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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta
name="description"
content="Examples of how Egregore helps creators build a custom shorthand language for working with AI models."
>
<title>Egregore Examples</title>
<link rel="stylesheet" href="styles.css">
</head>
<body>
<a class="skip-link" href="#main">Skip to content</a>
<header class="site-header" aria-label="Site header">
<nav class="nav" aria-label="Primary navigation">
<a class="brand" href="index.html">AI Tools</a>
<div class="nav-links">
<a href="index.html#tools">Tools</a>
<a href="index.html#about">About</a>
</div>
</nav>
</header>
<main id="main">
<section class="hero detail-hero" aria-labelledby="page-title">
<div class="hero-copy">
<p class="crumb"><a href="index.html#tools">Back to tools</a></p>
<p class="eyebrow">Egregore in action</p>
<h1 id="page-title">A shorthand language your AI can learn from you.</h1>
<p class="lede">
Egregore helps you build a small personal vocabulary for the things you keep having to explain
to every model, in every new session.
</p>
</div>
<aside class="signal-panel" aria-label="Egregore quick facts">
<p class="panel-kicker">What changes</p>
<ul>
<li>Less re-explaining</li>
<li>Portable context</li>
<li>Brain-friendly tokens</li>
</ul>
</aside>
</section>
<section class="example-section" aria-labelledby="examples-heading">
<div class="section-heading">
<p class="eyebrow">Examples</p>
<h2 id="examples-heading">The CLI interview runs in five acts.</h2>
<p class="section-note">
These are three very simple examples. The actual CLI gives you a richer set of choices for
building a language that fits your life, your models, and the kind of help you need.
</p>
</div>
<div class="example-grid">
<article class="example-card example-card-wide">
<h2>How the interview works</h2>
<ol class="act-list">
<li>
<strong>Sigils</strong>
emoji-markers for your current state: 🪫 zero bandwidth, 🔥 hyperfocus, 🤫 hush,
🪨 friction, ⚖️ stable.
</li>
<li>
<strong>Anchors</strong>
short tokens for what your life is touching: 🎓 primary project, 🧾 obligations,
🏠 household, 🌊 internal landscape.
</li>
<li>
<strong>Pulses</strong>
recurring situations you do not want to keep re-explaining, plus your compression setting:
🌀 spiral, 🧱 stuck, 🧵 thread-back, ⏳ time pressure.
</li>
<li>
<strong>Genogram</strong>
your humans and your AI constellation: 👤 you, 🫂 trusted people, 🤖 models, 🧭 roles.
</li>
<li>
<strong>Register</strong>
tone preferences and dealbreakers: 🧭 direct, 🕯️ gentle, ✂️ concise, 🚫 no pep talk.
</li>
</ol>
<p class="small-note">
All five acts are currently wired up in skeletal form and iterating toward something richer.
</p>
</article>
<article class="example-card example-card-wide">
<h2>Use case: grad student</h2>
<p>
A grad student uses Egregore to compress thesis context, advisor expectations, teaching
load, and the exact kind of feedback that helps them write without freezing.
</p>
<pre class="code-sample">sigil: ⚖️ stable
anchors: 🎓 thesis, 🧑🏫 supervisor-thread, 📚 seminar-prep
pulse: 🌀 citation-spiral / medium compression
register: 🧭 direct + 🕯️ kind, 🚫 no fake urgency
Prompt: Help me turn these notes into one paragraph I can revise.</pre>
</article>
<article class="example-card example-card-wide">
<h2>Passing a shard from GPT to Claude</h2>
<p>
A shard is a small handoff note. If the grad student spent the day working with GPT, they
can give Claude the shard instead of reconstructing the whole day from scratch.
</p>
<pre class="code-sample">shard: thesis-day-0429
from: GPT
to: Claude
sigil: ⚖️ stable, now a little 🪫
anchors: 🎓 thesis chapter 2, 📚 methods sources, 🧑🏫 supervisor concern
pulse: 🌀 citation-spiral / medium compression
register: 🧭 direct, 🕯️ kind, critique structure before style
handoff:
GPT helped me sort six messy notes into a draft paragraph.
I am worried the paragraph lists sources instead of making an argument.
request:
Claude, review this for argument clarity and tell me the one revision that would help most.</pre>
</article>
<article class="example-card">
<h2>Use case: dev</h2>
<p>
A developer uses Egregore to tell different AI coding tools how much context to preserve,
when to ask before refactoring, and which project constraints matter today.
</p>
<pre class="code-sample">sigil: 🔥 hyperfocus
anchors: 🧩 auth-bug, ✅ tests-first, 🚧 no-large-refactor
pulse: 🕳️ rabbit-hole-risk / high compression
register: ✂️ concise, specific, show file paths</pre>
</article>
<article class="example-card">
<h2>Use case: disability scaffolding</h2>
<p>
Someone who uses AI as disability scaffolding builds a vocabulary for low-energy days,
sensory load, executive dysfunction, and support that does not become another task.
</p>
<pre class="code-sample">sigil: 🪫 zero bandwidth
anchors: 💊 meds, 🍲 food, 📬 inbox, 📅 appointment
pulse: 🧱 task-initiation / low compression
register: 🕯️ gentle, one step, 🚫 no cheerleading</pre>
</article>
<article class="example-card example-card-wide">
<h2>What gets exported</h2>
<p>
The goal is a compact language guide you can bring into GPT, Claude, Gemini, a local model,
or an agent. Instead of re-explaining your whole operating system every time, you can start
with a few tokens that carry the context.
</p>
<pre class="code-sample">Today: 🪫 zero bandwidth + 📬 inbox + 🧱 task-initiation
Use: low compression, one step at a time, 🚫 no pep talk
Ask before adding structure.</pre>
<p>
At first, you will probably use the sigils with words. As you and your AI get more familiar
with the language, you can type only the emojis. The point is that you are learning the
language together, which can help on days when finding words is hard.
</p>
<pre class="code-sample">🪫 📬 🧱 🚫
Translation:
Low bandwidth. Inbox. Task-initiation stuck. No pep talk.</pre>
</article>
<article class="example-card example-card-wide">
<h2>Try the tool</h2>
<p>
Egregore is built as a terminal tool for people who want more control over how their AI
sessions begin, remember context, and respond to access needs.
</p>
<div class="button-row">
<a class="button" href="https://github.com/sparrowpanton/egregore">View on GitHub</a>
<a class="button button-secondary" href="https://github.com/sparrowpanton/Disability-Justice-LLM">
Read the research
</a>
</div>
</article>
</div>
</section>
</main>
<footer class="site-footer">
<p>Open source. MIT licensed. Take it. Fork it. Make it yours.</p>
</footer>
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