AI & ML

techwavedev Skill

Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices.

techwavedev Skill

Lightweight Google Docs integration with standalone OAuth authentication. No MCP server required.

techwavedev Skill

Estimate AI-assisted and hybrid human+agent development work with research-backed PERT statistics and calibration feedback loops

orcaqubits Skill

Expose NLWeb as an MCP (Model Context Protocol) server — JSON-RPC 2.0 endpoint at /mcp, the `ask` / `list_sites` / `who` tools, MCP protocol version 2024-11-05, and integration with ChatGPT, Claude, Gemini, and other agent clients. Use when wiring NLWeb to an AI agent via MCP or building an MCP client that consumes an NLWeb site.

orcaqubits Skill

Secure Saleor applications — JWT authentication, OIDC integration, App tokens, permission model, rate limiting, CORS, and security headers. Use when configuring Saleor security.

orcaqubits Skill

Manage Shopify orders — order lifecycle, FulfillmentOrder model, returns and refunds, draft orders, order editing, transactions, metafields, and risk analysis. Use when working with Shopify order processing.

jmagly-ai-writing-guide Skill

Generate UAT completion report with tool coverage matrix, pass/fail metrics, and regression detection

jmagly-ai-writing-guide Skill

Map source file structure into navigable sections with line ranges and summaries for efficient agent navigation

jmagly-ai-writing-guide Skill

Ingest the Project Intake Form and kick off Concept → Inception with agent assignments, accepts optional guidance to tailor process

techwavedev Skill

Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence

techwavedev Skill

Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.

techwavedev Skill

Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.

techwavedev Skill

Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.

techwavedev Skill

Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.

techwavedev Skill

When agent sessions generate millions of tokens of conversation history, compression becomes mandatory. The naive approach is aggressive compression to minimize tokens per request.

techwavedev Skill

Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.

techwavedev Skill

Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.

techwavedev Skill

Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.

techwavedev Skill

Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.

techwavedev Skill

Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.

orcaqubits Skill

Navigate Spree's canonical data model — the Catalog (Product/Variant/OptionType/Taxon/Property/Metafield), Pricing (Price/PriceList), Order graph (Order/LineItem/Adjustment/Shipment/Payment/PaymentSession/Refund/Reimbursement), Inventory (StockLocation/StockItem/StockMovement), Shipping (ShippingMethod/Zone), Promotions, Identity (User/Role/Address/StoreCredit/GiftCard), Taxes, and the v5.4+ Markets + Store multi-region model. Use when designing a feature that touches Spree models, writing decorators, or building admin/storefront UIs.

orcaqubits Skill

Configure Spree for multi-store and multi-region commerce — one Rails install running many `Store` records, the v5.4+ `Market` model (currency + locale + payment methods + shipping per region), what's shared vs per-store (products+inventory+customers shared; orders+payments+themes per-store), the Marketplace module (Enterprise — vendors/commission/payouts via Stripe Connect), and the Multi-tenant SaaS model. Use when planning a multi-brand or multi-region Spree deployment.

jmagly-ai-writing-guide Skill

Execute a UAT plan against live MCP connections, tracking pass/fail per test and filing issues on failure

techwavedev Skill

Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.

techwavedev Skill

Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.

techwavedev Skill

Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.

techwavedev Skill

Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but produces detailed, cited reports. Costs $2-5 per task.

techwavedev Skill

Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.

techwavedev Skill

Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.

techwavedev Skill

Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.

orcaqubits Skill

Implement and consume the NLWeb /ask REST endpoint — request shape (GET/POST, query-string and v0.55 structured body), SSE streaming response, modes (list/summarize/generate), in-stream "message_type" headers, error envelopes, and client-side parsing. Use when building an NLWeb server route, calling /ask from a custom agent, or debugging /ask responses.

jmagly-ai-writing-guide Skill

Launch an AIWG Mission — durable, audited dynamic agent orchestration toward a completion criterion. AIWG owns the conductor (activity-log, gates, best-output, checkpoint/resume, cost); native primitives drive worker mechanism. Surfaces as /aiwg-mission in Codex (AIWG-owned, no plugin dependency).

jmagly-ai-writing-guide Skill

Discover MCP tools and generate a phased UAT plan with agent-executable test specifications

jmagly-ai-writing-guide Bundle

Address open issues using issue-thread-driven agent loops with 2-way human-AI collaboration

techwavedev Bundle

Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or Agent SDK. DO NOT TRIGGER when: code imports `openai`/other AI SDK, general programming, or ML/data-science tasks.

orcaqubits Skill

Build with Spree's event bus and Webhooks 2.0 — `Spree::Events` publication, `Spree::Subscriber` DSL with `subscribes_to` and `on`, wildcard matching, lifecycle events (`{model}.created/.updated/.deleted` via `publishes_lifecycle_events`), the canonical event catalog (order.*, payment.*, shipment.*, product.*), Webhooks 2.0 endpoints, HMAC-SHA256 signing (`X-Spree-Webhook-Signature`), exponential-backoff retries, and Sidekiq job orchestration. Use when wiring event-driven business logic, building webhook consumers, or replacing ActiveSupport callback chains.