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Active Tasks
#2193 [Bug][DebateWithJudge] run() and batched_run() reject img/imgs, while the telemetry decorator declares it captures them
#2168 [Cleanup][Agent] Tool results are recorded twice: drop the 13 'Tool Executor' prose rows now that Conversation holds typed tool rows
bug
#2165 [FEAT][Autonomous loop] Run independent tool calls in parallel, with same-file calls kept in order
FEAT
#2164 [FEAT][Conversation] Represent tool calls and tool results in Conversation so the parallel Transcript can be deleted
FEAT
#2163 [FEAT][Autonomous loop] Per-tool permission policy (allow / deny / ask) and a workspace sandbox, replacing the bash blocklist
FEAT
#2162 [FEAT][Autonomous loop] The file-tool surface a coding agent needs: edit_file, glob, windowed read_file, read-before-write
FEAT
#2127 [FEAT] Load multiple marketplace skills from a list of .md URLs
FEAT
prompts
agents
#2126 [Bug][Dependencies] Every non-streaming completion emits Pydantic serializer warnings from litellm's logging path
#2122 [Bug][batch_agent_execution][Raises on every call: imgs=None is zipped, and a 3-tuple is unpacked into two names]
#2070 [BUG][SocialAlgorithms][run_async always raises ValueError: the default timeout path uses signal, which is main-thread only]
#2055 [BUG][HierarchicalSwarm][The director plan is recorded as a raw tool-call rendering, which every worker then reads as prose]
bug
#2054 [BUG][Multi-Agent Structures][Eleven structures never reset their Conversation per task, and two fan run() across threads sharing one]
bug
#2044 [BUG][MultiAgentRouter][Only the first selected agent response is recorded; the rest are run, paid for, and discarded]
bug
#2041 [BUG][Multi-Agent Structures][Conversation is never reset per task, so batch and concurrent helpers leak history and race on shared state]
bug
#2029 [BUG][Multi-Agent Structures][Every structure flattens the shared conversation into one user block, defeating the Agent-side transcript fix]
bug
#2028 [BUG][CLI] --question-agent-model-name and --worker-model-name help text says "default: gpt-4o-mini" but the actual default is gpt-5.4
bug
#2006 CouncilAsAJudge results → portable EvalPort ResultSet format
#2003 [FEAT] Skill accretion: compile successful step sequences into searchable skills
enhancement
tools
agents
#2002 [FEAT] Tool synthesis: let the agent write and register a tool at runtime
enhancement
tools
#2001 [FEAT] Adapt iteration budget and sampling to observed task difficulty
enhancement
agents
#2000 [FEAT] Plan-shape learning: seed planning with skeletons that previously worked
enhancement
agents
#1999 [FEAT] Use tool-success statistics as a ranking prior in tool_search
enhancement
tools
#1998 [FEAT] Persist lessons_learned to MEMORY.md instead of discarding it
enhancement
memory
agents
#1997 [FEAT] Budget-aware degradation: wind down gracefully instead of hitting a wall
enhancement
agents
priority:high
#1996 [FEAT] Escalating retry ladder instead of re-running the identical failed call
enhancement
structs
priority:high
#1995 [FEAT] Failure-triggered replanning: repair the plan instead of cascading skips
enhancement
agents
priority:high
#1994 [Bug] Agent.save() and Agent.load() build different paths, so state can never be read back
#1989 [BUG] Tool schemas are duplicated into the conversation as an assistant turn
bug
structs
tools
#1988 [FEAT] Conversation cannot represent tool calls, forcing agent loops to keep a parallel transcript
enhancement
structs
priority:high
tech-debt
#1986 [FEAT] Support interrupt and mid-run steering in autonomous mode
enhancement
agents
#1985 [FEAT] Add a verification field to the plan schema so "done" means checked
enhancement
tools
agents
priority:high
#1984 [FEAT] Execute independent tool calls in parallel
enhancement
agents
priority:high
#1982 [FEAT] Enforce a read-before-write invariant on file edits
enhancement
structs
tools
priority:high
#1981 [FEAT] Add offset/limit and line numbers to read_file
enhancement
structs
tools
priority:high
#1980 [FEAT] Replace the bash blocklist with a permission model and workspace sandbox
enhancement
structs
tools
priority:high
#1979 [FEAT] Add an edit_file tool with exact-string replacement
enhancement
structs
tools
priority:high
#1976 [BUG] No cost or call ceiling: worst case is ~2000 full-history LLM calls
bug
agents
priority:high
#1975 [BUG] Autonomous agent system prompt freezes the timestamp at import time
bug
prompts
#1974 [BUG] Loop reports "All subtasks completed" after abandoning incomplete subtasks
bug
agents
priority:high
#1972 [BUG] _generate_final_summary returns inconsistent types depending on which branch fires
bug
structs
#1970 [BUG] run_bash and the file tools resolve paths against different roots
bug
structs
tools
priority:high
#1969 [BUG] run_bash blocklist rejects benign commands and is trivially bypassed
bug
structs
tools
priority:high
#1967 [BUG] Subtask priority is parsed and displayed but never affects execution order
bug
agents
#1951 [Bug][AgentRearrange] concurrent_run shares task state and silently truncates image batches
#1947 [Bug] autoswarm max_loops validation accepts booleans and silently skips falsy values
#1908 [Bug][HeavySwarm Dashboard] final status does not reflect agent failures
bug
#1906 [Bug][SkillOrchestra] run() silently drops imgs and execution kwargs before agent execution
bug
#1903 HeavySwarm: the question decomposer never sees img, so workers answer questions written without the image
#1880 [Bug] *args on the run/arun forwarders is unreachable: every splat after a keyword raises TypeError
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