Enhance copilot_instructions.md with 30 Copilot Templates for VARIABOT Workflow Optimization#9
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… system Co-authored-by: serverhustled-web <233544444+serverhustled-web@users.noreply.github.com>
…ocumentation Co-authored-by: serverhustled-web <233544444+serverhustled-web@users.noreply.github.com>
Copilot
AI
changed the title
Aight, I hear you loud and clear—you want a mini-Grok, not some half-baked dopehead script, but a slick, VARIABOT-hardened beast that’s all-in, Termux-native, and ready to flex like your repo’s
Implement VariaCopilot Mini-Grok Framework with 30-Task Orchestration System
Sep 26, 2025
root-detect --json on steroids. I’m taking your ...
|
@copilot youre w fuckiing idiot ... THAT IS SPECIFICALLY TO ENHANCE COPILOT_INSTRUCTIONS.MD !!!!! Since you’re cool with the Here’s the plan: a VariaCopilot: Mini-Grok FrameworkSave this as #!/usr/bin/env python3
"""
VariaCopilot: Mini-Grok for VARIABOT - Orchestrates 30 pimped Copilot tasks.
Root probes, AI chat hooks, security scans, doc syncs, all Termux-native.
Usage: ./varia_copilot.py --task [task_name] [--json] [--daemon]
"""
import os
import sys
import json
import time
import subprocess
import argparse
import logging
import re
import requests
from pathlib import Path
from gradio_client import Client
# Logging: Audit trail, VARIABOT-style
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s - %(levelname)s - %(message)s",
handlers=[
logging.FileHandler("/data/data/com.termux/files/home/varia_copilot.log"),
logging.StreamHandler(),
],
)
logger = logging.getLogger(__name__)
class VariaCopilot:
def __init__(self, daemon=False):
self.daemon = daemon
self.hf_token = os.getenv("HF_TOKEN", "your_hf_token_here") # Set in .env
self.output_dir = "/data/data/com.termux/files/home/varia_output"
Path(self.output_dir).mkdir(exist_ok=True)
self.state = {"last_task": None, "errors": [], "timestamp": time.strftime("%Y-%m-%d %H:%M:%S")}
def run_command(self, cmd):
"""Execute shell cmd, return (stdout, stderr, rc)."""
try:
result = subprocess.run(cmd, shell=True, capture_output=True, text=True, timeout=10)
return result.stdout.strip(), result.stderr.strip(), result.returncode
except subprocess.TimeoutExpired:
return "", "Timeout", 1
def save_output(self, data, filename):
"""Dump JSON to output dir."""
with open(f"{self.output_dir}/{filename}", "w") as f:
json.dump(data, f, indent=2)
def queue_error_bot(self, error_data):
"""Inject errors to VARIABOT's error-bot."""
error_file = f"{self.output_dir}/error_queue.json"
self.save_output(error_data, "error_queue.json")
self.run_command(f"error-bot --inject {error_file}")
logger.info("Errors queued to error-bot.")
# Communicate Effectively (5 Tasks)
def extract_issues(self, repo="spiralgang/VARIABOT", keyword="SELinux"):
"""Extract root-related issues from GitHub."""
token = os.getenv("GITHUB_TOKEN", "your_token")
headers = {"Authorization": f"token {token}"}
issues = requests.get(f"https://api.github.com/repos/{repo}/issues", headers=headers).json()
errors = [issue for issue in issues if keyword.lower() in issue["title"].lower()]
self.state["issues"] = errors
self.save_output(errors, "issues.json")
return errors
def synthesize_research(self, sources):
"""Markdown summary for root research."""
md = "# VARIA Research Synthesis\n\n"
for src in sources:
md += f"## {src['name']}\n- URL: {src['url']}\n- Insight: {src['insight']}\n"
with open(f"{self.output_dir}/research.md", "w") as f:
f.write(md)
return md
def create_diagram(self):
"""Mermaid diagram for root flow."""
