--- 格式版本: 2 标题: "Triage a backlog – Codex Security | ChatGPT Learn" 原文链接: "https://developers.openai.com/codex/security/plugin/triage-backlog" 发布日期: "2026-08-16" 发布时间校准状态: "found" 发布时间需复核: "否" 发布时间来源: "rule:local:strict_original_body" 发布时间证据: "Published Time: Sun, 16 Aug 2026 10:13:08 GMT" 发布时间校准原因: "规则确认唯一严格发布时间，来源 local:strict_original_body" 发布时间校准置信度: "high" 发布时间候选数量: 4 发布时间严格候选数量: 1 发布时间原页读取状态: "source template page reused from URL open" 发布时间未找到原因: "" 发布时间校准时间: "2026-08-17T00:08:27+08:00" 发布时间仲裁状态: "skipped" 发布时间仲裁尝试次数: 0 发布时间仲裁耗时毫秒: 0 发现时间: "2026-08-16T23:54:06+08:00" 入库时间: "2026-08-16T16:08:27.963Z" 来源平台: "固定入口" 搜索渠道: "fixed_url" 搜索词: "https://developers.openai.com/blog" 匹配关键词: - "deployment" - "performance" - "latency" - "throughput" - "AI" 相关厂家: - "OpenAI" - "Microsoft" - "AWS" - "Google" - "Oracle" 相关专家: [] 内容类型: "网页" 抓取工具: "Jina Reader" 清洗工具: "Jina Reader Markdown + Defuddle/Readability 正文提取" 原始附件: [] AI优质: "否" AI打分: 5 AI分档: "非优质" AI质检状态: "不通过" AI打分理由: "该页面为OpenAI Codex安全插件文档导航页，内容为文档索引和链接，完全不涉及超节点、AI Rack、机柜级基础设施、供电散热互连或量产部署等主题，属于无关空壳页。" AI质检模型: "ali-deepseek-v4-flash" AI质检时间: "2026-08-17T00:08:48+08:00" AI主题相关性: 0 AI来源权威性: 5 AI新颖性: 0 AI技术细节: 0 AI商业部署信号: 0 AI完整性: 0 AI摘要: "这篇文章是 OpenAI Codex 安全插件的使用文档，讲解如何对安全积压事项（backlog）进行分诊和排序，帮助开发者识别并优先处理风险项；具体操作步骤位于 Codex Security 插件文档中。" AI摘要模型: "ali-deepseek-v4-flash" AI摘要时间: "2026-09-07T03:26:56.919Z" 采集批次: "2026年8月16日20点37分10秒" 采集批次ID: "20260816-203710-016" 去重键: "https://developers.openai.com/codex/security/plugin/triage-backlog" --- Title: Triage a backlog – Codex Security | ChatGPT Learn URL Source: https://developers.openai.com/codex/security/plugin/triage-backlog Published Time: Sun, 16 Aug 2026 10:13:08 GMT Markdown Content: For the complete documentation index, see [llms.txt](https://developers.openai.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to the page URL. 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[FAQ](https://developers.openai.com/codex/security/faq) ### Cyber safety * [Models & Trusted Access](https://developers.openai.com/codex/cyber-safety) * [Recommended configuration](https://developers.openai.com/codex/cyber-safety/recommended-configuration) Copy Page # Triage a backlog Review existing security findings against a repository and order follow-up work. Copy Page Use `$codex-security:triage-finding` to review existing security findings against the current repository. This workflow performs a read-only static analysis: Codex treats each finding as an unproven claim and inspects repository evidence without executing the code. Run this workflow from a Codex project scoped to the repository you want to assess. Codex must be able to read the repository’s source code. Jira and Linear connectors can provide finding data, while GitHub findings require authenticated GitHub REST access. Neither replaces access to the source code. Under the hood, Codex starts from the cited code or version information. It traces the claimed attacker-controlled source, relevant security controls, dangerous sink, and reachable path. It also checks the product surface and trust boundary, looks for contradictory evidence, and records proof gaps. Codex then returns one verdict per finding and ranks the findings that need action or further review. This differs from `$codex-security:validation`, which can build or run code, create a focused test or proof of concept, or exercise a real interface to reproduce or disprove a finding. Use triage to classify and rank an existing backlog. Use validation when runtime evidence could resolve a finding that static evidence leaves uncertain. Backlog triage starts from existing findings. To search the repository for new vulnerabilities, [run a security scan](https://developers.openai.com/codex/security/plugin/scans). Triage doesn’t modify the repository or implement fixes. ## Choose the findings to triage You can supply one finding or a collection from these sources: | Source | What to provide | Requirements | | --- | --- | --- | | Pasted or local findings | SARIF results, a CVE or GHSA, an advisory, a scanner ticket, a bug bounty report, a Codex Security finding artifact, or a plain-language vulnerability claim. | No connector required. | | Jira or Linear | Exact security or vulnerability issue URLs or identifiers, Jira JQL, or a Linear team, project, or search phrase. Codex retrieves the selected issue content before triage. | [Jira through Atlassian Rovo](codex://plugins/plugin_connector_692de805e3ec8191834719067174a384) or [Linear](codex://plugins/plugin_asdk_app_69a089a326dc8191b32a3f2553f5be2c) with read access. | | GitHub | A repository and one finding source: code scanning, `Dependabot` vulnerabilities and malware, security advisories and private vulnerability reports, or all sources. If you don’t specify a repository, Codex uses the GitHub repository attached to the current Codex project when available. GitHub Issues aren’t included in the default GitHub sources; provide a specific issue or ask for GitHub Issues explicitly when you want to triage them. | Authenticated GitHub REST access, such as `gh auth token`, `GH_TOKEN`, or `GITHUB_TOKEN`, with permission to read the selected repository and finding type. | Codex keeps one result for every supplied finding, in input order, so each source finding stays traceable. It doesn’t merge or drop findings that look like duplicates. ## Run read-only triage For pasted findings or local artifacts, send a prompt like: ``` Use $codex-security:triage-finding to triage these existing security findings against this repository: [Paste the findings or provide the artifact path.] ``` For Jira or Linear issues, identify the issue set and keep the source system read-only: ``` Use $codex-security:triage-finding to import and triage the security findings from [Jira or Linear issue URLs, identifiers, or query] against this repository. Do not change the source issues. ``` For GitHub findings, name the repository and source: `Use $codex-security:triage-finding to import and triage [code scanning, Dependabot vulnerabilities and malware, security advisories and private vulnerability reports, or all] from [owner/repository] against this repository.