26 Intelligence Sub-Agents โ€ข 23 Workflows โ€ข 18 AI Roles

The Intelligence Layer for Your Software Development

Agentic SDLC is a portable, installable Kit that transforms any project into an intelligent development ecosystem with self-learning agents and automated workflows.

Quick Install:

pip install agentic-sdlc

3-Layer Concentric Architecture

Dependencies flow inward (Layer 3 โ†’ Layer 2 โ†’ Layer 1), ensuring a stable core with intelligent automation

Layer 1: Core

Stable foundation that rarely changes

GEMINI.md Skills (17 Roles) Templates (20+) Rules (8) Workflows (23)

Layer 2: Intelligence

Brain System with 26 specialized sub-agents

Observer Judge Self-Learning HITL Proxy Router Monitor A/B Test DSPy Self-Healing Swarm Router Concurrent Executor

Layer 3: Infrastructure

External interfaces and tools

CLI SDK/Kit Neo4j GitHub Workflows Docs
๐Ÿง 

26 Intelligence Sub-Agents

Specialized agents working in harmony to create compound intelligence

Monitoring & Compliance

โ€ข Observer
โ€ข Monitor
โ€ข Workflow Validator

Quality & Scoring

โ€ข Judge
โ€ข Scorer
โ€ข Evaluation

Learning & Optimization

โ€ข Self-Learning
โ€ข DSPy
โ€ข A/B Test

Execution & Safety

โ€ข HITL
โ€ข Sandbox
โ€ข Self-Healing

Intelligence & Routing

โ€ข Proxy
โ€ข Swarm Router
โ€ข Workflow Router
โ€ข Task Manager
โ€ข Research

Orchestration & Swarms

โ€ข Concurrent Executor
โ€ข Synthesizer
โ€ข Group Chat
โ€ข Feedback Protocol
โ€ข AutoSkill Builder

Generation & Infrastructure

โ€ข Artifact Gen
โ€ข Cost
โ€ข Performance
โ€ข AOP Protocol

23 Automated Workflows

Execute complete SDLC processes with simple slash commands or the unified agentic CLI

๐Ÿง  /brain

Brain system management

๐Ÿ”„ /cycle

Complete task lifecycle

๐Ÿ” /explore

Deep investigation

๐ŸŽญ /orchestrator

Full SDLC automation

๐Ÿƒ /sprint

Sprint management

๐Ÿšจ /emergency

Critical incident response

โœ… /validate

System validation

๐Ÿ“Š /metrics

Metrics dashboard

๐Ÿš€ /release

Release management

๐Ÿงน /housekeeping

Cleanup & maintenance

๐Ÿ‘€ /review

Code review workflow

๐Ÿ› /debug

Systematic debugging

๐Ÿ”ง /refactor

Safe refactoring

๐Ÿ“– /onboarding

Agent ramp-up

๐Ÿ“ /docs

Documentation creation

๐Ÿ’พ /commit

Smart git commit

๐ŸŒณ /worktree

Parallel AI agent workflows

๐Ÿ‘ฅ /autogen

Multi-agent task execution

๐Ÿš€ /swarm

Universal swarm routing

โšก /concurrent

Parallel role execution

โš—๏ธ /synthesize

Mixture of Agents synthesis

๐Ÿ› ๏ธ /autoskill

Dynamic agent skill builder

๐Ÿ’ฌ /chat

Multi-agent group discussion

18 Specialized AI Roles

Complete development team simulation for every SDLC phase

๐Ÿ“‹

Planning

@PM

Project Manager

@BA

Business Analyst

@PO

Product Owner

๐ŸŽจ

Design

@SA

System Analyst

@UIUX

UI/UX Designer

@CLOUD

Cloud Architect

โœ…

Quality

@QA

Quality Assurance

@SECA

Security Analyst

@TESTER

Tester

๐Ÿ’ป

Development

@DEV

Developer

@DEVOPS

DevOps Engineer

@MOBILE

Mobile Dev

@GAME

Game Dev

๐Ÿ“ฆ

Delivery

@REPORTER

Reporter

@STAKEHOLDER

Stakeholder

๐Ÿค–

Meta

@BRAIN

Brain Controller

@ORCHESTRATOR

Orchestrator

@RESEARCH

Research Agent

Why Agentic SDLC?

Transform how you build software with intelligent automation

๐Ÿšฆ

6 Enforcement Gates

Pre-Task, Planning, Error Handling, Post-Task, Reporting, and Cleanup gates ensure quality at every step.

๐Ÿง 

Self-Learning Brain

Observer, Judge, Learner, A/B Tester, Model Optimizer, and Self-Improver run every session.

๐Ÿ“ˆ

Compound Knowledge

Neo4j Brain captures discoveries. Knowledge compounds across your entire codebase.

๐Ÿค–

Agent Autonomy

Smart "Next Steps" enforcement. Agents know exactly what to do next without prompting.

๐Ÿ”„

17 Automated Workflows

From /orchestrator to /debug, /review, /commit, /autogen - complete SDLC automation.

๐Ÿ‘ฅ

Multi-Agent Teams

AutoGen-powered agent collaboration. Dev + Tester teams solve complex problems autonomously.

๐Ÿ”Œ

Cross-IDE Compatible

Works with Cursor, Windsurf, Cline, Gemini, Aider - any AI-powered IDE.

๐Ÿ“ฆ

Portable SDK & Kit

Install via pip. Scaffold any project with "agentic init" to instantly add AI intelligence.

๐Ÿ’ป

Unified CLI

A single entry point for all operations. Manage state, approvals, and workflows from your terminal.

๐ŸŒŠ

Swarms-Inspired Orchestration

Universal SwarmRouter, Concurrent Phase Execution, Mixture of Agents (MoA) Synthesis, and Distributed AOP Support.

Ready to Transform Your Workflow?

Install the Agentic SDLC Kit via pip and run agentic init to start building with a complete AI development team in minutes.

pip install agentic-sdlc