Prompt Ninja v2 Prompt Ninja v2 BY FUTURETRANZ, INC.
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Prompt Like a Ninja · Scale Like a Unicorn

Prompt Engineering with Ninja-Level Precision & Speed

Turn a 2-sentence concept into a compiled, token-compressed, adversarially hardened prompt package—intelligently routed across Claude, GPT, Gemini, and Grok.

Try Optimization Studio Launch Workspace View on GitHub ↗
Token Compression
-42%
Schema Compliance
99.4%
Target Models
12+ LLMs
Time to First Prompt
< 60s

Interactive Compiler Preview

Prompt Optimization Studio

Select a workflow preset and target model below to inspect how Prompt Ninja v2 compiles raw intent into a deterministic, token-optimized execution spec.

Includes automatic AI Ethics Gate + Prompt Injection Guardrail

COMPILED SPEC · Claude 3.7 Sonnet
Tokens: -41% compressed Eval Score: 99.2/100 
# PROMPT NINJA v2 COMPILED ARTIFACT [v2.4.0]
@model: Claude 3.7 Sonnet (200K Context · Extended Thinking)
@workflow: 10-Step Software Architecture & PRD
@guardrails: OWASP-LLM01 Injection Shield + Mandatory AI Ethics Gate

## 1. ONTOLOGY & SYSTEM BOUNDARIES
- Entities: OrganizationTenant, WorkspaceMember (RBAC: owner|admin|analyst), BillingMeter, AlertWebhook
- Hosting: Cloudflare Pages + Functions (Edge SSR/API) + Supabase Postgres (RLS enforced)

## 2. EXECUTION DIRECTIVE
Generate a deterministic Product Requirements Document (PRD) and SQL migration plan:
1. Enforce strict tenant_id Row-Level Security on every table.
2. Define idempotent Stripe/usage threshold webhook handlers.
3. Include negative test cases for cross-tenant privilege escalation.

## 3. OUTPUT CONTRACT
Return valid Markdown with fenced SQL + TypeScript edge handlers. Zero placeholder TODOs.
Guardrails active: No OAuth secrets · Strict RLS · Zero Hallucination Schema

Built for Production AI Teams

Core Capabilities of Prompt Ninja v2

From solo creators to Fortune 500 engineering organizations, Prompt Ninja replaces brittle copy-pasted prompts with a governed, versioned compilation pipeline.

COMPILER ENGINE

Multi-Model Prompt Compiler

Write intent once in 1–3 sentences and compile model-native system & execution prompts tuned for Claude, GPT, Gemini, Grok, Midjourney, and Suno.

  • AST-style prompt decomposition (Role, Ontology, Constraints, Output Schema)
  • Automatic model routing based on context window, reasoning depth, and modality
  • Up to 42% token compression without losing semantic fidelity
EVALS & CI/CD

Automated Versioning & Eval Benchmarks

Treat prompts like production code. Diff every revision, run deterministic regression suites, and block deployments when accuracy or latency degrades.

  • Immutable semantic versioning (v1.0.0 → v2.1.4) with instant rollback
  • Golden-dataset evals scoring schema compliance, hallucination rate, and cost
  • Adversarial prompt-injection and jailbreak guardrail verification
TEAM GOVERNANCE

Team Prompt Library & RBAC Governance

Centralize institutional AI knowledge across engineering, product, legal, and marketing with strict role-based access control and mandatory AI ethics checks.

  • Organization workspaces linked to GitHub org identity & FTI vCMO
  • PII redaction, secret scanning, and built-in ethical compliance gates
  • Shared template registry with 10-step Software & 8-step Creative workflows
DEVELOPER ECOSYSTEM

MCP Server & CLI Integration

Pull compiled prompts directly into Claude Code, Cursor, VS Code, or CI pipelines via the Prompt Ninja Model Context Protocol (MCP) server and CLI.

  • Zero-latency edge retrieval over Cloudflare Workers & Pages
  • 10 specialized MCP agent personas (cto-agent, spec-writer, security-reviewer)
  • Native export to Markdown (.md), JSON Schema, and AI-Dev-Tasks PRDs
Explore full compiler architecture, token compression & benchmark suites

Dual-Licensed Open & Enterprise Ecosystem

Simple, Transparent Pricing

Start free with our MIT-licensed templates and Kickstart wizard, or scale with automated evals, MCP integration, and enterprise RBAC governance.

Creator

$0 forever · MIT open templates

For solopreneurs, builders, and students turning raw ideas into structured prompts in 60 seconds.

  • Interactive 6-question Kickstart & 10-step software workflow
  • Multi-model prompt compilation (Claude, GPT, Gemini, Grok)
  • Markdown (.md) and JSON ontology export
  • Community template library & AI-Dev-Tasks framework
Start Free

Pro

Most Popular
$29 per seat / month

For power engineers and product teams running continuous prompt optimization, token compression, and evals.

  • Unlimited Prompt Optimization Studio compilations
  • Automated Eval Benchmarks & 42% semantic token compression
  • Version history, diff viewer, and adversarial injection scanner
  • MCP Server & CLI access for IDE and CI/CD pipelines
  • Priority model routing & custom output schemas
Start Pro Trial

Enterprise

Custom annual agreement · SLA

For organizations requiring multi-team RBAC governance, SSO/SAML, FTI vCMO integration, and dedicated security.

  • Organization-wide RBAC, audit logs, and SSO/SAML
  • Mandatory AI Ethics & PII/Secret DLP enforcement gates
  • Custom MCP agent orchestration & private model endpoints
  • Dedicated FutureTranz solutions architect (713-587-2525)
Request Enterprise Demo
Prompt Ninja v2

Early Access & Enterprise Onboarding

Deploy Prompt Ninja v2 for Your Team

Request priority workspace provisioning, custom MCP agent configuration, or an architecture walkthrough with FutureTranz, Inc.