external-prompt-merge

To absorb external prompts without retaining them, you can use a merge-and-dispose process that classifies durable claims into existing workflow files and then discards the original prompt. This prevents prompt leakage while integrating necessary content.

The best way to merge third-party audit prompts is through canonical absorption, which scrubs vocabulary, classifies claims into workflow targets, and extends existing files. This ensures auditable handling of third-party content without creating duplicates.

Preventing prompt leakage during external review integration requires rendering the source prompt disposable after extraction. The workflow synchronizes durable claims to memory and automatically disposes of the original prompt text.

Yes, the merge process checks for forbidden vocabulary before disposal by executing the forbidden_vocab_check.sh script. This script validates that scrubbed content integrated into the workflow meets security and audit requirements.

Yes, you can synchronize memory entries from external prompts to both repo memory and auto-memory. The merge workflow extends existing workflow files to avoid duplicates and keeps memory entries synchronized across both targets.

Processing long external prompts through a disposable workflow requires that all durable claims are correctly classified into existing files before the prompt is discarded. If classification fails, prompt content cannot be recovered after disposal.