One page, before the meeting.
Give it a company's own pages. It reads them once, writes down what they say about themselves, and turns that into the single page you take in with you: what they do, the questions to ask them, and the claims to check first.
What it does, step by step.
Each card is one step, in the order they run. The name on a card is the name the run prints beside that step, so every line a run writes is easy to place.
- 1read
sources
reads the pages you give it, once
- 2think
brief
writes what the company says about itself, with the page behind every claim
- 3think
pack
turns the brief into the one page you take into the meeting, from the brief alone, never the pages again
- 4act
file
writes company-pack.md, only when you pass --yes
The pages are read once, at the start. Every step after that works from what the step before it wrote, not from the pages again. And nothing is written or sent unless you add --yes to the command.
One run, nothing edited.
The questions are the ones these pages leave open, not questions anybody could ask of anybody. And nothing was written: the last step says what it would do and waits to be asked.
Mozilla: Meeting Brief
Mozilla is a global organization and community focused on ensuring the internet remains open, accessible, and beneficial to everyone, guided by the Mozilla Manifesto [1][2]. Best known for the Firefox browser, Mozilla also develops open source software, AI developer tools, a data sharing platform, and invests in responsible tech startups [1][2]. Their work targets internet users who value privacy and openness, developers, responsible tech startups, and advocates for a healthier online ecosystem [1][2][3].
Questions for them
- Can you share any financial information, such as revenue streams or funding sources, for Mozilla and its associated entities?
- Who are your key clients, partners, or notable case studies for your products and initiatives?
- What is the organizational structure beyond the main entities listed, and who comprises your leadership team or governance?
- Can you provide details about your technology stack or product roadmaps for Firefox, Thunderbird, or your AI tools?
- How do you position Mozilla competitively in the browser, AI, and data sharing markets?
- What are your business models, sales processes, and customer support channels for your products and services?
Check before you believe it
- Mozilla’s mission, product list, and organizational family are described as above only on their own pages [1][2].
- Their target audiences and internal culture claims are based solely on their own descriptions [1][2][3].
- No external validation is provided for their impact, financials, or competitive position [1][2][3].
- [1]Learn about Mozillahttps://www.mozilla.org/en-US/about/
- [2]The Mozilla Manifestohttps://www.mozilla.org/en-US/about/manifesto/
- [3]Mozilla Careers — Feel good about your work again.https://www.mozilla.org/en-US/careers/
Command in, answer out.
The lines in the middle are the agent reading. Each one names a page, what it weighed once the markup was gone, and where it came from.
# Mozilla: Meeting Brief Mozilla is a global organization and community focused on ensuring the internet remains open, accessible, and beneficial to everyone, guided by the Mozilla Manifesto [1][2]. Best known for the Firefox browser, Mozilla also develops open source software, AI developer tools, a data sharing platform, and invests in responsible tech startups [1][2]. Their work targets internet users who value privacy and openness, developers, responsible tech startups, and advocates for a healthier online ecosystem [1][2][3]. ## Questions for them 1. Can you share any financial information, such as revenue streams or funding sources, for Mozilla and its associated entities? 2. Who are your key clients, partners, or notable case studies for your products and initiatives? 3. What is the organizational structure beyond the main entities listed, and who comprises your leadership team or governance? 4. Can you provide details about your technology stack or product roadmaps for Firefox, Thunderbird, or your AI tools? 5. How do you position Mozilla competitively in the browser, AI, and data sharing markets? 6. What are your business models, sales processes, and customer support channels for your products and services? ## Check before you believe it - Mozilla’s mission, product list, and organizational family are described as above only on their own pages [1][2]. - Their target audiences and internal culture claims are based solely on their own descriptions [1][2][3]. - No external validation is provided for their impact, financials, or competitive position [1][2][3]. Sources [1] Learn about Mozilla https://www.mozilla.org/en-US/about/ [2] The Mozilla Manifesto https://www.mozilla.org/en-US/about/manifesto/ [3] Mozilla Careers — Feel good about your work again. https://www.mozilla.org/en-US/careers/
The company's own pages: the about page, the product or pricing page, and the careers page when there is one.
- https://www.mozilla.org/en-US/about/
- https://www.mozilla.org/en-US/about/manifesto/
- https://www.mozilla.org/en-US/careers/
One page you can take into the meeting: what they do and who they sell to, the questions their own pages leave open, and what to check before you believe it. Written to a file when you ask for it.
By hand this is an hour of tabs, notes nobody else can check, and the questions you think of after the meeting.
The command that produced all of this.
Paste it as it is and watch it work, then swap in your own pages. With your Lyrenth key set, it prints the finished prompt and its numbered sources, ready for whichever assistant you already use. Point it at an OpenAI-compatible endpoint and it answers on its own, the way the run above did.
This one ends with a step that acts. Add --yes to the end of the command and it performs that step. Leave it off and the run prints what it would do, and stops there.
The command runs with uv: brew install uv on a Mac, or the one-line installer for any system. Without uv, put pipx run in place of uvx, or run pip install lyrenth-agents inside a virtual environment. Python 3.9 or newer.
Product comparison
Put two product pages side by side and get a table of what is actually different.
See what it does →Company brief
Read a company's own pages and get a plain summary of what they do and who they sell to.
See what it does →Documentation answers
Point it at documentation pages and get the answer with the exact page and section it came from.
See what it does →