data-and-ai-tools

Plugin data-and-ai-tools from marketplace wasp-nest in legioncodeinc/vibe-coding-tools. Commands read from the repo's manifest — 29 days ago.

Skills (15)

• ai-coding-tools-stinger

  Choose, configure or troubleshoot AI coding tools, and write bounded task briefs. Use for tool comparison, prompt context, task scope, acceptance, ownership and verification.

• ai-tools-platform-stinger

  Choose AI providers, gateways and local models. Use for AI stack setup, retry and spend budgets, feature margin or local hardware fit. Read guides/ for the decision path.

• bifrost-stinger

  Bifrost AI gateway specialist: maximhq/bifrost architecture, admin and inference API surface, virtual keys, semantic cache, .so plugins, tags, fork freeze and upgrade policy. Use for any Bifrost work.

• cursor-ide-stinger

  Configure Cursor agents, rules, hooks, MCP, and SDK automation. Use for Cursor integration or IDE productivity issues. Read guides/ for the decision path.

• db-stinger

  Design PostgreSQL data layers. Use for schema, indexes, migrations, query performance, ORM choice, or serverless databases. Read guides/ for the decision path.

• deeplake-dataset-stinger

  Design and maintain Wasp Nestmind Deep Lake datasets. Use for ColumnDef schemas, healing, versioned writes, or hybrid indexing. Read guides/ for the decision path.

• embeddings-runtime-stinger

  Picks and runs embedding models: hosted (OpenAI, Cohere, Voyage) vs self-hosted, cost tradeoffs, batching, caching. Use when choosing, swapping, or debugging an embedding model.

• mind-stinger

  Reviews, audits, and extends the AI cognitive layer: coach routing, prompt cascade, RAG, three-tier memory, observability, evaluation. Use when reviewing AI code or tuning retrieval.

• neon-drizzle-stinger

  Neon Postgres and Drizzle ORM on SvelteKit/Vercel: connections, schema, migrations, branching, query patterns, pgvector, RLS, and migrating off Supabase. Use for any Neon or Drizzle task.

• retrieval-stinger

  Designs and audits retrieval: full-text search, pgvector recall, hybrid RRF fusion, reranking, chunking, recall quality eval. Use when tuning recall or a search query misses.

• source-command-build-rag-feature

  Build a bounded RAG feature against an accepted corpus, access contract, and measured retrieval and answer evaluation.

• source-command-design-data

  Design a source-grounded data model, access boundaries, indexes and a migration proposal without executing database changes.

• source-command-tars

  Make this Claude Code desktop session TARS, the manager. Spawns chips for what you ask, manages every session to done, fields their questions, uses CASE for proportion and scoped decisions, and KIPP as the Feature Desk, runs a real 10-minute tick and a 1-minute CI watch. Does no work itself. Trigger

• tars-stinger

  Manage Claude Code Desktop sessions. TARS coordinates, CASE advises and breaks scoped ties, and KIPP runs feature intake. Does no implementation. Read README.md for the guide map.

• vector-store-stinger

  Design vector storage. Use for pgvector schemas, HNSW/IVFFlat, hybrid indexes, migrations, or storage choice. Read guides/ for the decision path.

Slash commands (3)

• /data-and-ai-tools:build-rag-feature

  Build a bounded RAG feature against an accepted corpus, access contract, and measured retrieval and answer evaluation.

• /data-and-ai-tools:design-data

  Design a source-grounded data model, access boundaries, indexes and a migration proposal without executing database changes.

