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AgenticSTS
Copyright 2026 Shanda AI Research
This product includes software developed by the AgenticSTS project.
================================================================================
Companion repositories
================================================================================
The full AgenticSTS release spans three repositories that interoperate:
* AgenticSTS/ — agent code, static game knowledge.
* AgenticSTS-Data/ — dynamic data: 298 game trajectories from the paper,
frozen L4/L5 memory snapshots at SHA 1888a62, analysis scripts.
Released under CC-BY-4.0.
* AgenticSTS-Mod/ — the Godot 4.5 / .NET 9 Slay the Spire 2 mod that
exposes the REST/MCP gameplay interface used by this agent. AGPL-3.0.
================================================================================
Third-party acknowledgements
================================================================================
* AgenticSTS-Mod is a fork of CharTyr/STS2-Agent
(https://github.com/CharTyr/STS2-Agent). Its license terms are documented
inside that sibling repository; please consult the LICENSE file shipped
there before redistributing the mod.
* The MCP gameplay-protocol REST reference implementation is by
Gennadiyev/STS2MCP (https://github.com/Gennadiyev/STS2MCP). This project
is API-compatible but distributes its own implementation; we cite the
reference implementation in the paper.
* External calibration sources are cached under external_calibration/ with
capture-date metadata. Original attribution is preserved inline alongside
each cached snapshot:
- AGI-Eval leaderboard for Slay the Spire 2 LLM agents
(community blog source; attribution-only fragments)
- Mega Crit / Spiracle community statistics (player win rates;
developer/community communications, attribution to Mega Crit)
- Spire Codex database (cards, relics, enemies, encounters, events).
Source code at https://github.com/spirecodex/ is licensed under
PolyForm Noncommercial 1.0.0; the cached snapshot here ships only
numerical inventory extracts, not Spire Codex source code.
- sts2.fun community statistics (no explicit license posted at the
time of capture; attribution conservative path)
Please cite the original sources when quoting these numbers. The cached
copies exist for reproducibility (so paper calibration rows can be
re-checked under identical inputs), not as a substitute for citing the
primary source.
================================================================================
Game distribution
================================================================================
This project does NOT include or redistribute the Slay the Spire 2 game.
To run the harness end-to-end you must have a legal copy of Slay the Spire 2
from Mega Crit Games. The mod attaches to your local game installation; the
agent communicates with the running game via the REST/MCP interface on
localhost:8128.