Skill: Scaling Operations

SkillDev tools

Use when analyzing a service's scaling tier or when capacity optimizations are needed.

Available today. Use it from your connected AI after setup.

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/pm-workspace 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)

  1. Detectar tier actual: contar proyectos, personas, teams
  2. Calcular métricas de escala:
    • Context per-project (KB)
    • Parallel agents habituales
    • Meeting time % capacidad
    • Async vs sync communication ratio
  3. Mapear a tier (Small/Medium/Large)
  4. Output: current tier + métricas + gaps

Flujo 2 — Benchmark (benchmark)

  1. Cargar targets de tier actual
  2. Comparar métricas actuales vs targets
  3. Identificar discrepancias
  4. Generar scorecard: 0-100 por aspecto
  5. Output: benchmark table + recomendaciones

Flujo 3 — Recommend (recommend)

  1. Ejecutar analyze + benchmark internamente
  2. Priorizar optimizaciones (high-impact first)
  3. Estimar esfuerzo (story points)
  4. 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)

  1. Full-text search across:
    • decision-log.md
    • ADRs (architecture/)
    • Specs (.spec.md)
    • Rules (domain/)
    • Agent memory
  2. Buscar por palabra clave
  3. Output: resultados + relevancia score

Errores

ErrorAcción
No hay metricsCrear stub con ceros
Tier indeterminadoSugerir Small por defecto
Knowledge search vacíoMostrar "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
Advanced
Catalog kind
skill
Gateway key
scaling-operations
Source
github.com/gonzalezpazmonica/pm-workspace