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reflect-3_attempt_02
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experiments/claude_code_kimi2_6_enabled/reports/skills/task_group_002/reflect-3/reflect-3_attempt_02/SKILL.md
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# MedBridge Sales Ops API Task Skill
## Overview
Tasks in this benchmark require querying a shared MedBridge Sales Ops API and producing JSON answers that match a strict `answer_template.json` schema. The API exposes collections: `customers`, `products`, `quotes`, `rfqs`, `freight-quotes`, `opportunities`, `invoices`, `payments`, `revenue-journals`, `events`, `vouchers`, and `policies`.
## General Approach
1. **Read the prompt and template first.** The prompt names a customer, quote/RFQ/opportunity ID, and product. The `input/payloads/answer_template.json` dictates the exact shape, field names, and enums of the answer.
2. **Fetch base collections** (`/api/customers`, `/api/products`, `/api/policies`) once, then query specific records by ID (`/api/quotes/<id>`, `/api/rfqs/<id>`, `/api/opportunities/<id>`, etc.).
3. **Use `/api/search?q=<text>`** when the prompt uses a name variant that does not match the API `customer_name` exactly.
4. **Derive all numbers from the API** (unit prices, freight costs, totals, balances). Do not hard-code.
5. **Match the template exactly.** Missing keys, extra keys, or wrong enum values lower the score even if the data is conceptually correct.
## Data Mapping Patterns
### Quotes / RFQs with Product Pricing