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Get Started Free →Expert guide for Odoo Sales and CRM: pipeline stages, quotation templates, pricelists, sales teams, lead scoring, and forecasting.
.claude/skills/sickn33-odoo-sales-crm-expert/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-06 | ✗→✓ | ▲ Improved | 63% | 0% |
| case-21 | ✗→✓ | ▲ Improved | 55% | 0% |
| case-22 | ✓→✗ | ▼ Worse | 39% | 0% |
| case-03 | ✓→✓ | = Same ✓ | 21% | 0% |
| case-02 | ✓→✓ | = Same ✓ | 29% | 0% |
This skill helps you configure and optimize Odoo Sales and CRM. It covers opportunity pipeline setup, automated lead assignment, quotation templates, pricelist strategies, sales team management, and the sales-to-invoice workflow.
@odoo-sales-crm-expert and describe your sales scenario.textMenu: CRM → Configuration → Stages → New Typical B2B Pipeline: Stage 1: New Lead (probability: 10%) Stage 2: Qualified (probability: 25%) Stage 3: Proposal Sent (probability: 50%) Stage 4: Negotiation (probability: 75%) Stage 5: Won (is_won: YES — marks opportunity as closed-won) Stage 6: Lost (mark as lost via the "Mark as Lost" button) Tips: - Enable "Rotting Days" in CRM Settings to flag stale deals in red - In Odoo 16+, Predictive Lead Scoring (AI) auto-updates probability based on historical data. Disable it in Settings if you prefer manual stage-based probability.
textMenu: Sales → Configuration → Quotation Templates → New (Requires the "Sales Management" module — enabled in Sales Settings) Template Name: SaaS Annual Subscription Valid for: 30 days Lines: 1. Platform License | Qty: 1 | Price: $1,200/yr | (required) 2. Onboarding Package | Qty: 1 | Price: $500 | Optional 3. Premium Support | Qty: 1 | Price: $300/yr | Optional 4. Extra User License | Qty: 0 | Price: $120/user | Optional Signature & Payment: ☑ Online Signature required before order confirmation ☑ Online Payment (deposit) — 50% upfront Notes section: "Prices valid until expiration date. Subject to Schedule A terms."
textMenu: Sales → Configuration → Settings ☑ Enable Pricelists Menu: Sales → Configuration → Pricelists → New Name: VIP Customer — 15% Off Currency: USD Discount Policy: Show public price & discount on quotation Rules: Apply To: All Products Compute Price: Discount Discount: 15% Min. Quantity: 1 Assign to a customer: Customer record → Sales & Purchase tab → Pricelist → VIP Customer
sale module.| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-03 | pass→pass | 11,868 | 7,175 | -40% | 1 | 1 | 0% | 1,903 | 2,294 | +21% | 0 | 0 | — |
case-01 | fail→fail | 17,583 | 16,022 | -9% | 1 | 1 | 0% | 2,745 | 3,417 | +24% | 0 | 0 | — |
case-02 | pass→pass | 10,426 | 7,080 | -32% | 1 | 1 | 0% | 1,569 | 2,028 | +29% | 0 | 0 | — |
case-04 | fail→fail | 11,824 | 10,589 | -10% | 1 | 1 | 0% | 1,823 | 2,807 | +54% | 0 | 0 | — |
case-05 | pass→pass | 14,435 | 10,835 | -25% | 1 | 1 | 0% | 2,189 | 2,730 | +25% | 0 | 0 | — |
case-06 | fail→pass | 6,777 | 5,094 | -25% | 1 | 1 | 0% | 1,158 | 1,886 | +63% | 0 | 0 | — |
case-07 | pass→pass | 7,863 | 5,121 | -35% | 1 | 1 | 0% | 1,296 | 1,908 | +47% | 0 | 0 | — |
case-08 | pass→pass | 6,434 | 4,532 | -30% | 1 | 1 | 0% | 1,071 | 1,800 | +68% | 0 | 0 | — |
case-09 | pass→pass | 8,090 | 6,687 | -17% | 1 | 1 | 0% | 1,298 | 2,093 | +61% | 0 | 0 | — |
case-10 | pass→pass | 5,343 | 2,843 | -47% | 1 | 1 | 0% | 918 | 1,530 | +67% | 0 | 0 | — |
case-11 | pass→pass | 6,075 | 5,697 | -6% | 1 | 1 | 0% | 1,032 | 1,947 | +89% | 0 | 0 | — |
case-12 | pass→pass | 12,099 | 9,239 | -24% | 1 | 1 | 0% | 1,791 | 2,450 | +37% | 0 | 0 | — |
case-13 | pass→pass | 13,282 | 10,329 | -22% | 1 | 1 | 0% | 2,057 | 2,610 | +27% | 0 | 0 | — |
case-14 | pass→pass | 8,237 | 6,410 | -22% | 1 | 1 | 0% | 1,345 | 2,064 | +53% | 0 | 0 | — |
case-15 | pass→pass | 9,309 | 7,597 | -18% | 1 | 1 | 0% | 1,561 | 2,269 | +45% | 0 | 0 | — |
case-16 | pass→pass | 10,575 | 7,985 | -24% | 1 | 1 | 0% | 1,774 | 2,295 | +29% | 0 | 0 | — |
case-17 | pass→pass | 9,300 | 7,069 | -24% | 1 | 1 | 0% | 1,595 | 2,282 | +43% | 0 | 0 | — |
case-18 | pass→pass | 4,515 | 3,770 | -17% | 1 | 1 | 0% | 792 | 1,648 | +108% | 0 | 0 | — |
case-19 | pass→pass | 4,591 | 2,614 | -43% | 1 | 1 | 0% | 774 | 1,450 | +87% | 0 | 0 | — |
case-20 | pass→pass | 13,820 | 9,372 | -32% | 1 | 1 | 0% | 2,057 | 2,396 | +16% | 0 | 0 | — |
case-21 | fail→pass | 8,398 | 7,220 | -14% | 1 | 1 | 0% | 1,492 | 2,318 | +55% | 0 | 0 | — |
case-22 | pass→fail | 10,814 | 9,721 | -10% | 1 | 1 | 0% | 1,895 | 2,629 | +39% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +5 percentage points is the difference between those two pass rates over the 22 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.