codeant-ai-for-open-source[bot] commented on code in PR #43596:
URL: https://github.com/apache/superset/pull/43596#discussion_r3873468621


##########
docs/docs/using-superset/using-ai-with-superset.mdx:
##########
@@ -248,11 +248,12 @@ Ask your admin for the MCP server URL and any 
authentication tokens you need.
 
 ### Datasets
 
-| Tool                     | Description                                      |
-| ------------------------ | ------------------------------------------------ |
-| `list_datasets`          | List datasets with filtering and search          |
-| `get_dataset_info`       | Get dataset metadata (columns, metrics, filters) |
-| `create_virtual_dataset` | Create a virtual dataset from a SQL query        |
+| Tool                     | Description                                       
                                             |
+| ------------------------ | 
----------------------------------------------------------------------------------------------
 |
+| `list_datasets`          | List datasets with filtering and search           
                                             |
+| `get_dataset_info`       | Get dataset metadata (columns, metrics, filters)  
                                             |

Review Comment:
   **Suggestion:** The `get_dataset_info` entry claims that the tool returns 
dataset filters, but its response schema exposes columns and saved metrics and 
has no dataset-level `filters` field. This can cause clients to rely on a 
response property that is never produced; describe the returned column and 
metric metadata instead, or document the actual filterable-column information. 
[api mismatch]
   
   <details>
   <summary><b>Severity Level:</b> Minor ๐Ÿงน</summary>
   
   ```mdx
   - โš ๏ธ MCP clients may expect a nonexistent filters response field.
   - โš ๏ธ Dataset discovery documentation misleads users about returned metadata.
   ```
   </details>
   
   [![Use CodeAnt 
Skill](https://new-codeant-butcket.s3.us-west-1.amazonaws.com/badges/use-codeant-skill-flat-v2.svg)](https://docs.codeant.ai/cli/resolve-pr-comments-skill)
 [![Fix in 
Cursor](https://new-codeant-butcket.s3.us-west-1.amazonaws.com/badges/fix-in-cursor-flat.svg)](https://app.codeant.ai/fix-in-ide?tool=cursor&prompt_id=7c6779cc0d1243719ee815dea418454d&service=github&base_url=https%3A%2F%2Fgithub.com&org=apache&repo=apache%2Fsuperset)
 [![Fix in VSCode 
Claude](https://new-codeant-butcket.s3.us-west-1.amazonaws.com/badges/fix-in-vscode-claude-flat.svg)](https://app.codeant.ai/fix-in-ide?tool=vscode-claude&prompt_id=7c6779cc0d1243719ee815dea418454d&service=github&base_url=https%3A%2F%2Fgithub.com&org=apache&repo=apache%2Fsuperset)
   <details>
   <summary><b>Prompt for AI Agent ๐Ÿค– </b></summary>
   
   ```mdx
   This is a comment left during a code review.
   
   **Path:** docs/docs/using-superset/using-ai-with-superset.mdx
   **Line:** 254:254
   **Comment:**
        *Api Mismatch: The `get_dataset_info` entry claims that the tool 
returns dataset filters, but its response schema exposes columns and saved 
metrics and has no dataset-level `filters` field. This can cause clients to 
rely on a response property that is never produced; describe the returned 
column and metric metadata instead, or document the actual filterable-column 
information.
   
   Validate the correctness of the flagged issue. If correct, How can I resolve 
this? If you propose a fix, implement it and please make it concise.
   Once fix is implemented, also check other comments on the same PR, and ask 
user if the user wants to fix the rest of the comments as well. if said yes, 
then fetch all the comments validate the correctness and implement a minimal fix
   ```
   </details>
   <a 
href='https://app.codeant.ai/feedback?pr_url=https%3A%2F%2Fgithub.com%2Fapache%2Fsuperset%2Fpull%2F43596&comment_hash=e1ad4906e9643473ffb169dd010bb8c20836f01f617cf23129558edecbeb019c&reaction=like'>๐Ÿ‘</a>
 | <a 
href='https://app.codeant.ai/feedback?pr_url=https%3A%2F%2Fgithub.com%2Fapache%2Fsuperset%2Fpull%2F43596&comment_hash=e1ad4906e9643473ffb169dd010bb8c20836f01f617cf23129558edecbeb019c&reaction=dislike'>๐Ÿ‘Ž</a>



##########
docs/docs/using-superset/using-ai-with-superset.mdx:
##########
@@ -248,11 +248,12 @@ Ask your admin for the MCP server URL and any 
authentication tokens you need.
 
