roampal

About roampal

Roampal Memory that learns what works. So you can do more of it. Say it worked. Say it didn't. The AI remembers. Stop re-explaining yourself every conversation. Roampal remembers outcomes, learns from feedback, and gets smarter over time—all 100% private and local. 85.8% non-adversarial on LoCoMo (1,986 questions). +23 pts over raw ingestion. Absorbs 1,135 poison memories losing only 4 pts. (Paper) Benchmark Results LoCoMo dataset (1,986 questions, 5 categories, corrected ground truths). Evaluated with roampal-labs. Dual-graded by local 20B + MiniMax M2.7. Re

Quick Facts

Compatible Skills

These tools work well together with roampal for enhanced workflows:

• SuperPowersWUI — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
• codec — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
• Deus — semantic(0.35)+complementary+same_lang+similar_pop+shared_platform (57%)
• permafrost-tools — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)

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Frequently Asked Questions