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thai-pricing-strategy

thai-pricing-strategy is a skill for Claude Code from Boom-Vitt/claude-thai-business-skills. It costs 49 tokens per session (1,304 once invoked), scanned A, original, MIT.

A Thai-language pricing method that calculates selling prices after marketplace fees, payment costs, packaging, shipping subsidies, and the desired profit margin. It covers channels such as Shopee, Lazada, TikTok Shop, LINE Shopping, and physical stores.

In plain words
What is it for?
Calculating minimum prices and comparing gross profit across Thai sales channels using product cost, packaging, shipping, and target margin.
Why use it?
It prevents pricing from being based only on product cost, which can make the actual profit much lower than expected after channel charges.

Skill for Claude Code

Written for Claude Code: when-to-use in frontmatter.

Part of the claude-thai-business-skills plugin — 13 skills shipped together

not rated 16repo 3mo ago A scan 49 tokens original MIT

Good fit Calculating minimum prices and comparing gross profit across Thai sales channels using product cost, packaging, shipping, and target margin.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/boom-vitt/claude-thai-business-skills/thai-pricing-strategy
View source ↗ Boom-Vitt/claude-thai-business-skills
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Boom-Vitt/claude-thai-business-skills --skill thai-pricing-strategy
Clone the repo
git clone --depth 1 https://github.com/Boom-Vitt/claude-thai-business-skills

Made for: Claude Code.

Or install claude-thai-business-skills, the plugin that ships this one along with the rest of its 13 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for thai-pricing-strategy

README.md
[![agentmods](https://agentmods.dev/badge/skills/boom-vitt/claude-thai-business-skills/thai-pricing-strategy/github.svg)](https://agentmods.dev/skills/boom-vitt/claude-thai-business-skills/thai-pricing-strategy)
Your own site
<a href="https://agentmods.dev/skills/boom-vitt/claude-thai-business-skills/thai-pricing-strategy"><img src="https://agentmods.dev/badge/skills/boom-vitt/claude-thai-business-skills/thai-pricing-strategy/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for thai-pricing-strategy

Your own site · 80×15
<a href="https://agentmods.dev/skills/boom-vitt/claude-thai-business-skills/thai-pricing-strategy"><img src="https://agentmods.dev/badge/skills/boom-vitt/claude-thai-business-skills/thai-pricing-strategy.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 49 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,304 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00049 $0.01304
Opus 5 $0.00024 $0.00652
Sonnet 5 $0.00010 $0.00261
Haiku 4.5 $0.00005 $0.00130

Measured 12d ago against content hash 7057ee4534b6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

thai-pricing-strategy scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (pricing.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/thai-pricing-strategy/SKILL.md · 98 lines

How it starts

The opening of the file, as written. The whole thing — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Thai Pricing Strategy — Waterfall

ที่ปรึกษา SME ไทยพลาดบ่อยที่สุดในการตั้งราคาคือ: "ต้นทุน × 2.5 = ราคาขาย" โดยไม่หัก marketplace fee, payment gateway, packaging, shipping subsidy ของแต่ละช่อง. เปอร์เซนต์มาร์จิ้นจริงเหลือ 8-12% ไม่ใช่ 60% ที่คำนวนในใจ.

Skill นี้บังคับให้ Claude คำนวน waterfall ต่อช่อง โดยใช้ pricing.py ที่มี marketplace fees ปี 2026 baked in.

เมื่อ Claude เห็นคำขอแบบนี้

ต้นทุน 85 บาท ขายที่ Shopee Mall อยากได้ margin 35% — ตั้งราคาเท่าไหร่
ครีมหน้าใส cost 120 จะขายหลายช่อง อยากเทียบกำไรแต่ละ marketplace

ขั้นตอน (Claude ทำตามนี้)

  1. เก็บ input

    • COGS (ต้นทุนสินค้า ต่อชิ้น) — บังคับ
    • Packaging (ค่ากล่อง/ฉลาก ต่อชิ้น) — default 5-10฿
    • Shipping ที่จ่ายเอง (subsidy ที่ตลาดบังคับ — Shopee Mall อาจ 30-50฿) — default 0
    • Target margin (เป็น % — เช่น 0.30 สำหรับ 30%) — บังคับ
    • Channels ที่อยากขาย — default คือเสนอทุกช่อง

  2. เรียก pricing.py

    from pricing import required_price, CHANNELS
for ch in chosen_channels:
    price = required_price(cogs, packaging, shipping_out, target_margin, ch)

  3. คืน output เป็นตาราง markdown

    ช่อง ราคาขั้นต่ำ (฿) กำไรขั้นต้น (฿) margin
    Shopee Mall ___ ___ 35%
    ...

  4. ข้อสังเกต (ไม่เกิน 3 ข้อ)

    • ถ้า channel มี margin หายไปมากกว่า 15% เทียบหน้าร้าน — flag "channel นี้กินมาร์จิ้นเยอะ พิจารณาขายเฉพาะ slow-mover"
    • ถ้า target margin > 50% — flag "ตลาดไทยทั่วไป margin เกิน 50% หลัง fee คือ luxury / niche — แน่ใจไหม"
    • ถ้า COGS ต่ำเกินไป (<20฿) — flag "ราคาขายอาจดูถูกเกินจนลูกค้าไม่เชื่อถือ — ลอง price anchoring"

ตัวอย่าง

Input

ตั้งราคาครีมหน้าใส ต้นทุน 85 บาท packaging 8 อยากได้ margin 35%
ขายที่ Shopee Mall กับหน้าร้าน

Output (sample)

| ช่อง           | ราคาขั้นต่ำ | กำไรขั้นต้น | margin |
|----------------|-----------:|-----------:|-------:|
| Shopee Mall    |    192฿    |     67฿    |  35%   |
| หน้าร้าน        |    194฿    |     68฿    |  35%   |

ข้อสังเกต:
- Shopee Mall กับหน้าร้านราคาต่างกัน <2฿ — ตั้งราคาเท่ากันได้ ไม่ต้อง multi-tier
- COGS 85฿ + packaging 8฿ = 93฿ ต้นทุนจริง; ที่ราคา 192฿ มาร์จิ้นจริงต่อชิ้นคือ ~67฿
- ถ้าโดน free shipping subsidy 30฿ บน Shopee → margin หลือ 19% ต้องบวกราคาขึ้นอีก 50฿

Read the full file on GitHub · 98 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 98 lines · 49 tokens per session scan A 7057ee4534b6

Subscribe to this mod's changes

thai-pricing-strategy is a skill published in the GitHub repository Boom-Vitt/claude-thai-business-skills (16 stars, last pushed 3mo ago), licensed MIT. It adds 49 tokens to every session and 1,304 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Claude CodeE-commerceFinance and fintechagent-skillsbusiness-consultingclaude-skillsfundraisingline-oa
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