market-research

ai-market-pulse: Daily AI Insights

Name: ai-market-pulse: Daily AI Insights
Author: SilentFleetKK

Get daily AI market research reports from your watchlist. For founders needing quant research.

From the repo · “Turn any watchlist into a daily AI market research report — a quant research cockpit or a zero-code daily report tool.”

175 stars30 forksPythonGuide quality 8/10 · reviewed Jul 14Updated 7/11/2026100% free · open source

What it does

Turns any watchlist into a daily AI market research report, providing a quant research cockpit or a zero-code daily report tool for founders

When to use it

•When you need to stay up-to-date on market trends and research without dedicating a lot of time to data collection
•When you want to quantify your market research and make data-driven decisions
•When you need to monitor competitors and identify potential market opportunities

Ready-to-paste prompt

python ai_market_pulse.py --watchlist watchlist.json --report report.csv

Heads up: Make sure you have the necessary dependencies installed, including `pandas` and `yfinance`, and that you have a valid API key for any external data sources used by the tool

Saves to your device

Use with Claude

New

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

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ai-market-pulse && curl -fsSL https://workflowstacks.com/api/skills/ai-market-pulse/claude-skill -o ~/.claude/skills/ai-market-pulse/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.

How ai-market-pulse: Daily AI Insights works

Codeflow

Free to inspect

Ai-market-pulse: Daily AI Insights is a medium Python project (~7.3k lines across 27 code files, plus 26 test files). Setup is light: installs like a normal app. Reading the code is optional. Last commit 4 months ago, MIT license, has a test suite.

Size

Medium codebase

~7.3k lines · 27 code files · ~1 h to skim

Setup

One-command install

Installs like a normal app. Reading the code is optional.

Runs on

Python · Docker

No API keys detected

Python 100%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
pyproject.toml
Dependencies and the commands it exposes
3
src/ai_market_pulse/__init__.py
Inside src/ — the main logic begins here
4
examples/portfolio.csv
A worked example — copy this to get going

What's in each folder

src/Core code — the actual logic27 files

prompts/Prompts, skills & agent definitions4 files

docs/Documentation4 files

examples/Examples you can copy2 files

tests/Tests — proof it works26 files

.github/CI / automation (GitHub Actions)4 files

READMEHas testsDocumentedCI checksDocker readyExamples includedMIT licenseUpdated 4 mo ago

Use with Claude

New

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

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ai-market-pulse && curl -fsSL https://workflowstacks.com/api/skills/ai-market-pulse/claude-skill -o ~/.claude/skills/ai-market-pulse/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.

Quick Actions

Details

Creator

SilentFleetKK

Language

Python

Do this with a working workflow

Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.

Outcome guide

Automate your weekly client reports

Keep each client’s metrics in a Google Sheet. Every Monday the workflow reads the week’s numbers, writes a plain-English narrative — what moved, why, and what’s next — and emails it to the client.

Outcome guide

Automated marketing performance reports

The workflow reads your performance metrics and writes the narrative for you — this week at a glance, what moved and why, what’s next — then sends it on schedule.