Swarms Contributors Portal

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Active Tasks

#2865 [BUG][Agent.reliability_check][RouteHub below 0.4.0 flags provider-prefixed models as unsupported and caps max_tokens at 8192]

bug
ai-generated
kyegomezkyegomez•Opened about 11 hours ago

#2864 [CHORE][LiteLLM.__init__][Deprecate the caching parameter, which RouteHub ignores]

bug
ai-generated
kyegomezkyegomez•Opened about 11 hours ago

#2863 [BUG][Agent.run][An answer cut off at max_tokens with no text is returned as an empty string without a warning]

bug
ai-generated
kyegomezkyegomez•Opened about 11 hours ago

#2862 [BUG][LiteLLM.run][The NetworkConnectionError path never fires because the gateway raises OpenAI SDK exception types]

bug
ai-generated
kyegomezkyegomez•Opened about 11 hours ago

#2861 [BUG][Agent._handle_run_error][A brace in a provider error raises KeyError and skips fallback models]

bug
ai-generated
kyegomezkyegomez•Opened about 11 hours ago

#2848 [CHORE][AutoSwarmBuilder][Delete the unused AgentsConfig model]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2847 [CHORE][SwarmRouter.fetch_message_history_as_string][Delete the unused method]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2846 [CHORE][Agent.check_available_tokens][Delete the unused method]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2845 [CHORE][Agent.to_toml][Delete the unused method]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2844 [CHORE][DynamicSkillsLoader][Delete the four methods nothing calls]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2843 [DOCS][MixtureOfAgents][Say what the id parameter does instead of 'accepted for API compatibility']

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2842 [FIX][SelfMoASeq][Implement the retry parameters or remove them]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2841 [REFACTOR][GroupChat][Remove the deprecated idle_timeout parameter]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2840 [REFACTOR][SequentialWorkflow][Remove the unread shared_memory_system parameter]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2839 [REFACTOR][AgentRearrange][Remove the unread memory_system parameter]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2838 [CHORE][hierarchical_structured_communication_framework][Delete the module and everything that references it]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2837 [FIX][MajorityVoting][Replace the shared mutable default for additional_consensus_agent_kwargs]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2836 [FIX][Agent.arun, Agent.__call__][Handle a failed run once instead of twice]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2835 [REFACTOR][Conversation][Remove the unread output_metadata parameter]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2834 [FIX][HeavySwarm][Honour the agents parameter or raise on it]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2833 [FIX][MixtureOfAgents][Default aggregator_model_name to DEFAULT_MODEL_NAME]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2832 [DOCS][CLAUDE.md][Describe PlannerWorkerSwarm, GroupChat and the CI note as the code is]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2831 [REFACTOR][Agent.run][Remove the unused correct_answer parameter]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2830 [REFACTOR][ConcurrentWorkflow][Keep autosave as the only save flag and remove auto_save]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2827 [FEAT][Conversation.truncate][Add a method that cuts the history at an index]

ai-generated
kyegomezkyegomez•Opened 1 day ago

#2815 [BUG][OneOnOneDebate.run][Each turn records and forwards the speaker's whole transcript, so context compounds every turn]

ai-generated
ayaangazaliayaangazali•Opened 1 day ago

#2814 [FIX][Agent.add_tool][Rebuild the tool schemas, executor and LLM when tools are added or removed]

ai-generated
ayaangazaliayaangazali•Opened 1 day ago

#2813 [BUG][AgentRearrange._messages_for][team_awareness never sends the flow structure to any agent]

ai-generated
ayaangazaliayaangazali•Opened 1 day ago

#2781 [REFACTOR][llm_backend][Remove litellm and make RouteHub the default and only model-call backend]

ai-generated
kyegomezkyegomez•Opened 4 days ago

#2780 [CHORE][tests][Skip LLM-calling tests when no API key is set]

ai-generated
kyegomezkyegomez•Opened 4 days ago

#2737 [FEAT][Agent.run][Add an option to run with a fresh conversation instead of the accumulated one]

ai-generated
kyegomezkyegomez•Opened 6 days ago

#2736 [FEAT][GroupChat][Cut bidding cost with a cheap bid model, top-k bidders or a selector mode]

ai-generated
kyegomezkyegomez•Opened 6 days ago

#2735 [FEAT][Agent.print_on][Make console output opt-in instead of on by default]

ai-generated
kyegomezkyegomez•Opened 6 days ago

#2734 [PERF][swarms.__init__][Load structures and prompts lazily so importing Agent does not load 53 structure modules]

ai-generated
kyegomezkyegomez•Opened 6 days ago

#2726 [BUG][AutoSwarmBuilder.__init__][Accept the documented max_agents and max_json_repair_attempts arguments]

ai-generated
kyegomezkyegomez•Opened 7 days ago

#2718 [BUG][Agent.update_system_prompt][The new prompt never reaches the model because the LLM client keeps its construction-time copy]

ai-generated
kyegomezkyegomez•Opened 7 days ago

#2717 [FIX][initialize_logger][Turn off diagnose on file sinks so local variables and keys are not written to logs]

ai-generated
kyegomezkyegomez•Opened 7 days ago

#2714 [DOCS][CLAUDE.md][Fix CouncilAsAJudge, DebateWithJudge, HeavySwarm and PlannerWorkerSwarm examples and run doc blocks in CI]

ai-generated
kyegomezkyegomez•Opened 7 days ago

#2713 [PERF][Agent.run_concurrent_tasks][Size the thread pool by task count, not os.cpu_count, for I/O-bound model calls]

ai-generated
kyegomezkyegomez•Opened 7 days ago

#2712 [PERF][ContextCompressor.should_compress][Track history bytes incrementally instead of re-encoding the whole history every loop]

ai-generated
kyegomezkyegomez•Opened 7 days ago

Active Missions

Bug Hunter

Fix 5 critical bugs this week

60% Complete+500 XP

Speed Demon

Submit 10 PRs in 24 hours

30% Complete+1000 XP

Code Master

Get 5 PRs merged

80% Complete+750 XP