repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · yesterday

affaan-m/ECC

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

PossiblePossibly related (embedding) · 52%AgentCore-8B →
PossiblePossibly related (embedding) · 50%Alibaba's model never trained as an agent — and improved agent performance across seven benchmarks →
PossiblePossibly related (embedding) · 49%PACE: A Proxy for Agentic Capability Evaluation →
LinkedLinked via dependency parse · 85%0.1.0 →
“Listed in pyproject.toml”
LinkedLinked via dependency parse · 85%3.11 →
“Listed in pyproject.toml”
LinkedLinked via dependency parse · 85%ai →
“Listed in pyproject.toml”
LinkedLinked via dependency parse · 85%anthropic →
“Listed in pyproject.toml”
LinkedLinked via dependency parse · 85%auto →
“Listed in pyproject.toml”

Covers

newsAlibaba's model never trained as an agent — and improved agent performance across seven benchmarks

Implements

paperPACE: A Proxy for Agentic Capability Evaluation paperMemory as a Controlled Process: Learned Adaptive Memory Management for LLM Agents paperFrom RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models paperVideoRAE: Taming Video Foundation Models for Generative Modeling via Representation Autoencoders paperRainDancer: RGB-Event Video Deraining with Rain-Oriented Spiking Dynamics paperChatImage: Navigating Long-Form LLM Answers through Interactive Images paperWatermark Forensics for Generative Models: An Information-Theoretic Perspective paperBeyond Supervised Clarification: Input Rewriting with LLMs for Dialogue Discourse Parsing paperPanoWorld: Real-World Panoramic Generation paperAre Performance-Optimization Benchmarks Reliably Measuring Coding Agents?paperWat3R: Underwater 3D Geometry Learning without Annotations paperHierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs paperDanus: Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory paperAgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents paperStable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates paperFrom SRA to Self-Flow: Data Augmentation or Self-Supervision?paperFADRA: Frequency-Aware Diffusion with Residual Adaptation for Video Face Restoration paperWeak-to-Strong Generalization via Direct On-Policy Distillation paperBrainPilot: Automating Brain Discovery with Agentic Research paperLQCDMaster: Agentic Scientific Computing for Lattice Quantum Chromodynamics Research paperOmniaBench: Benchmarking General AI Agents Across Diverse Scenarios paperCan We Trust Item Response Theory for AI Evaluation?paperRoboTTT: Context Scaling for Robot Policies paperSeek to Segment: Active Perception for Panoramic Referring Segmentation paperBefore the Action: Benchmarking LLMs on Prospective Hypothesis Discovery paperPerceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual Reasoning paperFinSAgent: Corpus-Aligned Multi-Agent RAG Framework for Evidence-Grounded SEC Filing Question Answering paperHOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enchancement paperQIRF Quantum-Inspired Non-Orthogonal Function-Space Compression for 3D Gaussian Splatting paperCan We Break LLMs Out of Self-Loops? Fine-Grained Reasoning Control with Activation Steering paperFrom Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action Model paperVerifiable Self-Evolution for Open-Ended Dialogue Skills via Future-Feedback Prediction paperOff-Context GRPO: Learning to Reason on Hard Problems using Privileged Information paperABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU paperLLM-as-a-Verifier: A General-Purpose Verification Framework paperOLEDLM: A Unified Language Model for OLED Molecular Design paperToward Reliable RGB-D Semantic Segmentation: Handling Missing Modalities via Condition Dropout paperHow Does Urban Context Relate to Residential Building Health? A Vision-POI Fusion Framework for Building-Level Housing Inspection paperHeadCast: Casting Attention Heads for Efficient Autoregressive Video Generation paperA Definition and Roadmap for World Models paperAREX: Towards a Recursively Self-Improving Agent for Deep Research paperMean-to-Score Discrete Diffusion: Posterior-Mean Denoisers for Score Entropy paperCLUIE: Clustering-Aware Recurrent Propagation with Local Structural Compensation for Underwater Image Enhancement paperSPDCN: Strip-based Deformable Convolutional Network for Steel Surface Defect Segmentation paperBarzilai-Borwein Fails Superlinear Convergence on an Open Set of Quadratics for Every Dimension $n\geq 4$paper3D-Aware VLMs with Implicit and Explicit Geometries paperAutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design paperEnvs-FORGE: Frontier-Optimized Reward-Grounded Environment Synthesis for Agent RL

