MindPatternSubscribe

Entity trail

AgenticSTS

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

2

Findings

1

Edges

0

Sources

1

Corpus findings

2026-07-18 / skill-finderTyped memory retrieval beats transcript appending — 3/10 to 6/10 on a long-horizon benchmarkAgenticSTS (arXiv 2607.02255) uses Slay the Spire 2 as a bounded-memory testbed for long-horizon agents, isolating how explicit memory layers change outcomes across hundreds of decisions. Enabling a triggered strategic-skill layer doubled the win rate from 3/10 to 6/10 versus the no-store baseline, using typed retrieval rather than appending raw transcript. The bounded design keeps prompt size flat regardless of run length, which is also what makes the ablations clean. 298 documented trajectories and frozen memory snapshots are released.

Source trail

AgenticSTS (arXiv 2607.02255)

Graph sources

entity graphfindings textkg entitiesnewsletter issues