Skillget

solo-founder-playbook

agent
Security Audit
Warn
Health Warn
  • No license — Repository has no license file
  • Description — Repository has a description
  • Active repo — Last push 0 days ago
  • Community trust — 14 GitHub stars
Code Pass
  • Code scan — Scanned 3 files during light audit, no dangerous patterns found
Permissions Pass
  • Permissions — No dangerous permissions requested
Purpose
This project provides five data-backed advisory skills for AI coding assistants like Claude Code and OpenAI Codex. It delivers startup recommendations, idea evaluations, and growth strategies based on patterns extracted from 101 founder interviews.

Security Assessment
The tool executes shell commands via its `install.sh` script to set up local directories and symlinks, but a light code scan found no dangerous patterns, obfuscated code, or hardcoded secrets. It does not request dangerous system permissions, and because it relies on static local JSON and Markdown files, it does not make active network requests or access sensitive personal data during operation. The overall risk is rated as Low.

Quality Assessment
The repository is actively maintained, with its most recent push occurring today. It has generated a small but positive amount of community interest, reflected in 14 GitHub stars. However, the project currently lacks a formal open-source license. This is a notable drawback for developers, as the absence of a license means the software is technically under exclusive copyright by default, making it legally ambiguous to modify, distribute, or use commercially.

Verdict
Safe to use from a security standpoint, but use with caution for commercial purposes until a formal software license is added to the repository.
SUMMARY

6 data-backed startup skills for Claude Code & OpenAI Codex — powered by 101 Starter Story founder interviews

README.md

Solo Founder Playbook

5 Claude Code skills for solo founders — powered by data from 101 Starter Story video analyses.

A data-backed startup advisor in your terminal. Every recommendation comes from real patterns extracted from 101 founder interviews.

Install

git clone --single-branch --depth 1 https://github.com/yayashuxue/solo-founder-playbook.git ~/.claude/skills/solo-founder-playbook && bash ~/.claude/skills/solo-founder-playbook/install.sh

Restart Claude Code and the 5 skills become available.

Update: cd ~/.claude/skills/solo-founder-playbook && git pull

Uninstall: rm ~/.claude/skills/solo-{analyze,growth,patterns,playbook,roast} && rm -rf ~/.claude/skills/solo-founder-playbook

Type /solo to see all 5 skills autocomplete.

Skills

Skill What it does Example
/solo-analyze Evaluate your idea against 101 founder patterns /solo-analyze a tool that helps devs find API docs faster
/solo-playbook Step-by-step playbook for any goal /solo-playbook how do I get my first 100 users?
/solo-growth Growth & marketing recommendations /solo-growth I run a $2k MRR SaaS for freelancers
/solo-patterns Browse 80+ patterns across 11 categories /solo-patterns Marketing/Distribution
/solo-roast Get your plan roasted — with data /solo-roast spend 6 months building before launch

What's in the Data

All data was generated by the Starter Story Pipeline — a 5-step process that:

  1. Pulls all video URLs from a YouTube channel
  2. Downloads transcripts
  3. Uses Claude to categorize each video into 11 startup topics
  4. Summarizes and refines the raw analysis
  5. Extracts cross-video patterns and keywords

We ran it on 101 Starter Story videos. The result:

  • 11 categories: Idea Generation, Validation, Building, Launch, Marketing, Growth, Monetization, Challenges, Team, Costs, Advice
  • 80+ patterns with frequency data
  • 300+ keywords/tools mentioned by founders

Key findings:

  • 74.3% of founders use AI as a core tool
  • Organic channels outperform paid 3.5:1
  • 32 founders say "just start" and "ship fast"
  • 18 founders explicitly cloned existing ideas
  • Solo founders average 90%+ profit margins

Want to run the pipeline yourself or adapt it for a different channel? Check out the pipeline repo.

Project Structure

knowledge/                        # single source of truth (50KB)
  patterns.json
  insights.md
solo-analyze/SKILL.md
  knowledge -> ../knowledge       # symlink
solo-growth/SKILL.md
  knowledge -> ../knowledge
solo-playbook/SKILL.md
  knowledge -> ../knowledge
solo-patterns/SKILL.md
  knowledge -> ../knowledge
solo-roast/SKILL.md
  knowledge -> ../knowledge
install.sh                        # symlinks each skill into ~/.claude/skills/

License

MIT

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