A comprehensive product manager workbench that provides document generation (PRD, competitive analysis), decision coaching, end-to-end workflow guidance, interview coaching, and growth strategy design. Covers data products, back-office systems, and edtech growth domains. Use when the user asks about product management, needs a PRD, wants competitor analysis, is designing experiments, planning roadmaps, doing retrospectives, preparing for interviews, designing growth strategies, or seeking PM advice.
Documents
Jackyshen Agile Coach
Try itJacky Shen's Agile Coach AI assistant, providing structured prompt support for Scrum Masters and Product Owners. This skill MUST be activated whenever the us...
What it does
Jacky Shen's Agile Coach AI assistant, providing structured prompt support for Scrum Masters and Product Owners. This skill MUST be activated whenever the user mentions any of the following Scrum, Sprint, Backlog, user stories, DoD, DoR Definition of Ready, Product Owner, Scrum Master, agile ceremonies, retrospectives, backlog refinement, sprint planning, release planning, risk identification, user personas, customer churn, product requirements, decision-making, scenario modeling, team facilitation, or any agile team workflow. Keywords are Scrum, Sprint, Backlog, user story, Product Owner, Scrum Master, DoR, agile, iteration, retrospective, prioritization, risk, persona, churn, PRD, facilitation, minimal experiment, root cause, pattern recognition. Whenever a user mentions agile team work, PO/SM scenarios, or needs structured agile prompt templates, this skill must be used.
The skill document
Jacky Shen's Agile Coach Prompt Toolkit
This skill encapsulates 11 core scenario prompts designed by Jacky Shen (Chief Agile Coach, Scrum Alliance Certified CST) for Scrum agile teams, covering high-frequency work scenarios for both Scrum Masters and Product Owners.
How to Use
- Identify the scenario: Match the user's description to the most relevant scenario(s) in the table below
- Load the reference: Read
references/prompt-library.mdfor the full prompt template - Customize: Replace
[placeholders]with the user's specific details (team size, product name, data, etc.) - Add guidance: Alongside the prompt, share the best-practice usage tip for that scenario
Scenario Quick Reference
| # | Category | Scenario | Trigger Keywords |
|---|---|---|---|
| 1 | Agile General | Definition of Ready (DoR) Check | DoR, user story check, ready criteria, sprint gate |
| 2 | Agile General | Backlog Prioritization & Ordering | priority, ordering, sprint planning, release planning |
| 3 | Agile General | Risk Identification & Analysis | risk, impediment, blocker, retro data |
| 4 | Product Owner | Data Analysis & Insight Extraction | customer feedback, review analysis, sentiment, insight |
| 5 | Product Owner | Backlog Refinement & Estimation | refinement, story points, acceptance criteria, dependency |
| 6 | Product Owner | User Persona Creation | persona, user segment, target user, empathy |
| 7 | Product Owner | Customer Churn Prediction & Analysis | churn, retention, at-risk users, drop-off |
| 8 | Product Owner | Product Requirements Definition | requirements, PRD, gap analysis, needs list |
| 9 | Product Owner | Decision Support & Option Comparison | decision, trade-off, scenario simulation, risk matrix |
| 10 | Scrum Master | Retrospective Facilitation & Pattern Analysis | retrospective, retro, agenda, meeting notes, root cause, pattern |
| 11 | Scrum Master | Scenario Modeling & Hypothesis Testing | scenario modeling, hypothesis, constraint analysis, what-if |
Usage Standards
Prompt Structure (GRACE Framework)
All prompts follow this five-layer structure:
### GOAL ### → Core purpose and expected outcome
### ROLE ### → Expert identity, capabilities, and "Never Do" guardrails
### ACTION ### → Specific tasks with Do / Don't constraints
### CONTEXT ### → Business scenario, audience, relevant data
### EXPRESSION ### → Output structure, length limits, examples
Output Principles
- Deliver ready-to-use prompts: Output fully filled-in prompts the user can copy immediately
- Mark unfilled placeholders: Use
[TO FILL: description]for any missing user info - Include a usage tip: Note which Scrum ceremony or workflow context this prompt fits best
- Language: Default to the language the user is writing in
Full Prompt Library
See references/prompt-library.md for all 11 complete prompt templates.
How to navigate: Find the scenario number in the quick reference table above, then locate the matching section in the reference file.
Related skills
Generate a 1-on-1 brief from GitHub activity. Fully deterministic pipeline — 5 tool calls, zero sub-agent spawns.
17 installs
Create CompleteTech LLC agentic development proposals, statements of work, discovery recaps, pilot recommendations, evaluation plans, risk/control plans, imp...
11 installs
Comprehensive Product & Business skill covering product management, business analysis, marketing, sales, customer support, legal advisory, and technical support. Triggers when users ask about product strategy, business analysis, marketing content, sales automation, customer support, or legal documen
3 installs
PRD review stress-test simulator: 5 cross-functional roles challenge your requirements and outputs a scored HTML or Markdown survival report with radar chart...
32 installs2 stars
Use this skill whenever you want to visualize customer journeys, employee experiences, or service blueprints with stages, touchpoints, behaviors, emotions, pain points, and opportunities. Perfect for e-commerce promotions, B2B sales funnels, or any multi-stage experience mapping. Generates clean SVG