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https://github.com/shep-ai/cli

Multi-Session SDLC Control Center for AI Coding Agents
https://github.com/shep-ai/cli

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Multi-Session SDLC Control Center for AI Coding Agents

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README 

          



# Shep AI



### Multi-Session SDLC Control Center for AI Coding Agents



_Manage Claude Code, Cursor CLI, or any coding agent across the full development lifecycle — from requirements to deploy — with parallel sessions, instant context switching, and human-in-the-loop control_



[![CI](https://github.com/shep-ai/cli/actions/workflows/ci.yml/badge.svg)](https://github.com/shep-ai/cli/actions/workflows/ci.yml)

[![npm version](https://img.shields.io/npm/v/@shepai/cli.svg?color=cb3837&logo=npm)](https://www.npmjs.com/package/@shepai/cli)

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)

[![TypeScript](https://img.shields.io/badge/TypeScript-5.3+-3178c6.svg?logo=typescript&logoColor=white)](https://www.typescriptlang.org/)

[![Node.js](https://img.shields.io/badge/Node.js-≥18-339933.svg?logo=node.js&logoColor=white)](https://nodejs.org/)

[![pnpm](https://img.shields.io/badge/pnpm-≥8-f69220.svg?logo=pnpm&logoColor=white)](https://pnpm.io/)

[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](https://github.com/shep-ai/cli/pulls)

[![Conventional Commits](https://img.shields.io/badge/Conventional%20Commits-1.0.0-fe5196.svg?logo=conventionalcommits&logoColor=white)](https://conventionalcommits.org)







[Features](#features) · [Quick Start](#quick-start) · [CLI Reference](#cli) · [Architecture](#architecture) · [Contributing](#contributing)







Shep AI Control Center — manage all features across repos from a single canvas



[![Live Demo](https://img.shields.io/badge/Live_Demo-shep--ai.github.io-blue?style=for-the-badge)](https://shep-ai.github.io/cli/poc/)






### Install



```bash

npm i -g @shepai/cli

```



### Try it



```bash

cd your-project/

shep feat new "Add unit tests for all source files"

```



List features — shep feat ls





```

  Features for /home/user/projects/my-app



  ID        Name             Status          Branch               Created

  1b0a7969  Add Unit Tests   ✓ Completed     feat/add-unit-tests  2/13/2026

```



Show feature detail — shep feat show 1b0a7969





```

  Feature: Add Unit Tests



  ID           1b0a7969-b420-4754-832f-5c38801b4852

  Slug         add-unit-tests

  Description  Add comprehensive unit tests for all existing source files

               in the project to ensure code correctness and improve test coverage.

  Repository   /home/user/projects/my-app

  Branch       feat/add-unit-tests

  Status       ✓ Completed

  Worktree     ~/.shep/repos/9bbd30de/wt/feat-add-unit-tests

  Spec Dir     ~/.shep/repos/9bbd30de/wt/feat-add-unit-tests/specs/001-add-unit-tests

  Agent Run    732a1fc2-a346-4052-a028-dcb1a46b6f2c



  Timestamps

  Created  2/13/2026, 12:15:08 AM

  Updated  2/13/2026, 12:15:08 AM

```



Isolated worktree per feature — no stashing, no branch switching





Each feature gets its own git worktree — fully isolated from your main branch.



```

~/.shep/repos/9bbd30de/wt/feat-add-unit-tests/

├── .git                    # linked worktree (not a clone)

├── src/

├── tests/

├── specs/

│   └── 001-add-unit-tests/

│       ├── feature.yaml    # status tracking

│       ├── spec.yaml       # requirements & scope

│       ├── research.yaml   # technical decisions

│       ├── plan.yaml       # implementation strategy

│       └── tasks.yaml      # task breakdown

├── pyproject.toml

└── README.md

```



Auto-generated spec files — real output from a single shep feat new





> **`spec.yaml`** — requirements & scope



```yaml

name: add-unit-tests

oneLiner: Add comprehensive unit tests for all source modules

summary: >

  Add unit tests for every module in the package. The project currently has

  minimal test coverage (only 7 tests total). This feature adds tests for

  config, agents, flows, tools, observability, and CLI — using pytest with

  mocking to avoid external dependencies.

sizeEstimate: M

openQuestions:

  - question: 'Should we set a minimum coverage threshold and enforce it in CI?'

    resolved: true

    answer: >

      Set 70% minimum via --cov-fail-under=70. Achievable and prevents regression.

