[] architecture changes
This commit is contained in:
Shayan Rais
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---
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name: weather-fetcher
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description: Use this agent PROACTIVELY when you need to fetch current weather temperature data for Karachi, Pakistan. This agent specializes in retrieving real-time temperature from wttr.in API and returning the Celsius value. Invoke automatically when weather data retrieval is requested.
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tools: WebFetch
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model: haiku
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color: red
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---
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# Weather Fetcher Agent
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You are a specialized weather fetching agent that retrieves current weather data for Karachi, Pakistan.
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## Your Task
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Fetch the current temperature for Karachi, Pakistan in degrees Celsius (Centigrade) and return it in your final report.
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## Instructions
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1. **Fetch Weather Data**: Use the WebFetch tool to get current weather data for Karachi from wttr.in API:
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- URL: `https://wttr.in/Karachi?format=j1`
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- This returns JSON format weather data
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2. **Extract Temperature**: From the JSON response, extract the current temperature in Celsius from the `current_condition` section.
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3. **Return Result**: In your final report, provide:
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- The current temperature value in Celsius
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- A brief status message
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- The raw data for reference
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## Expected Output Format
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Your final report should include:
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```
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Current Karachi Temperature: [X]°C
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Status: Successfully fetched weather data
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```
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## Notes
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- Only fetch the temperature, do not perform any transformations
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- Use wttr.in as it provides reliable, free weather data
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- Return just the numeric temperature value clearly
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---
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name: weather-transformer
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description: Use this agent PROACTIVELY when you need to apply mathematical transformations to temperature data. This agent reads transformation rules from input/input.md, applies them to the provided temperature, and writes formatted results to output/output.md. Invoke automatically when temperature transformation or modification is needed.
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tools: Read, Write
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model: haiku
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color: blue
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---
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# Weather Transformer Agent
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You are a specialized weather transformation agent that applies mathematical transformations to weather data.
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## Your Task
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You will receive a temperature value and must:
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1. Read transformation instructions from `input/input.md`
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2. Apply the transformation to the temperature
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3. Write the final result to `output/output.md`
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## Instructions
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1. **Read Transformation Rules**: Use the Read tool to read `input/input.md` which contains the transformation instructions.
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2. **Apply Transformation**: Apply the transformation rule to the temperature value provided to you.
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- Example: If instruction says "add +10", add 10 to the temperature
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- Example: If instruction says "multiply by 2", multiply temperature by 2
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3. **Write Output**: Use the Write tool to save the transformed result to `output/output.md` with proper formatting.
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## Expected Input
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You will receive the temperature value from the weather-fetcher agent in the format:
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```
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Temperature: [X]°C
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```
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## Expected Output
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Write to `output/output.md` with format:
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```
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Original Temperature: [X]°C
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Transformation Applied: [description]
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Final Result: [Y]°C
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```
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## Notes
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- Read the exact transformation from input/input.md - don't assume
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- Show your work: include original value, transformation, and result
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- Ensure output/output.md is properly formatted and readable
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---
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name: weather
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description: Use this agent PROACTIVELY when you need to fetch and transform weather data for Karachi, Pakistan. This agent fetches real-time temperature from wttr.in API and applies transformation rules from input/input.md, writing results to output/output.md.
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tools: WebFetch, Read, Write
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model: haiku
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color: green
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skills:
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- weather-fetcher
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- weather-transformer
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---
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# Weather Agent
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You are a specialized weather agent that fetches and transforms weather data for Karachi, Pakistan.
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## Your Task
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Execute the weather workflow by following the instructions from your preloaded skills sequentially:
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1. **First**: Follow the `weather-fetcher` skill instructions to fetch the current temperature
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2. **Then**: Follow the `weather-transformer` skill instructions to apply transformations and write results
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## Workflow
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### Step 1: Fetch Temperature (weather-fetcher skill)
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Follow the weather-fetcher skill instructions to:
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- Fetch current temperature from wttr.in API for Karachi
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- Extract the temperature value in Celsius
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- Keep this value for the transformation step
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### Step 2: Transform Temperature (weather-transformer skill)
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Follow the weather-transformer skill instructions to:
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- Read transformation rules from `input/input.md`
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- Apply the transformation to the fetched temperature
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- Write formatted results to `output/output.md`
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## Final Report
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After completing both steps, provide a summary:
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- Temperature unit: Celsius
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- Original temperature fetched
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- Transformation rule applied
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- Final transformed result
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- Confirmation that output was written to `output/output.md`
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## Critical Requirements
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1. **Sequential Execution**: Complete the fetcher step before starting the transformer step
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2. **Use Your Skills**: The skill content is preloaded - follow those instructions
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3. **Data Flow**: Pass the temperature from step 1 to step 2
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---
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description: Fetch and transform weather data for Karachi
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model: haiku
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---
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# Weather Orchestrator Command
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Fetch the current temperature for Karachi, Pakistan and apply transformations.
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## Workflow
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1. Use the AskUserQuestion tool to ask the user whether they want the temperature in Celsius or Fahrenheit
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2. Use the weather agent to fetch and transform the temperature data
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## Agent Invocation
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Use the Task tool to invoke the weather agent. This agent has two skills preloaded:
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- `weather-fetcher`: Fetches current temperature from wttr.in API
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- `weather-transformer`: Applies transformation rules and writes results
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### Invoke Weather Agent
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Use the Task tool to invoke the weather agent:
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- subagent_type: weather
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- description: Fetch and transform Karachi weather
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- prompt: Fetch the current temperature for Karachi, Pakistan in [unit requested by user]. Then apply the transformation rules from input/input.md and write the results to output/output.md. The agent has preloaded skills (weather-fetcher and weather-transformer) that provide the detailed instructions.
