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Genesis Sprint 7: implement agentforge explain-context MVP #29

Description

@fadf4life

Implement the canonical agentforge explain-context MVP in apps/cli after Sprint 7 requirements and architecture decisions are accepted.

Scope:

  • add the new CLI command surface
  • summarize target project AICS status and key governance entry points
  • reuse existing validation behavior for status and actionable missing-context signals
  • preserve existing validate-context and init-context behavior
  • avoid network access, external services, or provider-specific assumptions

Acceptance criteria:

  • the command explains the canonical repo and a scaffolded/minimal AICS project
  • invalid AICS context is reported as explanatory output rather than hidden behind a stack trace
  • implementation remains aligned with the accepted Sprint 7 requirements and ADR
  • no network access or external services are required

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