` To use the GitHub repository attached to the current Codex project, specify only the finding source: `Use $codex-security:triage-finding to import and triage [code scanning, Dependabot vulnerabilities and malware, security advisories and private vulnerability reports, or all] from GitHub against this repository. Use the GitHub repository attached to the current Codex project.` The workflow proceeds in this order: 1. Collect and organize the findings Codex retrieves any requested issue or GitHub content, preserves source identifiers and references, and creates one triage item per input. It builds the complete item list before assigning verdicts. 2. Confirm the repository context Codex resolves the current repository and revision when available. It reads `SECURITY.md` when present so supported versions, trusted inputs, product boundaries, and out-of-scope surfaces inform the assessment. 3. Inspect the static evidence For each finding, Codex traces the claimed attacker-controlled source, relevant security control, vulnerable sink, reachable path, and supported security boundary. It records supporting evidence, evidence against the claim, and proof gaps. 4. Assign verdicts and ranks Codex assigns a verdict and confidence to every finding. It ranks `confirmed` and `needs_review` findings by exploitability in separate queues. ## Review the results | Verdict | What it means | | --- | --- | | `confirmed` | Repository evidence shows that the vulnerable path is reachable under the stated preconditions and crosses a supported security boundary. | | `not_actionable` | Repository evidence rules out the claim, such as by showing an unaffected version, unreachable path, effective guard, or non-shipped surface. | | `needs_review` | Repository evidence isn’t enough to decide because required information is missing, ambiguous, runtime-dependent, environment-dependent, or policy-dependent. | Exploitability ranks use positive integers starting at `1`, independently within each verdict queue. This keeps remediation priorities separate from unresolved review work. Rank `1` is the most exploitable `confirmed` finding or the highest-priority `needs_review` finding in that result set. The rank isn’t a scanner severity score, and `not_actionable` findings aren’t ranked. For each finding, review: * the rationale for the verdict and rank * supporting evidence and evidence against the claim * open questions and remaining proof gaps * the affected location and component * the product surface and source trust level * the recommended next step * the [`$codex-security:fix-finding`](https://developers.openai.com/codex/security/plugin/fix-findings) handoff, when the finding is `confirmed` Triage is complete when every supplied finding has one result, Codex preserves its source identifier, and any uncertainty is explicit. Jira, Linear, and other backlog records remain unchanged unless you ask Codex to write back after reviewing the triage results. ## Next steps * `confirmed`: After a person accepts the finding for remediation, use [`$codex-security:fix-finding`](https://developers.openai.com/codex/security/plugin/fix-findings) to fix and verify it. Triage prepares a prompt-ready handoff but doesn’t invoke the skill automatically. * `needs_review`: If running code can resolve the proof gap, use `$codex-security:validation` to perform bounded dynamic validation. Pass the finding claim, affected locations, preconditions, static evidence, and proof gaps from the triage result: `Use $codex-security:validation to dynamically validate finding [triage item ID or source ID] from the backlog triage result. Use the strongest realistic, bounded method, record exactly what was tested, and preserve any remaining proof gaps.` Unlike triage, validation may build or run code, create a focused test or proof of concept, or exercise a real interface. Review the proposed commands before approving them and keep [Codex approval and security policies](https://developers.openai.com/codex/agent-approvals-security) in place. * `needs_review`: If the finding depends on product policy or deployment context, answer the listed open questions before changing code. * `not_actionable`: Keep the evidence with your triage record. Codex doesn’t automatically close or update the source ticket. * To look for vulnerabilities beyond the supplied backlog, [run a security scan](https://developers.openai.com/codex/security/plugin/scans). [Previous Use the Security workbench](https://developers.openai.com/codex/security/plugin/workbench)[Next Fix findings](https://developers.openai.com/codex/security/plugin/fix-findings) Ask AI ## Docs agent Loading docs agent...