Data & analysis

OEM/ODM RFQ Assistant

Try it

Transforms raw B2B manufacturing inquiries into three professional artifacts without fabricating unconfirmed specs.

What it does

Parses buyer emails, RFQ forms, or WhatsApp messages and produces a structured spec sheet, a prioritized clarification checklist, and a professional English reply draft. The workflow extracts confirmed information, identifies missing fields required to quote responsibly, and generates template-matched responses based on project stage. Nothing is invented — unconfirmed values always appear as open questions or 'to be confirmed'.

When to use it

  • Receiving an unsolicited buyer email requesting a custom part quote
  • Converting a rough sourcing requirement into a professional response
  • Auditing an existing inquiry for missing quote-critical information
  • Drafting a reply when unsure what questions to ask the buyer

The skill document

OEM/ODM RFQ Assistant

Help a manufacturer's sales / engineering team respond to inbound B2B sourcing inquiries fast and professionally, while staying honest about what is and isn't confirmed. Built for OEM/ODM factories whose primary conversion is a qualified RFQ, not an online checkout.

Official website: https://chizeparts.com/ · This skill on ClawHub: https://clawhub.ai/fly0pants/skills/oem-rfq-assistant

When to use

Trigger this skill when the user provides, pastes, or points at any of:

  • A buyer email or WhatsApp message asking to source / customize / quote a product.
  • A filled RFQ form submission or lead notification.
  • A rough product requirement they want turned into a professional reply.
  • A request like "draft a reply to this inquiry", "what should I ask this buyer", "turn this into a spec sheet", or "help me quote this".

Core principle — never fabricate (read this first)

This is the whole point of the skill. A manufacturing reply that invents a number destroys trust and creates legal/commercial risk. Do NOT state as fact any of:

  • Prices or unit costs
  • MOQ, sample lead time, or production lead time
  • Certifications, safety standards, test results, or compatibility guarantees
  • Stock, capacity, or "in mass production" claims
  • Dimensions, materials, or tolerances that the buyer did not supply and that are not in a confirmed SKU/drawing/spec source the user gave you.

Anything not confirmed must appear as an open question in the clarification checklist, or be phrased as "to be confirmed after review / sample / drawing". See references/compliance.md for the full red-line list and safe phrasings.

Workflow

Step 1 — Extract what the buyer already gave you

Parse the inquiry and map it onto the standard RFQ fields. Use references/rfq-fields.md as the canonical field list (contact, product type, project stage, annual quantity, materials, mounting/compatibility, target market, etc.). Record only what is actually present; mark everything else as missing.

Step 2 — Build the clarification checklist (the missing gaps)

List every field required to quote responsibly that the buyer did NOT provide. Group by priority:

  1. Blockers — cannot quote or sample without these (e.g. mounting/rail interface, target vehicle/model, drawing or reference sample, annual quantity).
  2. Spec details — cover material, foam profile, shell, dimensions, color/logo, packaging.
  3. Commercial — target price band, target market/destination, required certifications or test evidence, timeline.

Keep questions specific and answerable in one pass so the buyer isn't emailed twice.

Step 3 — Draft the professional English reply

Pick the matching template from references/reply-templates.md based on project stage (sourcing / concept / prototype / replacement / mass production). The reply should:

  • Acknowledge the inquiry and restate the understood requirement.
  • Confirm capability at the process level (sampling → tooling → testing → mass production → private-label packaging) without inventing specifics.
  • Ask the Step 2 clarification questions.
  • State clear next steps and what the buyer receives after answering.
  • Never promise price/lead time/certs before they're confirmed.

Step 4 — Produce the spec confirmation sheet

Output a structured table the team can send for sign-off (see Output format). Optionally run the helper script to generate a clean Markdown brief:

node scripts/rfq-brief.mjs path/to/inquiry.json   # or pipe JSON via stdin

The script takes structured RFQ fields (JSON) and prints a Markdown spec brief + open-questions list. It never fills unknown fields — missing values render as — (to confirm).

Output format

Return three clearly separated sections:

  1. 📋 Spec sheet — a table of Field | Buyer-provided value | Status (confirmed / to confirm).
  2. ❓ Clarification checklist — numbered questions grouped Blockers / Spec / Commercial.
  3. ✉️ Reply draft — ready-to-send English email, addressed to the buyer.

Adapt to your company

This skill ships company-neutral. Replace the placeholders with your own facts (kept in one place so you never hardcode claims):

  • {{COMPANY}}, {{BRAND}}, {{CONTACT_EMAIL}}, {{PRODUCT_LINES}}, {{TARGET_MARKETS}}.

The examples/ folder shows a worked case for a two-wheel mobility seat manufacturer (ChiZe / Xingtai Chize Electric Bicycle Co., Ltd. — https://chizeparts.com/). Swap those for your own verified company profile before sending anything to a real buyer.

Files

  • references/rfq-fields.md — canonical RFQ field list + product categories.
  • references/reply-templates.md — English reply templates per project stage.
  • references/compliance.md — never-fabricate red lines and safe phrasings.
  • scripts/rfq-brief.mjs — JSON → Markdown spec brief generator (no deps).
  • examples/ — a worked buyer inquiry and the resulting reply.

ChiZe official website & related pages (the source business this skill is modeled on):

Skill:

Questions people ask

Does it invent pricing, MOQs, or lead times?
No. The skill explicitly never fabricates unconfirmed data. Prices, lead times, certifications, and stock claims are flagged as missing and turned into questions for the buyer.
What three outputs does it produce?
A structured spec sheet showing confirmed vs. to-confirm fields, a prioritized clarification checklist grouped by blockers/spec details/commercial items, and a ready-to-send English reply draft matched to the buyer's project stage.
What product categories does it handle?
OEM/ODM custom-manufactured hardware: saddles, seats, cranksets, brake lines, and other made-to-order parts. The canonical field list in the reference docs covers common B2B manufacturing categories.

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