```



> **`research.yaml`** — technical decisions with rationale



```yaml

decisions:

  - title: 'Test Framework'

    chosen: 'pytest (already configured)'

    rejected:

      - 'unittest — More verbose, no fixture system'

      - 'nose2 — Unmaintained, no advantage'

    rationale: >

      Already a dev dependency with asyncio and coverage plugins configured.



  - title: 'Mocking Library'

    chosen: 'unittest.mock (stdlib)'

    rejected:

      - 'pytest-mock — Adds a dependency for marginal convenience'

    rationale: >

      patch() for module-level replacement, MagicMock for spec objects,

      assert_called_with for verification. No new dependency needed.

```



> **`tasks.yaml`** — TDD task breakdown



```yaml

tasks:

  - id: task-1

    title: 'Create conftest.py with shared fixtures'

    dependencies: []

    acceptanceCriteria:

      - 'mock_settings returns a Settings instance with known values'

      - 'mock_llm returns MagicMock(spec=LLM) for agent tests'

      - 'tmp_repo creates a temp dir with git init and one commit'

    tdd:

      red: ['Write test_smoke.py that imports fixtures and asserts properties']

      green: ['Implement conftest.py with all three fixtures']

      refactor: ['Remove smoke test — subsumed by real test files']



  - id: task-3

    title: 'Test config/llm.py'

    dependencies: [task-1]

    acceptanceCriteria:

      - 'test_create_llm_with_openai_provider: verifies model, temperature, api_key'

      - 'test_create_llm_with_cursor_provider: verifies base_url included'

      - 'test_get_fast_llm: calls create_llm with settings.fast_model'

    tdd:

      red: ['Patch LLM and get_settings, assert constructor kwargs']

      green: ['Tests pass — they verify existing code with mocks']

      refactor: ['Extract common patch decorators if repetitive']

```



> **`feature.yaml`** — machine-readable progress (updated continuously)



```yaml

feature:

  id: '001-add-unit-tests'

  branch: 'feat/001-add-unit-tests'

  lifecycle: 'research'



status:

  phase: 'research'

  progress: { completed: 0, total: 12, percentage: 0 }

  lastUpdatedBy: 'feature-agent'

```



---



Running AI agents is easy. **Managing many of them through a full SDLC is the hard part.** Shep gives you a control center that handles the entire lifecycle — requirements gathering, planning, implementation, QA, and deployment — across multiple agent sessions running in parallel. See what each agent is doing, jump into any session's web preview, code editor, or terminal, approve plans when agents need your input, and let them keep working while you move on. Plug in Claude Code, Cursor CLI, Gemini CLI, or any coding agent. Each feature gets its own isolated worktree and dev environment. You manage the lifecycle, agents do the work.



---



## Features



> 🚧 **Under active development** — Web UI screenshots are from the design spec. Core CLI (`feat new`, `feat ls`, `feat show`, `settings`, `ui`, `start`, `stop`, `status`) works today. The `mem` command is still WIP.



