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Decision brief
Persistent memory & governed autonomy for AI Agents, built in Python.
Good fit when
- When you need persistent memory and structured reasoning capabilities that enhance any LLM used as an AI agent or assistant.
Avoid when
- If your project requires a platform with extensive pre-built integrations beyond mere memory management for LLMs, Athena-Public may not offer sufficient out-of-the-box integration support.
Observed Jul 12, 2026 · Source: enrich:decision_facts
Verify the decision
Maintenance and security
Full trust report- Maintenance
- Very active (0d since push)
- As of today
- Provenance
- Not a fork · Personal account
- As of today
- Security (OSV)
- No lockfile
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install Athena-Public PyPISimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
Persistent memory, structured reasoning, and governed autonomy for any LLM.
Capability facts
- CLI
- CLI entrypoint
Source: pyproject.toml:[project.scripts] · Aug 23, 2026
- Languages
- python
Source: github.language+pyproject.toml · Aug 23, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Tags
README
3. Install the SDK (optional — enables CLI commands)
---
# Lightweight install (~30 seconds, no ML dependencies)
pip install -e .
---
# Full install (~5–10 min, enables vector search and reranking)
pip install -e ".[full]"
⚠️ Don't
pip install athena-cli— that's a different, unrelated package. Always install from inside the cloned repo.
💰 Cost
Athena is free. Forever. MIT licensed. You only pay for the AI subscription you're probably already paying for.
| Plan | Cost | Who It's For |
|---|---|---|
| Google Antigravity (free tier) | $0 | Try Athena first — included with any Google account (Pro available at reduced quota) |
| Claude Pro / Google AI Pro | ~$20/mo | Daily users — the sweet spot for most people |
| Claude Max / Google AI Ultra | $100–$200/mo | Power users managing multiple domains (8+ hrs/day) — Max 5x $100, Max 20x $200, Ultra $100/$200 tiers |
Try before you buy. Athena works with Google Antigravity's free tier — clone the repo, type
/start, and see if it clicks. No credit card, no trial period, no catch. The free tier includes Pro models at reduced quota — enough to evaluate whether Athena works for you. Upgrade when you need higher throughput.
Why $200/mo sounds expensive — until you do the math. A single employee costs $5,000+/mo in salary, benefits, and management overhead. An AI agent on a max-tier subscription costs $200/mo, works 24/7, doesn't call in sick, and scales to any domain you throw at it. For best results, subscribe to the max plan on any one platform (Claude Max, Google AI Ultra, etc.) — the difference between $20/mo and $200/mo is the difference between a tool you use occasionally and a tool that runs your life. Heavy users routinely consume $2K–$3K+ in equivalent API costs per month — the flat subscription turns variable cost into fixed cost. For quota-limited plans (which is now the norm — Google has tightened rate limits significantly since April 2026), use
/minmaxmode to maximize output quality per token — the MinMax doctrine maintains the same quality floor while reducing token consumption by ~74%.
For peak performance, use
/ultrastartevery session. On a flat-rate plan, the marginal cost of deeper thinking is $0 — so the cost of under-thinking always exceeds the cost of over-thinking./ultrastartloads ~20K tokens of structured context (identity, canonical memory, active state, semantic bridge) every session. On API pricing, this costs $2–5/session. On a $200/mo flat plan, it costs nothing. However: on quota-limited plans (most plans since Apr 2026), Athena defaults to/start(~10K tokens) with the MinMax protocol, reserving/ultrastartfor high-complexity sessions. The pricing model of the underlying compute layer directly determines Athena's performance ceiling.
Boot cost is 2K–20K tokens (depending on mode) — constant whether it's session 1 or session 10,000. Details →
[!NOTE] Athena works with any model, but governance protocols and multi-step reasoning perform best with frontier models (e.g. Claude Fable 5, Gemini 3.5 Pro, GPT-5.6 Sol). Start with the free tier to test compatibility with your preferred model.
[!TIP] Save money getting started (updated Jul 2026). Google still offers a 1-month free trial on AI Pro for new subscribers, and AI Pro family sharing lets one subscriber extend AI benefits to up to 5 family members at no extra cost. Ultra pricing improved in May 2026: the top tier dropped from $249.99 to $200/mo, and a new $100/mo Ultra tier was added for lighter-but-regular development loads. Antigravity quotas were also raised roughly 9x from their April 2026 low point, so the old weekly-cap anxiety is mostly obsolete — though weekly limits still exist for sustained heavy use, and how Antigravity quota interacts with family sharing is not clearly documented (coordinate if mul
For agents
This page has a .md twin and JSON over the API.