sop-facilitator

Sales and Operations Planning process facilitation skill with demand-supply balancing and cross-functional alignment

509 stars

Best use case

sop-facilitator is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Sales and Operations Planning process facilitation skill with demand-supply balancing and cross-functional alignment

Teams using sop-facilitator should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/sop-facilitator/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/domains/business/operations/skills/sop-facilitator/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/sop-facilitator/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How sop-facilitator Compares

Feature / Agentsop-facilitatorStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Sales and Operations Planning process facilitation skill with demand-supply balancing and cross-functional alignment

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# S&OP Facilitator

## Overview

The S&OP Facilitator skill provides comprehensive capabilities for facilitating the Sales and Operations Planning process. It supports demand-supply balancing, cross-functional alignment, scenario planning, and executive decision support.

## Capabilities

- Demand plan aggregation
- Supply plan development
- Gap reconciliation
- Executive S&OP meeting facilitation
- Scenario planning
- Financial impact analysis
- Consensus forecasting
- Performance tracking

## Used By Processes

- CAP-003: Sales and Operations Planning
- CAP-001: Capacity Requirements Planning
- CAP-004: Demand Forecasting and Analysis

## Tools and Libraries

- S&OP platforms (Kinaxis, o9)
- Collaboration tools
- BI dashboards
- Scenario modeling tools

## Usage

```yaml
skill: sop-facilitator
inputs:
  planning_cycle: "monthly"
  planning_horizon: 18  # months
  demand_input:
    - source: "sales_forecast"
      volume: 50000
      revenue: 5000000
    - source: "marketing_pipeline"
      volume: 10000
      revenue: 1200000
  supply_input:
    - resource: "Plant A"
      capacity: 45000
    - resource: "Plant B"
      capacity: 30000
  constraints:
    - type: "labor"
      limit: "10% overtime max"
    - type: "material"
      limit: "Supplier X at capacity"
outputs:
  - demand_plan
  - supply_plan
  - gap_analysis
  - scenarios
  - executive_summary
  - action_items
```

## S&OP Process Steps

### Step 1: Data Gathering
- Collect demand forecasts
- Update supply capabilities
- Gather inventory positions
- Review financial targets

### Step 2: Demand Review
- Review statistical forecast
- Incorporate sales input
- Adjust for marketing events
- Finalize demand plan

### Step 3: Supply Review
- Assess capacity availability
- Identify constraints
- Develop supply options
- Create supply plan

### Step 4: Pre-S&OP Meeting
- Reconcile demand and supply
- Develop scenarios
- Analyze financial impact
- Prepare recommendations

### Step 5: Executive S&OP
- Present gaps and options
- Make decisions
- Assign accountability
- Communicate plan

## Key Metrics

| Metric | Definition | Target |
|--------|------------|--------|
| Forecast Accuracy | MAPE of demand forecast | < 20% |
| Plan Attainment | Actual vs. plan | > 95% |
| Inventory Health | Weeks of supply | Target +/- 10% |
| On-Time Delivery | Customer OTIF | > 98% |

## Scenario Analysis Framework

| Scenario | Description | Likelihood | Impact |
|----------|-------------|------------|--------|
| Base | Most likely outcome | High | Medium |
| Upside | Best case | Low | Positive |
| Downside | Worst case | Low | Negative |
| Stretch | Aspirational | Medium | Positive |

## Integration Points

- ERP systems
- CRM systems
- Financial planning
- Demand planning systems

Related Skills

hazop-facilitator

509
from a5c-ai/babysitter

HAZOP study facilitation skill for systematic deviation analysis and safeguard identification

design-review-facilitator

509
from a5c-ai/babysitter

Design review planning and execution skill for structured design phase gate reviews per 21 CFR 820.30

retrospective-facilitator

509
from a5c-ai/babysitter

Generate retrospective formats and analyze improvement actions

kaizen-event-facilitator

509
from a5c-ai/babysitter

Rapid improvement workshop planning and execution skill with team coordination, metrics tracking, and follow-up management

fmea-facilitator

509
from a5c-ai/babysitter

Failure Mode and Effects Analysis facilitation skill for products and processes with risk prioritization and control implementation

pre-mortem-facilitator

509
from a5c-ai/babysitter

Pre-mortem analysis skill for prospective hindsight and failure mode identification

process-builder

509
from a5c-ai/babysitter

Scaffold new babysitter process definitions following SDK patterns, proper structure, and best practices. Guides the 3-phase workflow from research to implementation.

Workflow & Productivity

babysitter

509
from a5c-ai/babysitter

Orchestrate via @babysitter. Use this skill when asked to babysit a run, orchestrate a process or whenever it is called explicitly. (babysit, babysitter, orchestrate, orchestrate a run, workflow, etc.)

yolo

509
from a5c-ai/babysitter

Run Babysitter autonomously with minimal manual interruption.

user-install

509
from a5c-ai/babysitter

Install the user-level Babysitter Codex setup.

team-install

509
from a5c-ai/babysitter

Install the team-pinned Babysitter Codex workspace setup.

retrospect

509
from a5c-ai/babysitter

Summarize or retrospect on a completed Babysitter run.