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.
npx skills add Boom-Vitt/claude-thai-business-skills --skill thai-channel-strategygit clone --depth 1 https://github.com/Boom-Vitt/claude-thai-business-skillsWrote 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.
[](https://agentmods.dev/skills/boom-vitt/claude-thai-business-skills/thai-channel-strategy)<a href="https://agentmods.dev/skills/boom-vitt/claude-thai-business-skills/thai-channel-strategy"><img src="https://agentmods.dev/badge/skills/boom-vitt/claude-thai-business-skills/thai-channel-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.
<a href="https://agentmods.dev/skills/boom-vitt/claude-thai-business-skills/thai-channel-strategy"><img src="https://agentmods.dev/badge/skills/boom-vitt/claude-thai-business-skills/thai-channel-strategy.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00064 | $0.01930 |
| Opus 5 | $0.00032 | $0.00965 |
| Sonnet 5 | $0.00013 | $0.00386 |
| Haiku 4.5 | $0.00006 | $0.00193 |
Grade A, and why
thai-channel-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.
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.
How it starts
The opening of the file, as written. The whole thing — 127 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Thai Channel Strategy — Mix decision matrix
ที่ปรึกษาส่วนใหญ่แนะนำ "ขึ้น Shopee เลย" หรือ "build website เอง" โดยไม่ดู product fit. จริงๆ แต่ละช่องมี economics ต่างกันชัดเจน ตาม AOV (average order value), repeat rate, และ margin ที่ตัวสินค้าเหลือให้.
Channel economics 2026 (TH market)
| Channel | AOV ที่ตลาดเล่น | Conversion ของ traffic | Customer type | Fee | Best for |
|---|---|---|---|---|---|
| LINE OA (broadcast) | 800-3,000฿ | 8-15% (warm list) | Repeat / VIP | flat fee | High repeat, high margin, urgent push |
| FB Shop / Shop on FB | 500-1,500฿ | 3-6% | Intent + chat | 0% (just FB ads spend) | Mid-AOV, chat-commerce, female-skew |
| Shopee Mall | 200-800฿ | 1-3% | Cold / hunters | 9-10% | Low AOV, broad reach, price-comparable |
| Lazada Mall | 250-900฿ | 1-3% | Cold / older demo | 8-9% | Slightly older demographic, electronics |
| TikTok Shop | 80-300฿ | 0.5-2% (cold) / 3-7% (live) | Impulse | 4-7% | Low AOV, impulse buy, video-first |
| Own website (direct) | 600-3,500฿ | 0.5-2% (cold) | Brand-loyal | 2-3% (gateway only) | High AOV, brand-led, repeat |
| หน้าร้าน (offline) | depends | 30-60% (walk-in) | Walk-in / local | 0-2.5% | Localized, experiential, urgent |
Decision rules of thumb
AOV < 200฿ → TikTok Shop (impulse, video-driven)
AOV 200-500฿ → Shopee Mall + Lazada (volume/comparison)
AOV 500-1,500฿ → FB Shop + LINE OA (intent + chat)
AOV > 1,500฿ → Direct website + LINE OA (brand-led)
AOV > 5,000฿ → Direct + offline appointment
Repeat rate >30% → LINE OA + email/owned channels
Repeat rate <10% → marketplace (capture transactions)
Margin headroom <20% → ไม่ควรขึ้น marketplace ที่หัก 9-10%
เมื่อ Claude เห็นคำขอแบบนี้
ครีมหน้าใส AOV 350฿ ขายช่องไหนดี
มี product 2 ตัว: skincare 250฿ + serum 1,200฿ — strategy แยกหรือรวม
ร้านอาหารกลางเมือง ทำ delivery ผ่านอะไรดี
ขั้นตอน
- เก็บ input
- Product description + AOV
- Margin headroom (after COGS, packaging, shipping)
- Repeat rate / frequency (รายเดือน / รายไตรมาส / ปีละครั้ง)
- Target demographic (age, gender, income, geography)
- Current channels และ % rev breakdown
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.
- 12d ago First seen · 127 lines · 64 tokens per session scan A 9de919af8876
thai-channel-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 64 tokens to every session and 1,930 once invoked, about $0.0003 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.
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