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+[//]: # "Include this file in the repository to provide instructions to GitHub Copilot AUtofix. For more information, see https://docs.github.com/copilot/copilot-for-business/copilot-instructions."
+# GitHub Copilot instructions
+
+This file contains repository-wide guidance for GitHub Copilot. Each top-level
+section below configures Copilot for a specific use case in this repository.
+Add further top-level sections as needed (general coding conventions, review
+guidance, etc.).
+
+## Agentic autofix for CodeQL Coding Standards
+
+This section configures GitHub Copilot (in particular, Copilot **agentic
+autofix**) when it generates pull requests to remediate alerts produced by the
+[CodeQL Coding Standards](https://github.com/github/codeql-coding-standards/)
+project. It applies to alerts for any of the supported standards (MISRA C,
+MISRA C++, AUTOSAR C++, CERT C, CERT C++).
+
+### 1. Reference material — where to learn each rule
+
+Before proposing a fix, consult the rule’s authoritative implementation as well as the corresponding compliant and non-compliant code patterns available as test cases in the CodeQL Coding Standards [`github/codeql-coding-standards`](https://github.com/github/codeql-coding-standards/)
+repository. That repository is the single source of truth for what the query
+detects and what compliant code looks like.
+
+Project layout (per language / standard):
+
+```
+<language>/<standard>/src/rules/<rule-id>/    # query source (.ql) and rule help (.md, .qhelp)
+<language>/<standard>/test/rules/<rule-id>/   # test cases, with COMPLIANT / NON_COMPLIANT markers
+```
+
+When generating a fix:
+
+1. Locate the rule directory matching the alert’s rule id / query id.
+2. Read the `.md` / `.qhelp` help file in `src/rules/<rule-id>/` to understand
+   the intent and the recommended remediation.
+3. Read the files in `test/rules/<rule-id>/`. Lines (or blocks) annotated with
+   `// COMPLIANT` show patterns that pass the query; lines annotated with
+   `// NON_COMPLIANT` show patterns that trigger the query. Use these as the
+   ground truth for what the fixed code must look like.
+
+The full list of supported rules per standard is published as
+`supported_rules_list_<version>.csv` / `.md` in each
+[release](https://github.com/github/codeql-coding-standards/releases).
+
+### 2. Fix discipline — keep changes minimal and standards-compliant
+
+- **Minimum diff.** Modify the smallest possible amount of code that
+  eliminates the alert. Do not refactor surrounding code, rename symbols,
+  reformat unrelated lines, or change public APIs unless strictly required to
+  satisfy the rule.
+- **No drive-by changes.** Do not add features, fix unrelated warnings, change
+  build flags, update dependencies, or “improve” code that the alert does not
+  point at.
+- **New code must comply with the same standard.** Any code introduced by the
+  fix must itself satisfy the coding standard being verified (e.g. MISRA C++
+  2023). Cross-check the inserted code against the COMPLIANT examples in the
+  corresponding `test/rules/<rule-id>/` directory and against neighbouring
+  rules that are obviously relevant (e.g. don’t fix an integer-conversion rule
+  by introducing a cast that violates a different MISRA rule).
+- **Match the project’s existing style.** Follow the conventions visible in
+  the surrounding source files (naming, headers, namespaces, C++ standard
+  level, use of `enum class`, etc.).
+- **Preserve behaviour.** A coding-standards fix is a refactor at the source
+  level, not a functional change. The fix must not alter observable runtime
+  behaviour unless the rule explicitly targets undefined or implementation-
+  defined behaviour that has to change.
+
+### 3. Do not touch build outputs, generated files, or `.gitignore`
+
+Autofix pull requests must only change source files that are part of the
+checked-in project. They must **not** include:
+
+- Build directories or files generated during compilation.
+- Editor / IDE state (`.vscode/`, `.idea/`, `.DS_Store`, etc.).
+- **`.gitignore` itself.** Do not add, remove, or reorder entries in
+  `.gitignore` as part of an autofix.
+- The CodeQL workflow files under `.github/workflows/` (e.g. `codeql.yml`).
+  Suppression or scope changes must use the deviation mechanism (see §4),
+  not workflow edits.
+
+### 4. Deviations — respect project policy and reference it in fixes
+
+A project under analysis may declare that a rule, file, region, or specific
+construct is intentionally exempt from a coding standard. Such deviations are
+not always expressed through the same mechanism: a project may use the
+**standard CodeQL Coding Standards deviation mechanism**, a **custom
+annotation or attribute** convention, **in-source line / block comments**,
+or a **separate documentation file** (for example a `DEVIATIONS.md`,
+`MISRA-deviations.md`, compliance matrix, or similar).
