# Pitfall Log / 踩坑日志

项目：KeyValueSoftwareSystems/agent-opfor

摘要：发现 33 个潜在踩坑项，其中 2 个为 high/blocking；最高优先级：安全/权限坑 - 失败模式：security_permissions: feat: opfor setup wizard has no prompt for custom HTTP headers on url-transport MCP targets。

## 1. 安全/权限坑 · 失败模式：security_permissions: feat: opfor setup wizard has no prompt for custom HTTP headers on url-transport MCP targets

- 严重度：high
- 证据强度：source_linked
- 发现：Developers should check this security_permissions risk before relying on the project: feat: opfor setup wizard has no prompt for custom HTTP headers on url-transport MCP targets
- 对用户的影响：Developers may expose sensitive permissions or credentials: feat: opfor setup wizard has no prompt for custom HTTP headers on url-transport MCP targets
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/166 | feat: opfor setup wizard has no prompt for custom HTTP headers on url-transport MCP targets

## 2. 安全/权限坑 · 失败模式：security_permissions: feat: support for evaluating Site-Specific Extension Execution

- 严重度：high
- 证据强度：source_linked
- 发现：Developers should check this security_permissions risk before relying on the project: feat: support for evaluating Site-Specific Extension Execution
- 对用户的影响：Developers may expose sensitive permissions or credentials: feat: support for evaluating Site-Specific Extension Execution
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/179 | feat: support for evaluating Site-Specific Extension Execution

## 3. 安装坑 · 失败模式：installation: v0.10.0

- 严重度：medium
- 证据强度：source_linked
- 发现：Developers should check this installation risk before relying on the project: v0.10.0
- 对用户的影响：Upgrade or migration may change expected behavior: v0.10.0
- 证据：failure_mode_cluster:github_release | https://github.com/KeyValueSoftwareSystems/agent-opfor/releases/tag/v0.10.0 | v0.10.0

## 4. 安装坑 · 来源证据：feat: Ability to judge and create reports from the conversations between the user and the agent

- 严重度：medium
- 证据强度：source_linked
- 发现：GitHub 社区证据显示该项目存在一个安装相关的待验证问题：feat: Ability to judge and create reports from the conversations between the user and the agent
- 对用户的影响：可能增加新用户试用和生产接入成本。
- 证据：community_evidence:github | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/171 | 来源类型 github_issue 暴露的待验证使用条件。

## 5. 配置坑 · 可能修改宿主 AI 配置

- 严重度：medium
- 证据强度：source_linked
- 发现：项目面向 Claude/Cursor/Codex/Gemini/OpenCode 等宿主，或安装命令涉及用户配置目录。
- 对用户的影响：安装可能改变本机 AI 工具行为，用户需要知道写入位置和回滚方法。
- 证据：capability.host_targets | https://github.com/KeyValueSoftwareSystems/agent-opfor | host_targets=mcp_host, claude, cursor, chatgpt

## 6. 配置坑 · 失败模式：configuration: bug: Nested .opfor configs

- 严重度：medium
- 证据强度：source_linked
- 发现：Developers should check this configuration risk before relying on the project: bug: Nested .opfor configs
- 对用户的影响：Developers may misconfigure credentials, environment, or host setup: bug: Nested .opfor configs
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/183 | bug: Nested .opfor configs

## 7. 配置坑 · 失败模式：configuration: bug: Significant delay in registering pause button clicks.

- 严重度：medium
- 证据强度：source_linked
- 发现：Developers should check this configuration risk before relying on the project: bug: Significant delay in registering pause button clicks.
- 对用户的影响：Developers may misconfigure credentials, environment, or host setup: bug: Significant delay in registering pause button clicks.
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/182 | bug: Significant delay in registering pause button clicks.

## 8. 配置坑 · 失败模式：configuration: bug: browser extension targets login form instead of chatbot input during red-team assessment

- 严重度：medium
- 证据强度：source_linked
- 发现：Developers should check this configuration risk before relying on the project: bug: browser extension targets login form instead of chatbot input during red-team assessment
- 对用户的影响：Developers may misconfigure credentials, environment, or host setup: bug: browser extension targets login form instead of chatbot input during red-team assessment
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/178 | bug: browser extension targets login form instead of chatbot input during red-team assessment

## 9. 配置坑 · 失败模式：configuration: bug:browser extension generates next attack before the agent has completed its response

- 严重度：medium
- 证据强度：source_linked
- 发现：Developers should check this configuration risk before relying on the project: bug:browser extension generates next attack before the agent has completed its response
- 对用户的影响：Developers may misconfigure credentials, environment, or host setup: bug:browser extension generates next attack before the agent has completed its response
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/180 | bug:browser extension generates next attack before the agent has completed its response

## 10. 配置坑 · 失败模式：configuration: feat: add first-class support for additional LLM providers

- 严重度：medium
- 证据强度：source_linked
- 发现：Developers should check this configuration risk before relying on the project: feat: add first-class support for additional LLM providers
- 对用户的影响：Developers may misconfigure credentials, environment, or host setup: feat: add first-class support for additional LLM providers
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/181 | feat: add first-class support for additional LLM providers

