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@m-y-mo m-y-mo commented Dec 16, 2025

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Copilot AI review requested due to automatic review settings December 16, 2025 10:59
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Pull request overview

This PR updates two README files to reflect recent changes in the codebase configuration and usage patterns. The updates provide better guidance for users on setting up AI API configurations, GitHub tokens, and alert triage workflows.

Key changes:

  • Added comprehensive documentation for AI API endpoint and token configuration requirements
  • Documented how to configure Actions alert rules with different severity levels and how to override them via command line
  • Updated variable references from ALERT_RESULTS_DIR to DATA_DIR to align with user-facing environment variables

Reviewed changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 3 comments.

File Description
README.md Adds documentation for AI API configuration (AI_API_TOKEN, AI_API_ENDPOINT) and GH_TOKEN environment variables required for the taskflows
src/seclab_taskflows/taskflows/alert_triage_examples/README.md Adds section explaining Actions alert rule configuration with severity levels and command-line override examples; updates database location reference from ALERT_RESULTS_DIR to DATA_DIR for consistency

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The `MEMCACHE_STATE_DIR` is needed to persist some intermediate data in the memcache, `DATA_DIR` is needed for various mcp servers to store intermediate results, and `LOG_DIR` is used to store log files generated by the servers. These can be set in a `.env` file in the `src` directory.

In addition, AI API endpoints and secrets also needs to be configured via [environment variables or Codespace secrets](https://github.com/GitHubSecurityLab/seclab-taskflow-agent?tab=readme-ov-file#configuration). In particular, the environment variables `AI_API_TOKEN` and `AI_API_ENDPOINT` needs to be set to the approach AI API endpoints and credentials. If not set, the default `AI_API_ENDPOINT` is GitHub models:
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Grammar issue: "also needs" should be "also need" for subject-verb agreement with the plural subject "AI API endpoints and secrets".

Suggested change
In addition, AI API endpoints and secrets also needs to be configured via [environment variables or Codespace secrets](https://github.com/GitHubSecurityLab/seclab-taskflow-agent?tab=readme-ov-file#configuration). In particular, the environment variables `AI_API_TOKEN` and `AI_API_ENDPOINT` needs to be set to the approach AI API endpoints and credentials. If not set, the default `AI_API_ENDPOINT` is GitHub models:
In addition, AI API endpoints and secrets also need to be configured via [environment variables or Codespace secrets](https://github.com/GitHubSecurityLab/seclab-taskflow-agent?tab=readme-ov-file#configuration). In particular, the environment variables `AI_API_TOKEN` and `AI_API_ENDPOINT` needs to be set to the approach AI API endpoints and credentials. If not set, the default `AI_API_ENDPOINT` is GitHub models:

Copilot uses AI. Check for mistakes.

The `MEMCACHE_STATE_DIR` is needed to persist some intermediate data in the memcache, `DATA_DIR` is needed for various mcp servers to store intermediate results, and `LOG_DIR` is used to store log files generated by the servers. These can be set in a `.env` file in the `src` directory.

In addition, AI API endpoints and secrets also needs to be configured via [environment variables or Codespace secrets](https://github.com/GitHubSecurityLab/seclab-taskflow-agent?tab=readme-ov-file#configuration). In particular, the environment variables `AI_API_TOKEN` and `AI_API_ENDPOINT` needs to be set to the approach AI API endpoints and credentials. If not set, the default `AI_API_ENDPOINT` is GitHub models:
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Typo: "approach" should be "appropriate" to correctly convey that these are the correct/proper AI API endpoints.

Suggested change
In addition, AI API endpoints and secrets also needs to be configured via [environment variables or Codespace secrets](https://github.com/GitHubSecurityLab/seclab-taskflow-agent?tab=readme-ov-file#configuration). In particular, the environment variables `AI_API_TOKEN` and `AI_API_ENDPOINT` needs to be set to the approach AI API endpoints and credentials. If not set, the default `AI_API_ENDPOINT` is GitHub models:
In addition, AI API endpoints and secrets also needs to be configured via [environment variables or Codespace secrets](https://github.com/GitHubSecurityLab/seclab-taskflow-agent?tab=readme-ov-file#configuration). In particular, the environment variables `AI_API_TOKEN` and `AI_API_ENDPOINT` needs to be set to the appropriate AI API endpoints and credentials. If not set, the default `AI_API_ENDPOINT` is GitHub models:

Copilot uses AI. Check for mistakes.

The `MEMCACHE_STATE_DIR` is needed to persist some intermediate data in the memcache, `DATA_DIR` is needed for various mcp servers to store intermediate results, and `LOG_DIR` is used to store log files generated by the servers. These can be set in a `.env` file in the `src` directory.

In addition, AI API endpoints and secrets also needs to be configured via [environment variables or Codespace secrets](https://github.com/GitHubSecurityLab/seclab-taskflow-agent?tab=readme-ov-file#configuration). In particular, the environment variables `AI_API_TOKEN` and `AI_API_ENDPOINT` needs to be set to the approach AI API endpoints and credentials. If not set, the default `AI_API_ENDPOINT` is GitHub models:
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Copilot AI Dec 16, 2025

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Grammar issue: "needs" should be "need" for subject-verb agreement with the plural subject "environment variables AI_API_TOKEN and AI_API_ENDPOINT".

Suggested change
In addition, AI API endpoints and secrets also needs to be configured via [environment variables or Codespace secrets](https://github.com/GitHubSecurityLab/seclab-taskflow-agent?tab=readme-ov-file#configuration). In particular, the environment variables `AI_API_TOKEN` and `AI_API_ENDPOINT` needs to be set to the approach AI API endpoints and credentials. If not set, the default `AI_API_ENDPOINT` is GitHub models:
In addition, AI API endpoints and secrets also need to be configured via [environment variables or Codespace secrets](https://github.com/GitHubSecurityLab/seclab-taskflow-agent?tab=readme-ov-file#configuration). In particular, the environment variables `AI_API_TOKEN` and `AI_API_ENDPOINT` needs to be set to the approach AI API endpoints and credentials. If not set, the default `AI_API_ENDPOINT` is GitHub models:

Copilot uses AI. Check for mistakes.
@m-y-mo m-y-mo merged commit ed67faf into main Dec 16, 2025
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3 participants