Enables cluster-aware command execution and automatic task routing across distributed nodes based on system load, architecture, and OS requirements. It supports parallel execution, remote node management via SSH, and dynamic load balancing for agentic workflows.
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Limited view: static analysis for Python is partially covered.
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marc-shade
Source: Glama
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AGENTIC_SYSTEM_PATH/mnt/agentic-system Base path for databasesENHANCED_MEMORY_INTEGRATIONOLLAMA_HOSTSTORAGE_BASECLUSTER_LOG_LEVELCLUSTER_SSH_USERmarcssh SSH username for remote executionCLUSTER_SSH_TIMEOUT5 SSH connection timeout (seconds)CLUSTER_SSH_CONNECT_TIMEOUT2 Initial SSH connect timeout (seconds)CLUSTER_SSH_RETRIES2 Number of SSH retry attemptsCLUSTER_CPU_THRESHOLD40 CPU usage % threshold for offloadingCLUSTER_LOAD_THRESHOLD4 Load average threshold for offloadingCLUSTER_MEMORY_THRESHOLD80 Memory usage % threshold for offloadingCLUSTER_CMD_TIMEOUT300 Command execution timeout (seconds)CLUSTER_STATUS_TIMEOUT5 Status check timeout (seconds)CLUSTER_IP_CACHE_TTL300 IP resolution cache TTL (seconds)CLUSTER_GATEWAY192.168.1.1 Gateway IP for route detectionCLUSTER_DNS8.8.8.8 DNS server for IP detectionCLUSTER_BUILDER_IPCLUSTER_ORCHESTRATOR_IPCLUSTER_RESEARCHER_IPTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
33/33 tools missing one or more hints — send_message_to_node (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_conversation_history (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_my_active_conversations (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +30 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tool inputs are validated
3/4 tool handlers declare input schemas (75%)
Declare an inputSchema with zod/joi/yup on every tool definition.
Tool handlers catch errors
Only 0/4 tool handlers wrap calls in try/catch (0%)
Wrap each tool handler body in try/catch and return a structured error response.
License file
No license file
Add a LICENSE file (MIT, Apache-2.0, etc.).
Tests exist
No test files found
Add tests that exercise each declared tool.
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