car-lease-decoder
Decode a car lease offer — the money factor converted to APR, the cap-cost math, mileage and disposition traps, and what to negotiate
Install / Use
npx skills add mohitagw15856/pm-claude-skills --skill car-lease-decoderInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of car-lease-decoder
car-lease-decoder scores 82/100 on our quality scale, 2907th of 4,658 Development & Engineering skills we index.
Its SKILL.md is 4.1 KB long, well organised into 8 sections and no code examples: a solid amount of guidance for an agent.
With 1,396 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 8 days ago, so car-lease-decoder is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
car-lease-decoder compared with similar skills
All 4 of these similar skills score higher than car-lease-decoder; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| car-lease-decoder (this skill)by mohitagw15856 | 82 | 1.4k | 8d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 44.8k | today | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 2d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 10d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 10d ago | SKILL.md |
Frequently asked questions
- How do I install car-lease-decoder?
- Run
npx skills add mohitagw15856/pm-claude-skills --skill car-lease-decoder. The install tabs above show the steps for each supported agent. - Which AI agents does car-lease-decoder work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is car-lease-decoder safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is car-lease-decoder still maintained?
- The repository was last updated 8 days ago, so car-lease-decoder is actively maintained.
Skill content
View source on GitHubname: car-lease-decoder description: "Decode a car lease offer — the money factor converted to APR, the cap-cost math, mileage and disposition traps, and what to negotiate. Use when asked to decode my car lease, is this lease deal good, what's a money factor, or review this lease before I sign. Produces the real-numbers decode (money factor → APR, total lease cost), the trap list with dollar exposure, and the negotiation points dealers expect to concede."
Car Lease Decoder Skill
Leases are quoted in a dialect designed to prevent comparison: money factors instead of interest rates, cap costs instead of prices, payments instead of totals. This skill translates everything into the two numbers that matter — the effective APR and the total cost of the lease — then walks the traps that live in the back pages.
What This Skill Produces
- The translation — money factor × 2400 = the APR they didn't say; cap cost vs MSRP vs negotiated price
- Total lease cost — payments + drive-off + fees + likely end charges, one number
- The trap list — mileage math, disposition fee, wear-and-tear standards, early-exit exposure, each priced
- Negotiation points — what's routinely movable, with the asks
Required Inputs
Ask for these only if not provided:
- The offer sheet — payment, term, miles/year, drive-off; ideally: money factor, residual %, cap cost, fees
- The car — model and MSRP (residuals and negotiability vary)
- Your driving reality — honest annual miles; the mileage trap is priced per your number
- The alternative — buying the same car, if they want the comparison (chain to
car-tco)
Framework
- Money factor first: MF × 2400 = APR. Quote it back to the dealer as a rate. A "0.00325 money factor" is 7.8% — a number the customer can compare to their credit union. Also ask what MF the captive lender published — marked-up MF is dealer profit and negotiable.
- The lease equation, shown: depreciation (cap cost − residual) + rent charge ((cap + residual) × MF) + taxes/fees. Every offer decodes into this; anything that doesn't reconcile is a question.
- Cap cost is the price — negotiate it exactly like a purchase price before ever discussing payment. "What payment do you want?" is the trap question; the decode answers with cap cost.
- The mileage math, personalized: (your real miles − allowance) × per-mile charge × term. At 15k real vs 10k leased and $0.25/mile, that's $3,750 hiding behind a cheaper payment.
- The end-of-lease gauntlet: disposition fee, wear standards ("excessive" defined by whom?), and the early-exit table — decode each with its dollar exposure and the one protective ask (e.g., waived disposition if leasing again).
Output Format
Lease Decode: [car] — [term]/[miles]
The two numbers: effective APR [n.n]% · total lease cost $[n] ([payments] + [drive-off] + [fees] + [projected end charges])
The equation, reconciled [depreciation + rent charge + fees vs their payment math — matches / gap of $n asks why]
Trap table | Trap | The line | Your exposure | The ask |
Negotiation points — cap cost, MF markup, mileage tier, disposition — each with wording
Lease vs buy pointer: [one honest paragraph; full math via car-tco]
End verbatim: "This is a plain-language reading, not financial advice — lease structures and taxes vary by jurisdiction; confirm anything load-bearing before signing."
Quality Checks
- [ ] The money factor is converted to APR and the markup question is raised
- [ ] Total lease cost is computed, not just the payment
- [ ] Mileage exposure uses the user's real miles
- [ ] Every trap carries a dollar exposure and a protective ask
- [ ] The disclaimer appears verbatim
Anti-Patterns
- [ ] Do not evaluate the payment — payments are the costume; APR and total cost are the deal
- [ ] Do not accept the money factor as a mystical constant — it's a rate with a markup
- [ ] Do not use the leased mileage in the math — use the driven mileage
- [ ] Do not ignore the end-of-lease pages — that's where the cheap payment gets paid back
- [ ] Do not declare lease vs buy universally — it depends on miles, years, and taxes; point to the calculator
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
