langchain-samples

Analyze the workshop application log from inside OpenShell and produce incident artifacts.

Interpret traces from a parent Deep Agent and subagents running inside OpenShell.

Demonstrate and explain the contained agent runtime's filesystem and network boundaries.

Use for analyzing application logs with Python inside the OpenShell sandbox and producing incident reports.

Use for interpreting LangSmith traces, adding useful metadata, and comparing agent runs.

Use for safe OpenShell policy-boundary demos and denied-operation analysis.

Produce a cost-breakdown table for a trip.

Produce a day-by-day travel itinerary using our standard structure.

Produce a climate- and activity-aware packing checklist.

Produce a one-page traveler brief with logistics essentials.

Use when adapting the langsmith-guided-tour repo for a specific industry or domain-specific use case — triggered by "create a [domain] version of this repo", "customize this for [vertical] POC", "make a [use case] variant of the workshop", or working in a fresh clone of the langsmith-guided-tour template with intent to specialize the example agent and all eight notebook modules at once. Not for single-module edits.

Write a structured pre-meeting brief for a relationship manager. Use this skill when asked to prep a client meeting, summarize a client's situation, or produce a meeting prep document.

Write a portfolio update or periodic review for a client. Use this skill when asked to produce a quarterly update, performance summary, or holdings review.

Produce a structured earnings recap for a public company based on research findings. Use when asked to summarize a quarterly result, earnings release, or company report.

Write a short investor-facing research note based on findings or a given topic. Use this skill when asked to produce an investor note, market commentary, or short-form analyst writeup.

Regulatory guidelines for adverse event and technical complaint reporting in pharmaceutical patient support calls, used to verify proper AE/TC handling procedures

Standard operating procedure compliance checklist for evaluating pharmaceutical patient support call handling against required procedural steps

Write a LinkedIn post from research findings. Use for professional posts or thought-leadership.

Perform domain-specific web search for company intelligence—funding, leadership, competitors, recent news, and market position. Use when researching companies, due diligence, or competitive analysis.

Draft a customer-facing support reply. Use when writing the final answer to a customer ticket - covers structure, tone, and length so every reply lands the same way.

Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields

Branded credit investment memo template with required sections, formatting guidelines, and compliance language for leveraged credit analysis

Correlate several SOC alerts into a coordinated-campaign verdict. Use when triaging more than one alert together: how to pivot on shared entities, build the timeline, exclude decoys, and set an aggregate severity that can exceed any single alert.

The house style for research reports — section order, what each section is for, and length targets. Read this before planning any report.