Feature properties with attachments and metadata



### Feature Properties & Attachments



- **Rich feature detail panel** with name, description, and metadata

- **File attachments** — requirements PDFs, mockup images, API specs linked directly to features

- **Team & metadata** tracking for ownership and collaboration

- **Dependency mapping** between features across repos

- **Iterative refinement** — update properties as requirements evolve through the lifecycle



Feature card with action toolbar



### Feature Cards with Quick Actions



- **One-click dev server** launch directly from any card

- **Action toolbar** — GitHub, web preview, terminal, code editor at your fingertips

- **Live progress** tracking with percentage and lifecycle stage badge

- **Unique IDs** for instant cross-referencing across CLI and UI



Requirements discovery questionnaire



### AI-Guided Requirements Discovery



- **Smart questionnaires** that surface the right questions for your feature

- **Categorized inputs** — business, technical, and UX problem classification

- **Priority tiers** (P1–P3) with clear impact descriptions

- **Domain tagging** to scope the affected areas of your codebase

- **Human breakpoint** — agent pauses here until you finalize



Technical plan review with architecture decisions



### Technical Plan Review



- **AI-generated implementation plans** with full architecture rationale

- **Technical decision cards** — see the chosen approach and alternatives side-by-side

- **Architecture pattern selection** (microservices, monolith, serverless) with trade-off analysis

- **Approve & continue** or send back for revision — you control the direction



Task breakdown and generated artifacts



### Tasks & Generated Artifacts



- **Auto-generated documents** — plan.md, tasks.md, data_model.md created from your approved spec

- **Task breakdown** with dependency tracking and status badges

- **Artifact browser** — inspect any generated document directly in the panel

- **Draft indicator** — nothing ships until you explicitly approve



QA checklist with all checks passing



### Quality Assurance Gate



- **Automated QA checklist** — functional, performance, compatibility, accessibility

- **Performance benchmarks** — API response time p95 thresholds

- **WCAG 2.5** accessibility compliance verification

- **One-click Pass QA** when all checks are green



Integrated web preview in dev environment



### Integrated Dev Environment — Web Preview



- **Live localhost preview** embedded in the control center

- **Isolated ports** — each feature runs its own dev server

- **Server status** indicator with start/stop controls

- **Open in Browser** for full-screen testing

- **PR context** — branch, worktree path, and PR link always visible



Embedded VS Code editor in dev environment



### Integrated Dev Environment — Code Editor



- **Embedded VS Code** with full editor capabilities

- **Git worktree isolation** — each feature in its own directory, no branch conflicts

- **File explorer** with project structure at a glance

- **PR badge** with commits ahead/behind and changed file count

- **Zero context-switch** — edit code without leaving the control center



Terminal tab showing running dev server



### Integrated Dev Environment — Terminal



- **Full terminal access** inside the feature workspace

- **Build output, test results, agent logs** in one place

- **Pre-configured** in the feature's worktree directory

- **Dev server output** — see Next.js/Vite/Express startup and compile times

- **Three-tab workflow** — preview, code, and terminal without leaving the UI



---



## Quick Start



```bash

# 1. Install

npm i -g @shepai/cli



# 2. Run Shep — completes setup on first run, then opens the web UI

shep



# 3. Browser opens at http://localhost:4050 — you're in

```



## Daemon Management



`shep` runs the web UI as a background daemon so your terminal stays free. Use these commands to manage it:



```bash

shep start              # Start (or re-open) the web UI daemon

shep stop               # Gracefully stop the daemon

shep status             # Show live PID, port, uptime, CPU%, and memory

```



## CLI



```

shep                                  Start daemon (onboarding on first run)

shep start [--port ]          Start the web UI as a background daemon

shep stop                             Stop the running web UI daemon

shep status                           Show daemon status and live metrics

shep feat new            Create a new feature

shep feat new --interactive           Interactive mode with human checkpoints

shep feat new --allow-all             Full autonomous mode

shep feat ls                          List features across repos

shep feat show                    Show feature details

shep feat preview                 Preview feature dev environment

shep ui                               Start the web UI in the foreground

shep settings show                    Display current configuration

shep settings agent                   Configure AI coding agent

shep mem add  --global|--repo   Add agent memory

shep mem ls                           List memories

shep version                          Version info

