Multi-agentProduct Development & LaunchAdvancedFree

Technical Debt Management System.

3 agents, 3 deliverables.

Run a multi-agent workflow to produce an execution-ready technical debt management system deliverable.

WORKFLOW META

Agents3

Total tokens (avg)~500

Run time9 min

AI toolChatGPT · Claude · Gemini

Variables4

DifficultyAdvanced

CategoryProduct Development & Launch

SEQUENCE MAP · CLICK TO JUMP

· 01 ·

Tech Debt Auditor

· 02 ·

Debt Prioritization Agent

· 03 ·

Debt Reduction Planner

USE CASE INPUTS

Set the workflow's inputs once.

These variables feed into every agent prompt below. Fill them once, then copy each agent in order.

Product codebase description

Mega Prompt Library with 3000+ prompts

Team size

2 marketers, 1 designer, 1 developer

Known technical debt areas

Technical Debt Management System example context

Next major product milestone

Mega Prompt Library with 3000+ prompts

THE AGENTS

The 3-step sequence.

AGENT · TECH DEBT

Tech Debt Auditor

GOAL OF THIS STEP

Conduct a tech debt audit. Categorize debt into 4 types: (1) Code debt (messy, duplicated, or poorly structured code), (2) Architecture debt (wrong patterns that slow down development), (3) Test debt (missing tests that increase regression risk), (4) Documentation debt (undocumented systems that create bus factor risk). For each category: estimate severity (Critical/High/Medium/Low), the velocity tax (how much is it slowing the team per sprint?), and the risk if left unaddressed.

EXPECTED OUTPUT

Tech debt audit: 4 categories with severity + velocity tax + unaddressed risk

agent-01-tech-debt-auditor.md

### Input
Codebase description, team size, known debt, milestone

### Task
Conduct a tech debt audit. Categorize debt into 4 types: (1) Code debt (messy, duplicated, or poorly structured code), (2) Architecture debt (wrong patterns that slow down development), (3) Test debt (missing tests that increase regression risk), (4) Documentation debt (undocumented systems that create bus factor risk). For each category: estimate severity (Critical/High/Medium/Low), the velocity tax (how much is it slowing the team per sprint?), and the risk if left unaddressed.

### Output
Tech debt audit: 4 categories with severity + velocity tax + unaddressed risk

AGENT · DEBT PRIORITIZATION

Debt Prioritization Agent

AGENT · DEBT REDUCTION

Debt Reduction Planner

HOW TO RUN

Three steps. 9 min.

STEP 01

Fill in the variables at the top. Copy them into a note or your tool's context window — every agent below uses them.

STEP 02

In your AI tool, paste Agent 1 and run it. Copy the output. Paste Agent 2 with the output appended. Repeat in order for all 3 agents.

STEP 03

At the final agent, review and refine. It outputs your finished deliverable, ready to publish or hand off.

WHAT YOU GET

The final output, end-to-end.

Tech Debt Auditor

Tech debt audit: 4 categories with severity + velocity tax + unaddressed risk

Debt Prioritization Agent

Prioritized debt backlog with scores + quick wins + critical pre-milestone fixes + strategic investments

Debt Reduction Planner

12-week debt plan by sprint + refactoring protocol + debt budget rule + weekly review ritual

★ MULTI-AGENT PACK

The Multi-Agent Operator Pack.

100 production-ready workflows like this one. Agent prompts, variable cheat-sheets, and the operator's guide.

Free

View pack →

Technical Debt Management System.

Set the workflow's inputs once.

The 3-step sequence.

Tech Debt Auditor

Debt Prioritization Agent

Debt Reduction Planner

Three steps. 9 min.

The final output, end-to-end.

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