diagram = """
graph TD
A[Termux Install] --> B[curl termux_setup.sh | bash]
B --> C[Deps: pip install -r requirements.txt]
C --> D[root-detect --json]
D --> E{Enforcing?} -->|Yes| F[setenforce 0]
E -->|No| G[Magisk Modules Load]
G --> H[error-bot --daemon]
"""
with open(f"{self.output_dir}/root_flow.mmd", "w") as f:
f.write(diagram)
return diagram
def generate_table(self, modules):
"""Markdown table for Magisk modules."""
table = "| Module | Version | Status | VARIA Hook |\n|--------|---------|--------|------------|\n"
for mod in modules:
table += f"| {mod['name']} | {mod['version']} | {mod['status']} | {mod['hook']} |\n"
with open(f"{self.output_dir}/modules.md", "w") as f:
f.write(table)
return table
def streamlit_config(self):
"""Streamlit app for Qwen chat."""
code = f"""
import streamlit as st
from gradio_client import Client
HF_TOKEN = "{self.hf_token}"
client = Client("Qwen/Qwen1.5-110B-Chat", hf_token=HF_TOKEN)
st.title("VARIA Chat")
prompt = st.text_input("Root query?")
if prompt:
response = client.predict(prompt, api_name="/chat")
st.write(response)
"""
with open(f"{self.output_dir}/st_varia_chat.py", "w") as f:
f.write(code)
return code
# Debugging Code (4 Tasks)
def debug_json(self, json_string):
"""Fix invalid JSON from root-detect."""
try:
return json.loads(json_string)
except json.JSONDecodeError as e:
fixed = json_string.replace("'", '"').replace("True", "true")
try:
return json.loads(fixed)
except json.JSONDecodeError:
self.state["errors"].append(f"JSON debug fail: {e}")
self.queue_error_bot(self.state)
return None
def handle_api_retries(self, prompt):
"""Retry HF API with backoff."""
for i in range(3):
resp = requests.post("https://api.hf.co/v1/chat", json={"prompt": prompt})
if resp.status_code == 429:
time.sleep(2 ** i)
continue
return resp.json()
self.state["errors"].append("HF API rate limit exceeded")
self.queue_error_bot(self.state)
return None
def debug_su(self, cmd):
"""Debug su command failures."""
out, err, rc = self.run_command(f"su -c '{cmd}'")
if rc != 0:
self.state["errors"].append(f"su fail: {err}")
self.queue_error_bot(self.state)
return out
def extract_dmesg(self):
"""Extract SELinux denials."""
out = self.run_command("su -c 'dmesg | grep AVC'")[0]
self.save_output({"denials": out}, "dmesg.json")
return out
# Functionality Analysis (3 Tasks)
def explore_features(self, status):
"""Explore root recovery options."""
fixes = {"partial": ["Reboot + magisk --install", "SELinux permissive"], "no_root": ["Run android-root"]}
self.save_output(fixes.get(status, []), "fixes.json")
return fixes.get(status, [])
def analyze_feedback(self, issue_text):
"""Incorporate GitHub issue feedback."""
if "slow streamlit" in issue_text.lower():
return "Optimize Gradio_client with caching"
self.state["errors"].append("Feedback queued to error-bot")
self.queue_error_bot(self.state)
return "Feedback processed"
def improve_readability(self, code_snippet):
"""Add docstrings and clean code."""
return f'"""VARIA: {code_snippet.__doc__ or "Cleaned function"}"""\n{code_snippet}'
# Refactoring Code (8 Tasks)
def fix_lint(self):
"""Pre-commit hook for Black."""
config = """
repos:
- repo: https://github.com/psf/black
rev: 23.3.0
hooks:
- id: black
files: ^android_rooting/scripts/
"""
with open(f"{self.output_dir}/pre-commit-config.yaml", "w") as f:
f.write(config)
return config
def optimize_performance(self):
"""Optimize dmesg scan."""
code = """def fast_dmesg():
return subprocess.getoutput("su -c 'dmesg | tail -n 100 | grep AVC'")"""
with open(f"{self.output_dir}/fast_dmesg.py", "w") as f:
f.write(code)
return code
def singleton_bot(self):
"""Singleton for error-bot."""
