Debt Collection & Recovery Playbook

Generate compliant debt recovery strategies, collection letter sequences, and payment plan frameworks.

3,891 stars
Complexity: easy

About this skill

The "Debt Collection & Recovery Playbook" is an AI agent skill designed to streamline and automate crucial aspects of debt management for businesses. It empowers users to generate legally compliant documentation, including FDCPA/FCA-compliant collection letter sequences that progress from friendly reminders to final demands. Beyond communication, the skill provides tools for financial analysis, such as building payment plan calculators with interest modeling capabilities and conducting aging bucket analysis with priority scoring to optimize collection efforts. This skill is invaluable for financial departments, small business owners, and legal teams seeking to standardize their accounts receivable processes, minimize legal risks, and improve recovery rates. It integrates practical components like skip tracing checklists, debtor communication scripts, and a mapping of state-by-state statutes of limitations, enabling users to navigate the complexities of debt recovery efficiently. By automating the creation of these critical assets, the playbook helps maintain healthy cash flow and ensures adherence to regulatory guidelines without requiring extensive manual research or legal expertise. Key features include frameworks for bad debt write-off decisions and detailed letter templates for escalating unpaid invoices effectively. Its comprehensive approach ensures that every step of the collection process is documented, compliant, and strategic, making it an indispensable tool for proactive debt recovery and financial health.

Best use case

The primary use case for this skill is to provide a comprehensive, compliant, and automated system for businesses to manage and recover outstanding debts. This skill benefits financial managers, small business owners, credit and collections departments, and legal professionals who need to generate accurate debt recovery strategies, compliant communication, and financial models for payment plans efficiently. It helps them reduce manual effort, ensure legal compliance, and improve recovery rates.

Generate compliant debt recovery strategies, collection letter sequences, and payment plan frameworks.

Users should expect to receive structured, compliant debt recovery documents, personalized payment plans, and analytical insights to guide their collection efforts.

Practical example

Example input

Generate a 5-letter collection sequence for B2B invoices for a client in New York owing $15,000 overdue by 45 days. Include late fees of 5% after 30 days.

Example output

Subject: Invoice [INV-XYZ] — Action Required

Invoice [INV-XYZ] for $15,000 is now 45 days overdue. Per our terms, a 5% late fee of $750 has been applied. Total now due: $15,750.

If we don't receive payment by [date 7 days from now], we'll need to escalate this matter per New York state regulations. This may affect your business credit rating.

[Payment options]
[Contact information]

When to use this skill

  • When needing to generate compliant debt collection letter sequences for overdue invoices.
  • When calculating payment plans with interest for debtors.
  • When analyzing accounts receivable aging and prioritizing collection efforts.
  • When researching state-specific statutes of limitations for debt.

When not to use this skill

  • For direct legal advice or representation in court.
  • For making actual legal claims or filing lawsuits.
  • For collecting debts from individuals in a non-B2B context without specific legal counsel.
  • For highly specialized or complex financial instruments not related to standard debt collection.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/afrexai-debt-collection/SKILL.md --create-dirs "https://raw.githubusercontent.com/openclaw/skills/main/skills/1kalin/afrexai-debt-collection/SKILL.md"

Manual Installation

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

How Debt Collection & Recovery Playbook Compares

Feature / AgentDebt Collection & Recovery PlaybookStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityeasyN/A

Frequently Asked Questions

What does this skill do?

Generate compliant debt recovery strategies, collection letter sequences, and payment plan frameworks.

How difficult is it to install?

The installation complexity is rated as easy. You can find the installation instructions above.

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.

Related Guides

SKILL.md Source

# Debt Collection & Recovery Playbook

Generate compliant debt recovery strategies, collection letter sequences, and payment plan frameworks.

## What This Does
- Creates FDCPA/FCA-compliant collection letter sequences (initial notice → escalation → final demand)
- Builds payment plan calculators with interest modeling
- Generates aging bucket analysis with priority scoring
- Produces skip tracing checklists and debtor communication scripts
- Maps state-by-state statute of limitations
- Creates bad debt write-off decision frameworks

## How To Use

Tell the agent what you need:
- "Generate a 5-letter collection sequence for B2B invoices"
- "Build a payment plan for $47,000 over 12 months at 8% APR"
- "Create an aging analysis for our receivables"
- "What's the statute of limitations for debt in California?"

## Collection Letter Sequence

### Letter 1 — Friendly Reminder (Day 1-7 past due)
Subject: Invoice [#] — Payment Reminder

Quick note — invoice [#] for [amount] was due on [date]. Sometimes things slip through. If already sent, disregard.

Payment options: [link/details]

### Letter 2 — Firm Follow-Up (Day 15-21)
Subject: Invoice [#] — Second Notice

Following up on invoice [#] for [amount], now [X] days past due. Please arrange payment by [date] to avoid late fees per our agreement.

