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agent-product-manager

Draft a structured product spec from a research brief and seed blurb.

1|Updated Apr 28, 2026
Search Tags:#orchestrator#product-management#feature-spec#spec-management#research-brief#draft-workflow#pm-questions
One-click install
npx skills add https://github.com/csackrider/AI-DLC --skill agent-product-manager-csackrider
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agent-product-manager
Source: https://github.com/csackrider/AI-DLC/tree/main/plugins/ai-dlc-skills/skills/agents/agent-product-manager
Command: npx skills add https://github.com/csackrider/AI-DLC --skill agent-product-manager-csackrider

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Drafts a complete Product Spec by applying the product template to a research brief and seed blurb.

Core Features & Use Cases

  • Transforms research context into a structured product spec covering problem, audience, outcomes, and success criteria.
  • Generates a handoff-ready pm_questions section for orchestrator-driven planning and clarifications.
  • Outputs a converged draft to the scratchpad with optional "Decisions" notes summarizing chat outcomes.

Quick Start

Provide a concise research brief and seed blurb, then run the agent-product-manager to generate a complete product-spec draft in scratchpad.

Frequently Asked Questions about agent-product-manager

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I draft a product spec from a research brief?▼

To draft a product spec from a research brief, provide the research context and a seed blurb to generate a structured document covering the problem, audience, outcomes, and success criteria.

What is the best way to translate research context into structured product planning?▼

Translating research context into structured product planning involves applying a template to raw research data, which converges the information into a filled spec with resolved wording and a section for unresolved decisions.

How do I generate pm questions for unresolved product decisions during spec drafting?▼

Generating pm questions for unresolved product decisions happens automatically during spec drafting, surfacing a handoff-ready pm_questions section for orchestrator-driven planning and clarifications.

Can I use a seed blurb to automate feature spec management workflows?▼

Yes, you can use a seed blurb alongside a research brief to automate feature spec management workflows, producing a converged draft output to the scratchpad with optional Decisions notes summarizing chat outcomes.

What should a product spec include when starting from a research brief?▼

A product spec generated from a research brief should include the problem statement, target audience, expected outcomes, success criteria, and a pm_questions section for any unresolved planning decisions.

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