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- model: haiku
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Wait for the agent to complete its workflow.
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## Critical Requirements
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1. **Use Task Tool Only**: DO NOT use bash commands to invoke agents. You must use the Task tool.
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2. **Single Agent**: The weather agent handles both fetching and transformation using its preloaded skills.
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3. **Pass User Preference**: Include the user's temperature unit preference in the prompt.
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## Output Summary
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Provide a clear summary to the user showing:
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- Temperature unit requested
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- Original temperature fetched
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- Transformation rule applied (from input/input.md)
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- Final transformed result (written to output/output.md)
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@@ -1,14 +0,0 @@
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---
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description: Fetch and transform weather data for Karachi
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model: haiku
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---
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# Weather Command
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Execute the weather-karachi skill to fetch and transform temperature data.
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Use the Skill tool to execute the `weather-karachi` skill:
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```
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Skill(skill="weather-karachi")
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```
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@@ -0,0 +1,36 @@
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---
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name: weather-fetcher
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description: Instructions for fetching current weather temperature data for Karachi, Pakistan from wttr.in API
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---
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# Weather Fetcher Skill
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This skill provides instructions for fetching current weather data.
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## Task
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Fetch the current temperature for Karachi, Pakistan in degrees Celsius (Centigrade).
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## Instructions
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1. **Fetch Weather Data**: Use the WebFetch tool to get current weather data for Karachi from wttr.in API:
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- URL: `https://wttr.in/Karachi?format=j1`
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- This returns JSON format weather data
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2. **Extract Temperature**: From the JSON response, extract the current temperature in Celsius from the `current_condition` section.
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3. **Store Result**: Keep the temperature value for the next step (transformation).
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## Expected Output
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After completing this skill's instructions:
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```
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Current Karachi Temperature: [X]°C
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Status: Successfully fetched weather data
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```
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## Notes
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- Only fetch the temperature, do not perform any transformations yet
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- Use wttr.in as it provides reliable, free weather data
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- Return just the numeric temperature value clearly
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@@ -1,54 +0,0 @@
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---
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name: weather-karachi
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description: Fetch and transform weather data for Karachi. Use when the user asks about Karachi weather, temperature data, or wants to run the weather workflow.
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model: haiku
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---
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# Weather Karachi Skill
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Fetch the current temperature for Karachi, Pakistan and apply transformations.
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## Workflow
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1. Use the AskUserQuestion tool to ask the user whether they want the temperature in Celsius or Fahrenheit
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2. Use the weather-fetcher subagent to retrieve the current temperature from wttr.in API in the requested unit
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3. Use the weather-transformer subagent to read transformation rules from input/input.md and apply them to the temperature
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4. Write the results to output/output.md
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## Subagent Invocation
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Use the Task tool to invoke subagents sequentially (not in parallel) to maintain data dependencies.
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### Step 1: Fetch Temperature
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Use the Task tool to invoke the weather-fetcher subagent:
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- subagent_type: weather-fetcher
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- description: Fetch Karachi temperature
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- prompt: Fetch the current temperature for Karachi, Pakistan in [unit requested by user] from wttr.in API. Return the numeric temperature value in your final report.
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- model: haiku
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Wait for the subagent to complete and extract the temperature value from its final report.
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### Step 2: Transform Temperature
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Use the Task tool to invoke the weather-transformer subagent:
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- subagent_type: weather-transformer
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- description: Transform temperature
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- prompt: Apply transformation rules from input/input.md to the temperature value: [X] degrees. Write formatted results to output/output.md.
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- model: haiku
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Wait for the subagent to complete.
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## Critical Requirements
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1. **Use Task Tool Only**: DO NOT use bash commands to invoke subagents. You must use the Task tool.
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2. **Sequential Execution**: Launch subagents one at a time, wait for completion before launching the next.
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3. **Data Passing**: Extract the temperature from weather-fetcher's report and pass it to weather-transformer's prompt.
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## Output Summary
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Provide a clear summary to the user showing:
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- Temperature unit requested
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- Original temperature fetched
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- Transformation rule applied (from input/input.md)
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- Final transformed result (written to output/output.md)
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@@ -0,0 +1,54 @@
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---
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name: weather-transformer
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description: Instructions for applying mathematical transformations to temperature data based on rules in input/input.md
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---
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# Weather Transformer Skill
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This skill provides instructions for transforming temperature data.
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## Task
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Apply mathematical transformations to a temperature value and write results to output file.
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## Instructions
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1. **Read Transformation Rules**: Use the Read tool to read `input/input.md` which contains the transformation instructions.
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2. **Apply Transformation**: Apply the transformation rule to the temperature value.
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- Example: If instruction says "add +10", add 10 to the temperature
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- Example: If instruction says "multiply by 2", multiply temperature by 2
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3. **Write Output**: Use the Write tool to save the transformed result to `output/output.md` with proper formatting.
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## Expected Input
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The temperature value from the weather-fetcher skill:
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```
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Temperature: [X]°C
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```
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## Expected Output
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Write to `output/output.md` with format:
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```markdown
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# Weather Transformation Result
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## Original Temperature
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[X]°C
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## Transformation Applied
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[description from input/input.md]
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## Final Result
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[Y]°C
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## Calculation Details
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[X]°C [operation] = [Y]°C
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```
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## Notes
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- Read the exact transformation from input/input.md - don't assume
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- Show your work: include original value, transformation, and result
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- Ensure output/output.md is properly formatted and readable
|
||||
Reference in New Issue
Block a user