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feat(forge): pass task identity and workload metadata to forge-loop - #74

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feat(forge): pass task identity and workload metadata to forge-loop#74
jiaqiang-dot-liu wants to merge 2 commits into
AMD-AGI:mainfrom
jiaqiang-dot-liu:feat/kb-cross-repo-reuse-core

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Forward stable kernel identity and workload metadata to Forge while keeping scoring independent from external publication state.

Forward stable kernel identity and workload metadata to Forge while keeping scoring independent from external publication state.

Co-authored-by: Cursor <cursoragent@cursor.com>
@jiaqiang-dot-liu jiaqiang-dot-liu changed the title feat(forge): enable cross-repository knowledge reuse feat(forge): pass task identity and workload metadata to forge-loop Aug 3, 2026
cmd.extend(["--operator-name", logical_operator])
if framework:
cmd.extend(["--framework", framework])
if shapes:

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[P1] The shape-v2 workload identity built here is no longer consumed by the current KernelForge CLI. On current main, --shapes-json is a hidden legacy/checkpoint-only option and --workload-key is explicitly ignored (declarations, warnings/behavior). Consequently, two tasks with the same source/operator but different shape regimes will not be isolated by the key promised in this PR's README. Please migrate this handoff to the current campaign/invocation-spec identity contract, or pin/probe a compatible KernelForge version and fail clearly instead of silently degrading.

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