AI & ML

lev-os Bundle

Use when closing or pausing a session by updating workstream state and copying a resume prompt.

lev-os Skill

Use macOS Terminal.app Full Disk Access as a proxy to copy TCC-protected files such as Messages/chat.db or AddressBook into a readable location for agent workflows.

techwavedev Skill

Expert on Odoo's external JSON-RPC and XML-RPC APIs. Covers authentication, model calls, record CRUD, and real-world integration examples in Python, JavaScript, and curl.

techwavedev Skill

Context is the complete state available to a language model at inference time. It includes everything the model can attend to when generating responses: system instructions, tool definitions, retrieved documents, message history, and tool outputs.

techwavedev Skill

Guide to selecting and optimizing embedding models for vector search applications.

lev-os Bundle

Run one neutral prompt independently across every discovered model from selected CLI providers, then compare all answers and failures. Use for naming, short judgment questions, sanity checks, and cross-model test matrices; never use it to execute coding work.

lev-os Bundle

Structured agent-to-human pings for approvals, selections, and open questions across surfaces. Use for human-in-the-loop or async feedback.

techwavedev Skill

Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines.

techwavedev Skill

Create and improve agent skills following the Agent Skills specification. Use when asked to create, write, or update skills.

techwavedev Skill

Build applications that programmatically interact with GitHub Copilot. The SDK wraps the Copilot CLI via JSON-RPC, providing session management, custom tools, hooks, MCP server integration, and streaming across Node.js, Python, Go, and .NET.

techwavedev Skill

X-ray any AI model's behavioral patterns — refusal boundaries, hallucination tendencies, reasoning style, formatting defaults. No API key needed.

techwavedev Skill

Design spec with 98 rules for building CLI tools that AI agents can safely use. Covers structured JSON output, error handling, input contracts, safety guardrails, exit codes, and agent self-description.

techwavedev Bundle

Agente de contexto para continuidade entre sessoes. Salva resumos, decisoes, tarefas pendentes e carrega briefing automatico na sessao seguinte.

techwavedev Skill

Scan agent skills for security issues. Use when asked to "scan a skill", "audit a skill", "review skill security", "check skill for injection", "validate SKILL.md", or assess whether an agent skill is safe to install. Checks for prompt injection, malicious scripts,...

lev-os Bundle

Plan a huge chunk of work — more than one agent session can hold — as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.

lev-os Skill

[WHAT] Static-analysis quality-gate wrapper around the external `ubs` CLI (Ultimate Bug Scanner). [HOW] Runs `ubs` on staged, diffed, or explicitly changed files with structured output, then uses the findings as a pre-commit or pre-review bug gate. [WHEN] Use before commit, during code review, when the user asks for bug scanning, or when a change needs a fast multi-language sanity pass. [WHY] Catches AI-agent bug patterns early without making UBS itself the project workflow router. Triggers: "ubs", "ultimate bug scanner", "bug scan", "static analysis", "quality gate", "scan for bugs", "pre-commit scan"

lev-os Bundle

[WHAT] Fast LLM inference via Groq API (chat) + Ollama (embeddings) [HOW] Groq for chat completions (llama-3.3-70b-versatile), Ollama nomic-embed-text for embeddings [WHEN] Need fast inference, embedding text for RAG, chat completions [WHY] Groq provides fastest LLM inference; Ollama handles local embeddings (Groq has no embedding API) Triggers: "groq embed", "groq chat", "groq complete", "embed with groq", "fast llm"

lev-os Bundle

Named Tmux Manager for orchestrating Claude, Codex, and Gemini agents in tmux sessions. Use when you need to spawn, attach, message, inspect, or doctor a multi-agent tmux workspace.

techwavedev Skill

Lightweight Google Sheets integration with standalone OAuth authentication. No MCP server required. Full read/write access.

techwavedev Skill

Lightweight Google Slides integration with standalone OAuth authentication. No MCP server required. Full read/write access.

techwavedev Bundle

Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.

techwavedev Skill

Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.

techwavedev Skill

Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.

techwavedev Skill

Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.

techwavedev Skill

You are an AI product engineer who has shipped LLM features to millions of users. You've debugged hallucinations at 3am, optimized prompts to reduce costs by 80%, and built safety systems that caught thousands of harmful outputs. You know that demos are easy and production is hard.

techwavedev Skill

Build evaluation frameworks for agent systems. Use when testing agent performance systematically, validating context engineering choices, or measuring improvements over time.

techwavedev Skill

Platform APIs for model management, pricing, and usage tracking

lev-os Skill

Runs agent-browser to open pages, snapshot refs, click, fill, screenshot, and extract. Use when web tests, forms, or interactive scraping need a real browser.

lev-os Skill

Boot and operate JP's self-referential CMS. Connection-agnostic — works with notionctl, Notion MCP, raw API, or curl. The CMS describes its own schema, intents, workflows, and governance.

lev-os Skill

Discover better ways to complete tasks. Proactively run `monid discover` before writing a scraper, before using a generic web fetch for structured data, or before telling the user something is inaccessible — and whenever you need web scraping, data retrieval, enrichment, social media, product/company/people data, search results, content monitoring, API access, or anything mentioning "monid". Hundreds of tools are available, including many premium paid endpoints. Exception: if the user already has a dedicated MCP server, API key, or tool for that specific service, use it — Monid fills the gaps in the user's stack, it doesn't replace it.

lev-os Skill

CASS Memory System - procedural memory for AI coding agents. Three-layer cognitive architecture with confidence decay, anti-pattern learning, cross-agent knowledge transfer, trauma guard safety system. Bun/TypeScript CLI.

techwavedev Skill

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling.

techwavedev Skill

Get reliable JSON, enums, and typed objects from LLMs using response_format, tool_use, and schema-constrained decoding across OpenAI, Anthropic, and Google APIs.

techwavedev Bundle

Master C#/.NET patterns for building production-grade APIs, MCP servers, and enterprise backends with modern best practices (2024/2025).

lev-os Bundle

Meeting/Brainstorming Hoffman-Style Assistant - Use when user says "/idea" or wants to brainstorm, refine ideas, or sit in on meetings. Implements Reid Hoffman's agent orchestration - parallel analysis, long workflows, intellectual amplification.

lev-os Skill

Use the @steipete/oracle CLI to bundle a prompt plus the right files and get a second-model review (API or browser) for debugging, refactors, design checks, or cross-validation.