## 11. 配置坑 · 来源证据：bug: Nested .opfor configs

- 严重度：medium
- 证据强度：source_linked
- 发现：GitHub 社区证据显示该项目存在一个配置相关的待验证问题：bug: Nested .opfor configs
- 对用户的影响：可能增加新用户试用和生产接入成本。
- 证据：community_evidence:github | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/183 | 来源讨论提到 node 相关条件，需在安装/试用前复核。

## 12. 配置坑 · 来源证据：bug: Significant delay in registering pause button clicks.

- 严重度：medium
- 证据强度：source_linked
- 发现：GitHub 社区证据显示该项目存在一个配置相关的待验证问题：bug: Significant delay in registering pause button clicks.
- 对用户的影响：可能增加新用户试用和生产接入成本。
- 证据：community_evidence:github | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/182 | 来源讨论提到 node 相关条件，需在安装/试用前复核。

## 13. 配置坑 · 来源证据：bug: browser extension targets login form instead of chatbot input during red-team assessment

- 严重度：medium
- 证据强度：source_linked
- 发现：GitHub 社区证据显示该项目存在一个配置相关的待验证问题：bug: browser extension targets login form instead of chatbot input during red-team assessment
- 对用户的影响：可能增加新用户试用和生产接入成本。
- 证据：community_evidence:github | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/178 | 来源讨论提到 node 相关条件，需在安装/试用前复核。

## 14. 配置坑 · 来源证据：bug:browser extension generates next attack before the agent has completed its response

- 严重度：medium
- 证据强度：source_linked
- 发现：GitHub 社区证据显示该项目存在一个配置相关的待验证问题：bug:browser extension generates next attack before the agent has completed its response
- 对用户的影响：可能增加新用户试用和生产接入成本。
- 证据：community_evidence:github | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/180 | 来源讨论提到 node 相关条件，需在安装/试用前复核。

## 15. 能力坑 · 能力判断依赖假设

- 严重度：medium
- 证据强度：source_linked
- 发现：README/documentation is current enough for a first validation pass.
- 对用户的影响：假设不成立时，用户拿不到承诺的能力。
- 证据：capability.assumptions | https://github.com/KeyValueSoftwareSystems/agent-opfor | README/documentation is current enough for a first validation pass.

## 16. 运行坑 · 来源证据：bug: Significant delay in registering pause button clicks.

- 严重度：medium
- 证据强度：source_linked
- 发现：GitHub 社区证据显示该项目存在一个运行相关的待验证问题：bug: Significant delay in registering pause button clicks.
- 对用户的影响：可能增加新用户试用和生产接入成本。
- 证据：community_evidence:github | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/177 | 来源类型 github_issue 暴露的待验证使用条件。

## 17. 运行坑 · 来源证据：feat: Show the response of agent errors instead of just an HTTP status code.

- 严重度：medium
- 证据强度：source_linked
- 发现：GitHub 社区证据显示该项目存在一个运行相关的待验证问题：feat: Show the response of agent errors instead of just an HTTP status code.
- 对用户的影响：可能增加新用户试用和生产接入成本。
- 证据：community_evidence:github | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/176 | 来源类型 github_issue 暴露的待验证使用条件。

## 18. 维护坑 · 维护活跃度未知

- 严重度：medium
- 证据强度：source_linked
- 发现：未记录 last_activity_observed。
- 对用户的影响：新项目、停更项目和活跃项目会被混在一起，推荐信任度下降。
- 证据：evidence.maintainer_signals | https://github.com/KeyValueSoftwareSystems/agent-opfor | last_activity_observed missing

- 严重度：medium
- 证据强度：source_linked
- 发现：no_demo
- 证据：downstream_validation.risk_items | https://github.com/KeyValueSoftwareSystems/agent-opfor | no_demo; severity=medium

## 20. 安全/权限坑 · 存在评分风险

- 严重度：medium
- 证据强度：source_linked
- 发现：no_demo
- 对用户的影响：风险会影响是否适合普通用户安装。
- 证据：risks.scoring_risks | https://github.com/KeyValueSoftwareSystems/agent-opfor | no_demo; severity=medium

## 21. 安全/权限坑 · 来源证据：feat: add first-class support for additional LLM providers

- 严重度：medium
- 证据强度：source_linked
- 发现：GitHub 社区证据显示该项目存在一个安全/权限相关的待验证问题：feat: add first-class support for additional LLM providers
- 对用户的影响：可能影响授权、密钥配置或安全边界。
- 证据：community_evidence:github | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/181 | 来源类型 github_issue 暴露的待验证使用条件。

## 22. 安全/权限坑 · 来源证据：feat: opfor setup wizard has no prompt for custom HTTP headers on url-transport MCP targets

- 严重度：medium
- 证据强度：source_linked
- 发现：GitHub 社区证据显示该项目存在一个安全/权限相关的待验证问题：feat: opfor setup wizard has no prompt for custom HTTP headers on url-transport MCP targets
- 对用户的影响：可能影响授权、密钥配置或安全边界。
- 证据：community_evidence:github | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/166 | 来源讨论提到 api key 相关条件，需在安装/试用前复核。

