# Kinemotion 6-Month Strategic Roadmap

## Master Index & Navigation Guide

Date: November 17, 2025 | Status: Ready for Implementation | Confidence: HIGH (7/7 agents reviewed)

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## 🚀 Quick Start (Choose Your Path)

### 👔 For Executives & Decision-Makers (10 min)

1. **Start here:** [1-STRATEGIC_SUMMARY.md](./1-STRATEGIC_SUMMARY.md) - 5-minute overview
1. **Then read:** [CONSOLIDATED/01-agent-consensus.md](./agent-assessments/CONSOLIDATED/01-agent-consensus.md) - What all experts agreed on
1. **Then decide:** [CONSOLIDATED/04-decision-points.md](./agent-assessments/CONSOLIDATED/04-decision-points.md) - 3 critical decisions needed this week

### 🏗️ For Architects & Technical Leadership (45 min)

1. **Start here:** [2-STRATEGIC_ANALYSIS.md](./2-STRATEGIC_ANALYSIS.md) - Full strategic analysis
1. **Review:** [CONSOLIDATED/02-critical-findings.md](./agent-assessments/CONSOLIDATED/02-critical-findings.md) - Top risks and gaps
1. **Deep dive:** Select agent assessments below by area
1. **Action:** [CONSOLIDATED/05-next-steps.md](./agent-assessments/CONSOLIDATED/05-next-steps.md) - This week's actions

### 👨‍💻 For Development Teams (1-2 hours)

1. **Start here:** [CONSOLIDATED/03-roadmap-adjustments.md](./agent-assessments/CONSOLIDATED/03-roadmap-adjustments.md) - What's changing from original plan
1. **Your role:** Find your expert agent folder below
1. **Action:** Read 01-executive-summary.md + 03-reference/checklist for your domain
1. **Timeline:** [CONSOLIDATED/timeline-roadmap.md](./agent-assessments/CONSOLIDATED/timeline-roadmap.md) - When each task starts

### 📊 For Risk Management (30 min)

1. **Risk analysis:** [CONSOLIDATED/risk-register.md](./agent-assessments/CONSOLIDATED/risk-register.md) - All risks ranked by probability × impact
1. **Mitigation strategies:** Each agent assessment includes risk section
1. **Timeline:** [CONSOLIDATED/timeline-roadmap.md](./agent-assessments/CONSOLIDATED/timeline-roadmap.md) - When risks surface

### 🎯 For Resource Planning (20 min)

1. **Resource needs:** [CONSOLIDATED/04-decision-points.md](./agent-assessments/CONSOLIDATED/04-decision-points.md) - Who's needed when
1. **Dependencies:** [CONSOLIDATED/decision-matrix.md](./agent-assessments/CONSOLIDATED/decision-matrix.md) - Task dependencies
1. **Bottlenecks:** Look for 🔴 RED items in agent assessments

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## 📚 Strategic Documents

| Document                                             | Length | Purpose            | Audience             |
| ---------------------------------------------------- | ------ | ------------------ | -------------------- |
| [1-STRATEGIC_SUMMARY.md](./1-STRATEGIC_SUMMARY.md)   | 6 KB   | Executive overview | Executives, Sponsors |
| [2-STRATEGIC_ANALYSIS.md](./2-STRATEGIC_ANALYSIS.md) | 47 KB  | Detailed analysis  | Tech Leadership, PMs |

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## 🔬 Agent Expert Assessments

### By Expert Area

#### 🧬 [Biomechanics Specialist](./agent-assessments/BIOMECHANICS/)

**Focus:** Jump metrics validation, running analysis, credibility

- [01-executive-summary.md](./agent-assessments/BIOMECHANICS/01-executive-summary.md) - Key findings (8KB)
- [02-technical-assessment.md](./agent-assessments/BIOMECHANICS/02-technical-assessment.md) - Deep dive (33KB)
- [03-reference-guide.md](./agent-assessments/BIOMECHANICS/03-reference-guide.md) - Developer reference (14KB)
- [README.md](./agent-assessments/BIOMECHANICS/README.md) - Navigation

