ai-agent

TSA-TSQA-with-LLMs: Time Series Insights

Name: TSA-TSQA-with-LLMs: Time Series Insights
Author: Leeway-95

Get time series analysis and question answering capabilities with TSA-TSQA-with-LLMs, a resource for founders in the AI and data analysis space.

advanced⏱ 1-2 hours💵 Free + LLM API costs

111 stars9 forksGuide quality 8/10Updated 7/3/2026100% free · open source

What it is

Build AI agents that automatically analyze and answer time-series questions.

Real use case example

"A founder, John, wants to understand their company's revenue trends. He connects his Amazon data to TSA TSQA with LLMs and asks the agent to analyze the data for the past quarter. The agent produces a detailed report with insights on revenue growth, seasonality, and anomalies. John can now make data-driven decisions with confidence."

Best insideClaude Desktop

When to use it

•When you need to identify patterns and trends in time series data
•When you want to generate answers to questions about your time series data
•When you're looking to integrate time series analysis with natural language processing capabilities

Ready-to-paste prompt

Run `python tsa_tsqa_example.py --ts_data sample_data.csv --question 'What is the average value of the time series?'` to see the tool generate an answer to a question about the sample data

Heads up: Ensure you have the necessary large language model dependencies installed and configured, as specified in the `README.md` file, to avoid errors when running the tool

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/tsa-tsqa-with-llms && curl -fsSL https://workflowstacks.com/api/skills/tsa-tsqa-with-llms/claude-skill -o ~/.claude/skills/tsa-tsqa-with-llms/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.