winstonkoh87/Athena-Public

每日信息看板 · 2026-03-10
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2026-03-10T01:52:46Z
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AI 总结

Athena-Public 是一个开源的本地认知增强层,用可读可控的 Markdown 持久化用户记忆并适配多种大模型,重要性在于它把记忆所有权、可迁移性和治理能力从平台收回到用户手中。
#GitHub #repo #开源项目 #Athena #Agent

内容摘录

!Athena Banner

<div align="center">
Project Athena

**Your memory. Your machine. Any model.**

Open-source cognitive augmentation layer that gives you persistent memory, structured reasoning, and full data ownership — across ChatGPT, Claude, Gemini, and any model you switch to next.

Platforms forget. Athena doesn't.

GitHub Stars
License: MIT
Version
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Open in Codespaces

Quickstart · How It Works · Docs · FAQ · Safety · Contributing

*Last updated: 10 March 2026*

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The Problem

You've spent months training ChatGPT to understand you. Then a model update resets the personality. Your custom instructions stop working. You can't find that conversation from last Tuesday. And if you switch to Claude or Gemini? **You start from zero.**

Platform memory is **unreliable, opaque, and locked to one provider**. You don't own it, you can't inspect it, and you can't take it with you.
Why Athena?

Athena moves the memory layer to **your machine**. Plain Markdown files that you own, version-control, and point at any model.
**🧠 Your Memory, Your Machine** — Files on your disk, not in OpenAI's cloud. Read them, edit them, git-version them.
**🔌 Switch Models Freely** — Claude today, Gemini tomorrow, GPT next week. The memory stays. The model is just whoever's on shift.
**📈 It Compounds** — Session 500 recalls patterns from session 5. Platform memory decays; Athena's doesn't.
**⚡ ~10K Token Boot** — 95% of your context window stays free, even after 10,000 sessions.
**🛡️ Governed Autonomy** — 6 constitutional laws, 4 capability levels, bounded agency.
*A generic LLM is a brilliant amnesiac. Athena is the hippocampus — the memory that makes intelligence useful.*
*Or in engineering terms: The LLM is the engine. Athena is the chassis, the memory, and the rules of the road. Swap the engine anytime — the car remembers every road you've driven.*
*The design philosophy: augment the human, not replace them.*
The Human Augmentation Thesis

Athena's centralised design principle: **augment human cognition, not replace it.** The more context you give Athena, the sharper its answers become — not by remembering your preferences, but by **reasoning differently because of what it knows about you.**

A generic LLM gives the internet's statistically average answer — correct *on average, across all humans*. Athena gives answers calibrated to *your specific situation*, because statistical correctness and personal correctness are completely different things:

<table>
<tr>
<th width="25%">Question</th>
<th width="37%">Generic LLM</th>
<th width="38%">Athena (with your context)</th>
</tr>
<tr>
<td><strong>The Trolley Problem</strong></td>
<td>
“Pull the lever — utilitarian calculus says save five lives.”
</td>
<td>
Challenges the false binary. Generates third options. Asks why you’re on the tracks in the first place. Identifies the systemic failures that created the dilemma. Refuses to solve the wrong problem.
</td>
</tr>
<tr>
<td><strong>“Should I double down on 11 vs dealer’s 6?”</strong></td>
<td>
“Yes — the math says doubling is the optimal play.”
</td>
<td>
“The math is correct, but <strong>you</strong> are betting $4K of your $4K take-home salary. Your utility function makes this −EEV. Law #1: No Irreversible Ruin. <strong>Do not bet.</strong>” — <a href="examples/protocols/decision/330-economic-expected-value.md">Protocol 330</a>
</td>
</tr>
<tr>
<td><strong>“Should I take this job offer?”</strong></td>
<td>
“Consider salary, growth potential, work-life balance...”
</td>
<td>
Cross-references your risk profile, career decision history, financial runway, and the regret patterns from your last 3 career transitions to give a recommendation specific to <em>your</em> situation.
</td>
</tr>
<tr>
<td><strong>“I keep self-sabotaging — why?”</strong></td>
<td>
“Consider therapy, practice self-compassion, journal your triggers.”
</td>
<td>
Same words, 3 different diagnoses depending on <em>who’s asking</em>: attachment wound → IFS unburdening. Executive burnout → workload audit. Undiagnosed ADHD → flag for screening. The intervention follows the diagnosis, not the surface question. — <a href="docs/CASE_STUDIES.md#case-study-2-the-200hr-therapist-alternative">Case Study #2</a>
</td>
</tr>
<tr>
<td><strong>“My partner cheated — what should I do?”</strong></td>
<td>
“They broke their vows. Leave.”
</td>
<td>
Depends: children involved? Financial entanglement? Your documented attachment patterns? Cultural context? Terminal goal — justice, stability, or healing? The “right” answer for a recently engaged 28-year-old and a parent of three with 20 years of shared assets are fundamentally different decisions.
</td>
</tr>
</table>
**Generic LLMs solve the question. Athena solves the person.** The same question, asked by different people with different lives, demands fundamentally different answers. A generic LLM can’t differentiate because it has no context. Athena can’t give the same answer twice — because the context files are different. The memory **is** the product.
What Athena Actually Does With Your Problem

Not all problems are solvable. Athena classifies and responds accordingly:

| Problem Type | What Athena Does | Example |
|:-------------|:-----------------|:--------|
| **Solvable** | Solves it | *"What's the Kelly fraction for this bet?"* → calculates, answers |
| **Optimisable** | Optimises within your chosen path | *"I've decided to freelance — help me price it"* → constraint optimization |
| **Unsolvable** | Maps every option, prices every trade-off, hands the choice back to you | *"Should I stay married or come out?"* → no clean answer exists; Athena ensures you choose with full information, not comfortable illusions |
| **Ruin-path** | Vetoes before you walk off the cliff | *"This bet risks everything"* → Law #1 override, regardless of your preference |
**Law #0** (Sovereignty): Your life, your weights, your choice. **Law #1** (No Irreversible Ruin): …unless the choice ends the game permanently. Law #1…