### Letter 3 — Escalation Notice (Day 30-45)
Subject: Invoice [#] — Action Required

Invoice [#] for [amount] is now [X] days overdue. Per our terms, a [X]% late fee of [amount] has been applied. Total now due: [amount].

If we don't receive payment by [date], we'll need to escalate this matter.

### Letter 4 — Pre-Collection (Day 60)
Subject: Invoice [#] — Final Notice Before Collection Action

This is formal notice that invoice [#] totaling [amount] remains unpaid after [X] days. Without payment by [date], this account will be referred to our collection partner.

This may affect your business credit rating.

### Letter 5 — Final Demand (Day 75-90)
Subject: Invoice [#] — Final Demand

Final notice. Invoice [#] for [amount] will be referred to [collection agency/legal counsel] on [date] if not resolved. Contact us immediately to discuss resolution options.

## Aging Bucket Analysis

| Bucket | Days | Priority | Action | Expected Recovery |
|--------|------|----------|--------|-------------------|
| Current | 0-30 | Low | Auto-reminder | 95-98% |
| 31-60 | 31-60 | Medium | Phone + email | 85-90% |
| 61-90 | 61-90 | High | Escalation letter | 70-75% |
| 91-120 | 91-120 | Critical | Collection agency | 40-50% |
| 120+ | 120+ | Write-off review | Legal/write-off | 15-25% |

## Priority Score Formula
Score = (Amount × 0.4) + (Days Overdue × 0.3) + (Customer Value × 0.2) + (Payment History × 0.1)

- Score > 80: Immediate personal outreach
- Score 50-80: Escalation sequence
- Score < 50: Standard auto-sequence

## Payment Plan Framework

For debts over $5,000, offer structured plans:

| Plan | Duration | Interest | Min Payment | Best For |
|------|----------|----------|-------------|----------|
| Quick | 3 months | 0% | 33% of balance | Good-faith debtors |
| Standard | 6 months | 5% APR | ~17% + interest | Mid-range balances |
| Extended | 12 months | 8% APR | ~9% + interest | Large balances |
| Hardship | 18 months | 0% | Negotiated | Proven inability to pay |

## FDCPA Compliance Checklist (US)
- [ ] Initial validation notice sent within 5 days of first contact
- [ ] Debtor's right to dispute within 30 days clearly stated
- [ ] No contact before 8 AM or after 9 PM local time
- [ ] No contact at workplace if debtor objects
- [ ] No threats of actions you can't/won't take
- [ ] No misrepresentation of amount owed
- [ ] No harassment, oppression, or abuse
- [ ] Cease communication upon written request (except legal notices)
- [ ] Mini-Miranda warning included in all communications

## Statute of Limitations by State (Top 10)
| State | Written Contract | Oral Contract | Open Account |
|-------|-----------------|---------------|--------------|
| California | 4 years | 2 years | 4 years |
| New York | 6 years | 6 years | 6 years |
| Texas | 4 years | 4 years | 4 years |
| Florida | 5 years | 4 years | 4 years |
| Illinois | 10 years | 5 years | 5 years |
| Pennsylvania | 4 years | 4 years | 4 years |
| Ohio | 8 years | 6 years | 6 years |
| Georgia | 6 years | 4 years | 4 years |
| Michigan | 6 years | 6 years | 6 years |
| North Carolina | 3 years | 3 years | 3 years |

## Bad Debt Write-Off Decision

Write off when ALL of these are true:
1. Account is 180+ days past due
2. All collection attempts exhausted (minimum 5 contacts)
3. Skip tracing returned no viable contact
4. Amount is below legal action threshold (typically < $5,000)
5. Cost of recovery exceeds expected recovery amount

## ROI of Professional Collections
- In-house collection cost: $15-25 per account
- Agency contingency: 25-50% of recovered amount
- Legal action: $500-2,000 per case + court fees
- Break-even: Agency makes sense when balance > $1,000 and account is 90+ days

---

## Take It Further

This skill gives you the collection framework. For full industry-specific automation — including AI-powered payment reminders, predictive churn scoring, and automated escalation workflows:

- **[AI Context Packs](https://afrexai-cto.github.io/context-packs/)** — $47/pack, 10 industries covered
- **[AI Revenue Leak Calculator](https://afrexai-cto.github.io/ai-revenue-calculator/)** — Find where you're losing money
- **[Agent Setup Wizard](https://afrexai-cto.github.io/agent-setup/)** — Deploy your first AI agent in 15 minutes

### Bundle Deals
- Pick 3 Packs — $97 (save $44)
- All 10 Packs — $197 (save $273)
- Everything Bundle — $247 (all packs + playbook + setup wizard)

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