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Use when code changes should be scanned and reflected back into living specs, docs, or architecture notes without changing product intent.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use when orchestrating Loop Factory specs from factory/specs/inbox or factory/specs/active, dispatching work to Codex or Claude agents, generating implementation prompts, or deciding next loop state.
Use when orchestrating Loop Factory specs from factory/specs/inbox or factory/specs/active, dispatching work, generating implementation prompts, or deciding next loop state.
Use when code changes should be scanned and reflected back into living specs, docs, or architecture notes without changing product intent.
Use when reviewing active Loop Factory specs against the working tree, checking verification evidence, deciding ACCEPTED or CHANGES_REQUESTED, and archiving accepted specs.
Use when reviewing active Loop Factory specs against the working tree, checking verification evidence, deciding ACCEPTED or CHANGES_REQUESTED, and archiving accepted specs.
| name | backpropagate-specs |
| description | Use when code changes should be scanned and reflected back into living specs, docs, or architecture notes without changing product intent. |
!git diff --stat
python3 bin/loop-factory backprop --agent claudefactory/prompts/backprop.claude.md.