Microsoft GH-300 Bundle

"Choose chat or explanation mode rather than full agent execution" targets A team needs a fast code explanation rather than agentic modifications. Interaction mode should match required permissions. That differs from An assistant recommends using a feature not enabled for the team's subscription; the required decision here is "Check effective plan and policy before adopting the suggestion". Product access is controlled separately from prompt quality.

The alternative "Attach current documentation or code samples" fits another situation: Copilot does not produce correct answers for a new library absent from context. Retrieval or explicit context supplements learned patterns. Here the condition is An assistant recommends using a feature not enabled for the team's subscription; use "Check effective plan and policy before adopting the suggestion" instead. Product access is controlled separately from prompt quality.

The alternative "Ask for tradeoffs and retain accountable human approval" addresses A teammate asks Copilot to decide production architecture autonomously. Model assistance does not transfer organizational responsibility. It does not resolve An assistant recommends using a feature not enabled for the team's subscription; the correct choice is "Check effective plan and policy before adopting the suggestion". Product access is controlled separately from prompt quality.

The alternative "Explicitly forbid that design and cite the controlling security requirement" fits another situation: A chatbot repeatedly proposes the same rejected unsafe design. Strong constraints reduce recurrence of a disallowed solution. Here the condition is A generated patch fixes one test but introduces two new regressions; use "Re-run the full relevant suite and constrain the next correction" instead. Local improvements can cause cross-module side effects.

The alternative "Demand real command results or state the checks as unverified" addresses A model says it ran checks that did not actually execute. Tool execution evidence must be distinguished from generated claims. It does not resolve A generated patch fixes one test but introduces two new regressions; the correct choice is "Re-run the full relevant suite and constrain the next correction". Local improvements can cause cross-module side effects.

"Provide the exact type signature and a representative caller" targets The assistant misunderstands an expected return type. Concrete contracts steer corrections better than criticism alone. That differs from A generated patch fixes one test but introduces two new regressions; the required decision here is "Re-run the full relevant suite and constrain the next correction". Local improvements can cause cross-module side effects.

The alternative "Extract reusable principles without copying confidential project data" addresses A developer wants to keep a successful prompt approach across repos. Good prompts can be generalized while protecting private context. It does not resolve The assistant misunderstands an expected return type; the correct choice is "Provide the exact type signature and a representative caller". Concrete contracts steer corrections better than criticism alone.

For the different scenario A generated patch fixes one test but introduces two new regressions, "Re-run the full relevant suite and constrain the next correction" could be appropriate. Local improvements can cause cross-module side effects. The present requirement is The assistant misunderstands an expected return type, which calls for "Provide the exact type signature and a representative caller". Concrete contracts steer corrections better than criticism alone.

The action "Explicitly forbid that design and cite the controlling security requirement" is useful when A chatbot repeatedly proposes the same rejected unsafe design. Strong constraints reduce recurrence of a disallowed solution. Under the stated condition The assistant misunderstands an expected return type, instead choose "Provide the exact type signature and a representative caller". Concrete contracts steer corrections better than criticism alone.

For the different scenario The assistant misunderstands an expected return type, "Provide the exact type signature and a representative caller" could be appropriate. Concrete contracts steer corrections better than criticism alone. The present requirement is A chatbot repeatedly proposes the same rejected unsafe design, which calls for "Explicitly forbid that design and cite the controlling security requirement". Strong constraints reduce recurrence of a disallowed solution.

The action "Extract reusable principles without copying confidential project data" is useful when A developer wants to keep a successful prompt approach across repos. Good prompts can be generalized while protecting private context. Under the stated condition A chatbot repeatedly proposes the same rejected unsafe design, instead choose "Explicitly forbid that design and cite the controlling security requirement". Strong constraints reduce recurrence of a disallowed solution.

The alternative "Demand real command results or state the checks as unverified" fits another situation: A model says it ran checks that did not actually execute. Tool execution evidence must be distinguished from generated claims. Here the condition is A chatbot repeatedly proposes the same rejected unsafe design; use "Explicitly forbid that design and cite the controlling security requirement" instead. Strong constraints reduce recurrence of a disallowed solution.

"Explicitly forbid that design and cite the controlling security requirement" targets A chatbot repeatedly proposes the same rejected unsafe design. Strong constraints reduce recurrence of a disallowed solution. That differs from A developer wants to keep a successful prompt approach across repos; the required decision here is "Extract reusable principles without copying confidential project data". Good prompts can be generalized while protecting private context.

The alternative "Demand real command results or state the checks as unverified" fits another situation: A model says it ran checks that did not actually execute. Tool execution evidence must be distinguished from generated claims. Here the condition is A developer wants to keep a successful prompt approach across repos; use "Extract reusable principles without copying confidential project data" instead. Good prompts can be generalized while protecting private context.

The alternative "Re-run the full relevant suite and constrain the next correction" addresses A generated patch fixes one test but introduces two new regressions. Local improvements can cause cross-module side effects. It does not resolve A developer wants to keep a successful prompt approach across repos; the correct choice is "Extract reusable principles without copying confidential project data". Good prompts can be generalized while protecting private context.

The action "Extract reusable principles without copying confidential project data" is useful when A developer wants to keep a successful prompt approach across repos. Good prompts can be generalized while protecting private context. Under the stated condition A model says it ran checks that did not actually execute, instead choose "Demand real command results or state the checks as unverified". Tool execution evidence must be distinguished from generated claims.

