ai-agent

influence-release: Accelerate AI‑driven Decision Making for Founders

Name: influence-release: Accelerate AI‑driven Decision Making for Founders
Author: kohpangwei

A Jupyter‑Notebook AI agent that helps startup founders quickly synthesize data insights and test market strategies, streamlining product pivots.

806 stars185 forksJupyter NotebookGuide quality 9/10 · reviewed Oct 7Updated 12/29/2020100% free · open source

What it does

Influence-release provides AI agent solutions for founders using Jupyter Notebook, allowing them to generate and analyze data with influence-release algorithms.

When to use it

•You need to analyze influence maximization in social networks
•You want to identify key influencers in a large dataset
•You are working on a project that requires diffusion-based data analysis

Ready-to-paste prompt

influence_release.Algorithm('LT', 'data.csv', seed_set=[1, 2, 3])

Heads up: The influence-release library requires the NetworkX library to be installed, so make sure to install it first with pip install networkx

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/influence-release && curl -fsSL https://workflowstacks.com/api/skills/influence-release/claude-skill -o ~/.claude/skills/influence-release/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.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

top-level files

folders

112.1M

source size

MIT

license

Key files

README.md

File tree

inception/

influence/

scripts/

__init__.py

LICENSE.md

README.md

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/influence-release && curl -fsSL https://workflowstacks.com/api/skills/influence-release/claude-skill -o ~/.claude/skills/influence-release/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

kohpangwei

Language

Jupyter Notebook