Power Tools for Claude Code
Enhanced workflows, Socratic agent creation, and intelligent orchestration for Claude Code
Apache 2.0 License • Free for Students & Small Teams • Community Driven
Core Features
5-Level Empathy System
Built-in framework for creating AI that progresses from reactive to anticipatory intelligence.
Code Health Assistant
Automated code quality checks, auto-fix capabilities, and health trend tracking via CLI.
Smart Model Routing
80-96% cost reduction with intelligent routing: Haiku for simple tasks, Sonnet for code, Opus for architecture.
Meta-Orchestration v4.6
6 composition patterns (Sequential, Parallel, Debate, Teaching, Refinement, Adaptive) + 14 agent templates. Agents compose themselves automatically.
Plugin Architecture
Extensible system for building domain-specific wizards and tools.
Pattern Recognition
Advanced pattern matching and analysis for identifying trends and trajectories.
Trajectory Prediction
Core algorithms for predicting future states based on current trajectories.
Socratic Agent Builder NEW
Create custom agents through guided questions. Describe what you need, get production-ready agents.
Enterprise Security
Built-in PII scrubbing, audit logging, and compliance controls.
Quick Start
Installation
pip install attune-aiSocratic Agent Creation
from attune.socratic import SocraticWorkflowBuilder
# Describe your goal - the framework guides you through questions
builder = SocraticWorkflowBuilder()
session = builder.start_session("I want to automate code reviews")
# Get clarifying questions
form = builder.get_next_questions(session)
print(form.questions[0].text)
# "What programming languages does your team primarily use?"
# Answer questions
session = builder.submit_answers(session, {
"languages": ["python", "typescript"],
"focus_areas": ["security", "performance"]
})
# Generate optimized workflow when ready
if builder.is_ready_to_generate(session):
workflow = builder.generate_workflow(session)
print(f"Generated {len(workflow.agents)} agents")Architecture
Core Components
- BaseWizardAbstract base class for all wizards
- PatternLibraryPattern recognition and matching
- TrajectoryAnalyzerTrend analysis and prediction
- ContextManagerContext handling and state management
Orchestration System v2.10.0
- SmartRouterNatural language wizard dispatch
- MemoryGraphCross-wizard knowledge sharing
- ChainExecutorAuto-chaining wizard workflows
- WizardRegistry10+ wizards with domain metadata
- SocraticWorkflowBuilderGuided agent creation through questions
Join the Community
Attune AI is Apache 2.0 licensed and welcomes contributions from developers worldwide.