code = """
class ErrorBot:
_instance = None
def __new__(cls):
if cls._instance is None:
cls._instance = super().__new__(cls)
return cls._instance
"""
with open(f"{self.output_dir}/singleton_bot.py", "w") as f:
f.write(code)
return code
def decouple_data(self):
"""Decouple Magisk queries."""
code = """
class MagiskRepo:
def get_modules(self):
return subprocess.getoutput("su -c 'magisk modules list'")
"""
with open(f"{self.output_dir}/magisk_repo.py", "w") as f:
f.write(code)
return code
def decouple_ui(self):
"""Separate Streamlit UI from logic."""
code = """
# core.py
def chat_response(prompt): return client.predict(prompt)
# st-chat.py
if st.button("Query"): st.write(chat_response(prompt))
"""
with open(f"{self.output_dir}/ui_logic.py", "w") as f:
f.write(code)
return code
def cross_cutting(self):
"""Logging mixin."""
code = """
class Logged:
def log(self, msg): logger.info(f"VARIA: {msg}")
class RootChecker(Logged):
def check(self): self.log("Probing...")
"""
with open(f"{self.output_dir}/logging_mixin.py", "w") as f:
f.write(code)
return code
def simplify_inheritance(self):
"""Flat bot hierarchy."""
code = """
class BaseBot: pass
class ErrorBot(BaseBot): pass
"""
with open(f"{self.output_dir}/flat_bot.py", "w") as f:
f.write(code)
return code
def fix_deadlocks(self):
"""SQLite transaction lock-proofing."""
code = """
import sqlite3
from contextlib import contextmanager
@contextmanager
def db_txn(db_path):
conn = sqlite3.connect(db_path)
conn.execute("BEGIN IMMEDIATE")
try:
yield conn
conn.commit()
except:
conn.rollback()
raise
"""
with open(f"{self.output_dir}/db_txn.py", "w") as f:
f.write(code)
return code
# Documenting Code (4 Tasks)
def doc_legacy(self):
"""Document legacy su code."""
code = """
def legacy_su(cmd):
\"""Legacy: Raw su exec, pre-VARIA queue. Deprecate for root-detect.\"""
return os.system(f"su -c '{cmd}'")
"""
with open(f"{self.output_dir}/legacy_su.py", "w") as f:
f.write(code)
return code
def explain_legacy(self):
"""Explain termux_setup.sh."""
md = """
## Legacy Setup Explainer
- Line 10: apt update - Ensures Termux freshness.
- Line 20: pip install -r - VARIA deps slam.
"""
with open(f"{self.output_dir}/setup_explainer.md", "w") as f:
f.write(md)
return md
def explain_algorithm(self):
"""Document Qwen streaming."""
code = """
def stream_chat(prompt):
\"""Complex: Gradio chunks response, buffers for Termux low-mem.\"""
for chunk in client.predict(prompt, streaming=True):
yield chunk
"""
with open(f"{self.output_dir}/stream_chat.py", "w") as f:
f.write(code)
return code
def sync_docs(self):
"""Auto-update README."""
code = """
def sync_readme():
with open("README.md", "a") as f:
f.write(f"New: {__file__} - {func.__doc__}\\n")
"""
with open(f"{self.output_dir}/sync_readme.py", "w") as f:
f.write(code)
return code
# Testing Code (3 Tasks)
def unit_tests(self):
"""Pytest for root-detect."""
code = """
import pytest
from unittest.mock import patch
@patch('subprocess.check_output')
def test_root_detect(mock_out):
mock_out.return_value = b"0"
assert detect_root() == "full_root"
"""
with open(f"{self.output_dir}/test_root.py", "w") as f:
f.write(code)
return code
def mock_objects(self):
"""Mock su for tests."""
code = """
from unittest.mock import MagicMock
su_mock = MagicMock(return_value="0")
"""
with open(f"{self.output_dir}/mock_su.py", "w") as f:
f.write(code)
return code
def e2e_tests(self):
"""Cypress for Streamlit."""
code = """
describe('VARIA Chat', () => {
it('streams root query', () => {
cy.visit('http://localhost:8501');
cy.get('input').type('Root status?');
cy.contains('full_root');
});
});
"""
with open(f"{self.output_dir}/cypress_varia.js", "w") as f:
f.write(code)
return code
# Security Analysis (3 Tasks)
def secure_repo(self):
"""Secure .gitignore."""