**Verdict:** ✅ APPROVE WITH MODIFICATIONS | Risk: MEDIUM | Confidence: HIGH

**Critical Finding:** Running GCT achieves only ±30-50ms (recreational scope, not elite)

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#### 🎥 [Computer Vision Engineer](./agent-assessments/COMPUTER_VISION/)

**Focus:** Real-time latency, multi-person detection, running gait

- [01-executive-summary.md](./agent-assessments/COMPUTER_VISION/01-executive-summary.md) - Key findings
- [02-real-time-architecture.md](./agent-assessments/COMPUTER_VISION/02-real-time-architecture.md) - Architecture analysis (1000+ lines)
- [03-implementation-checklist.md](./agent-assessments/COMPUTER_VISION/03-implementation-checklist.md) - Week-by-week guide
- [README.md](./agent-assessments/COMPUTER_VISION/README.md) - Navigation

**Verdict:** ⚠️ APPROVE WITH REVISIONS | Risk: HIGH | Confidence: MEDIUM

**Critical Finding:** \<200ms latency requires HYBRID architecture (client-side TensorFlow.js + server fallback), not pure server-side

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#### 🏗️ [Python Backend Developer](./agent-assessments/BACKEND_ARCHITECTURE/)

**Focus:** API design, refactoring, scalability, tech debt

- [01-executive-summary.md](./agent-assessments/BACKEND_ARCHITECTURE/01-executive-summary.md) - Architecture verdict
- [02-technical-assessment.md](./agent-assessments/BACKEND_ARCHITECTURE/02-technical-assessment.md) - Full analysis (470 lines)
- [03-refactoring-roadmap.md](./agent-assessments/BACKEND_ARCHITECTURE/03-refactoring-roadmap.md) - Critical refactoring sprint
- [README.md](./agent-assessments/BACKEND_ARCHITECTURE/README.md) - Navigation

**Verdict:** ⚠️ APPROVE WITH REFACTORING | Risk: MEDIUM | Confidence: HIGH

**Critical Finding:** 🔴 MUST refactor before Task 3 starts (5-6 day sprint) to extract abstractions

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#### ✅ [QA/Test Engineer](./agent-assessments/QA_TESTING/)

**Focus:** Test coverage, real-time testing, running validation

- [01-executive-summary.md](./agent-assessments/QA_TESTING/01-executive-summary.md) - QA verdict
- [02-roadmap-assessment.md](./agent-assessments/QA_TESTING/02-roadmap-assessment.md) - Detailed assessment (70KB)
- [03-testing-checklists.md](./agent-assessments/QA_TESTING/03-testing-checklists.md) - Actionable checklists
- [README.md](./agent-assessments/QA_TESTING/README.md) - Navigation

**Verdict:** ✅ APPROVE - FEASIBLE | Risk: LOW | Confidence: HIGH

**Critical Finding:** Week 1 latency baseline profiling is go/no-go decision point for \<200ms target

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#### 📖 [Technical Writer](./agent-assessments/TECHNICAL_WRITING/)

**Focus:** API documentation, developer experience, ecosystem

- [01-executive-summary.md](./agent-assessments/TECHNICAL_WRITING/01-executive-summary.md) - Documentation strategy
- [02-documentation-strategy.md](./agent-assessments/TECHNICAL_WRITING/02-documentation-strategy.md) - Full strategy (5,378 words)
- [03-action-plan.md](./agent-assessments/TECHNICAL_WRITING/03-action-plan.md) - Week-by-week plan (2,392 words)
- [README.md](./agent-assessments/TECHNICAL_WRITING/README.md) - Navigation

