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Debt Collection & Recovery Playbook

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

3,556 stars

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 SupportmultiLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

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

Which AI agents support this skill?

This skill is compatible with multi.

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

# 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)