genpark-tree-of-thoughts-mcts-evaluator-skill
Tree of Thoughts (ToT) Monte Carlo Tree Search (MCTS) reasoning engine with UCB1 exploration-exploitation balance and state backpropagation.
Details
- External ID
- 1363384297
- Source
- GITHUB
- Company
- —
- Product
- genpark-tree-of-thoughts-mcts-evaluator-skill
- Website domain
- github.com
- Launched
- Sept. 10, 2026
- Cohort
- —
- Upvotes
- 7
- Upvotes percentile
- 0.05976172175249808
- Tags
- agent-reasoning, agentic-ai, genpark-skill, mcts, tot, tree-of-thoughts
- Fetched at
- Sept. 14, 2026, 1:02 a.m.
- Updated at
- Sept. 14, 2026, 1:02 a.m.
Enrichment
- Theme
- specialized AI models and agent reasoning tools
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- mcts reasoning engine for tree-of-thoughts exploration
- Manually corrected
- False
Could you build this?
Yes Monte Carlo Tree Search with Tree-of-Thoughts and UCB1 exploration is a well-documented algorithmic pattern that LLMs can generate and structure into an agent skill.
Competitors
Other products that read as similar to this one — 171 launches clear the similarity bar, closest 8 shown.
Attention rank: #68 of 172 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 314 days after the earliest competitor.
- genpark-tree-of-thoughts-beam-search-reasoner-skill · github · 2026-09-28 · 7 upvotes · similarity 0.62
- genpark-mcts-monte-carlo-tree-search-skill · github · 2026-09-28 · 7 upvotes · similarity 0.50
- genpark-hypothesis-welch-t-test-statistical-evaluator-skill · github · 2026-09-28 · 7 upvotes · similarity 0.48
- genpark-instruction-selection-max-munch-skill · github · 2026-09-10 · 7 upvotes · similarity 0.47
- genpark-recursive-descent-ast-parser-skill · github · 2026-09-10 · 7 upvotes · similarity 0.43
- genpark-recursive-descent-ast-parser-skill · github · 2026-09-10 · 7 upvotes · similarity 0.43
- genpark-markov-decision-process-value-iteration-skill · github · 2026-09-09 · 8 upvotes · similarity 0.43
- genpark-markov-decision-process-value-iteration-skill · github · 2026-09-09 · 8 upvotes · similarity 0.43
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.