**Verdict:** ✅ APPROVE - CRITICAL FOR ADOPTION | Risk: LOW | Confidence: HIGH

**Critical Finding:** Documentation drives 30%+ developer adoption; Task 5 essential for partnerships

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#### 🤖 [ML/Data Scientist](./agent-assessments/ML_DATA_SCIENCE/)

**Focus:** Parameter tuning, validation strategy, benchmarking

- [01-executive-summary.md](./agent-assessments/ML_DATA_SCIENCE/01-executive-summary.md) - ML assessment (Grade: 7/10)
- [02-technical-assessment.md](./agent-assessments/ML_DATA_SCIENCE/02-technical-assessment.md) - Deep analysis (50+ pages)
- [03-parameter-specifications.md](./agent-assessments/ML_DATA_SCIENCE/03-parameter-specifications.md) - Running parameters (40+ pages)
- [README.md](./agent-assessments/ML_DATA_SCIENCE/README.md) - Navigation

**Verdict:** ⚠️ APPROVE WITH TIMELINE EXTENSION | Risk: HIGH | Confidence: MEDIUM

**Critical Finding:** 🔴 Running parameters NOT defined yet; execution gaps could undermine credibility

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#### 🔧 [DevOps/CI-CD Engineer](./agent-assessments/DEVOPS_CI_CD/)

**Focus:** Infrastructure, deployment, monitoring, scaling

- [01-executive-summary.md](./agent-assessments/DEVOPS_CI_CD/01-executive-summary.md) - Infrastructure readiness
- [02-infrastructure-assessment.md](./agent-assessments/DEVOPS_CI_CD/02-infrastructure-assessment.md) - Full roadmap (47KB)
- [03-implementation-roadmap.md](./agent-assessments/DEVOPS_CI_CD/03-implementation-roadmap.md) - Week-by-week (27KB)
- [README.md](./agent-assessments/DEVOPS_CI_CD/README.md) - Navigation

**Verdict:** ⚠️ APPROVE WITH INFRASTRUCTURE INVESTMENT | Risk: MEDIUM | Confidence: HIGH

**Critical Finding:** 🔴 Current infrastructure 3/10 for platform needs; must complete by Week 3

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## 🎯 Consolidated Findings

**Read these for cross-agent insights:**

| Document                                                                                | Length | Contains                                               |
| --------------------------------------------------------------------------------------- | ------ | ------------------------------------------------------ |
| [01-agent-consensus.md](./agent-assessments/CONSOLIDATED/01-agent-consensus.md)         | 5 KB   | All agents' verdicts, confidence levels, risk rankings |
| [02-critical-findings.md](./agent-assessments/CONSOLIDATED/02-critical-findings.md)     | 8 KB   | Top 10 risks, gaps, blocked items                      |
| [03-roadmap-adjustments.md](./agent-assessments/CONSOLIDATED/03-roadmap-adjustments.md) | 10 KB  | Changes to original 5 tasks                            |
| [04-decision-points.md](./agent-assessments/CONSOLIDATED/04-decision-points.md)         | 6 KB   | 3 critical decisions needed THIS WEEK                  |
| [decision-matrix.md](./agent-assessments/CONSOLIDATED/decision-matrix.md)               | 8 KB   | Task dependencies, blockers, decision trees            |
| [risk-register.md](./agent-assessments/CONSOLIDATED/risk-register.md)                   | 12 KB  | All risks ranked by probability × impact               |
| [timeline-roadmap.md](./agent-assessments/CONSOLIDATED/timeline-roadmap.md)             | 10 KB  | Sprint-by-sprint breakdown, timeline visualization     |

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## 🔥 CRITICAL PATH (This Week)

### ✅ This Week - MUST DO

**By Friday:**

1. [ ] Stakeholder review of [1-STRATEGIC_SUMMARY.md](./1-STRATEGIC_SUMMARY.md)
1. [ ] Leadership decision on [04-decision-points.md](./agent-assessments/CONSOLIDATED/04-decision-points.md)
1. [ ] Assign Task 1 owner (ankle fix - 2-3 days)
1. [ ] Assign Task 5 owner (API docs - 2 weeks)
1. [ ] Secure DevOps engineer (60% FTE, 6 weeks)