 ### Datasets
 
-| Tool                     | Description                                      |
-| ------------------------ | ------------------------------------------------ |
-| `list_datasets`          | List datasets with filtering and search          |
-| `get_dataset_info`       | Get dataset metadata (columns, metrics, filters) |
-| `create_virtual_dataset` | Create a virtual dataset from a SQL query        |
+| Tool                     | Description                                       
                                             |
+| ------------------------ | 
----------------------------------------------------------------------------------------------
 |
+| `list_datasets`          | List datasets with filtering and search           
                                             |
+| `get_dataset_info`       | Get dataset metadata (columns, metrics, filters)  
                                             |
+| `create_virtual_dataset` | Create a virtual dataset from a SQL query         
                                             |
+| `update_dataset_metric`  | Update a saved metric's expression, name, 
verbose_name, or format (requires dataset ownership) |

Review Comment:
   **Suggestion:** The description does not warn that updating a saved metric 
changes the reusable metric definition for every chart that references it. 
Because this is a destructive, dataset-wide operation rather than a local chart 
edit, clients may perform an apparently narrow expression or formatting change 
and unintentionally alter many existing charts; include the operation's 
cross-chart impact in the reference. [security]
   
   <details>
   <summary><b>Severity Level:</b> Major โš ๏ธ</summary>
   
   ```mdx
   - โš ๏ธ Shared metric edits can alter multiple existing charts.
   - โŒ Metric expression changes can change chart results unexpectedly.
   ```
   </details>
   
   [![Use CodeAnt 
Skill](https://new-codeant-butcket.s3.us-west-1.amazonaws.com/badges/use-codeant-skill-flat-v2.svg)](https://docs.codeant.ai/cli/resolve-pr-comments-skill)
 [![Fix in 
Cursor](https://new-codeant-butcket.s3.us-west-1.amazonaws.com/badges/fix-in-cursor-flat.svg)](https://app.codeant.ai/fix-in-ide?tool=cursor&prompt_id=0589af942e55453784dfc8ee75238480&service=github&base_url=https%3A%2F%2Fgithub.com&org=apache&repo=apache%2Fsuperset)
 [![Fix in VSCode 
Claude](https://new-codeant-butcket.s3.us-west-1.amazonaws.com/badges/fix-in-vscode-claude-flat.svg)](https://app.codeant.ai/fix-in-ide?tool=vscode-claude&prompt_id=0589af942e55453784dfc8ee75238480&service=github&base_url=https%3A%2F%2Fgithub.com&org=apache&repo=apache%2Fsuperset)
   <details>
   <summary><b>Prompt for AI Agent ๐Ÿค– </b></summary>
   
   ```mdx
   This is a comment left during a code review.
   
   **Path:** docs/docs/using-superset/using-ai-with-superset.mdx
   **Line:** 256:256
   **Comment:**
        *Security: The description does not warn that updating a saved metric 
changes the reusable metric definition for every chart that references it. 
Because this is a destructive, dataset-wide operation rather than a local chart 
edit, clients may perform an apparently narrow expression or formatting change 
and unintentionally alter many existing charts; include the operation's 
cross-chart impact in the reference.
   
   Validate the correctness of the flagged issue. If correct, How can I resolve 
this? If you propose a fix, implement it and please make it concise.
   Once fix is implemented, also check other comments on the same PR, and ask 
user if the user wants to fix the rest of the comments as well. if said yes, 
then fetch all the comments validate the correctness and implement a minimal fix
   ```
   </details>
   <a 
href='https://app.codeant.ai/feedback?pr_url=https%3A%2F%2Fgithub.com%2Fapache%2Fsuperset%2Fpull%2F43596&comment_hash=759dd66f1199a4e1ce38580f557a3a1d68834f02214bf1432373678a482fde5d&reaction=like'>๐Ÿ‘</a>
 | <a 
href='https://app.codeant.ai/feedback?pr_url=https%3A%2F%2Fgithub.com%2Fapache%2Fsuperset%2Fpull%2F43596&comment_hash=759dd66f1199a4e1ce38580f557a3a1d68834f02214bf1432373678a482fde5d&reaction=dislike'>๐Ÿ‘Ž</a>



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