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Jackyshen Agile Coach

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Jacky 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

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**.

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

  1. Identify the scenario: Match the user's description to the most relevant scenario(s) in the table below
  2. Load the reference: Read references/prompt-library.md for the full prompt template
  3. Customize: Replace [placeholders] with the user's specific details (team size, product name, data, etc.)
  4. Add guidance: Alongside the prompt, share the best-practice usage tip for that scenario

Scenario Quick Reference

#CategoryScenarioTrigger Keywords
1Agile GeneralDefinition of Ready (DoR) CheckDoR, user story check, ready criteria, sprint gate
2Agile GeneralBacklog Prioritization & Orderingpriority, ordering, sprint planning, release planning
3Agile GeneralRisk Identification & Analysisrisk, impediment, blocker, retro data
4Product OwnerData Analysis & Insight Extractioncustomer feedback, review analysis, sentiment, insight
5Product OwnerBacklog Refinement & Estimationrefinement, story points, acceptance criteria, dependency
6Product OwnerUser Persona Creationpersona, user segment, target user, empathy
7Product OwnerCustomer Churn Prediction & Analysischurn, retention, at-risk users, drop-off
8Product OwnerProduct Requirements Definitionrequirements, PRD, gap analysis, needs list
9Product OwnerDecision Support & Option Comparisondecision, trade-off, scenario simulation, risk matrix
10Scrum MasterRetrospective Facilitation & Pattern Analysisretrospective, retro, agenda, meeting notes, root cause, pattern
11Scrum MasterScenario Modeling & Hypothesis Testingscenario 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.

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