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Active Tasks
#1297 [IMPROVEMENT] Implement full streaming support in autonomous loop structure (max_loops='auto')
enhancement
good first issue
#1295 [DOCS] Comprehensive guide for Agent output formats and Swarm architecture response types
documentation
good first issue
#1294 [FEAT] Add autonomous agent structure max_loops='auto' support in CLI
#1293 [FEAT] Integrate Anthropic's Agent Skills (SKILL.md) prompting mechanism into agent.py
#1292 [FEAT][Implement TCAndon-Router: Adaptive Reasoning Router for Multi-Agent Collaboration paper in swarms.structs]
enhancement
FEAT
#1272 [DOCS] Create example tutorials for multi-agent architectures in mkdocs examples section
documentation
#1270 [FEAT] Improve agent saving state and loading in agent.py
enhancement
good first issue
FEAT
#1269 [FEAT] Improve telemetry log capture for swarms platform visibility
enhancement
good first issue
FEAT
#1268 [FEAT] Improve autosaving logic for multi-agent architectures
enhancement
good first issue
FEAT
#1261 [BUG] Reasoning agents going into never-ending death spirals
bug
#1232 [BUG][Fix grammatical errors in filenames]
bug
#1199 [FEAT][OpenTelemetry Integration][Bounty][100$]
enhancement
FEAT
#1169 [FEAT][Paper implmentation] [ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking]
enhancement
FEAT
#1159 [Tests][Bug][Update Tests from swarms.structs]
bug
tests
[TESTS]
#1154 [Tests][Add tests for any structures in swarms.structs with no tests]
tests
[TESTS]
#1150 [FEAT][Add Streaming to All Multi-Agent Structures][Sequential Workflow][MajorityVoting]
enhancement
FEAT
#1143 [BUG] [uvloop fails to build on Python 3.14t; use stdlib asyncio policies instead]
bug
#1059 [FEAT][Add Streaming Callbacks to SequentialWorkflow]
enhancement
help wanted
FEAT
#1049 [EXAMPLES][Make HierarchicalStructuredCommunicationFramework Examples]
bug
documentation
#1042 [Improvement][Ensure MCP Configuration compatibility]
enhancement
good first issue
FEAT
#1013 [FEAT][Add UI For AutoSwarmBuilder]
bug
#1006 [DEMO][Chief of Staff Swarm]
bug
#1004 [IMPROVEMENT][Improve HiearchicalSwarm]
bug
#957 [FEAT][Implement ElectionSwarm]
bug
#939 [FEAT] [improve the AutoSwarmBuilder with autonomous evaluation]
enhancement
FEAT
#936 [BUG] [Agent Tool Usage No Work with Streaming Enabled]
bug
#910 [Products] Make products that solve real problem
#909 [TUTORIAL][Idea] Make full stack apps with swarms and v0.dev [maybe video or blog]
#794 [Function] Integration with the TypeDB graph database
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