> ## Documentation Index > Fetch the complete documentation index at: https://docs.fiftyknots.com/docs/llms.txt > Use this file to discover all available pages before exploring further. # Hybrid Enhancement for FSD/TSD Generation > Every Functional Solution Design (FSD) and Technical Solution Design (TSD) you receive goes through automated quality validation before it reaches you # Hybrid Enhancement for FSD/TSD Generation ### 1. Overview Every Functional Solution Design (FSD) and Technical Solution Design (TSD) you receive goes through automated quality validation before it reaches you. The system checks five critical dimensions - from architecture consistency to implementation clarity - and refines the document until it meets platform standards. You get implementation-ready designs backed by quality certificates that show exactly how the system validated and improved your specifications. ### 2. Step-by-Step Guide 1. **Submit your requirements** - After your Business Requirements Specification (BRS), Functional Requirements Specification (FRS), or Technical Requirements Specification (TRS) completes, the system automatically generates your FSD or TSD. You don't trigger this manually. 2. **Automatic validation runs** - Within 90 seconds, the system validates your design document across five dimensions: architecture consistency, requirement traceability, implementation feasibility, design completeness, and clarity. You can monitor this on the Pipeline Dashboard (/pipelinedashboard) or Journey Dashboard (/journeydashboard). 3. **Review the quality certificate** - Once validation completes, view your quality certificate on the Spec Review page (/specreview). The certificate shows your overall grade (A through F), dimension-by-dimension scores, and any refinement iterations the system performed. 4. **Check traceability** - Every component in your FSD links back to specific FRS requirements. Every TSD component traces to its FSD source. Use the PRD Traceability page (/prdtraceability) to verify these connections. 5. **Review refinement details** - If the system refined your document through multiple iterations, the certificate's audit trail shows what changed. Each iteration documents specific findings and fixes applied. 6. **Proceed with confidence** - Documents scoring 80% or higher pass automatically. Lower scores trigger up to three refinement loops. If issues remain after refinement, the system flags them for human review and documents limitations in your certificate. ### 3. Common Questions **What happens if my source requirements have quality issues?**\ The system validates your FSD/TSD regardless of source quality, but the certificate documents any upstream quality concerns. You'll see warnings about source document limitations so you understand the constraints the system worked within. **How do I know if my design is implementation-ready?**\ Check your quality certificate grade. A-grade designs ship directly to expert matching. B and C grades are usable but may need clarification. D and F grades get flagged for human review before proceeding. The certificate specifies any feasibility risks the system detected. **Can I see what the system changed during refinement?**\ Yes. Your quality certificate includes a complete audit trail showing each refinement iteration - what problems were found, what fixes were applied, and how scores improved. You can compare versions on the PRD Version History page (/prdversionhistory). **What if the system can't improve my document after three tries?**\ The system saves the best version achieved and generates a certificate documenting the limitations. A Human Sherpa reviews flagged documents and works with you to resolve remaining issues. You'll see escalation status on your Sherpa Dashboard (/sherpadashboard). **How does this affect my project timeline?**\ Hybrid enhancement runs within the existing 90-second pipeline window, so there's no added delay. You get higher-quality designs without waiting longer. The system's parallel validation means your project moves faster because downstream work starts from better specifications. ### 4. Troubleshooting **Certificate shows timeout warning**\ If validation couldn't complete within 90 seconds, the system saved the best version achieved and noted the timeout in your certificate. The design is still usable - check the grade and dimension scores. If critical dimensions scored low, request a Human Sherpa review through the Sherpa Dashboard (/sherpadashboard). **Missing requirement traceability**\ If the certificate flags components without source requirement links, those design elements lack documented justification. Review your FRS or BRS to confirm those requirements exist, then use the Spec Review page (/specreview) to request remediation. The system will attempt to link requirements or mark elements for removal. **Low feasibility or security scores**\ Scores below 60% in feasibility or security dimensions indicate potential implementation risks. The certificate details specific concerns - review these on the Confidence Report page (/confidencereport/confidencereport). Consider requesting a technical review through the Expert Story Profiling Wizard (/expertstoryprofilingwizard) before proceeding. **Conflicting requirements detected**\ When source specifications contain contradictions, the certificate documents them under validation findings. The system attempts resolution during refinement, but persistent conflicts require human decision. Use the Planning Review workflow (/sherpaplanningreview) to work with your Sherpa on resolution. ### 5. Related Features **BRS Hybrid Enhancement** - Your Business Requirements Specification goes through similar validation before FSD generation. Understanding BRS quality scores helps you improve upstream inputs. Check the Brief Review page (/briefreview) to see how requirements quality affects design outcomes. **Planning Review Workflow** - After your FSD/TSD passes validation, both you and your Human Sherpa review the design for approval. The Planning Review page (/sherpaplanningreview) shows how quality certificates inform the human review process and what happens when changes are needed. **Quality Certification** - All specification documents in your project receive quality certificates. The Analytics Dashboard (/analyticsdashboard) aggregates quality metrics across your entire venture pipeline so you can track specification quality trends and identify bottlenecks early.