Portable agents, skills, and repo context that work across Claude Code, Cursor, Windsurf, Copilot, and more. One install, every editor.
curl -fsSL https://raw.githubusercontent.com/asambstack/ai-cli/main/install.sh | bash
Requires git and Node.js 18+. macOS and Linux.
A complete development environment that plugs into whatever AI editor you use.
Engineering manager, code reviewer, debugger, refactorer, feature planner, and TDD specialist. Auto-routed from natural language.
TDD workflow, security review, coding standards, design patterns, git workflow, and more. Loaded only when an agent needs them.
/review /debug /refactor /feature /write-tests /manager
Static analysis scans your project and generates context files for every editor. Zero LLM calls, zero cost.
Capture learnings per repo or across workspaces. Architecture, conventions, gotchas — persisted as markdown.
Browser UI at localhost:3141 for repo health, knowledge management, and agent config editing.
Describe your task. The right agent is selected automatically.
| Agent | Purpose |
|---|---|
| engineering-manager | Breaks compound tasks into steps, delegates to specialists, parallelizes independent work |
| review-agent | Security, quality, and correctness review on diffs |
| debug-agent | Root cause diagnosis and minimal fix |
| refactor-agent | Dead code removal, deduplication, safe consolidation |
| feature-agent | Phased implementation plan with dependency analysis |
| test-agent | TDD workflow — tests first, 80%+ coverage target |
Scan your repo. Generate context. Every AI editor reads it.
One source of truth, symlinked everywhere.
One curl command clones the repo, builds the CLI and dashboard, creates symlinks.
ai init reads manifests, structure, and git history. Pure static analysis.
Produces .ai/context.md — symlinked to each editor's context file.
Open any editor. Agents, skills, and context are available. Describe tasks naturally.