIs, PI extension internals, headless controllers, mid-stream queries, discovery, heartbeats, and attachment staging.

IIoT database seeding CLI built with @gbg/ctl

Error handling and recovery for iiot-seed CLI

Build and evolve cross-runtime contracts where Effect Schema is canonical in TypeScript, JSON Schema is the interchange artifact, Elixir validates payloads, and Jido FSM transitions are preflighted before cmd/2.

Analyze schema drift between Effect.Schema, @effect/sql Model, and PostgreSQL DDL. Generates ASCII ER diagrams and diff tables. Invoke when asked about schema alignment, DDL drift, model discrepancies, or database-TypeScript type mismatches.

Anime.js v4 documentation, animation examples, and API reference. Use when working with anime.js animations, easing functions, SVG animation, or verifying v4 vs v3 API differences.

Transform session learnings into permanent capabilities (skills, rules, agents). Use when asked to "improve setup", "learn from sessions", "compound learnings", or "what patterns should become skills".

Surface and resolve mental model divergence between agent and user with iterative deepening

Library documentation lookup via Context7/Upstash. Use for quick, cached, structured API docs for any npm/pypi package with code examples.

Repository-aware documentation search via DeepWiki. Use for understanding GitHub repo architecture, verifying Effect-TS patterns against canonical sources, and researching library implementations. Includes AI-powered Q&A via ask_question.

Official Effect-TS documentation and API reference. Use for looking up Effect API signatures, Schema patterns, module organization, and migration guides.

Decision OS operator playbook. Use Eisenhower strict lifecycle plus tool-routing decision trees across coding, planning, research, and validation.

Neural web search, code search, and deep research via Exa AI. Use for semantic web queries, finding code examples, company research, and multi-source synthesis.

Web scraping, crawling, and structured data extraction via Firecrawl. Use for scraping web pages, mapping site structure, LLM-powered extraction, and autonomous web data gathering.

Meta-skill workflow orchestrator for bug investigation and resolution. Routes to debug, implement, test, and commit based on scope.

Git Commit Rules

Implement technical plans from thoughts/shared/plans with verification

Implementation agent that executes a single task and creates handoff on completion

Start TMNL Docker infrastructure containers (adopted from Claude /infra:up). Supports starting a service, service group, core defaults, or full stack with optional build.

Problem-solving strategies for fields in abstract algebra

Problem-solving strategies for groups in abstract algebra

Problem-solving strategies for rings in abstract algebra

Problem-solving strategies for categories functors in category theory

Problem-solving strategies for limits colimits in category theory

Problem-solving strategies for natural transformations in category theory

Problem-solving strategies for analytic functions in complex analysis

Problem-solving strategies for contour integrals in complex analysis

Problem-solving strategies for residues in complex analysis

Problem-solving strategies for banach spaces in functional analysis

Problem-solving strategies for hilbert spaces in functional analysis

Problem-solving strategies for operator theory in functional analysis