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 deciqAI/knowledge-skills --skill overseas-expansion-frameworkgit clone --depth 1 https://github.com/deciqAI/knowledge-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/deciqai/knowledge-skills/overseas-expansion-framework)<a href="https://agentmods.dev/skills/deciqai/knowledge-skills/overseas-expansion-framework"><img src="https://agentmods.dev/badge/skills/deciqai/knowledge-skills/overseas-expansion-framework/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/deciqai/knowledge-skills/overseas-expansion-framework"><img src="https://agentmods.dev/badge/skills/deciqai/knowledge-skills/overseas-expansion-framework.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 | $0.00125 | $0.01973 |
| Opus 5 | $0.00063 | $0.00986 |
| Sonnet 5 | $0.00025 | $0.00395 |
| Haiku 4.5 | $0.00013 | $0.00197 |
Grade A, and why
overseas-expansion-framework 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 9d 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 — 123 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Overseas Expansion Framework
Overview
International expansion forks into two models: Spirit Expansion (精神出海) — product/IP travels digitally or via exported goods, no local presence required — and Physical Expansion (实体出海) — the company establishes entities, hires locally, and embeds operations in-market. Wrong mode selection is among the most expensive strategic errors in international growth. Related: second-order-thinking before mode selection · lean-startup for minimum viable expansion · pareto-principle to prioritize markets.
When to Use / When NOT
Use when: "we want to go global" without specifying mode · designing first international expansion (digital-first vs. entity-first) · investor asks whether overseas revenue is Spirit or Physical · diagnosing a past international expansion failure.
Do NOT use when: no home-market PMF (run pmf-crossing-the-chasm) · entity already operational · purely local service with no digital component · already have established presence in the target market.
Coaching Novices (Adaptive Front Door)
- Engine mode: concrete expansion case → run The Process directly.
- Coach mode: unfamiliar or no concrete case → guide step by step.
In Coach mode, respond one step at a time. Each [WAIT] is a hard stop — output only that step's question, then stop.
- Ask: "In 12 months, does your team in [target market] include local hires?" Name the implicit mode assumption.
- Check: does the product require local trust, local license, local logistics, or real-time local-language support? ≥2 yes → Physical likely; 0–1 → Spirit default.
- Introduce Spirit/Physical vocabulary using the mode the founder already implicitly holds.
[WAIT — do not advance until user responds]
- Map the 3 most common failure modes for the selected mode; stress-test the plan.
[WAIT — do not advance until user responds]
- Ask: "What would you need to see from Spirit before committing to Physical?" Surface the validation trigger gap as the key insight.
[WAIT — do not advance until user responds]
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.
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.
- 9d ago First seen · 123 lines · 125 tokens per session scan A 9f1960722173
overseas-expansion-framework is a skill published in the GitHub repository deciqAI/knowledge-skills (10 stars, last pushed 10d ago), licensed MIT. It adds 125 tokens to every session and 1,973 once invoked, about $0.0006 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 2026-09-03.
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