
Research
/Security News
Toptal’s GitHub Organization Hijacked: 10 Malicious Packages Published
Threat actors hijacked Toptal’s GitHub org, publishing npm packages with malicious payloads that steal tokens and attempt to wipe victim systems.
Advanced CLI tool for structured, pattern-based prompt optimization and state management
A powerful CLI tool for structured, pattern-based prompt optimization and state management.
# Install
pip install .
# Initialize
cliops init
# Optimize a prompt
cliops "Create a user authentication endpoint"
# Analyze a prompt
cliops analyze "Make this code better"
# List patterns
cliops patterns
pip install .
The installer will attempt to add the necessary directory to your system's PATH. Please restart your terminal after installation.
# Direct prompt optimization
cliops "Fix this bug in my React component"
# With specific pattern
cliops optimize "Refactor this function" --pattern precision_engineering
# Analyze prompt for improvements
cliops analyze "Create API endpoint"
# List available patterns
cliops patterns
# Manage state
cliops state set ARCHITECTURE "React + Node.js"
cliops state show
# Plugin management
cliops plugin list
cliops plugin create my_plugin
# Context-aware optimization
cliops "Create dashboard" --context "React + TypeScript"
# Dry run to preview
cliops "Test prompt" --dry-run
# Override specific fields
cliops "API task" --constraints "RESTful design" --output-format "JSON"
cliops uses YAML-based configuration with environment support:
# ~/.cliops/config.yaml
environment: production
logging:
level: INFO
optimization:
cache_enabled: true
default_pattern: adaptive_generation
performance:
memory_limit_mb: 512
Create custom plugins to extend cliops:
# Create plugin template
cliops plugin create my_plugin
# Edit the generated template
# ~/.cliops/plugins/my_plugin.py
# Enable plugin
cliops plugin enable my_plugin
python run_tests.py
MIT License
cliops is built with:
For detailed architecture documentation, visit cliops.fun/docs.
FAQs
Advanced CLI tool for structured, pattern-based prompt optimization and state management
We found that cliops demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
Did you know?
Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
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