A systematic approach to evaluate Nvidia’s dominance by assessing power efficiency breakthroughs, software stack alternatives, and chip fabrication co...Show more

Convert a traditional for-loop trading structure into a LangGraph-based cognitive architecture to discover alpha in options trading.

Use Cloudflare Tunnels to securely expose a local DGX or GPU cluster behind a web UI accessible from anywhere in the cloud.

Apply LangChain’s Agent Insights to analyze common errors and performance of cloud code skills, guiding when to abstract functionality into reusable s...Show more

Use LangSmith’s trace viewer to inspect every cloud code execution step, identify which tools were called, and monitor per-token costs across provider...Show more

Configure Claude code with OpenTelemetry to stream all logs and detailed traces to LangSmith for full visibility into each agent invocation.

Layer slash-command shortcuts on top of cloud code and skill-based sub-agents to create an additional abstraction for triggering custom workflows seam...Show more

When building or modifying MCP servers, explicitly define both MCP prompts and MCP resources in addition to tool definitions to ensure comprehensive a...Show more

Use an AI-driven workflow that performs deep research, plans endpoints and workflows, consolidates operations, schedules events, and subdivides tasks ...Show more

Utilize the five-level NAICS code hierarchy—sector, subsector, industry group, industry, national industry—to segment markets and tailor AI solutions.

A methodology to combine industry codes, firm metrics, and disruption assessments into a value-creation workflow diagram that auto-generates AI agents...Show more

When architecting multi-agent systems, you should map out when to use subagents versus skills versus code execution containers to efficiently manage s...Show more

Claude Code includes a built-in skill creator that provides a structured template and guidelines for defining new skills with specialized knowledge, w...Show more

Developers can modify provided .md templates in their IDE and re-upload Skills files to customize AI agent outputs like document creation and design l...Show more

Claude Skills leverages Markdown files pointing to scripts along with API logic to spin up containerized agents, enabling modular and reusable skill d...Show more

Organize a skill with a top-level skill.md and optional folders for documentation, scripts, and templates to constrain agent behavior programmatically...Show more

Subagents markdown uses a JSON card format similar to Google’s 8-way protocol to declaratively define an agent’s name, capabilities, and metadata.

Run skill files within a secured cloud-based mount directory (akin to a Docker container) to ensure reproducibility and isolation of AI workflows.

Implement AI capabilities as standalone .md skill files containing workflow descriptions, code snippets, and references for portable, versionable AI f...Show more

Define AI agents using a hierarchy of agent MD files, subagents, and skills to modularize complex workflows and enable targeted instruction execution.