**Rationale:** Tasks 1 & 5 have no blockers; infrastructure decisions gate Task 3

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## 📊 Quick Stats

| Metric                | Value                           | Status             |
| --------------------- | ------------------------------- | ------------------ |
| Strategic coherence   | 7/7 agents agreed               | ✅ STRONG          |
| Technical feasibility | 90% rated achievable            | ✅ FEASIBLE        |
| Resource gaps         | 3 critical (DevOps, ML, CV)     | ⚠️ MODERATE        |
| Risk level            | 5 CRITICAL + 8 MEDIUM           | ⚠️ MANAGEABLE      |
| Timeline confidence   | 70% (6 weeks) to 85% (10 weeks) | ⚠️ NEEDS EXTENSION |
| Code quality impact   | 2.96% → 2.5% duplication        | ✅ IMPROVE         |
| Expected ROI          | Tasks: 2.0-9.0                  | ✅ STRONG          |

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## 🎓 How to Navigate

### By Role

- **Executive / PM:** Strategic Summary → Consensus → Decision Points → Risk Register
- **Architect:** Strategic Analysis → Agent assessments → Decision Matrix → Risk Register
- **Backend Dev:** Backend Architecture → Refactoring Roadmap → ML Parameters
- **CV/ML Engineer:** Your agent folder (01 → 02 → 03)
- **QA Engineer:** QA Testing → Checklists → Timeline

### By Question

- **"What needs to happen first?"** → [timeline-roadmap.md](./agent-assessments/CONSOLIDATED/timeline-roadmap.md)
- **"What are the risks?"** → [risk-register.md](./agent-assessments/CONSOLIDATED/risk-register.md)
- **"What do I need to know?"** → Agent assessment 01-executive-summary
- **"How do I implement it?"** → Agent assessment 03-reference/checklist
- **"What decisions do we need?"** → [04-decision-points.md](./agent-assessments/CONSOLIDATED/04-decision-points.md)

### By Topic

- **Real-Time:** CV Engineering (02) + QA Testing (03) + DevOps (03)
- **Running Gait:** Biomechanics (02) + ML (03) + Backend (03)
- **APIs & Integration:** Technical Writing (02) + Backend (02)
- **Quality & Testing:** QA Testing (01-03) + ML (02)
- **Infrastructure:** DevOps (01-03) + Backend (03)

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## 📈 Success Metrics (6 Months)

By month 6, Kinemotion will have:

✅ **Accuracy:** Fixed ankle calculation, validated against research
✅ **Scope:** 3+ sports (Drop Jump, CMJ, Running, +1-2 optional)
✅ **Capability:** Real-time web analysis, \<200ms latency
✅ **Ecosystem:** Public APIs, SDKs, 3+ integration examples
✅ **Distribution:** Partnership agreements negotiated
✅ **Positioning:** "Accurate, extensible, developer-friendly platform"

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## 📞 Questions?

- **Strategic direction unclear?** → Read [2-STRATEGIC_ANALYSIS.md](./2-STRATEGIC_ANALYSIS.md)
- **What's actually changing?** → Read [03-roadmap-adjustments.md](./agent-assessments/CONSOLIDATED/03-roadmap-adjustments.md)
- **What could go wrong?** → Read [risk-register.md](./agent-assessments/CONSOLIDATED/risk-register.md)
- **Need a deep dive?** → Find your expert agent folder
- **Ready to execute?** → Read [05-next-steps.md](./agent-assessments/CONSOLIDATED/05-next-steps.md)

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**Last Updated:** November 17, 2025
**Version:** 1.0 - Ready for Implementation
**Next Review:** Weekly during execution, monthly thereafter
