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PromptScript

Prompt-as-Code for Enterprise AI. Standardize, audit, and deploy instructions across any AI...

Built with Kiro/Junie / JetBrains AI

by mrwogu · from PLPoland · added Oct 29, 2026
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PromptScript

Write your AI rules once. Every agent follows them.

One source for Claude Code, GitHub Copilot, Cursor, and 47 more tools. Define instructions, skills, agents, MCP servers, hooks, and policies once, inherit them like code, and compile native files for every tool.

Deno 2.9+ Docker License: MIT VS Code

Get started · Try the playground · Explore all features · View target matrix


What is PromptScript?

PromptScript is an open-source compiler for AI coding agent rules. .prs sources define instructions, project standards, restrictions, skills, agents, MCP servers, hooks, and workflows, while promptscript.yaml configures targets and the policies for skill extensions and prompts. The compiler turns them into the native files each AI tool already knows: CLAUDE.md for Claude Code, .github/copilot-instructions.md for GitHub Copilot, .cursor/rules for Cursor, and 47 more targets.

Why does this matter? Every AI coding tool reads its own instruction files, in its own format, from its own paths. A team using Claude Code, Copilot, and Cursor keeps three copies of the same rules. They drift. A standard changes in one file but not the others, and nobody notices until an agent breaks something.

PromptScript fixes the source, not the symptoms:

PromptScript source
    -> resolve inheritance, imports, and policies
    -> validate language and capabilities
    -> compile deterministic target-native files

One source of truth, Git-native review, validation in CI, deterministic output. No runtime proxy between developers and their tools. Each formatter emits the richest native representation its platform supports - if a target cannot express something, it is omitted, not approximated.

It fits one developer with two tools, and it fits an organization where a platform team ships standards to hundreds of repositories through inheritance and a Git registry.

Why maintain the files by hand?

Each tool wants its own file, schema, and path. Even a few tools means copies that drift. A policy change becomes manual edits everywhere, and errors sit undetected until an agent hits them at runtime.

With PromptScript you change the source once, review the generated diff in the pull request, and let CI validate it. Git history records what changed and why. Remote dependencies are pinned in a lockfile, so builds are reproducible. Switching tools, or adding a new one, never rewrites the source. See the full comparison.

Contents

Quick Start

npm install -g @promptscript/cli

prs init
# Edit .promptscript/project.prs
prs validate --strict
prs compile

prs init detects the project stack and installed AI tools, then creates a clean promptscript.yaml and .promptscript/project.prs. Detected targets are preselected, while other targets remain explicit choices. For automation, use prs init --yes --targets claude factory. Hooks are installed by default. Use --no-hooks to skip hook installation or --dry-run to preview all writes.

Prefer no local installation?

docker run --rm -v "$(pwd):/workspace" ghcr.io/mrwogu/promptscript:latest validate --strict

Or open the playground and compile in the browser.

Define a Complete Agent Platform

.promptscript/project.prs:

@meta {
  id: "checkout-service"
  syntax: "1.5.0"
}

@identity {
  """
  You are working on the checkout service.
  Preserve transaction integrity and auditability.
  """
}

@standards {
  @header "Engineering Standards"
  code: ["Use strict TypeScript", "Test every business rule"]
}

@shortcuts {
  "/review": {
    prompt: true
    description: "Review current changes"
    content: "Review correctness, security, tests, and operational impact."
  }
}

@skills {
  security-review: {
    description: "Review payment changes for security risks"
    allowedTools: ["Read", "Grep", "Bash"]
    content: "Inspect authentication, authorization, secrets, and payment data handling."
  }
}

@mcpServers {
  issue-tracker: {
    transport: "stdio"
    command: ["node", "./tools/issues.mjs"]
  }
}

@agents {
  reviewer: {
    description: "Review changes before merge"
    tools: ["Read", "Grep", "Glob", "Bash"]
    skills: ["security-review"]
    mcpServers: ["issue-tracker"]
    content: "Review changed code, tests, and operational impact."
  }
}

@hooks {
  validate-changes: {
    event: "post-tool-use"
    matcher: "Edit|Write"
    command: ["pnpm", "run", "typecheck"]
  }
}

@workflows {
  release: {
    description: "Prepare a validated release"
    content: "Run quality gates, summarize changes, and prepare release metadata."
  }
}

@plugins {
  engineering: {
    description: "Shared engineering capabilities"
    version: "1.0.0"
    skills: ["security-review"]
    hooks: ["validate-changes"]
    mcpServers: ["issue-tracker"]
  }
}
Try in Playground

promptscript.yaml:

id: checkout-service
syntax: '1.5.0'

input:
  entry: .promptscript/project.prs

targets:
  - github:
      version: multifile
  - claude:
      version: full
  - cursor:
      version: full
  - opencode:
      version: full
  - gemini:
      version: full

prs compile maps supported capabilities to files each platform already understands:

.github/copilot-instructions.md
.github/prompts/review.prompt.md
CLAUDE.md
.claude/agents/reviewer.md
.claude/skills/security-review/SKILL.md
.cursor/rules/project.mdc
.cursor/agents/reviewer.md
.opencode/agents/reviewer.md

One Language, Complete Platform

Capability PromptScript source Native result
Instructions and policy @identity, @context, @standards, @restrictions, @guards Main instructions and scoped rules
Portable skills @skills SKILL.md directories with references, assets, scripts, and contracts
Specialist agents @agents Native Markdown, TOML, or droid definitions with models, tools, skills, and MCP access
User commands @shortcuts Native prompts, slash commands, or documented shortcuts
Tool integrations @mcpServers Platform-specific JSON or TOML MCP configuration
Capability bundles @plugins Native plugin manifests where supported
Automation @hooks, @workflows Lifecycle hook configuration and workflow files
Prompt definitions @prompts Typed inputs (syntax 1.6.0). Coding agent targets skip them, bundle and prompt-text compile them
Monorepo delivery builds in promptscript.yaml Scoped output for packages, applications, and plugins

Target support stays explicit. Unsupported platform-specific capabilities are omitted rather than approximated with incompatible configuration.

