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Add runtime-behavior audit issue drafts for correctness and trust risks#4

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Add runtime-behavior audit issue drafts for correctness and trust risks#4
Copilot wants to merge 4 commits into
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copilot/review-code-runtime-issues

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Copilot AI commented Mar 21, 2026

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This PR addresses the runtime audit request by producing behavior-focused GitHub issue drafts instead of style feedback. The output targets correctness, architectural risk, and misleading “successful” outcomes across protection, batch, reporting, and benchmarking flows.

  • What was added

    • New document: docs/RUNTIME_AUDIT_ISSUES.md
    • Contains 5 ready-to-file issue drafts with the required fields:
      • Title
      • Severity
      • Affected files
      • Exact risk
      • User-visible impact
      • Proposed change
      • Acceptance criteria
  • Audit coverage

    • Batch behavior / failure signaling
      • Exit code remains success on partial failures.
      • No-op batch runs can appear successful.
    • Report accuracy / CLI consistency
      • Adaptive mode lacks attempt-trace metadata in reports.
    • Benchmark trustworthiness
      • Stochastic benchmark paths are not reproducible by default.
      • Benchmark collection can abort on first error and lose partial evidence.
  • Issue quality constraints applied

    • Excludes style-only concerns.
    • Focuses on runtime correctness, trust, and observable user impact.
    • Uses repository-relative file paths for portability.

Example issue format used in the new document:

## <Issue Title>

- **Severity:** High|Medium|Low
- **Affected files:** `src/...`
- **Exact risk:** ...
- **User-visible impact:** ...
- **Proposed change:** ...
- **Acceptance criteria:**
  - ...
  - ...
Original prompt

This section details on the original issue you should resolve

<issue_title>audit code/runtime</issue_title>
<issue_description>Review this repository like a senior code reviewer and generate GitHub issues only for runtime correctness, architectural risks, and misleading behavior.

Focus on:

  • attack/protection logic
  • scoring/metrics validity
  • CLI/service consistency
  • batch behavior
  • report accuracy
  • benchmark trustworthiness
  • failure modes hidden behind "successful" outputs

For each issue, include:

  • Title
  • Severity
  • Affected files
  • Exact risk
  • User-visible impact
  • Proposed change
  • Acceptance criteria

Do not create style-only issues. Only create issues that affect behavior, correctness, or trustworthiness.
</issue_description>

Comments on the Issue (you are @copilot in this section)


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Copilot AI and others added 3 commits March 21, 2026 06:37
Co-authored-by: VoDaiLocz <88762074+VoDaiLocz@users.noreply.github.com>
Agent-Logs-Url: https://github.com/VoDaiLocz/Lock-ART./sessions/50324674-f1e0-441a-8d6b-7e76beee60d5
Co-authored-by: VoDaiLocz <88762074+VoDaiLocz@users.noreply.github.com>
Agent-Logs-Url: https://github.com/VoDaiLocz/Lock-ART./sessions/50324674-f1e0-441a-8d6b-7e76beee60d5
Co-authored-by: VoDaiLocz <88762074+VoDaiLocz@users.noreply.github.com>
Agent-Logs-Url: https://github.com/VoDaiLocz/Lock-ART./sessions/50324674-f1e0-441a-8d6b-7e76beee60d5
Copilot AI changed the title [WIP] Audit code for runtime correctness and architectural risks Add runtime-behavior audit issue drafts for correctness and trust risks Mar 21, 2026
Copilot AI requested a review from VoDaiLocz March 21, 2026 06:39
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audit code/runtime

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