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The issue-state-updater was failing because it contained bash script examples that tried to use 'task forgejo-label-manager' as if it were a bash command. However, the Task tool is an MCP tool that cannot be invoked from within bash scripts. Changes: - Removed problematic bash script examples and label manager dependency - Replaced with clear step-by-step operational instructions - Updated permissions to allow direct label management via API - Added detailed error handling and retry logic guidance - Agent now handles state transitions directly without inter-agent calls This eliminates the session ID confusion and makes the agent more self-sufficient and reliable.