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Amplify a human author's draft to Scriba quality standards — add curriculum traceability, DUA adaptations, taxonomic annotations, and style corrections while preserving 100% of original content. Trigger on: amplificar borrador, amplify draft, mejorar borrador, enriquecer draft, version 1, draft humano, author draft, delegar version 1.
| name | amplify-draft |
| author | JM Labs |
| description | Amplify a human author's draft to Scriba quality standards — add curriculum traceability, DUA adaptations, taxonomic annotations, and style corrections while preserving 100% of original content. Trigger on: amplificar borrador, amplify draft, mejorar borrador, enriquecer draft, version 1, draft humano, author draft, delegar version 1. |
| allowed-tools | ["Read","Write","Edit","Glob","Grep","Bash"] |
The human author's voice is the soul of the content. Amplification enriches without replacing — every word the author wrote stays, enhanced with structure and traceability.
Take a human-written draft and elevate it to Scriba editorial standards by adding curriculum traceability (DZ tags), DUA adaptations, taxonomic annotations (Bloom/Marzano), style corrections, and missing structural sections — all while preserving 100% of the original content.
Read the human draft (file path or pasted content).
Analyze structure against Sinapsis unit model:
Traceability pass:
DUA pass:
Style pass:
Gap-filling pass:
Validation:
Present diff report:
| Name | Source | Required |
|---|---|---|
| Human draft | File or pasted text | Yes |
| Asignatura + grado | User input | Yes |
| Matriz A&S | Previous generation or manual | Recommended |
| Artifact | Format | Destination |
|---|---|---|
| Amplified draft | Markdown | units/ |
| Intervention changelog | Markdown | reports/ |
| Comprehensibility score | Console | User |
# Amplificacion — {Unit Title}
## Resumen de Intervenciones
| Tipo | Cantidad | Estado |
|------|----------|--------|
| Contenido original preservado | 100% | [ORIGINAL] |
| Secciones generadas | N | [GENERADO] |
| Tags DZ anadidos | N | [REF: DZ-xxx] |
| Adaptaciones DUA | N | [GENERADO] |
| Sugerencias de estilo | N | PENDIENTE aprobacion |
## Comprensibilidad
- Score: N%
- Perfil 1 (visual): N%
- Perfil 2 (kinestesico): N%
- Perfil 3 (TEA): N%
## Changelog Detallado
### Adiciones [GENERADO]
- Linea N: Seccion "Piensa y Reflexiona" generada
- Linea N: Adaptacion DUA para actividad 3
### Anotaciones
- Linea N: [REF: DZ-CN.3.1.1] anadido
- Linea N: Bloom nivel "Analizar" anotado
### Sugerencias de Estilo (pendiente aprobacion)
- Linea N: Oracion de 28 palabras — sugerir dividir
- Linea N: Vocabulario "fotosintesis" — verificar nivel grado
references/amplification-patterns.md — Amplification strategies and tagging conventionsAdd or improve DUA (Diseno Universal de Aprendizaje) adaptations in educational content to meet the 2+ adaptations per activity requirement across 3 principles. Trigger on: adaptaciones DUA, universal design, mejorar accesibilidad, inclusion educativa, necesidades especiales, add adaptations.
Audit cross-unit consistency for progressive complexity, terminological coherence, and sequential logic across multiple editorial units. Trigger on: auditoria consistencia, cross-unit audit, contradicciones terminologicas, progresion complejidad, coherencia editorial. Detects terminology contradictions, validates Bloom/Marzano progression curves, and classifies inconsistencies by severity. Essential for multi-unit textbook coherence and Gate G3 compliance.
Auto-calibrate Scriba session by detecting available documents, calculating priming level (COLD/WARM/HOT/DEEP), and restoring session state. Trigger on: calibrar, calibration, session state, detectar documentos, priming level, entorno, environment check.
Auto-generate RAG priming files from client documents (PDFs, HTMLs, Word files). Reads each document, extracts key knowledge, and creates structured priming files with evidence tags. Trigger on: priming, auto-prime, procesar documentos, generar RAG, extract knowledge, documentos del cliente.
Improve existing teacher guide by incorporating pedagogical review feedback, enhancing DUA adaptations, and updating rubrics. Trigger on: mejorar guia, evolucionar guia docente, actualizar DUA, enhance guide, update rubrics. Categorizes feedback into DUA/rubric/planning/methodology dimensions, applies changes preserving indicator coverage, enforces 2+ DUA adaptations per activity, and refines rubric descriptors. Prevents pedagogical regression during guide revision cycles.
Improve existing editorial unit by incorporating review feedback while preserving curriculum traceability and pedagogical structure. Trigger on: mejorar unidad, incorporar feedback, evolucionar contenido, revisar unidad, enhance unit. Categorizes feedback, applies corrections in priority order, tracks every change, and re-validates against acceptance criteria. Prevents traceability loss during revision cycles. Essential for iterative editorial quality improvement.