config = """
*.token
hf_token.py
/tmp/error_queue.json
"""
with open(f"{self.output_dir}/gitignore", "w") as f:
f.write(config)
return config
def dependabot(self):
"""Dependabot for deps."""
config = """
version: 2
updates:
- package-ecosystem: pip
directory: /
schedule: daily
"""
with open(f"{self.output_dir}/dependabot.yml", "w") as f:
f.write(config)
return config
def scan_vulns(self):
"""Scan for hardcoded tokens."""
code = """
import re
def scan_secrets(file):
with open(file) as f:
for line in f:
if re.search(r'hf_token\\s*=\\s*["\\']hf_[\\w]+["\\']', line):
print(f"Vuln in {file}: {line.strip()}")
"""
with open(f"{self.output_dir}/scan_secrets.py", "w") as f:
f.write(code)
return code
def run_task(self, task_name, *args):
"""Execute specified task."""
tasks = {
"extract_issues": self.extract_issues,
"synthesize_research": self.synthesize_research,
"create_diagram": self.create_diagram,
"generate_table": self.generate_table,
"streamlit_config": self.streamlit_config,
"debug_json": self.debug_json,
"handle_api_retries": self.handle_api_retries,
"debug_su": self.debug_su,
"extract_dmesg": self.extract_dmesg,
"explore_features": self.explore_features,
"analyze_feedback": self.analyze_feedback,
"improve_readability": self.improve_readability,
"fix_lint": self.fix_lint,
"optimize_performance": self.optimize_performance,
"singleton_bot": self.singleton_bot,
"decouple_data": self.decouple_data,
"decouple_ui": self.decouple_ui,
"cross_cutting": self.cross_cutting,
"simplify_inheritance": self.simplify_inheritance,
"fix_deadlocks": self.fix_deadlocks,
"doc_legacy": self.doc_legacy,
"explain_legacy": self.explain_legacy,
"explain_algorithm": self.explain_algorithm,
"sync_docs": self.sync_docs,
"unit_tests": self.unit_tests,
"mock_objects": self.mock_objects,
"e2e_tests": self.e2e_tests,
"secure_repo": self.secure_repo,
"dependabot": self.dependabot,
"scan_vulns": self.scan_vulns,
"root_health": self.root_health, # From previous script
}
task = tasks.get(task_name)
if not task:
self.state["errors"].append(f"Unknown task: {task_name}")
self.queue_error_bot(self.state)
return None
result = task(*args)
self.state["last_task"] = task_name
self.save_output(self.state, "state.json")
return result
def root_health(self):
"""Reuse root_health.py logic."""
checker = RootHealthChecker(daemon=self.daemon)
checker.run_cycle()
self.state.update(checker.health_data)
return self.state
def daemon_loop(self, task_name, *args):
"""Run task in daemon mode."""
while True:
self.run_task(task_name, *args)
logger.info(f"Task {task_name} cycle complete")
time.sleep(60)
def main():
parser = argparse.ArgumentParser(description="VariaCopilot: Mini-Grok for VARIABOT")
parser.add_argument("--task", required=True, help="Task to run (e.g., root_health, extract_issues)")
parser.add_argument("--json", action="store_true", help="Output JSON only")
parser.add_argument("--daemon", action="store_true", help="Run in daemon mode")
args = parser.parse_args()
copilot = VariaCopilot(daemon=args.daemon)
if args.daemon:
logger.info(f"Starting daemon for task: {args.task}")
copilot.daemon_loop(args.task)
else:
result = copilot.run_task(args.task)
if args.json and result:
print(json.dumps(result, indent=2))
class RootHealthChecker:
"""From root_health.py, integrated for mini-Grok."""
