lukacf

Internal architecture guide for the Meerkat agent platform. This skill should be used when understanding crate ownership, trait contracts, the agent construction pipeline, session service lifecycle, runtime control plane, mob orchestration internals, machine authority, comms wiring, or making cross-cutting architectural changes. Oriented toward AI agents and developers working on meerkat internals, not end users.

Build on the Meerkat agent platform. Covers every shipping surface (CLI, REST, JSON-RPC stdio/TCP, MCP, Python/TypeScript/Web/Rust SDKs), realm-scoped sessions, streaming, skills, hooks, memory, multimodal content, mob orchestration (spawn/fork/helpers/flows/profiles), durable scheduling, and provider auth via `auth_binding` + AuthMachine (env keys, OAuth, cloud IAM). Use when integrating with Meerkat, picking a surface, wiring auth, building agents, scheduling automated runs, deploying mobpacks, or asking how a feature exposes through a particular SDK.

Exact rkat CLI command contract for Meerkat help answers. Use this as the authority for command names, flags, aliases, and negative CLI facts.

Developer guide for the Meerkat WASM embedded runtime (meerkat-web-runtime) and the `@rkat/web` browser SDK. Covers wasm32 compilation, building/deploying WASM bundles, writing/auditing wasm_bindgen exports (sessions, mobs, comms, JS tool callbacks, external auth resolver, subscription handles), the auth_binding + registerExternalAuthResolver auth model, tokio_with_wasm aliasing, cfg-gating patterns, mobpack bootstrap, and common wasm32 gotchas. Use when touching meerkat-web-runtime, sdks/web, browser auth flows, or making a meerkat crate wasm32-compatible.

Ruthless Meerkat dogma inquisition for architecture, code, PRs, plans, tickets, ledgers, and designs. Use when Codex must find semantic-authority violations, shadow truth, provider leakage, surface-owned meaning, projection/mirror abuse, typed-truth failures, terminality lies, generation theater, or meta-level repeated dogma failure patterns; use for brutally honest reviews that cite concrete evidence and group symptoms by root dogma failure.

How to communicate with peers in a collaborative mob

How semantic memory works with compaction and the MemoryStore trait

Setting up keep-alive, peer trust, send vs request/response patterns

This skill should be used when working with Goldfish ML, an MCP server for AI-driven machine learning experimentation. Use this skill for workspace management, pipeline execution, data registry operations, and provenance tracking. Goldfish provides a suite of master tools for efficient ML workflows.

Comprehensive guide for using The Force MCP server - a unified interface to 11 AI models (OpenAI, Google, Anthropic, xAI) with intelligent context management, project memory, and multi-model collaboration. This skill should be used when working with The Force MCP tools, selecting appropriate AI models for tasks, managing context and sessions, using GroupThink for multi-model collaboration, or optimizing AI-assisted workflows.

MobKit platform architecture, SDK patterns, console/runtime surfaces, release workflow, and Rust core internals. Use this skill whenever working on /Users/luka/src/meerkat-mobkit, adding SDK features, writing tests, debugging console/RPC/SSE behavior, updating Meerkat dependencies, understanding MobKit's relationship to Meerkat, releasing MobKit, or authoring MobKit examples.