repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago
jnMetaCode/agency-agents-zh
🎭 267 个即插即用的 AI 专家角色 — 支持 Hermes Agent/Claude Code/Cursor/Copilot 等 18 种工具，覆盖工程/设计/营销/金融等 20 个部门。含 52 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉等）。搭配编排器 agency-orchestrator，一句话即可让多位专家按 DAG 自动协作。
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.
- FuzzySimilar title/name (fuzzy) · 59%Autoresearch with Coding Agents: Generalizers and Metric-Maximizers on Quran Recitation Data →
“Fuzzy title match (0.73): “Autoresearch with Coding Agents: Generalizers and Metric-Max” ≈ “jnMetaCode/agency-agents-zh””
- FuzzySimilar title/name (fuzzy) · 59%Dynamo: Dynamic Skill-Tool Evolution for Vision-Language Agents →
“Fuzzy title match (0.73): “Dynamo: Dynamic Skill-Tool Evolution for Vision-Language Age” ≈ “jnMetaCode/agency-agents-zh””
- FuzzySimilar title/name (fuzzy) · 59%VEXAIoT: Autonomous IoT Vulnerability EXploitation using AI Agents →
“Fuzzy title match (0.73): “VEXAIoT: Autonomous IoT Vulnerability EXploitation using AI ” ≈ “jnMetaCode/agency-agents-zh””
- FuzzySimilar title/name (fuzzy) · 59%The Ethics of Autonomous AI Agents for Offensive Security →
“Fuzzy title match (0.73): “The Ethics of Autonomous AI Agents for Offensive Security” ≈ “jnMetaCode/agency-agents-zh””
- FuzzySimilar title/name (fuzzy) · 59%ACE: Pluggable Adaptive Context Elasticizer across Agents →
“Fuzzy title match (0.73): “ACE: Pluggable Adaptive Context Elasticizer across Agents” ≈ “jnMetaCode/agency-agents-zh””
- FuzzySimilar title/name (fuzzy) · 59%Do AI Agents Know When a Task Is Simple? Toward Complexity-Aware Reasoning and Execution →
“Fuzzy title match (0.73): “Do AI Agents Know When a Task Is Simple? Toward Complexity-A” ≈ “jnMetaCode/agency-agents-zh””
- FuzzySimilar title/name (fuzzy) · 59%Harnessing Code Agents for Automatic Software Verification →
“Fuzzy title match (0.73): “Harnessing Code Agents for Automatic Software Verification” ≈ “jnMetaCode/agency-agents-zh””
- FuzzySimilar title/name (fuzzy) · 59%Enhancing Virtual Agents through SLMs and Edge-Computing: An Exploratory Evaluation of Think and Memory Processes →
“Fuzzy title match (0.73): “Enhancing Virtual Agents through SLMs and Edge-Computing: An” ≈ “jnMetaCode/agency-agents-zh””
Implements
paperAutoresearch with Coding Agents: Generalizers and Metric-Maximizers on Quran Recitation DatapaperDynamo: Dynamic Skill-Tool Evolution for Vision-Language AgentspaperVEXAIoT: Autonomous IoT Vulnerability EXploitation using AI AgentspaperThe Ethics of Autonomous AI Agents for Offensive SecuritypaperACE: Pluggable Adaptive Context Elasticizer across AgentspaperDo AI Agents Know When a Task Is Simple? Toward Complexity-Aware Reasoning and ExecutionpaperHarnessing Code Agents for Automatic Software VerificationpaperEnhancing Virtual Agents through SLMs and Edge-Computing: An Exploratory Evaluation of Think and Memory ProcessespaperSelf-rewarding agents that retrace failurespaperDeepStress: Stress-Testing Deep Search AgentspaperWhen Does Combining Language Models Help? A Co-Failure Ceiling on Routing, Voting, and Mixture-of-Agents Across 67 Frontier ModelspaperAlways-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgentspaperMRMS: A Multi-Resolution Memory Substrate for Long-Lived AI AgentspaperToolFailBench: Diagnosing Tool-Use Failures in LLM AgentspaperDigital Pantheon: Simulating and Auditing Coalition Formation with LLM AgentspaperMM-ToolSandBox: A Unified Framework for Evaluating Visual Tool-Calling AgentspaperA Tutorial on Autonomous Fault-Tolerant Control Using Knowledge-Grounded LLM AgentspaperInformation Gain-based Rollout Policy Optimization: An Adaptive Tree-Structured Rollout Approach for Multi-Turn LLM AgentspaperEmpowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task PlanningpaperClarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific CollaborationpaperMetaSkill-Evolve: Recursive Self-Improvement of LLM Agents via Two-Timescale Meta-Skill EvolutionpaperTask-Specific Multimodal Question Answering Agents via Confidence Calibration and Incremental Reasoning for QANTA 2026paperStagedWorkspace: A Versioned Workspace for Knowledge-Work AgentspaperPolicy-Invariant Reward Shaping from LLM Feedback: A Framework for Hybrid RL AgentspaperOn the Fragility of Self-Improving Agents: Variance, Task Order, and Underspecification
Related across the graph
paperOn the Fragility of Self-Improving Agents: Variance, Task Order, and UnderspecificationpaperAlways-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgentspaperWhen Does Combining Language Models Help? A Co-Failure Ceiling on Routing, Voting, and Mixture-of-Agents Across 67 Frontier ModelspaperDynamo: Dynamic Skill-Tool Evolution for Vision-Language AgentspaperAutoresearch with Coding Agents: Generalizers and Metric-Maximizers on Quran Recitation DatapaperDeepStress: Stress-Testing Deep Search AgentspaperMRMS: A Multi-Resolution Memory Substrate for Long-Lived AI AgentspaperInformation Gain-based Rollout Policy Optimization: An Adaptive Tree-Structured Rollout Approach for Multi-Turn LLM AgentspaperThe Ethics of Autonomous AI Agents for Offensive SecuritypaperVEXAIoT: Autonomous IoT Vulnerability EXploitation using AI AgentspaperA Tutorial on Autonomous Fault-Tolerant Control Using Knowledge-Grounded LLM AgentspaperSelf-rewarding agents that retrace failurespaperMetaSkill-Evolve: Recursive Self-Improvement of LLM Agents via Two-Timescale Meta-Skill EvolutionpaperACE: Pluggable Adaptive Context Elasticizer across AgentspaperDo AI Agents Know When a Task Is Simple? Toward Complexity-Aware Reasoning and ExecutionpaperClarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific CollaborationpaperEmpowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task PlanningpaperHarnessing Code Agents for Automatic Software VerificationpaperToolFailBench: Diagnosing Tool-Use Failures in LLM AgentspaperTask-Specific Multimodal Question Answering Agents via Confidence Calibration and Incremental Reasoning for QANTA 2026paperPolicy-Invariant Reward Shaping from LLM Feedback: A Framework for Hybrid RL AgentspaperMM-ToolSandBox: A Unified Framework for Evaluating Visual Tool-Calling AgentspaperEnhancing Virtual Agents through SLMs and Edge-Computing: An Exploratory Evaluation of Think and Memory ProcessespaperStagedWorkspace: A Versioned Workspace for Knowledge-Work AgentspaperDigital Pantheon: Simulating and Auditing Coalition Formation with LLM Agents