```



## Architecture



Clean Architecture with four layers. Dependencies point inward — domain has zero external deps.



```mermaid

flowchart TB

    P["Presentation
CLI · Web UI · TUI"]

    A["Application
Use Cases · Orchestration · Ports"]

    D["Domain
Entities · Value Objects · Services"]

    I["Infrastructure
SQLite · LangGraph · LanceDB"]



    P --> A --> D

    I --> A



    style P fill:#dbeafe,stroke:#3b82f6,color:#1e3a5f

    style A fill:#fef3c7,stroke:#f59e0b,color:#78350f

    style D fill:#d1fae5,stroke:#10b981,color:#064e3b

    style I fill:#ede9fe,stroke:#8b5cf6,color:#4c1d95

```



### Feature Lifecycle



Every feature progresses through a structured SDLC pipeline:



```

Requirements → Research → Review PRD → Planning → Review Plan → Implementation → QA → Approval → Live

     ↑              ↑           ↑            ↑           ↑             ↑          ↑        ↑

   Agent         Agent       Human        Agent       Human        Agent      Human    Human

                           breakpoint                breakpoint               check    gate

```



Breakpoints are configurable. In `--allow-all` mode, the agent handles everything autonomously.



### Tech Stack



| Component       | Technology                                                                              |

| --------------- | --------------------------------------------------------------------------------------- |

| Language        | TypeScript                                                                              |

| Package Manager | pnpm                                                                                    |

| CLI Framework   | Commander                                                                               |

| TUI Framework   | [@inquirer/prompts](https://github.com/SBoudrias/Inquirer.js)                           |

| Web UI          | Next.js 16 + React 19 + shadcn/ui ([@shepai/web](./src/presentation/web/))              |

| Design System   | Storybook                                                                               |

| Build Tool      | tsc + tsc-alias (prod), tsx (CLI dev), Next.js (web dev)                                |

| Database        | SQLite                                                                                  |

| Agent System    | [LangGraph](https://www.langchain.com/langgraph) (`@langchain/langgraph`)               |

| Vector DB       | [LanceDB](https://lancedb.com/) (file-based)                                            |

| Embeddings      | [Transformers.js](https://huggingface.co/docs/transformers.js) (local, multiple models) |

| Testing         | Vitest (unit/integration) + Playwright (e2e)                                            |

| Methodology     | TDD (Red-Green-Refactor)                                                                |



### Data Model



```

Repository ──┬── Feature ──┬── Plan ──┬── Task ──── ActionItem

             │             │          └── Artifact

             │             └── Requirement ── Research

             └── Analysis docs (cached)

```



All data lives locally in `~/.shep/`. Per-repo SQLite databases. No cloud dependency.



## Documentation



| Document                                           | Description                           |

| -------------------------------------------------- | ------------------------------------- |

| [CLAUDE.md](./CLAUDE.md)                           | Guidance for Claude Code instances    |

| [AGENTS.md](./AGENTS.md)                           | Agent system architecture             |

| [CONTRIBUTING-AGENTS.md](./CONTRIBUTING-AGENTS.md) | AI agent contribution guidelines      |

| [Architecture](./docs/architecture/)               | System design and patterns            |

| [Concepts](./docs/concepts/)                       | Core domain concepts                  |

| [UI](./docs/ui/)                                   | Web UI architecture and design system |

| [Guides](./docs/guides/)                           | User guides and tutorials             |

| [Development](./docs/development/)                 | Contributing and development setup    |

| [API Reference](./docs/api/)                       | Interface and model documentation     |

| [POC: Feature Flow](./docs/poc/)                   | Interactive feature lifecycle demo    |



## Contributing



We welcome contributions from humans and AI agents alike.



- **Humans**: See [CONTRIBUTING.md](./CONTRIBUTING.md)

- **AI Agents**: See [CONTRIBUTING-AGENTS.md](./CONTRIBUTING-AGENTS.md)

- **Spec-driven workflow**: All features start with `/shep-kit:new-feature` — see [Spec-Driven Workflow](./docs/development/spec-driven-workflow.md)



## License



MIT — see [LICENSE](./LICENSE).