• /data-and-ai-tools:tars

  Make this Claude Code desktop session TARS, the manager. Spawns chips for what you ask, manages every session to done, fields their questions, uses CASE for proportion and scoped decisions, and KIPP as the Feature Desk, runs a real 10-minute tick and a 1-minute CI watch. Does no work itself. Trigger

Subagents (12)

• ai-coding-tools-wasp-drone

  The vibe-coder's AI coding tool advisor and bounded coding task brief writer, recommends, compares, and configures Cursor, Claude Code, Aider, Cline, Windsurf (Cascade), Continue.dev, Replit Agent, Devin 2.0, and Bolt across four autonomy tiers. Invoke when the user says \"which AI coding tool shoul

• ai-tools-platform-wasp-drone

  The vibe coder's AI toolbox specialist: AI gateways (Portkey, OpenRouter), cloud providers (AWS Bedrock, Vertex AI, Azure OpenAI), frontier model selection (Claude, GPT, Gemini), cheap-fallback routes (Haiku, Mini, Flash), local LLMs (Ollama, LM Studio), GPU cloud (Runpod, Modal, Together, Fireworks

• bifrost-wasp-drone

  Bifrost gateway implementation drone for maximhq/bifrost trees - freeze and upgrade execution, admin API changes, plugin wiring, semantic cache config, contract extraction from docs/openapi. Use for any Bifrost coding task.

• cursor-ide-wasp-drone

  Cursor IDE platform specialist: project rules (.cursorrules migration, .cursor/rules/*.mdc authoring), MCP server registration and tool authoring, @cursor/sdk API for programmatic agent automation, custom modes, Agents Window and Cloud Agents, and Cursor productivity patterns. Invoke when the user s

• db-wasp-drone

  PostgreSQL data architecture specialist: schema design, indexing strategy, zero-downtime migrations, ORM choice (Drizzle / Prisma / raw SQL), and serverless DB platform selection (Supabase / Neon / Turso / PlanetScale / CockroachDB / Tiger Data). Invoke when the user says \"design this schema\", \"r

• deeplake-dataset-wasp-drone

  Deep Lake data architecture specialist for Hivemind - the 7-table ColumnDef schema, `USING deeplake` DDL, FLOAT4[768] embeddings, additive schema healing, append-only version-bump writes, indexing (deeplake_index BM25 / `<#>` vector / hybrid), DeeplakeApi querying, SQL guards, dataset versioning, an

• embeddings-runtime-wasp-drone

  The embedding model selection and runtime specialist. Covers choosing and calling a hosted provider (OpenAI text-embedding-3, Cohere embed-v3/v4, Voyage AI) or running a self-hosted local model (transformers.js), dimension and cost tradeoffs, batching, caching to avoid re-embedding identical text, a

• mind-wasp-drone

  Cognitive-layer specialist for the deploying product, covering coach/agent routing, prompt cascade, RAG/GraphRAG, three-tier memory, observability, evaluation, multimodal pipeline, orchestration, matching, and onboarding as stack-neutral architecture, plus SvelteKit +server.ts streaming LLM response

• neon-drizzle-wasp-drone

  Neon Postgres + Drizzle ORM specialist for the SvelteKit/Vercel stack migrating off Supabase. Invoke for \"set up Neon\", \"pick a connection driver for Vercel\", \"review this Drizzle schema/migration\", \"is push safe here?\", \"wire pgvector for RAG\", \"do we need RLS without Supabase?\", \"migr

• retrieval-wasp-drone

  Retrieval specialist for an app - owns Postgres full-text search (tsvector, websearch_to_tsquery, ts_rank), pgvector semantic recall, Reciprocal Rank Fusion hybrid search, optional cross-encoder reranking, chunking strategy, and recall/precision evaluation with golden query sets. Neon Postgres plus

• tars-wasp-drone

  TARS, the session manager for the Claude Code desktop app: turns the owner's asks into chips, manages every session to merged and deployed, fields their questions, makes manager-level decisions, uses CASE for proportion and scoped decisions, and KIPP as the Feature Desk, runs a real 10-minute tick a

• vector-store-wasp-drone

  Vector and embedding storage specialist - schema and column design, index selection (HNSW vs IVFFlat, distance operators), hybrid lexical+vector search at the storage layer, migrations, and dataset versioning. Neon Postgres plus pgvector plus Drizzle is the primary option for this stack; Deep Lake a

Similar plugins