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Published: Mar 27, 2026 License: MIT

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Package action defines the core types for the governed multi-agent architecture.
Package action defines the core types for the governed multi-agent architecture.
Package agent implements the ShellForge agentic execution loop.
Package agent implements the ShellForge agentic execution loop.
Package correction handles governance denials by tracking repeated offenses, escalating enforcement, and generating corrective feedback that guides the LLM toward compliant alternatives.
Package correction handles governance denials by tracking repeated offenses, escalating enforcement, and generating corrective feedback that guides the LLM toward compliant alternatives.
Package engine defines the pluggable engine interface.
Package engine defines the pluggable engine interface.
Package integration provides real integrations with the 8-project ecosystem.
Package integration provides real integrations with the 8-project ecosystem.
Package intent extracts action intent from LLM output regardless of format.
Package intent extracts action intent from LLM output regardless of format.
Package normalizer converts raw tool calls into Canonical Action Representations (CARs).
Package normalizer converts raw tool calls into Canonical Action Representations (CARs).
Package orchestrator implements the state machine that governs multi-agent run lifecycle.
Package orchestrator implements the state machine that governs multi-agent run lifecycle.
Package scheduler provides a priority-aware inference queue with semaphore-based concurrency control.
Package scheduler provides a priority-aware inference queue with semaphore-based concurrency control.

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