Dbr scheduler

Skill a5c-ai/babysitter/library/specializations/domains/business/operations/skills/dbr-scheduler

Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

Install

npx -y skills add a5c-ai/babysitter --skill dbr-scheduler

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

What its author says it does

Copied from the file, not written here

Drum-Buffer-Rope scheduling skill for constraint-based production pacing with buffer management

SKILL.md

3.1 KB, 608 tokens by cl100k_base, as published. Nobody here has run it

DBR Scheduler

Overview

The DBR (Drum-Buffer-Rope) Scheduler skill provides comprehensive capabilities for implementing constraint-based production scheduling. It supports drum schedule generation, buffer management, and rope release scheduling to maximize throughput while minimizing WIP.

Capabilities

Drum schedule generation
Time buffer calculation
Shipping buffer management
Constraint buffer monitoring
Rope release scheduling
Buffer penetration tracking
Schedule synchronization

Used By Processes

TOC-002: Drum-Buffer-Rope Scheduling
CAP-002: Production Scheduling Optimization
TOC-001: Constraint Identification and Exploitation

Tools and Libraries

Production scheduling systems
ERP integration APIs
Buffer management tools
Real-time monitoring platforms

Usage

skill: dbr-scheduler
inputs:
  constraint_resource: "CNC Machine 3"
  constraint_capacity: 8  # hours per day
  orders:
    - order_id: "ORD001"
      quantity: 100
      due_date: "2026-02-15"
      constraint_time: 2.5  # hours
    - order_id: "ORD002"
      quantity: 50
      due_date: "2026-02-10"
      constraint_time: 1.5
  buffer_times:
    constraint_buffer: 2  # days
    shipping_buffer: 1    # day
    assembly_buffer: 0.5  # days
outputs:
  - drum_schedule
  - rope_release_schedule
  - buffer_status
  - order_priorities
  - shipping_dates

DBR Components

Drum

The schedule for the constraint resource
Sets the pace for entire system
Based on customer due dates and constraint capacity

Buffer

Time protection before constraint (constraint buffer)
Time protection before shipping (shipping buffer)
Measured in time, not inventory

Rope

Release signal for raw materials
Timed to constraint buffer length
Prevents excess WIP release

Buffer Management

Buffer Penetration	Zone	Action
0-33%	Green	Normal operation
34-66%	Yellow	Monitor closely
67-100%	Red	Expedite immediately

Buffer Sizing Guidelines

Constraint Buffer = Production Lead Time x Safety Factor

Where:
- Production Lead Time = Time from release to constraint
- Safety Factor = 1.0-2.0 based on variability

Schedule Synchronization

Schedule constraint (drum)
Calculate release dates (rope)
Set buffer monitoring points
Communicate shipping commitments
Monitor buffer penetration

Integration Points

ERP/MRP systems
Manufacturing Execution Systems
Order management systems
Real-time shop floor data