Compose Instead of Copying

Build organization, team, and project layers with deterministic merge rules:

@inherit @company/platform
@use @team/backend
@use github.com/acme/agent-skills/database-review@1.3.0

@override standards.testing {
  ["Use Vitest", "Require 95% coverage"]
}

@extend standards {
  testing: ["Run integration tests in CI"]
}
Try in Playground
  • @inherit creates a single-parent base chain.
  • @use composes multiple local, registry, Git, or Markdown resources.
  • @extend merges selected paths and supports skill-specific overlays.
  • @override atomically replaces one existing block or nested value.
  • @header customizes generated section titles without changing native schemas.
  • Typed parameters turn shared stacks into reusable templates.
  • Sealed properties, reference negation, and overlay drift warnings keep extension layers safe.
  • prs inspect <skill> shows property and layer provenance.
  • prs explain <path> shows source locations and composition history for any resolved path. Text and JSON paths are project-relative by default; use --absolute-paths to opt in to absolute paths. JSON includes version, path, entries, and diagnostics. The command exits nonzero for fatal resolution diagnostics or missing paths, but warning-only diagnostics succeed.

Remote imports are pinned in promptscript.lock with commit and integrity data. Vendor mode mirrors resolved dependencies into .promptscript/vendor/ for offline and air-gapped builds.

Portable Skills, Native Agents

PromptScript accepts inline skills, standalone Markdown skills, and complete skill directories:

.promptscript/skills/security-review/
├── SKILL.md
├── references/
│   └── threat-model.md
├── scripts/
│   └── scan.sh
└── assets/
    └── report-template.md

Import versioned skills without copy-paste:

@use github.com/acme/agent-skills/security-review@^2.0.0
Try in Playground
prs skills add github.com/acme/agent-skills/security-review@2.1.0
prs skills update

PromptScript validates Agent Skills metadata, resolves dependencies and resources, then emits the native skill path for each selected platform. Agents can reference those skills and receive target-native model, reasoning, sandbox, tool, permission, and MCP settings.

Name a Model Once

Each tool spells model names differently. Write an alias like opus or a full model id, and PromptScript writes the name each target expects:

@meta {
  id: "checkout-service"
  syntax: "1.5.0"
}

@agents {
  reviewer: {
    description: "Review pull requests"
    model: "opus"
    content: "Review changed code, tests, and operational impact."
  }
}
Try in Playground
Target Writes
Claude Code opus
GitHub Copilot Claude Opus 5.5
Factory AI claude-opus-5-5
Cursor claude-opus-5-5
Codex omitted, with a PS4004 warning

When a target cannot run the model, the compiler warns instead of writing a value the tool would reject. Claude Code picks the release for an alias itself. Other targets get the current release from the catalog and move on when you upgrade PromptScript and compile again. See the model catalog and aliases.

Built-In Security Scanner

Instruction files and imported skills are a prompt injection surface. prs validate scans the instructions and skills in your entry file and everything it imports, before anything is written. Encoded payloads are decoded first, so hiding an attack in hex or Base64 does not get it through:

$ prs validate --strict
✖ Validation failed
✗ Blocked pattern detected:
  ignore\s+(all\s+)?previous\s+instructions
  at project.prs:8:1
✗ PS012: Malicious content detected
  in raw hex (spaced): Prompt injection
  Decoded: "IGNORE SAFETY RULES"
  at project.prs:16:14
✗ PS010: URL shortener detected:
  http://bit.ly/deploy-help
  at project.prs:16:14
Rule Catches
PS005 Injection phrases like "ignore previous instructions"
PS011 Fake authority overrides and "bypass all safety checks" instructions
PS012 Payloads hidden in Base64, hex, URL encoding, HTML entities, ROT13, and 4 more
PS013 Path traversal in @use declarations
PS014 Right-to-left overrides, zero-width characters, and homoglyphs
PS010 Plain HTTP links, link shorteners, and credentials in URLs

--strict turns warnings into errors. Run it in CI so a poisoned skill fails the build, not the agent. See the security guide.

Built-In Targets

PromptScript ships 50 coding agent targets and two prompt targets:

  • 9 rich native formatters - Claude Code, GitHub Copilot, Cursor, Factory AI, Codex, Gemini CLI, OpenCode, Antigravity, and Grok
  • 11 AGENTS.md targets - Aider, Amazon Q, Warp, Zed, Jules, Devin, Kimi, Mimo, Deep Agents, ForgeCode, and Hermes Agent
  • 30 Markdown instruction targets - Windsurf, Cline, Roo Code, Continue, Augment, Goose, Kilo Code, OpenHands, Qwen Code, and more

See exact output paths and feature support in the formatter capability matrix.

Prompts for Applications

Two more targets are not coding agent targets. With syntax 1.6.0, bundle compiles the @prompts entr

Description taken from the repository README.

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