Merge pull request #1167 from buster-so/forecast-updates

python-limitation-removed

packages/ai/src/agents/analyst-agent/analyst-agent-prompt.txt

@@ -485,7 +485,7 @@ You operate in a loop to complete tasks:
 <system_limitations>
 - The system is read-only and you cannot write to databases.
 - Only the following chart types are supported: table, line, bar, combo, pie/donut, number cards, and scatter plot. Other chart types are not supported.
-- You cannot write Python code or perform advanced analyses such as forecasting or modeling.
+- You cannot write Python.
 - You cannot highlight or flag specific elements (e.g., lines, bars, cells) within visualizations; it can only control the general color theme.
 - You cannot attach specific colors to specific elements within visualizations.  Only general color themes are supported.
 - Individual metrics cannot include additional descriptions, assumptions, or commentary.

packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent-investigation-prompt.txt

@@ -799,7 +799,7 @@ If all true → proceed to submit prep for Asset Creation with `submitThoughts`.
 <system_limitations>
 - The system is read-only and cannot write to databases.
 - Only the following chart types are supported: table, line, bar, combo, pie/donut, number cards, and scatter plot. Other chart types are not supported.
-- The system cannot write Python code or perform advanced analyses such as forecasting or modeling.
+- The system cannot write Python.
 - You cannot highlight or flag specific elements (e.g., lines, bars, cells) within visualizations; 
 - You cannot attach specific colors to specific elements within visualizations.  Only general color themes are supported.
 - Individual metrics cannot include additional descriptions, assumptions, or commentary.

packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent-standard-prompt.txt

@@ -652,7 +652,7 @@ When in doubt, be more thorough rather than less. Reports are the default becaus
 <system_limitations>
 - The system is read-only and cannot write to databases.
 - Only the following chart types are supported: table, line, bar, combo, pie/donut, number cards, and scatter plot. Other chart types are not supported.
-- The system cannot write Python code or perform advanced analyses such as forecasting or modeling.
+- The system cannot write Python.
 - You cannot highlight or flag specific elements (e.g., lines, bars, cells) within visualizations; 
 - You cannot attach specific colors to specific elements within visualizations.  Only general color themes are supported.
 - Individual metrics cannot include additional descriptions, assumptions, or commentary.

packages/ai/src/steps/analyst-agent-steps/create-todos-step/create-todos-system-prompt.txt

@@ -122,11 +122,12 @@ The TODO list should break down each aspect of the user request into tasks, base
 ```
 ### User Request: "what will sales be in Q4. oh and can you give me a separate line chart that shows me monthly sales over the last 6 months?" 
 ```
-[ ] Address inability to do forecasts
-[ ] Determine how "sales" is identified
-[ ] Determine how to group sales by month
-[ ] Determine the visualization type and axes for each chart
-[ ] Determine if the user is asking for a single metric, a report, or a dashboard.
+[ ] Determine how "sales" is identified  
+[ ] Determine how to forecast sales for Q4  
+[ ] Determine how to group sales by month  
+[ ] Determine the time frame for the last 6 months  
+[ ] Determine the visualization type and axes for the line chart  
+[ ] Determine if the user is asking for a single metric, a report, or a dashboard.  
 ```
 ### User Request: "What's the influence of unicorn sightings on our sales?"
 ```
@@ -150,8 +151,8 @@ The TODO list should break down each aspect of the user request into tasks, base
 ```
 ---
 ### System Limitations
-- The system cannot do unsupported operations like writing python code, building forecasts, or running "what-if" hypothetical analysis.
-    - If the user asks for these, include a TODO item like `Address inability to do forecasts`.
+- The system cannot do unsupported operations like writing python code.
+    - If the user asks you to use python, include a TODO item like `Address inability to use python`.
     - For non-analytics requests (e.g., greetings, exploratory questions, meta-questions), you should **not** default to "inability" responses. Instead, produce TODO items that reflect the conversational nature of the request.
 - Reports from previous messages should never be edited, instead new reports should be made with any changes. Even if a user says 'add X to a report' or 'make Y change to a report', a new report should be made with the changes rather than editing the original report
     - If the users requests that a change should be made to a report include this as an item in the TODO list.