swarms
Python Mediumkyegomez/swarms
6,122 stars
795 forks
17 open issues
Active Mar 2026
Beginner-Friendly Issues 17
Issues tagged for new contributors
Feature: AgentID for enterprise agent identity and trust
#1495 · Mar 22, 2026
enhancement good first issue FEAT
[feat][GraphWorkflow] Add validate() method for pre-run graph correctness checks
#1485 · Mar 20, 2026
enhancement help wanted FEAT
[feat][GraphWorkflow] Add checkpoint_dir parameter for mid-graph persist and resume
#1484 · Mar 20, 2026
enhancement help wanted FEAT
enhancement help wanted FEAT
[feat][GraphWorkflow] Add on_node_complete streaming callback hook
#1482 · Mar 20, 2026
enhancement help wanted FEAT
[feat][GraphWorkflow] Fix max_loops to accumulate results across all loops
#1481 · Mar 20, 2026
enhancement help wanted FEAT
[feat][ Implement grok-4-20-heavy Architecture
#1477 · Mar 19, 2026
enhancement good first issue FEAT
[feat] Support agent repetition in AgentRearrange flow
#1466 · Mar 17, 2026
[feat] Add pipeline parallelism and fix batch_run to use ThreadPoolExecutor
#1463 · Mar 17, 2026
enhancement help wanted FEAT
[perf] Drop redundant any_to_str() calls in AgentRearrange
#1462 · Mar 17, 2026
enhancement help wanted FEAT
[feat] Parse AgentRearrange flow once at init, not per-run
#1461 · Mar 17, 2026
enhancement help wanted FEAT
[feat] Cache Conversation.get_str() with invalidation on new messages
#1460 · Mar 17, 2026
enhancement help wanted FEAT
Add docs example: Integrate Ollama with a custom base LLM in Agent
#1457 · Mar 17, 2026
Add docs example: Integrate Hugging Face with a custom base LLM in Agent
#1456 · Mar 17, 2026
documentation good first issue
GNAP: git-native task coordination for enterprise Swarms deployments
#1449 · Mar 14, 2026