context-product-managerTurn rough product, feature, or repo-change requests into a PM-grade plan plus agent-ready execution context. Use whenever the user has a vague idea, wants a...
Install via ClawdBot CLI:
clawdbot install openclawzhu-ai/context-product-managerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 24, 2026
An e-commerce company wants to add a 'personalized recommendation engine' but only has a vague idea. The skill helps turn this into a phased MVP plan, starting with rule-based suggestions, and produce a handoff for the coding agent.
A SaaS startup asks to add 'team collaboration features' to their existing project management tool. The skill reads the repo, splits scope into MVP (e.g., shared boards) and future phases, and generates a spec with acceptance criteria for developers.
A mobile app has performance issues and the team wants to refactor the state management. The skill classifies it as repair/refactor, inspects the codebase, and produces a plan that preserves existing functionality while improving speed.
A fintech company needs to implement new regulatory compliance features. The skill captures constraints, non-goals, and generates a canonical blueprint with verification plan, ensuring the coding agent respects legal boundaries.
An AI startup has a rough idea for an 'automated meeting summarizer.' The skill clarifies key questions, cuts MVP to audio-to-text and basic summary, and provides a complete product brief and agent handoff.
Offer the product manager skill as a premium feature within a larger AI agent platform. Users pay monthly for priority access, unlimited usage, and integration with private repos.
Provide the skill as part of a consulting package where an expert uses it to deliver structured product plans and handoffs for clients. Revenue comes from project-based or retainer fees.
License the skill's capabilities via API to other platforms (e.g., Jira, Notion) that integrate planning features. Charge per API call or monthly API quota.
💬 Integration Tip
Integrate with version control systems (GitHub, GitLab) to automatically read repos, and with project management tools like Jira or Linear to sync acceptance criteria and phase plans.
Scored May 24, 2026
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