+
+The fix proposal must take what is found into account and treat it as an existing deviation if it clearly covers the alert location and rule.
+
+If the alert location is covered by an existing deviation:
+
+- **Still propose a code fix** that would make the location compliant by
+  default. Authors may have left the deviation in place pragmatically and
+  may prefer a real fix.
+- **In the pull request description, explicitly state** that a matching
+  deviation already exists in the project, citing the file path and the
+  relevant `rule-id` / `query-id` / `permit-id` / `code-identifier` / scope
+  (paths or markers) so reviewers can decide whether to accept the fix or
+  keep the deviation.
+- Do not silently delete or weaken an existing deviation, permit, or
+  re-categorization entry as part of the fix.
+
+### 5. False positives — propose a deviation, do not stay silent
+
+Copilot autofix normally refrains from opening a pull request when it
+considers an alert to be a false positive. For CodeQL Coding Standards alerts
+this behaviour is **overridden**: a false-positive determination must still
+result in a pull request, and that pull request must record the decision
+using the project’s deviation mechanism.
+
+The CodeQL Coding Standards project supports an explicit deviation mechanism,
+fully documented in
+[`docs/user_manual.md`](https://github.com/github/codeql-coding-standards/blob/main/docs/user_manual.md)
+(sections “Applying deviations”, “Deviation records”, “Deviation permits”,
+“Guideline re-categorization plan”).
+When an alert is judged to be a false positive, the autofix PR must:
+
+1. **Not modify the flagged code** to “work around” the alert.
+2. **Add or update a deviation record** that scopes precisely to the alert.
+   Prefer the narrowest scope that is appropriate:
+   - a `code-identifier` deviation referenced from the exact line, statement,
+     function, or block, via an attribute
+     (`[[codeql::<standard>_deviation("...")]]`) or a comment marker
+     (`// codeql::<standard>_deviation(...)`,
+     `// codeql::<standard>_deviation_next_line(...)`, or a
+     `..._deviation_begin` / `..._deviation_end` pair); or
+   - a `paths:`-scoped deviation in `coding-standards.yml` when a whole file
+     or directory is affected;
+   - a project-wide deviation only when the rule is genuinely inapplicable to
+     the project.
+   Use `<standard>` ∈ {`misra`, `autosar`, `cert`} as appropriate for the
+   alert.
+3. **Populate the deviation record** with at least:
+   - `rule-id` matching the alert’s rule identifier;
+   - `query-id` matching the alert’s `@id` (when the deviation is meant to
+     cover a single sub-query of the rule);
+   - a clear `justification` explaining why the alert is a false positive
+     (what the query missed, why the code is in fact compliant or safe);
+   - `scope`, `background`, and `requirements` when they help a reviewer
+     audit the decision;
+   - a `raised-by` entry (and leave `approved-by` for a human reviewer).
+4. **Place the deviation entry** in an existing `coding-standards.yml` if one
+   exists in an appropriate directory; otherwise create one at the most
+   specific directory whose subtree is affected. When using a `permit-id`,
+   reference an existing permit if one matches; do not invent new permit IDs
+   unless necessary.
+5. **In the PR description**, explicitly state that the alert is being
+   handled as a false positive via a deviation (not by code change), link to
+   the
+   [deviation mechanism documentation](https://github.com/github/codeql-coding-standards/blob/main/docs/user_manual.md#applying-deviations),
+   and summarise the justification so a reviewer can approve or reject it.
+
+A false-positive PR should therefore contain **only** the deviation entry
+and/or the in-source deviation marker — no changes to logic, no edits to
+build outputs, and no edits to `.gitignore`.
diff --git a/docs/user_manual.md b/docs/user_manual.md
index c58b8c25f..cee8ee965 100644
--- a/docs/user_manual.md
+++ b/docs/user_manual.md
@@ -646,6 +646,7 @@ The only use cases that will be certified under ISO 26262 are those listed above
 
 - Creating databases and running the CodeQL Coding Standards queries with the [CodeQL Action](https://github.com/github/codeql-action) (for GitHub Actions CI/CD system).
 - Uploading the SARIF results files for a CodeQL Coding Standards analysis to the GitHub [Code Scanning](https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/about-code-scanning) feature.
+- Using [Agentic Autofix in Code Scanning](https://docs.github.com/en/code-security/concepts/code-scanning/copilot-autofix-for-code-scanning) (use the reference [copilot-instructions.md](copilot-instructions.md) file provided). 
 
 ### Hazard and risk analysis