What problem does it solve? Producing consistent, verifiable instructional and training documents from short briefs is slow and error-prone, especially when every factual claim must be traceable and comply with strict accuracy rules. This Skill turns a concise brief into a fully structured instructional document with enforced schema and compliance checks. ## Core Features & Use Cases - Brief-to-Document Generation: Parses a requirements brief and produces a structured YAML instructional document with overview, prerequisites, step-by-step procedures, quality checkpoints, troubleshooting, and appendices. - Schema Validation: Ships a Python validator (scripts/validate_output.py) that checks required fields, procedure structure, quality checkpoints, and accuracy compliance statements. - Accuracy & Anti-Fabrication Enforcement: Embeds 9 accuracy rules (ACC-001 to ACC-009) and 6 anti-fabrication rules (AFR-001 to AFR-006) so every factual claim is traceable and regulatory citations are precise. - Use Case: A training team needs a CommCare data entry procedure document; provide the brief and audience profile, and receive a validated YAML document with numbered steps, verification checkpoints, and troubleshooting guidance. ## Quick Start Generate a TT-01 instructional document from my brief on training field staff for mobile data entry, then validate the output with the included script.