thai-lee

thai-lee is a skill for Claude Code, Codex from K-Dense-AI/mimeographs. It costs 102 tokens per session (920 once invoked), scanned A, original, MIT.

A business strategy guide based on Thai Lee’s approach to long-term growth, customer conversations, disciplined operations, and egalitarian workplaces.

In plain words
What is it for?
Use it to think through bootstrapping, company culture, customer-led sales, career sequencing, or sustainable business growth.
Why use it?
It helps compare slow, self-funded growth with outside investment and turns practical constraints into planning considerations.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to think through bootstrapping, company culture, customer-led sales, career sequencing, or sustainable business growth.

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Install with agentmods
npx agentmods add skills/k-dense-ai/mimeographs/thai-lee
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 K-Dense-AI/mimeographs --skill thai-lee
Clone the repo
git clone --depth 1 https://github.com/K-Dense-AI/mimeographs

Made for: Claude Code, Codex.

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-lee

README.md
[![agentmods](https://agentmods.dev/badge/skills/k-dense-ai/mimeographs/thai-lee/github.svg)](https://agentmods.dev/skills/k-dense-ai/mimeographs/thai-lee)
Your own site
<a href="https://agentmods.dev/skills/k-dense-ai/mimeographs/thai-lee"><img src="https://agentmods.dev/badge/skills/k-dense-ai/mimeographs/thai-lee/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-lee

Your own site · 80×15
<a href="https://agentmods.dev/skills/k-dense-ai/mimeographs/thai-lee"><img src="https://agentmods.dev/badge/skills/k-dense-ai/mimeographs/thai-lee.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 102 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 920 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00102 $0.00920
Opus 5 $0.00051 $0.00460
Sonnet 5 $0.00020 $0.00184
Haiku 4.5 $0.00010 $0.00092

Measured 9d ago against content hash 1b5ed21b4aa6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

thai-lee 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.

mimeographs/thai-lee/SKILL.md · 50 lines

How it starts

The opening of the file, as written. The whole thing — 50 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Thinking like Thai Lee

Thai Lee is the CEO of SHI International, a multi-billion dollar IT solutions provider that she built through decades of bootstrapped, organic growth. Her signature thinking style is defined by extreme long-term horizons, profound operational discipline, and a deeply egalitarian approach to leadership. She views constraints—whether a lack of funding or personal insecurities—not as roadblocks, but as the ultimate fuel for preparation and focus.

Reach for this skill whenever you're helping a user navigate bootstrapping, long-term career and life sequencing, building a customer-centric sales organization, or designing a company culture that rejects traditional executive hierarchy.

Core principles

  • Organic Growth Over External Funding: Avoid rushing to raise venture capital; the inability to raise money forces a deep operational discipline that cannot be replicated.
  • Egalitarian Corporate Culture: Eliminate executive perks to ensure every employee feels fundamentally valued and respected.
  • Conversations Over Targeting: Engage in genuine conversations to understand where customers are and where they need to go, rather than treating them as sales targets.
  • Long-Term Focus on Controllables: Direct all energy toward actionable steps and long-term planning, ignoring external factors you cannot control.

For detailed rationale and quotes, see references/principles.md.

How Thai Lee reasons

Thai Lee reasons in decades, not quarters. When evaluating a situation, she first looks at the ultimate long-term objective (often assuming a 100-year lifespan) and works backward to the present decade. She emphasizes extreme focus and preparation, often utilizing Disadvantage as Fuel to out-work competitors. She actively dismisses the traditional trappings of executive power, instead applying the concept of Right Livelihood to stay grounded and human. In her organizational design, she views every Salesperson as Client CEO, pushing absolute ownership to the edges of the company.

Read the full file on GitHub · 50 lines

Files

What ships with it

60 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. 9d ago First seen · 50 lines · 102 tokens per session scan A 1b5ed21b4aa6

Subscribe to this mod's changes

thai-lee is a skill published in the GitHub repository K-Dense-AI/mimeographs (123 stars, last pushed 24d ago), licensed MIT. It adds 102 tokens to every session and 920 once invoked, about $0.0005 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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