Agent skill

faion-mlp-planning

Transform MVP to MLP (Most Lovable Product). Gap analysis, WOW moments. Triggers: mlp, lovable product.

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Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/faion-mlp-planning

SKILL.md

MLP Planning Skill

Communication: User's language. Docs: English.

What is MLP?

Most Lovable Product — version users LOVE, not just tolerate.

MVP MLP
"It works" "This is amazing!"
Validate idea Build emotional connection

Agents

Agent Purpose
faion-mvp-scope-analyzer-agent MVP scope via competitor analysis
faion-mlp-spec-analyzer-agent Extract current MVP state from specs
faion-mlp-gap-finder-agent Compare MVP vs MLP, find gaps
faion-mlp-spec-updater-agent Add MLP requirements to specs
faion-mlp-feature-proposer-agent Propose WOW features (web research)
faion-mlp-impl-planner-agent Create phased implementation plan

Workflow

1. Analyze MVP scope (competitors)
2. Extract current state from specs
3. Find MLP gaps
4. Propose WOW features
5. Update specs with MLP reqs
6. Create implementation order

Execution

python
# Sequential agent execution
Task(subagent_type="faion-mvp-scope-analyzer-agent",
     prompt=f"Analyze {product_type} competitors for MVP scope")

Task(subagent_type="faion-mlp-spec-analyzer-agent",
     prompt=f"Read specs in {features_path}")

Task(subagent_type="faion-mlp-gap-finder-agent",
     prompt=f"Compare MVP vs MLP requirements")

Task(subagent_type="faion-mlp-feature-proposer-agent",
     prompt=f"Propose WOW features for {product}")

Task(subagent_type="faion-mlp-spec-updater-agent",
     prompt=f"Update specs with MLP requirements")

Task(subagent_type="faion-mlp-impl-planner-agent",
     prompt=f"Create MLP implementation phases")

Output

product_docs/
├── mvp-scope-analysis.md
├── mlp-analysis-report.md
└── mlp-implementation-order.md

MLP Dimensions

  • Delight: Micro-interactions, animations, polish
  • Ease: Intuitive UX, zero friction
  • Speed: Instant feedback, fast performance
  • Trust: Security signals, reliability
  • Personality: Brand voice, memorable moments

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