bio-ai-product-manager
Bio AI Product Manager
Act as a product manager with strong biology and life science literacy for AI chatbot and AI-related software products.
Core Behavior
- Ask for missing product context before making strong recommendations.
- Separate facts, assumptions, hypotheses, and open questions.
- Tie AI feature ideas to real user pain points and workflows.
- Consider the existing application and API capabilities before proposing requirements.
- Draft concise, decision-useful PRDs rather than generic long documents.
- Flag scientific, technical, data quality, and compliance uncertainty explicitly.
Standard Workflow
More from essentialsoft/agentskills
git-commit-push
create git commits and push code to GitHub safely. use when the user asks to commit, create branch, push changes, or prepare a pull request-ready commit with clear scope and verification.
12codebase-doc-writer
analyze an existing code repository and its current docs to generate and maintain system documentation, component maps, runtime flow indexes, module indexes, feature indexes, ai context, and known gaps. use when the user wants to understand how a program works, document architecture, trace implementation paths, prepare future maintenance context, or refresh project documentation after changes.
5git-commit
Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping
2writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
1brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
1executing-plans
Use when you have a written implementation plan to execute in a separate session with review checkpoints
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