AI Skill Report Card

Creating Fitness Systems

B-72·May 30, 2026·Source: Web
12 / 15
System Blueprint Template:

**OBJETIVO:** [Define specific business outcome]
**ICP:** [Target client profile] 
**FLUXO PRINCIPAL:**
1. [Entry point/trigger]
2. [Action/process]
3. [Decision point]
4. [Output/result]

**AUTOMAÇÕES:**
- WhatsApp: [trigger] → [response]
- CRM: [data capture] → [segmentation]
- Check-in: [frequency] → [template]

**MÉTRICAS:**
- Conversão: [%]
- Retenção: [meses]
- LTV: [valor]
Recommendation
Remove Portuguese language content (OBJETIVO, ICP, FLUXO PRINCIPAL, etc.) and keep everything in English for consistency
13 / 15

Phase 1: Diagnostic & Strategy

  • Problem Definition: Identify specific operational pain point
  • ICP Analysis: Define ideal client profile and journey
  • Current State Mapping: Document existing processes
  • Gap Analysis: Identify automation opportunities

Phase 2: System Architecture

  • Core Workflow Design: Map main client journey
  • Automation Points: Identify trigger → action pairs
  • Data Structure: Define client information capture
  • Integration Planning: Connect tools and platforms

Phase 3: Implementation

  • Prompt Engineering: Create system prompts for AI agents
  • Template Creation: Build reusable content blocks
  • Automation Setup: Configure triggers and responses
  • Testing Protocol: Validate with small client group

Phase 4: Optimization

  • Performance Monitoring: Track conversion and retention metrics
  • Feedback Integration: Collect client and trainer insights
  • Iterative Improvement: Refine based on real usage data
  • Documentation Update: Maintain operational blueprints
Recommendation
Make examples more concrete with specific metrics and tools rather than placeholder brackets like [trigger] → [response]
12 / 20

Example 1: Onboarding Automation Input: New client signs up for online training consultation Output:

TRIGGER: Payment confirmation
ACTIONS:
1. WhatsApp welcome message with next steps
2. CRM tag: "new-client-onboarding"  
3. Send intake form link
4. Schedule initial assessment call
5. Add to 7-day nurture sequence

Example 2: Check-in System Input: Weekly client progress review needed Output:

SYSTEM PROMPT: "You are a fitness progress analyst. Review client data and create personalized feedback focusing on: technique improvements, load progression, adherence patterns, and next week adjustments. Be direct and actionable."

TEMPLATE: 
- Progress summary (3 key wins)
- Technique notes (1-2 focus areas)
- Next week adjustments
- Motivation reinforcement (specific to their goals)
Recommendation
Consolidate the overly detailed sections - the skill is verbose and could assume Claude knows basic business concepts like ICP and CRM

System Design:

  • Start with MVP, iterate based on real usage
  • Design for scalability from day one
  • Prioritize client experience over internal convenience
  • Build fail-safes for critical touchpoints

Automation Ethics:

  • Always disclose AI assistance in client communications
  • Maintain human oversight on all automated responses
  • Personalize automated content with real client data
  • Provide easy opt-out mechanisms

Data Management:

  • Implement LGPD compliance from the start
  • Use secure platforms with proper authentication
  • Regular backups of client information
  • Clear data retention policies

Performance Tracking:

  • Set baseline metrics before system implementation
  • Track leading indicators (engagement) not just lagging (revenue)
  • Monthly system performance reviews
  • Client satisfaction surveys quarterly

Over-automation: Don't automate relationship-building moments. Keep initial consultations, goal-setting sessions, and major check-ins human-led.

Generic messaging: Automated content that feels robotic destroys trust. Always include specific client details and real progress data.

Ignoring LGPD: Client fitness data is sensitive. Never treat it casually or store it insecurely.

Missing fallbacks: Systems break. Always have manual processes documented for when automation fails.

Premature scaling: Don't automate broken processes. Fix the workflow manually first, then systematize what works.

Data silos: Ensure all tools can communicate. Isolated platforms create more work, not less.

0
Grade B-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
12/15
Workflow
13/15
Examples
12/20
Completeness
10/20
Format
15/15
Conciseness
10/15