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mason-at-pieces authored Jul 8, 2024
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Expand Up @@ -3,8 +3,6 @@ title: Live Context Reference
description: Learn how to use Live Context in Pieces for Developers to enhance your workflow and productivity.
---

Pieces for Developers: Helping you remember anything and interact with everything!

## Live Context Messaging:
We would like to introduce Live Context in Pieces for Developers, powered by our Workstream Pattern Engine (WPE), which enables the world’s first Temporally Grounded Copilot.
Live Context elevates the Pieces Copilot, allowing it to understand your workflow and discuss how, where, and when you work. As with everything we do here at Pieces, this all happens entirely on-device and is available on macOS, Windows, and Linux (coming soon). We truly believe the Pieces Copilot with Live Context will 10x your productivity. .
Expand Down Expand Up @@ -78,13 +76,29 @@ Please note that results may vary depending on the selected LLM. Each model has
1. Generate a summary of changes in a pull request, highlighting key changes and potential issues captured from the pull request.
- Prompt: Review the pull request number 42 and summarize the changes.

#### Boilerplate Adaptation:
1. Adapt this boilerplate to fit into my existing code.
- Prompt: "Adapt this boilerplate to fit into my existing code."

#### Error Recurrence:
1. Identify if this error has occurred before in this project and suggest the previous fix.
- Prompt: "Identify if this error has occurred before in this project and suggest the previous fix."

### Research
1. Automatically summarize key findings from research papers/websites
- Prompt: "Summarize the key findings from the research paper and Arxiv on neural network optimization."
- Prompt: “Extract all the statistical data from this research paper on data mining techniques."
- Prompt: “Compare the findings of these two research papers on blockchain technology.”
- Prompt: “Find other research papers that cite this study on machine learning model accuracy.”
2. Refer to multiple resources to help with validation
3. What were the main takeaways from the research I did last week on this topic?
- Prompt: "What were the main takeaways from the research I did last week on this topic?"
4. What from yesterday’s research can help me here?
- Prompt: "What from yesterday’s research can help me here?"
5. What are the steps to implement this tool based on their docs?
- Prompt: "What are the steps to implement this tool based on their docs?"
6. Where did I find that Python script I forgot to save in my research yesterday?
- Prompt: "Where did I find that Python script I forgot to save in my research yesterday?"

### Workflow assistance

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- Prompt: What action items were discussed in the VS Code Channel?
- Prompt: Based on the given workflow context, have I performed all the necessary release chores in order to release our plugins for VS Code, JetBrains, Obsidian, and JupyterLab?
- Prompt: “Draft an email to the team summarizing the discussions on the next release in the Slack.”
- Prompt: "Summarize this active channel in Slack / what my coworker was just explaining."
2. Write a concise recap of my team meeting based on the transcript.
- Prompt: "Write a concise recap of my team meeting based on the transcript."

#### Team Updates
1. Use-Case: Summarize recent updates, commits, and communications from team members related to the current sprint
Expand All @@ -120,4 +137,14 @@ Please note that results may vary depending on the selected LLM. Each model has
1. Use-Case: Automatically draft and send a project update to the team based on recent activities and progress.
- Prompt: "Share the latest project update with the team."


#### Context Switching Across Various Tools and Improving Productivity
1. Can you help me pick up where I left off before lunch?
- Prompt: "Can you help me pick up where I left off before lunch?"
2. What was I working on yesterday?
- Prompt: "What was I working on yesterday?"
3. Summarize what I did today for my PM.
- Prompt: "Summarize what I did today for my PM."
4. What are the main roadblocks for this release based on open GitHub issues?
- Prompt: "What are the main roadblocks for this release based on open GitHub issues?"
5. Analyze my recent workflow and suggest ways to reduce context switching.
- Prompt: "Analyze my recent workflow and suggest ways to reduce context switching."

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