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Active Tasks
#1517 [feat][SequentialWorkflow] Drift Detection Agent
#1504 Typo/Inconsistency: "hiearchical" vs "Hierarchical" across codebase
#1488 Bug: generate_swarm_config incompatible with Anthropic models (temperature + top_p conflict)
#1485 [feat][GraphWorkflow] Add validate() method for pre-run graph correctness checks
enhancement
help wanted
FEAT
#1484 [feat][GraphWorkflow] Add checkpoint_dir parameter for mid-graph persist and resume
enhancement
help wanted
FEAT
#1482 [feat][GraphWorkflow] Add on_node_complete streaming callback hook
enhancement
help wanted
FEAT
#1462 [perf] Drop redundant any_to_str() calls in AgentRearrange
enhancement
help wanted
FEAT
#1461 [feat] Parse AgentRearrange flow once at init, not per-run
enhancement
help wanted
FEAT
#1456 Add docs example: Integrate Hugging Face with a custom base LLM in Agent
documentation
good first issue
#1400 DynamicSkillsLoader lacks true progressive/tiered skill loading
enhancement
good first issue
#1344 [FEAT][Github Workflow for Discord Updates]
bug
enhancement
FEAT
#1335 [FEAT] Integrate Claude Code API as external agent compatible with swarms ecosystem
#1334 Update sequential and hierarchical workflow docs with new save parameters
#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
enhancement
FEAT
#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
#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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