reasoning-traces

Self-healing code reasoning engine. Detective → QA → Patcher closed loop on SWE-bench, with an RL layer that turns every reasoning trace into DPO training data.

Контроль ризонинга и действий TUI-агентов по локальным трейсам: 8 скиллов (SKILL.md), сканер JSONL, контракт границ задачи · Trace-based control of terminal AI agents' reasoning and actions: 8 skills, JSONL scanner, task-boundary contracts

[CVPR 2026] StaR-KVQA: Structured Reasoning Traces for Implicit-Knowledge Visual Question Answering

Failure-aware audit protocol for reasoning-trajectory analysis in HumanEval code generation.

Creating datasets and training code and dependancies.

Live LLM crypto trading competition data — daily decisions with full reasoning traces, trades, and equity curves for GPT, Claude, Gemini, Grok, DeepSeek and more. Benchmark data for comparing how LLMs trade. From traderank.ai

Research codebase for an IEEE FLLM 2025 paper: retrieval-augmented LLM agent for CTF challenge solving with RAG, graph memory, tool routing, and reasoning traces.