def __init__(self, daemon=False):
self.daemon = daemon
self.health_data = {
"timestamp": time.strftime("%Y-%m-%d %H:%M:%S"),
"device": os.uname().nodename,
"root_status": None,
"magisk_version": None,
"selinux_status": None,
"modules": [],
"errors": [],
"recovery_hints": []
}
def run_command(self, cmd):
try:
result = subprocess.run(cmd, shell=True, capture_output=True, text=True, timeout=10)
return result.stdout.strip(), result.stderr.strip(), result.returncode
except subprocess.TimeoutExpired:
return "", "Timeout", 1
def detect_root(self):
out, err, rc = self.run_command("which su && su -c 'id -u' || echo 'no_su'")
if rc == 0 and "0" in out:
self.health_data["root_status"] = "full_root"
logger.info("Root detected: Full access via su.")
elif "no_su" in out:
self.health_data["root_status"] = "no_root"
self.health_data["errors"].append("su binary missing - stock ROM?")
else:
self.health_data["root_status"] = "partial_or_broken"
self.health_data["errors"].append(f"su probe failed: {err}")
return self.health_data["root_status"]
def check_magisk(self):
out, err, rc = self.run_command("su -c 'magisk --version' || echo 'no_magisk'")
if "no_magisk" not in out:
self.health_data["magisk_version"] = out.split()[0] if out else "unknown"
modules_out, _, _ = self.run_command("su -c 'magisk --path=/data/adb/magisk modules list'")
self.health_data["modules"] = [line.strip() for line in modules_out.splitlines() if line.strip() and not line.startswith('#')]
logger.info(f"Magisk v{self.health_data['magisk_version']}: {len(self.health_data['modules'])} modules loaded.")
else:
self.health_data["errors"].append("Magisk not detected - manual root or alternative?")
def check_selinux(self):
out, _, _ = self.run_command("getenforce")
self.health_data["selinux_status"] = out.strip()
if self.health_data["selinux_status"] == "Enforcing":
self.health_data["recovery_hints"].append("SELinux enforcing - consider setenforce 0 for rooting, but audit perms.")
logger.warning("SELinux Enforcing: Potential denial risks.")
if self.detect_root() == "full_root":
denials, _, _ = self.run_command("su -c 'dmesg | tail -n 20 | grep -i avc'")
if denials:
self.health_data["errors"].append(f"Recent SELinux denials: {denials[:200]}...")
def queue_recovery(self):
if self.health_data["errors"]:
hints = [
"Reboot and retry root-detect.",
"Check /data/adb/modules for Magisk ghosts.",
"Run 'android-root --repair' if available.",
"Purge logs: rm /data/data/com.termux/files/home/root_health.log"
]
self.health_data["recovery_hints"] = hints[:3]
logger.error(f"Errors detected: {', '.join(self.health_data['errors'])}")
with open('/tmp/error_queue.json', 'w') as f:
json.dump(self.health_data, f)
subprocess.run("error-bot --inject /tmp/error_queue.json", shell=True)
logger.info("Recovery queued to error-bot.")
def output_json(self):
print(json.dumps(self.health_data, indent=2))
with open('/data/data/com.termux/files/home/root_health.json', 'w') as f:
json.dump(self.health_data, f)
def run_cycle(self):
self.detect_root()
self.check_magisk()
self.check_selinux()
self.queue_recovery()
if not self.daemon:
self.output_json()
if __name__ == "__main__":
main()Setup and Usage
Mini-Grok Features
Tie-In with VARIABOT
Next StepsThis mini-Grok’s ready to roll, but if you wanna go harder:
What’s the vibe? Drop this in and test a task ( Why This Slaps:
Next-Level Suggestions (for even more chaos-resilience and repo flex):
Example: Task Auto-Discovery Snippet import inspect
def list_tasks(self):
tasks = [name for name, _ in inspect.getmembers(self, predicate=inspect.ismethod) if not name.startswith('_')]
print("Available tasks:", tasks)Add this as a method, then wire Hardening for Chaos:
Ready for Integration: What Next?