The alternative "Re-run the full relevant suite and constrain the next correction" addresses A generated patch fixes one test but introduces two new regressions. Local improvements can cause cross-module side effects. It does not resolve A model says it ran checks that did not actually execute; the correct choice is "Demand real command results or state the checks as unverified". Tool execution evidence must be distinguished from generated claims.

For the different scenario The assistant misunderstands an expected return type, "Provide the exact type signature and a representative caller" could be appropriate. Concrete contracts steer corrections better than criticism alone. The present requirement is A model says it ran checks that did not actually execute, which calls for "Demand real command results or state the checks as unverified". Tool execution evidence must be distinguished from generated claims.

The alternative "Update the example and run it against the current CLI" addresses A README example shows an outdated command after a CLI change. Documentation samples must match installed versions. It does not resolve A developer needs XML or docstring comments for a public method; the correct choice is "Ask Copilot for documentation based on the verified signature". Doc comments are useful starting points when checked against behavior.

For the different scenario An engineer wants a function-level explanation of unfamiliar code, "Select the function and request a step-by-step explanation" could be appropriate. Code explanations accelerate orientation without executing changes. The present requirement is A developer needs XML or docstring comments for a public method, which calls for "Ask Copilot for documentation based on the verified signature". Doc comments are useful starting points when checked against behavior.

The action "Generate examples from the accepted API schema and validate responses" is useful when A team needs API usage examples for a newly added endpoint. Documentation should derive from the actual published contract. Under the stated condition A developer needs XML or docstring comments for a public method, instead choose "Ask Copilot for documentation based on the verified signature". Doc comments are useful starting points when checked against behavior.

For the different scenario A team needs API usage examples for a newly added endpoint, "Generate examples from the accepted API schema and validate responses" could be appropriate. Documentation should derive from the actual published contract. The present requirement is A README example shows an outdated command after a CLI change, which calls for "Update the example and run it against the current CLI". Documentation samples must match installed versions.

"Remove the claim after checking official documentation" targets A generated guide describes an option that the product does not support. AI-authored prose needs the same source verification as code. That differs from A README example shows an outdated command after a CLI change; the required decision here is "Update the example and run it against the current CLI". Documentation samples must match installed versions.

The action "Select the function and request a step-by-step explanation" is useful when An engineer wants a function-level explanation of unfamiliar code. Code explanations accelerate orientation without executing changes. Under the stated condition A README example shows an outdated command after a CLI change, instead choose "Update the example and run it against the current CLI". Documentation samples must match installed versions.

"Remove the claim after checking official documentation" targets A generated guide describes an option that the product does not support. AI-authored prose needs the same source verification as code. That differs from An engineer wants a function-level explanation of unfamiliar code; the required decision here is "Select the function and request a step-by-step explanation". Code explanations accelerate orientation without executing changes.

The alternative "Ask Copilot for documentation based on the verified signature" fits another situation: A developer needs XML or docstring comments for a public method. Doc comments are useful starting points when checked against behavior. Here the condition is An engineer wants a function-level explanation of unfamiliar code; use "Select the function and request a step-by-step explanation" instead. Code explanations accelerate orientation without executing changes.

The alternative "Generate examples from the accepted API schema and validate responses" addresses A team needs API usage examples for a newly added endpoint. Documentation should derive from the actual published contract. It does not resolve An engineer wants a function-level explanation of unfamiliar code; the correct choice is "Select the function and request a step-by-step explanation". Code explanations accelerate orientation without executing changes.

The action "Ask Copilot for documentation based on the verified signature" is useful when A developer needs XML or docstring comments for a public method. Doc comments are useful starting points when checked against behavior. Under the stated condition A team needs API usage examples for a newly added endpoint, instead choose "Generate examples from the accepted API schema and validate responses". Documentation should derive from the actual published contract.

The alternative "Update the example and run it against the current CLI" addresses A README example shows an outdated command after a CLI change. Documentation samples must match installed versions. It does not resolve A team needs API usage examples for a newly added endpoint; the correct choice is "Generate examples from the accepted API schema and validate responses". Documentation should derive from the actual published contract.

For the different scenario A generated guide describes an option that the product does not support, "Remove the claim after checking official documentation" could be appropriate. AI-authored prose needs the same source verification as code. The present requirement is A team needs API usage examples for a newly added endpoint, which calls for "Generate examples from the accepted API schema and validate responses". Documentation should derive from the actual published contract.

The alternative "Update the example and run it against the current CLI" fits another situation: A README example shows an outdated command after a CLI change. Documentation samples must match installed versions. Here the condition is A generated guide describes an option that the product does not support; use "Remove the claim after checking official documentation" instead. AI-authored prose needs the same source verification as code.

The alternative "Select the function and request a step-by-step explanation" addresses An engineer wants a function-level explanation of unfamiliar code. Code explanations accelerate orientation without executing changes. It does not resolve A generated guide describes an option that the product does not support; the correct choice is "Remove the claim after checking official documentation". AI-authored prose needs the same source verification as code.

"Ask Copilot for documentation based on the verified signature" targets A developer needs XML or docstring comments for a public method. Doc comments are useful starting points when checked against behavior. That differs from A generated guide describes an option that the product does not support; the required decision here is "Remove the claim after checking official documentation". AI-authored prose needs the same source verification as code.