Microsoft GH-300 Bundle

For the different scenario A migration prompt file contains sensitive production credentials copied from a draft, "Replace credentials with placeholders and specify safe input variables" could be appropriate. Reusable prompts can otherwise disclose the same secret on every invocation. The present requirement is A custom prompt file does not appear in the IDE's picker, which calls for "Verify filename, directory and IDE feature support". Prompt file discovery depends on supported formats and locations.

"Run the tests with CI or a command rather than treating instructions as execution" targets An engineer expects a Copilot instructions file to execute the repository test suite automatically. Instruction files guide response generation but cannot attest to real test results. That differs from A custom prompt file does not appear in the IDE's picker; the required decision here is "Verify filename, directory and IDE feature support". Prompt file discovery depends on supported formats and locations.

The action "Add file-path-specific instructions for migration files" is useful when Only migration scripts need an extra database rollback requirement. Scoped instructions avoid burdening unrelated code. Under the stated condition A custom prompt file does not appear in the IDE's picker, instead choose "Verify filename, directory and IDE feature support". Prompt file discovery depends on supported formats and locations.

The action "State the timezone and daylight-saving expectations" is useful when An agent wants to resolve a timezone-dependent bug. Temporal correctness depends on specific timezone assumptions. Under the stated condition A request to optimize sorting never states whether the input order for ties must be stable, instead choose "Specify stable ordering as a required invariant". Missing invariants permit unwanted behavior changes.

The alternative "Provide the approved retention policy and cite its owner" fits another situation: A repository change depends on a regulatory retention period not in the prompt. AI should not invent legal obligations or business deadlines. Here the condition is A request to optimize sorting never states whether the input order for ties must be stable; use "Specify stable ordering as a required invariant" instead. Missing invariants permit unwanted behavior changes.

The alternative "Define accounting rules before requesting the calculation" addresses A prompt asks to calculate revenue but does not define refunds and tax handling. Business semantics cannot safely be inferred from column names. It does not resolve A request to optimize sorting never states whether the input order for ties must be stable; the correct choice is "Specify stable ordering as a required invariant". Missing invariants permit unwanted behavior changes.

The alternative "Provide the approved retention policy and cite its owner" fits another situation: A repository change depends on a regulatory retention period not in the prompt. AI should not invent legal obligations or business deadlines. Here the condition is An assistant generates English-only validation when customers use non-Latin names; use "State internationalization and locale constraints" instead. Default examples can omit diverse user data.

The alternative "Specify stable ordering as a required invariant" addresses A request to optimize sorting never states whether the input order for ties must be stable. Missing invariants permit unwanted behavior changes. It does not resolve An assistant generates English-only validation when customers use non-Latin names; the correct choice is "State internationalization and locale constraints". Default examples can omit diverse user data.

For the different scenario An agent wants to resolve a timezone-dependent bug, "State the timezone and daylight-saving expectations" could be appropriate. Temporal correctness depends on specific timezone assumptions. The present requirement is An assistant generates English-only validation when customers use non-Latin names, which calls for "State internationalization and locale constraints". Default examples can omit diverse user data.

The alternative "Specify stable ordering as a required invariant" addresses A request to optimize sorting never states whether the input order for ties must be stable. Missing invariants permit unwanted behavior changes. It does not resolve A prompt asks to calculate revenue but does not define refunds and tax handling; the correct choice is "Define accounting rules before requesting the calculation". Business semantics cannot safely be inferred from column names.

For the different scenario An assistant generates English-only validation when customers use non-Latin names, "State internationalization and locale constraints" could be appropriate. Default examples can omit diverse user data. The present requirement is A prompt asks to calculate revenue but does not define refunds and tax handling, which calls for "Define accounting rules before requesting the calculation". Business semantics cannot safely be inferred from column names.

"Provide the approved retention policy and cite its owner" targets A repository change depends on a regulatory retention period not in the prompt. AI should not invent legal obligations or business deadlines. That differs from A prompt asks to calculate revenue but does not define refunds and tax handling; the required decision here is "Define accounting rules before requesting the calculation". Business semantics cannot safely be inferred from column names.

For the different scenario An assistant generates English-only validation when customers use non-Latin names, "State internationalization and locale constraints" could be appropriate. Default examples can omit diverse user data. The present requirement is An agent wants to resolve a timezone-dependent bug, which calls for "State the timezone and daylight-saving expectations". Temporal correctness depends on specific timezone assumptions.

"Define accounting rules before requesting the calculation" targets A prompt asks to calculate revenue but does not define refunds and tax handling. Business semantics cannot safely be inferred from column names. That differs from An agent wants to resolve a timezone-dependent bug; the required decision here is "State the timezone and daylight-saving expectations". Temporal correctness depends on specific timezone assumptions.

The alternative "Specify stable ordering as a required invariant" fits another situation: A request to optimize sorting never states whether the input order for ties must be stable. Missing invariants permit unwanted behavior changes. Here the condition is An agent wants to resolve a timezone-dependent bug; use "State the timezone and daylight-saving expectations" instead. Temporal correctness depends on specific timezone assumptions.

"State the timezone and daylight-saving expectations" targets An agent wants to resolve a timezone-dependent bug. Temporal correctness depends on specific timezone assumptions. That differs from A repository change depends on a regulatory retention period not in the prompt; the required decision here is "Provide the approved retention policy and cite its owner". AI should not invent legal obligations or business deadlines.