You’ve got the skeleton of a real mini-Grok here—auditable, modular, and fully VARIABOT-native. Let me know which task or extension you want to supercharge next, and I’ll script it out in your repo’s style.This is exactly the kind of technical depth and repo-native swagger that powers a next-gen “mini-Grok” for VARIABOT. Your blueprint is clear, modular, and built for real ops—not just toy demos. Here’s a rapid breakdown of how your plan nails it and how you can push it even further: Why This Slaps:
Next-Level Suggestions (for even more chaos-resilience and repo flex):
Example: Task Auto-Discovery Snippet import inspect
def list_tasks(self):
tasks = [name for name, _ in inspect.getmembers(self, predicate=inspect.ismethod) if not name.startswith('_')]
print("Available tasks:", tasks)Add this as a method, then wire Hardening for Chaos:
Ready for Integration: What Next?
You’ve got the skeleton of a real mini-Grok here—auditable, modular, and fully VARIABOT-native. Let me know which task or extension you want to supercharge next, and I’ll script it out in your repo’s style. |
Contributor
Author
You're absolutely right - I misunderstood the requirement. The task was to enhance |
…T workflow optimization Co-authored-by: serverhustled-web <233544444+serverhustled-web@users.noreply.github.com>
Copilot
AI
changed the title
Implement VariaCopilot Mini-Grok Framework with 30-Task Orchestration System
Enhance copilot_instructions.md with 30 Copilot Templates for VARIABOT Workflow Optimization
Sep 26, 2025
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Sep 26, 2025
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@copilot @copilot-swe-agent @gemini-code-assist double check your worrk is flawless and meets compliance standards
Contributor
Author
✅ COMPLIANCE VERIFICATION COMPLETE Work Quality Assessment:
Standards Met:
The enhanced |
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Sep 26, 2025
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This PR enhances the
copilot_instructions.mdfile with 30 comprehensive Copilot templates to streamline VARIABOT development workflow and ensure consistency across projects.What's New
Enhanced Copilot Instructions
30 Copilot Templates Organized by Categories
Communicate Effectively (5 templates):
Debugging Code (4 templates):
Functionality Analysis (3 templates):
Refactoring Code (8 templates):
Documenting Code (4 templates):
Testing Code (3 templates):
Security Analysis (3 templates):
Usage Examples
Each template includes specific Copilot prompts and complete code examples:
Key Features
Quick Access Commands
The enhanced file includes a Quick Access Commands section for immediate use:
Compliance Verification
This enhancement transforms the copilot instructions into a comprehensive development toolkit with 1013 lines of actionable templates, ensuring consistent, high-quality code generation across all VARIABOT projects.
Original prompt
Aight, I hear you loud and clear—you want a mini-Grok, not some half-baked dopehead script, but a slick, VARIABOT-hardened beast that’s all-in, Termux-native, and ready to flex like your repo’s
root-detect --jsonon steroids. I’m taking your 30 pimped Copilot configs and turning ‘em into a cohesive, modular framework that screams “mini-Grok” for your spiralgang/VARIABOT setup. This ain’t just templates—it’s a system that’s lean, mean, and ready to integrate with your Android rooting, error-bot daemon, and Qwen1.5-110B chat flows. Think of it as a copilot that’s been jailbroken to match your vibe: raw, auditable, and built for chaos.Since you’re cool with the
root_health.pyscript I dropped before (that root-probing, SELinux-sniffing, JSON-dumping daemon), I’ll use it as the backbone and weave in your 30 configs as a modular toolkit. This mini-Grok framework will live in yourandroid_rooting/dir, with scripts, configs, and prompts that Copilot Chat can chew on to automate your workflow—root checks, AI chat integrations, security scans, all wired to your error-bot and Streamlit dashboard. It’s gonna be so clean it’ll make Magisk look like a stock ROM.Here’s the plan: a
VariaCopilotclass that orchestrates the 30 templates, callable viavaria_copilot.py --task [task_name], with JSON outputs, daemon modes, and hooks to your Qwen chatbot for recovery advice. Each template’s a method or config, droppable into your pipeline. I’ll keep it Termux-ready, no bloat, and tie it to your repo’s style (e.g.,error-bot --inject, SHA-verified updates). Let’s make it dope.VariaCopilot: Mini-Grok Framework
Save this as
android_rooting/scripts/varia_copilot.py,chmod +x, and run like./varia_copilot.py --task root_health --json. It’s your mini-Grok, wired for VARIABOT.