## 23. 安全/权限坑 · 来源证据：feat: support for evaluating Site-Specific Extension Execution

- 严重度：medium
- 证据强度：source_linked
- 发现：GitHub 社区证据显示该项目存在一个安全/权限相关的待验证问题：feat: support for evaluating Site-Specific Extension Execution
- 对用户的影响：可能影响授权、密钥配置或安全边界。
- 证据：community_evidence:github | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/179 | 来源类型 github_issue 暴露的待验证使用条件。

## 24. 能力坑 · 失败模式：capability: bug: Significant delay in registering pause button clicks.

- 严重度：low
- 证据强度：source_linked
- 发现：Developers should check this capability risk before relying on the project: bug: Significant delay in registering pause button clicks.
- 对用户的影响：Developers may hit a documented source-backed failure mode: bug: Significant delay in registering pause button clicks.
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/177 | bug: Significant delay in registering pause button clicks.

## 25. 能力坑 · 失败模式：capability: feat: Ability to judge and create reports from the conversations between the user and the agent

- 严重度：low
- 证据强度：source_linked
- 发现：Developers should check this capability risk before relying on the project: feat: Ability to judge and create reports from the conversations between the user and the agent
- 对用户的影响：Developers may hit a documented source-backed failure mode: feat: Ability to judge and create reports from the conversations between the user and the agent
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/171 | feat: Ability to judge and create reports from the conversations between the user and the agent

## 26. 能力坑 · 失败模式：capability: feat: OPFOR getting the ability to upload files to agent

- 严重度：low
- 证据强度：source_linked
- 发现：Developers should check this capability risk before relying on the project: feat: OPFOR getting the ability to upload files to agent
- 对用户的影响：Developers may hit a documented source-backed failure mode: feat: OPFOR getting the ability to upload files to agent
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/173 | feat: OPFOR getting the ability to upload files to agent

## 27. 能力坑 · 失败模式：capability: feat: Show the response of agent errors instead of just an HTTP status code.

- 严重度：low
- 证据强度：source_linked
- 发现：Developers should check this capability risk before relying on the project: feat: Show the response of agent errors instead of just an HTTP status code.
- 对用户的影响：Developers may hit a documented source-backed failure mode: feat: Show the response of agent errors instead of just an HTTP status code.
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/176 | feat: Show the response of agent errors instead of just an HTTP status code.

## 28. 能力坑 · 失败模式：capability: feat: evaluator for remote code execution

- 严重度：low
- 证据强度：source_linked
- 发现：Developers should check this capability risk before relying on the project: feat: evaluator for remote code execution
- 对用户的影响：Developers may hit a documented source-backed failure mode: feat: evaluator for remote code execution
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/172 | feat: evaluator for remote code execution

## 29. 能力坑 · 失败模式：capability: feat: judging file outputs of the agent.

- 严重度：low
- 证据强度：source_linked
- 发现：Developers should check this capability risk before relying on the project: feat: judging file outputs of the agent.
- 对用户的影响：Developers may hit a documented source-backed failure mode: feat: judging file outputs of the agent.
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/174 | feat: judging file outputs of the agent.

## 30. 能力坑 · 失败模式：conceptual: feat: Allow the user the steer the attacker agent during testing

- 严重度：low
- 证据强度：source_linked
- 发现：Developers should check this conceptual risk before relying on the project: feat: Allow the user the steer the attacker agent during testing
- 对用户的影响：Developers may hit a documented source-backed failure mode: feat: Allow the user the steer the attacker agent during testing
- 证据：failure_mode_cluster:github_issue | https://github.com/KeyValueSoftwareSystems/agent-opfor/issues/175 | feat: Allow the user the steer the attacker agent during testing

## 31. 运行坑 · 失败模式：performance: v0.9.0

- 严重度：low
- 证据强度：source_linked
- 发现：Developers should check this performance risk before relying on the project: v0.9.0
- 对用户的影响：Upgrade or migration may change expected behavior: v0.9.0
- 证据：failure_mode_cluster:github_release | https://github.com/KeyValueSoftwareSystems/agent-opfor/releases/tag/v0.9.0 | v0.9.0

## 32. 维护坑 · issue/PR 响应质量未知

- 严重度：low
- 证据强度：source_linked
- 发现：issue_or_pr_quality=unknown。
- 对用户的影响：用户无法判断遇到问题后是否有人维护。
- 证据：evidence.maintainer_signals | https://github.com/KeyValueSoftwareSystems/agent-opfor | issue_or_pr_quality=unknown

## 33. 维护坑 · 发布节奏不明确

- 严重度：low
- 证据强度：source_linked
- 发现：release_recency=unknown。
- 对用户的影响：安装命令和文档可能落后于代码，用户踩坑概率升高。
- 证据：evidence.maintainer_signals | https://github.com/KeyValueSoftwareSystems/agent-opfor | release_recency=unknown