Related across the graph

paperAre Performance-Optimization Benchmarks Reliably Measuring Coding Agents?paperFrom RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models tooli paperChatImage: Navigating Long-Form LLM Answers through Interactive Images paperBeyond Supervised Clarification: Input Rewriting with LLMs for Dialogue Discourse Parsing paperToward Reliable RGB-D Semantic Segmentation: Handling Missing Modalities via Condition Dropout tooljs-yaml paperPanoWorld: Real-World Panoramic Generation toolollama paperBefore the Action: Benchmarking LLMs on Prospective Hypothesis Discovery toole paperWat3R: Underwater 3D Geometry Learning without Annotations paperAutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design personozoz5 toole501 paperBrainPilot: Automating Brain Discovery with Agentic Research toolopenai paperHierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs paperDanus: Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory paperWatermark Forensics for Generative Models: An Information-Theoretic Perspective paperOLEDLM: A Unified Language Model for OLED Molecular Design personclaude paperAgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents paperOff-Context GRPO: Learning to Reason on Hard Problems using Privileged Information personVictor-Casado paperStable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates paperFrom SRA to Self-Flow: Data Augmentation or Self-Supervision?personchris-yyau paperSPDCN: Strip-based Deformable Convolutional Network for Steel Surface Defect Segmentation personxingzihai toolpy311 toolglobals paperEnvs-FORGE: Frontier-Optimized Reward-Grounded Environment Synthesis for Agent RL paperCan We Trust Item Response Theory for AI Evaluation?paperFADRA: Frequency-Aware Diffusion with Residual Adaptation for Video Face Restoration toolsrc paperSeek to Segment: Active Perception for Panoramic Referring Segmentation personAnish29801 paperLLM-as-a-Verifier: A General-Purpose Verification Framework personshimo4228 paperHOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enchancement tool@eslint/js persongnpthbalaji personLidang-Jiang paperA Definition and Roadmap for World Models paperLQCDMaster: Agentic Scientific Computing for Lattice Quantum Chromodynamics Research tooln persondependabot[bot]paperCLUIE: Clustering-Aware Recurrent Propagation with Local Structural Compensation for Underwater Image Enhancement toolllm tool@opencode-ai/plugin paperWeak-to-Strong Generalization via Direct On-Policy Distillation personCopilot paperPACE: A Proxy for Agentic Capability Evaluation tool@types/node tooltypescript paperBarzilai-Borwein Fails Superlinear Convergence on an Open Set of Quadratics for Every Dimension $n\geq 4$personpvgomes paperHow Does Urban Context Relate to Residential Building Health? A Vision-POI Fusion Framework for Building-Level Housing Inspection paperABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU paperMemory as a Controlled Process: Learned Adaptive Memory Management for LLM Agents personJamkris toolup042 toolajv paperFrom Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action Model paperVideoRAE: Taming Video Foundation Models for Generative Modeling via Representation Autoencoders tool3.11 paperAREX: Towards a Recursively Self-Improving Agent for Deep Research toolc8 personpythonstrup toolup personhahmee personOkminLee paperPerceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual Reasoning toolanthropic paperMean-to-Score Discrete Diffusion: Posterior-Mean Denoisers for Score Entropy toolf personXabilimon1 toolllm-abstraction newsAlibaba's model never trained as an agent — and improved agent performance across seven benchmarks toolreadme.md modelAgentCore-8B paperRainDancer: RGB-Event Video Deraining with Rain-Oriented Spiking Dynamics personaffaan-m toolmarkdownlint-cli tool@iarna/toml toolw toolai tooltests personpangerlkr toolmit paperVerifiable Self-Evolution for Open-Ended Dialogue Skills via Future-Feedback Prediction paperFinSAgent: Corpus-Aligned Multi-Agent RAG Framework for Evidence-Grounded SEC Filing Question Answering personNomadu27 toolauto paperHeadCast: Casting Attention Heads for Efficient Autoregressive Video Generation personitkdm paperQIRF Quantum-Inspired Non-Orthogonal Function-Space Compression for 3D Gaussian Splatting person694344851 toolhatchling.build paperCan We Break LLMs Out of Self-Loops? Fine-Grained Reasoning Control with Activation Steering personzdocapp toolsql.js toolhatchling tooleslint tool0.1.0 paperOmniaBench: Benchmarking General AI Agents Across Diverse Scenarios paper3D-Aware VLMs with Implicit and Explicit Geometries paperRoboTTT: Context Scaling for Robot Policies personlamenting-hawthorn persongaurav0107

Topics