How yanivy9h/ai-shipr works
AI-SHIPR is a folder-based product operating system for product managers using Claude Code. A PM starts a context-aware session (for example, /today), Claude reviews product state and suggests next actions; agents and workflows can write decisions and learning back into the system. Strategy, hypotheses, initiatives, proof, and relationships are distinct product domains, with AI skills, agents, workflows, and playbooks providing the operating layer. The README documents these capabilities; source inspection here was limited to the Figma sync script, so other runtime links are documented rather than source-verified.
Main entry points: Today.md Today Skill · S-Strategy Strategy · AI-Workflows AI Workflows · I-Initiatives Initiatives
Components 16
AI Operating Layer
- Today Skill
A-AI/AI-Skills/Today.md - AI Agents
A-AI/AI-Agents - AI Skills
A-AI/AI-Skills - AI Workflows
A-AI/AI-Workflows - AI Playbooks
A-AI/AI-Playbooks
Strategy and Discovery
- Strategy
S-Strategy - Hypotheses
H-Hypotheses
Execution and Proof
- Initiatives
I-Initiatives - Proof and Experiments
P-Proof
Relationships and Knowledge
- Relationships
R-Relationships - Accumulated Learning
Learning.md - Decision Log
Decision-Log.md
External Connections
- Tool Connections
Connections.md - Figma Sync
I-Information/Integrations/Figma/figma-sync.js
Other components
- Product Manager
- Figma
Connections 14
- Product Manager → Today Skill: starts session
README.md - Today Skill → Initiatives: reviews active
README.md - Today Skill → Hypotheses: flags gaps
README.md - Today Skill → Proof and Experiments: suggests experiments
README.md - Today Skill → Strategy: uses context
README.md - AI Agents → Decision Log: writes decisions
README.md - AI Workflows → Accumulated Learning: writes patterns
README.md - AI Skills → Strategy: supports product work
- AI Playbooks → AI Workflows: guides routines
- Initiatives → Strategy: links to bets
README.md - Proof and Experiments → Hypotheses: tests hypotheses
- Relationships → Today Skill: provides context
- Tool Connections → Figma Sync: documents integration
- Figma → Figma Sync: provides design data
I-Information/Integrations/Figma/figma-sync.js