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How It Works

Three steps from idea to production-ready code.

1

Initialize

sniper init

Scaffold agents, protocols, and templates. Install language plugins. Ready in 30 seconds.

2

Run

/sniper-flow

One command auto-detects scope, picks the right protocol, and spawns specialized agent teams.

3

Ship

PR ready

Quality gates verify every phase. Tests pass, specs reconcile, PR created automatically.

Framework at a Glance

Everything you need to orchestrate AI agent teams.

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Agents
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Protocols
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Templates
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Schemas
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Plugins

Built for the AI-First Workflow

Specs in, code out. Every feature designed for autonomous agent collaboration.

Protocol Engine

One command runs an entire lifecycle. /sniper-flow auto-detects scope and picks the right protocol.

LeadBackendReviewer

13 Specialized Agents

Each agent has a defined role, model preference, and tool constraints. The lead orchestrator is read-only.

Multi-Faceted Review

Three dimensions: scope validation, standards enforcement, and risk scoring with severity levels.

Plugin Ecosystem

Language plugins and domain packs extend agents with commands, conventions, and review checks.

$sniper run --ci

Headless CI/CD

Run any protocol headlessly with sniper run. Auto-approve gates, export JSON results.

Seven Protocols, One Command

/sniper-flow auto-detects your intent and runs the right protocol. Or pick one explicitly.

Full Lifecycle

Greenfield Projects

Start with an idea. The full protocol runs seven phases: discover, define, design, solve, implement, review, retro. Agent teams research, architect, build in parallel, and gate every transition.

/sniper-flow → discover → define → design → solve → implement → review → retro
Scoped Protocols

Targeted Work

Already have code? Use scoped protocols: feature (define + design + solve + implement + review + retro), patch (implement + review), ingest (scan + document + extract), refactor, explore, or hotfix.

/sniper-flow --protocol feature | patch | ingest | refactor

See It In Action

Watch SNIPER orchestrate agent teams through each phase.

Start Building With Specs

Get SNIPER running in under a minute.

npm install -g @sniper.ai/cli && sniper init

Then run /sniper-flow in Claude Code to kick off your first protocol.