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Human-readable concerns are ineffective if CI ignores them. That addresses a different part of the system, not the requirement to prevent untrusted PR content from overriding audit instructions.

Stable finding identifiers allow the CI wrapper to reconcile repeated checks. The scenario instead requires a way to prevent untrusted PR content from overriding audit instructions.

Absence of a review result is not a clean result. The direct remedy is “Treat submitted code and PR text as untrusted input and retain independent review policy”, which the alternative does not itself accomplish. The reviewer must not obey embedded directions that override the independent security rubric or suppress actual findings.

A machine-readable JSON schema enables a consumer to parse one review, but cannot reconstruct what last week's job saw without preserved evidence. Store the actual findings, reviewed commit, tool versions and test outputs in a durable audit record.

Finding fingerprints help deduplicate repeated inline comments, but they do not establish why a prior automated review passed. Preserve the exact reviewed diff, structured results and verifier versions so the historical decision can be reproduced and challenged.

CI secret management is mandatory for credentials, but auditability of a past review also requires its output and source context. Secure credentials do not tell a reviewer which commit, tests or rules led to last week's pass result.

Stable finding identifiers allow the CI wrapper to reconcile repeated checks. Although useful elsewhere, it is not the direct mechanism to focus expensive CI checks on relevant changes.

Machine-readable JSON makes reports easier to parse, but does not prevent an expensive audit from running on every trivial documentation change. Trigger checks by affected paths and risk while keeping mandatory baseline gates for relevant changes.

Noninteractive mode allows an automated review to run without a terminal, but it does not decide when the expensive step is necessary. Use diff-aware and risk-based triggering, preserving required checks for high-impact changes, to avoid auditing unchanged application code for docs-only edits.

A syntactically valid JSON response can still contain a severity string outside the allowed business set. Declaring an expected JSON format is insufficient unless the wrapper validates the parsed enum and other schema constraints before acting on the finding.

Human-readable concerns are ineffective if CI ignores them. The direct remedy is “Validate parsed JSON against the declared schema and business constraints”, which the alternative does not itself accomplish. Validate the parsed object against both schema and applicable business constraints before deciding whether the job passed.

Timeouts and retry ceilings protect CI execution time, not the semantic validity of a severity field. Validate the parsed JSON against the allowed severity values and business rules before creating issues or failing a build.

Credentials in source control are broadly exposed and hard to revoke. This alternative does not establish how to avoid equating tool outage with passing review in the stated workflow.

Fingerprinting duplicate findings is useful when review comments recur. A network outage producing no findings is an inconclusive run, not a clean audit. The pipeline must preserve failure status and apply its required review gate rather than converting missing evidence into success.

Contributor-controlled text is evidence under review, not authority over the reviewer. It would leave the stated need to avoid equating tool outage with passing review unresolved.

Review findings must be tied to the exact revision that was inspected. Before posting, compare the current pull-request head SHA with the reviewed SHA and validate the diff location; rerun or remap with evidence if the source changed. Otherwise an accurate finding can be attached to unrelated code.

Discarding review history destroys the link between evidence and the original code revision. A guessed line mapping may mislead developers and cannot replace an accurate diff anchor.

A reviewer should not overwrite developers' changes to keep its own comment coordinates convenient. The correct response is to refresh the review against current code, not mutate the repository to match stale evidence.

Signal-focused review reduces false positives and review fatigue. Here, a CI reviewer must emit structured machine-readable findings. Use the supported JSON output or schema-constrained option and validate its result. Explicit structured output enables downstream pipeline gates instead of fragile prose parsing.

Least-privilege execution prevents an automated review from changing the code under inspection. Here, a CI reviewer must emit structured machine-readable findings. Use the supported JSON output or schema-constrained option and validate its result. Explicit structured output enables downstream pipeline gates instead of fragile prose parsing.

The pipeline should block a bad artifact rather than silently succeed with an invalid review. The proposed option cannot provide the specific “Use the supported JSON output or schema-constrained option and validate its result” behavior that the case requires. Explicit structured output enables downstream pipeline gates instead of fragile prose parsing.

Least-privilege execution prevents an automated review from changing the code under inspection. Here, a pull-request bot comments on every style issue regardless of severity. Require high-confidence actionable findings and deduplicate repeated comments. Signal-focused review reduces false positives and review fatigue.

The pipeline should block a bad artifact rather than silently succeed with an invalid review. This is not a substitute for “Require high-confidence actionable findings and deduplicate repeated comments”; that control is necessary in the stated circumstances. Signal-focused review reduces false positives and review fatigue.

Execution isolation and stable identifiers avoid mixing artifacts between changes. Here, a pull-request bot comments on every style issue regardless of severity. Require high-confidence actionable findings and deduplicate repeated comments. Signal-focused review reduces false positives and review fatigue.

The pipeline should block a bad artifact rather than silently succeed with an invalid review. The proposed option cannot provide the specific “Grant read-only tool permissions and disable write capabilities” behavior that the case requires. Least-privilege execution prevents an automated review from changing the code under inspection.

Execution isolation and stable identifiers avoid mixing artifacts between changes. The direct remedy is “Grant read-only tool permissions and disable write capabilities”, which the alternative does not itself accomplish. Least-privilege execution prevents an automated review from changing the code under inspection.

Noninteractive CLI execution prevents a CI job from waiting for a terminal prompt, but does not prevent that process from pushing commits if write-enabled tools remain available. The requirement is authorization: grant repository read capability and remove Git write or push permissions at the tool and credential boundary. Execution mode and permissions are separate controls.

Execution isolation and stable identifiers avoid mixing artifacts between changes. Here, a code-review step must report a failure to the CI status system. Map validator failures to nonzero exit status and preserve diagnostics. The pipeline should block a bad artifact rather than silently succeed with an invalid review.

CI jobs need unattended execution with deterministic exit and artifact handling. The issue here is a code-review step must report a failure to the CI status system, so the relevant control is to map validator failures to nonzero exit status and preserve diagnostics. The pipeline should block a bad artifact rather than silently succeed with an invalid review.

Explicit structured output enables downstream pipeline gates instead of fragile prose parsing. The direct remedy is “Map validator failures to nonzero exit status and preserve diagnostics”, which the alternative does not itself accomplish. The pipeline should block a bad artifact rather than silently succeed with an invalid review.

Noninteractive CLI mode helps a CI job run unattended, but it does not isolate concurrent pull-request analyses from one another. Reviews running in the same checkout could read or overwrite another PR's files and attach findings to the wrong change. Use separate workspaces with per-PR revision and comment identifiers.

Explicit structured output enables downstream pipeline gates instead of fragile prose parsing. The proposed option cannot provide the specific “Run each review in its own workspace and attach comments to the correct PR” behavior that the case requires. Execution isolation and stable identifiers avoid mixing artifacts between changes.

Signal-focused review reduces false positives and review fatigue. Here, a workflow has concurrent PR analyses that must remain isolated. Run each review in its own workspace and attach comments to the correct PR. Execution isolation and stable identifiers avoid mixing artifacts between changes.