binding-constraint-diagnosis

Diagnose the active business bottleneck among Leads, Sales, Delivery, and Profit.

1|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/antonyfmunoz/OS --skill binding-constraint-diagnosis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: binding-constraint-diagnosis
Source: https://github.com/antonyfmunoz/OS/tree/main/skills/Sales/binding_constraint_diagnosis
Command: npx skills add https://github.com/antonyfmunoz/OS --skill binding-constraint-diagnosis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill identifies the single most active business constraint across the Leads, Sales, Delivery, and Profit systems so founders know exactly what to focus on today.

Core Features & Use Cases

  • Constraint-by-constraint diagnosis: Runs the MORE → BETTER → units/economics decision chain in order, starting with outreach volume to avoid premature strategy changes.
  • Evidence-based output: Produces one constraint name supported by relevant funnel metrics, plus which agents are active versus idle.
  • Daily execution alignment: Generates one concrete recommendation aligned to the current CEO morning cycle or after a founder asks what to focus on.

Use Case Example: After reviewing this week’s funnel metrics, it determines whether low outreach volume points to a Leads constraint, weak replies indicate a Leads BETTER condition, low calls/close rate indicates Sales, low retention/LTV indicates Delivery, or failing CAC recovery indicates Profit.

Quick Start

Run python3 /opt/OS/scripts/bis_context.py with fields name,icp,offer,stage,primary_channel,binding_constraint,north_star.

Frequently Asked Questions about binding-constraint-diagnosis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I identify the binding constraint in my sales funnel?

A binding constraint diagnosis reviews weekly unit economics and funnel metrics to isolate the one active bottleneck across Leads, Sales, Delivery, or Profit. It applies a MORE to BETTER sequential check to pinpoint whether you need more volume or better conversion rates.

What is the best way to diagnose business bottlenecks using unit economics?

The best way to diagnose business bottlenecks with unit economics is running a sequential evaluation of outreach volume, close rates, and CAC recovery. This identifies whether your constraint is Leads, Sales, Delivery, or Profit and outputs one focused recommendation for your daily cycle.

How do I know if my business bottleneck is a Leads or Sales constraint?

You know if your bottleneck is a Leads or Sales constraint by checking outreach volume and reply rates first. Low outreach volume points to a Leads constraint, while weak replies indicate a Leads BETTER condition, and low close rates signal a Sales constraint.

Can I use funnel diagnosis metrics to prioritize agent tasks?

Yes, you can use funnel diagnosis metrics to prioritize agent tasks by identifying which agents are active versus idle relative to the current constraint. The diagnosis outputs named constraint evidence alongside active and idle agent identification to focus your workforce.

When should I run a binding constraint diagnosis for my morning CEO cycle?

You should run a binding constraint diagnosis at the start of your CEO morning cycles or whenever you suspect a constraint shift. It aligns your daily focus by generating one concrete recommendation based on this week's funnel and unit-economics signals.

Why does my business have a Profit constraint despite high sales volume?

Your business has a Profit constraint despite high sales volume when failing CAC recovery prevents profitability. The diagnosis identifies this by evaluating unit economics after Leads, Sales, and Delivery checks pass, confirming that acquisition costs exceed lifetime value.