Skill: Scaling Operations
SkillDev toolsUse when analyzing a service's scaling tier or when capacity optimizations are needed.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Skill: Scaling Operations skill
What this skill tells your AI
The instructions your AI receives, as published by gonzalezpazmonica/savia in .claude/skills/scaling-operations/SKILL.md and read by ahel’s review.
Prerequisito: @docs/rules/domain/scaling-patterns.md
Orquesta análisis de escala, benchmarking contra tier targets, recomendaciones de optimización, búsqueda transversal de conocimiento.
Flujo 1 — Analyze (analyze)
- Detectar tier actual: contar proyectos, personas, teams
- Calcular métricas de escala:
- Context per-project (KB)
- Parallel agents habituales
- Meeting time % capacidad
- Async vs sync communication ratio
- Mapear a tier (Small/Medium/Large)
- Output: current tier + métricas + gaps
Flujo 2 — Benchmark (benchmark)
- Cargar targets de tier actual
- Comparar métricas actuales vs targets
- Identificar discrepancias
- Generar scorecard: 0-100 por aspecto
- Output: benchmark table + recomendaciones
Flujo 3 — Recommend (recommend)
- Ejecutar analyze + benchmark internamente
- Priorizar optimizaciones (high-impact first)
- Estimar esfuerzo (story points)
- Output: action plan ordenado por ROI
Ejemplos:
- "Reducir context per-project usando fragments" (2 SP)
- "Implementar team worktrees" (5 SP)
- "Async-first transformation" (13 SP)
Flujo 4 — Knowledge Search (knowledge-search)
- Full-text search across:
- decision-log.md
- ADRs (architecture/)
- Specs (.spec.md)
- Rules (domain/)
- Agent memory
- Buscar por palabra clave
- Output: resultados + relevancia score
Errores
| Error | Acción |
|---|---|
| No hay metrics | Crear stub con ceros |
| Tier indeterminado | Sugerir Small por defecto |
| Knowledge search vacío | Mostrar "sin resultados" |
Seguridad
- Búsqueda de conocimiento es interna (no exportar)
- Recommendations pueden ser compartidas (son públicas)
Signals
- GitHub stars
- 50
- Forks
- 12
- Last commit
- Sep 2026
ahel recommends instead
Advanced
- Catalog kind
- skill
- Gateway key
scaling-operations-gonzalezpazmonica- Source
- github.com/gonzalezpazmonica/savia