The action "State internationalization and locale constraints" is useful when An assistant generates English-only validation when customers use non-Latin names. Default examples can omit diverse user data. Under the stated condition A repository change depends on a regulatory retention period not in the prompt, instead choose "Provide the approved retention policy and cite its owner". AI should not invent legal obligations or business deadlines.

The alternative "Define accounting rules before requesting the calculation" fits another situation: A prompt asks to calculate revenue but does not define refunds and tax handling. Business semantics cannot safely be inferred from column names. Here the condition is A repository change depends on a regulatory retention period not in the prompt; use "Provide the approved retention policy and cite its owner" instead. AI should not invent legal obligations or business deadlines.

The alternative "Refer explicitly to the previous response and failed test" fits another situation: A developer wants a follow-up fix to a specific prior suggestion. Relevant history supports targeted iteration. Here the condition is A new implementation question receives references to an unrelated earlier incident; use "Start a fresh task-focused conversation or remove irrelevant history" instead. Stale dialogue can bias a new response.

The alternative "Reduce the history to the representative failure and reproducer" addresses A prompt includes fifty unrelated compiler logs. Noise competes with relevant evidence for context. It does not resolve A new implementation question receives references to an unrelated earlier incident; the correct choice is "Start a fresh task-focused conversation or remove irrelevant history". Stale dialogue can bias a new response.

For the different scenario A team wants to reuse an approved decision in another session, "Provide an explicit short handoff with original references" could be appropriate. Cross-session continuity needs grounded transfer rather than assumptions. The present requirement is A new implementation question receives references to an unrelated earlier incident, which calls for "Start a fresh task-focused conversation or remove irrelevant history". Stale dialogue can bias a new response.

The alternative "Reintroduce a concise controlling constraint and source" addresses A long session repeatedly forgets a documented compatibility rule. Context limits can cause older instructions to be omitted. It does not resolve A developer wants a follow-up fix to a specific prior suggestion; the correct choice is "Refer explicitly to the previous response and failed test". Relevant history supports targeted iteration.

For the different scenario A team wants to reuse an approved decision in another session, "Provide an explicit short handoff with original references" could be appropriate. Cross-session continuity needs grounded transfer rather than assumptions. The present requirement is A developer wants a follow-up fix to a specific prior suggestion, which calls for "Refer explicitly to the previous response and failed test". Relevant history supports targeted iteration.

"Start a fresh task-focused conversation or remove irrelevant history" targets A new implementation question receives references to an unrelated earlier incident. Stale dialogue can bias a new response. That differs from A developer wants a follow-up fix to a specific prior suggestion; the required decision here is "Refer explicitly to the previous response and failed test". Relevant history supports targeted iteration.

"Reduce the history to the representative failure and reproducer" targets A prompt includes fifty unrelated compiler logs. Noise competes with relevant evidence for context. That differs from A long session repeatedly forgets a documented compatibility rule; the required decision here is "Reintroduce a concise controlling constraint and source". Context limits can cause older instructions to be omitted.

The action "Start a fresh task-focused conversation or remove irrelevant history" is useful when A new implementation question receives references to an unrelated earlier incident. Stale dialogue can bias a new response. Under the stated condition A long session repeatedly forgets a documented compatibility rule, instead choose "Reintroduce a concise controlling constraint and source". Context limits can cause older instructions to be omitted.

The alternative "Refer explicitly to the previous response and failed test" fits another situation: A developer wants a follow-up fix to a specific prior suggestion. Relevant history supports targeted iteration. Here the condition is A long session repeatedly forgets a documented compatibility rule; use "Reintroduce a concise controlling constraint and source" instead. Context limits can cause older instructions to be omitted.

"Refer explicitly to the previous response and failed test" targets A developer wants a follow-up fix to a specific prior suggestion. Relevant history supports targeted iteration. That differs from A prompt includes fifty unrelated compiler logs; the required decision here is "Reduce the history to the representative failure and reproducer". Noise competes with relevant evidence for context.

The action "Reintroduce a concise controlling constraint and source" is useful when A long session repeatedly forgets a documented compatibility rule. Context limits can cause older instructions to be omitted. Under the stated condition A prompt includes fifty unrelated compiler logs, instead choose "Reduce the history to the representative failure and reproducer". Noise competes with relevant evidence for context.

The alternative "Provide an explicit short handoff with original references" fits another situation: A team wants to reuse an approved decision in another session. Cross-session continuity needs grounded transfer rather than assumptions. Here the condition is A prompt includes fifty unrelated compiler logs; use "Reduce the history to the representative failure and reproducer" instead. Noise competes with relevant evidence for context.

The action "Reintroduce a concise controlling constraint and source" is useful when A long session repeatedly forgets a documented compatibility rule. Context limits can cause older instructions to be omitted. Under the stated condition A team wants to reuse an approved decision in another session, instead choose "Provide an explicit short handoff with original references". Cross-session continuity needs grounded transfer rather than assumptions.

The alternative "Reduce the history to the representative failure and reproducer" fits another situation: A prompt includes fifty unrelated compiler logs. Noise competes with relevant evidence for context. Here the condition is A team wants to reuse an approved decision in another session; use "Provide an explicit short handoff with original references" instead. Cross-session continuity needs grounded transfer rather than assumptions.

For the different scenario A new implementation question receives references to an unrelated earlier incident, "Start a fresh task-focused conversation or remove irrelevant history" could be appropriate. Stale dialogue can bias a new response. The present requirement is A team wants to reuse an approved decision in another session, which calls for "Provide an explicit short handoff with original references". Cross-session continuity needs grounded transfer rather than assumptions.