swarms · Issues· 226 open

[BUG][HierarchicalSwarm.prepare_worker_agents][multi_agent_prompt_improvements appends to system_prompt after the LLM is built, so it never reaches the model and piles up]

[BUG][Agent.run][n > 1 drops img, imgs, streaming_callback and kwargs, so every sample runs without the image]

[BUG][AuctionSwarm/_extract_bid][Six copies of the tool-call unwrap accept different provider shapes, so every bid silently ties]

[Bug][AgentRearrange] concurrent_run shares task state and silently truncates image batches

[BUG][AutonomousAgentLoop][tool_search returns irrelevant tools and the subtask stalls instead of continuing]

[BUG] AUTO_GEN_PROMPT Marks Swarm Description as Optional, but YAML Loader Requires It

[BUG] Tool schemas are duplicated into the conversation as an assistant turn

[BUGF][one_on_one_debate][Retain the first answer in default output]

[BUG][LLMCouncil] The Chairman gets the whole council as one user blob (#2053 follow-up)

[FEAT] Add an opt-in Codex CLI backend configurable through Agent/YAML

[BUG][Multi-Agent Structures][Every structure flattens the shared conversation into one user block, defeating the Agent-side transcript fix]

[BUG][PlannerGeneratorEvaluator] The entire shared state file is pasted into every agent call, O(steps² × retries) (#2053 follow-up)

[Bug][Memory] persistent_memory injects the whole MEMORY.md on every start, so startup context grows by ~5k characters per session, forever

[Bug][DebateWithJudge] run() and batched_run() reject img/imgs, while the telemetry decorator declares it captures them

[First-time contributor] Looking for beginner-friendly issues to contribute