Workflow & Operations · Correction Transfer
Correction to Next Run
Turn a reviewed failure into one proposed context change and a test of whether it travels to the next task.
STRAITEGY HUB PROJECT ORIGINAL · DIRECTION BY ZAIN HASEEB · AI-ASSISTED DRAFTING · 1.0.0
Copy-ready prompt
Help me preserve the useful lesson from a correction without adding a rule for every annoyance.
ORIGINAL REQUEST AND INPUT: {{REQUEST}}
OUTPUT THAT FAILED: {{OUTPUT}}
HUMAN CORRECTION AND REASON: {{CORRECTION}}
EXISTING CONTEXT OR INSTRUCTIONS: {{CONTEXT}}
NEXT SIMILAR TASK: {{NEXT_TASK}}
Identify the smallest observable failure. Distinguish missing facts, ambiguous standards, conflicting instructions, unsupported claims, and execution errors. Do not assume a prompt change can fix an unavailable tool or missing authority. Quote only the relevant source passages and label any diagnosis that remains an inference.
Propose one compact context amendment with a clear trigger and an exception. Show exactly where it would belong without editing persistent instructions. Provide one ordinary test, one counterexample where the amendment should not fire, and one check that earlier useful behavior survives. State what result would justify keeping, narrowing, or discarding the amendment. Return the proposed text and the test cases, not a claim that learning has already occurred. Do not update memory, install a skill, or alter live automation.