Action Parity

ActionParity (影核)

One action. Every interface.

Read the specification · Validate a manifest · 中文说明 · Minimal example

> [!IMPORTANT] > Implement each meaningful business action once in a headless Action Core. GUI, CLI, MCP, API, automation, and tests are bindings to that core, not competing implementations.

> [!NOTE] > Toolchain v0.7.0 and Manifest specification 0.5.0 are separate versions. > Coding agents can read both with action-parity --version --json; see the > [versioning contract](docs/VERSIONING.md).

| One core owns | Every interface can do | | --- | --- | | State, policy, events, effects, and evidence | Discover, invoke, and assert the same action without depending on pixels. |

ActionParity (Chinese: 影核), also known as the ShadowCore protocol, is an open standard for software that is equally operable by humans and AI agents.

A conforming application defines each meaningful business action once in a headless Action Core, then exposes that same action through the interfaces it supports: GUI, CLI, TUI, MCP, API, automation, and tests.

The GUI is not the application. The CLI is not the application. They are projections of the same action and state model.

中文说明： [README.zh-CN.md](README.zh-CN.md) · One standard, one name per language — see [docs/NAMING.md](docs/NAMING.md).

Two questions, both yes or no

Software is now written and operated by AI as well as by people, and both are hard for the same reason: behavior lives inside the interface. So a second interface means writing the behavior again, and driving the application means driving pixels.

Can it be built once?

> A developer — human or AI — implements a behavior once, and the GUI, CLI, MCP, API, and test entry points follow from that single implementation instead of being written again per interface.

Writing a capability three times and keeping the copies aligned is the dominant cost of building software usable by both people and agents. AI-assisted development makes that worse, not better: generating three implementations is easy, noticing they have drifted is not.

Can it be operated without pixels?

> An agent that has never seen the source can discover what the application does, learn each behavior's inputs, outputs, effects, and risk, invoke it, and assert the result — no screenshot, no vision model, no synthetic click.

Screen-driving is the right tool for checking what a person sees, and the wrong foundation for invoking business behavior. An application that offers nothing else forces every agent onto it.

Neither question has a percentage in it.

The invariant

> A meaningful user action MUST have one stable action identity and one canonical implementation, regardless of which interface invokes it.

ActionParity does not require one CLI command for every visual control. Tabs, layout toggles, drag handles, hover states, and other presentation-only interactions remain UI concerns. It requires parity for meaningful domain actions such as creating, changing, exporting, starting, stopping, diagnosing, repairing, purchasing, or deleting.

Start with the Action Registry, not the Manifest

The Manifest is generated output in the runnable Rust reference implementation. Before adoption, a coding agent can inventory an unfamiliar repository without configuration:

action-parity doctor . --json

After adoption, it asks the repository for a compact project map:

action-parity context . --json

action-parity.config.json identifies the Registry source, generated files that must not be edited, exact generation commands, and the executable verification command. The canonical [ActionParity development Skill](skills/action-parity/SKILL.md) turns that map into the same workflow for Codex, Claude Code, and Hermes without requiring the agent to read the complete specification.

For Tauri/TypeScript projects, action-parity generate ... --typescript also derives Action constants, input/output types, a typed client, and a one-command Tauri transport helper. Frontend feature code imports those generated symbols instead of copying raw Action IDs from Rust.

An existing runtime Registry does not have to migrate to action-parity-core first. If it already exports a valid 0.5 Manifest, generate and check only the TypeScript client without replacing its CLI or MCP implementation:

action-parity generate action-parity.json --out-dir src/generated --typescript
action-parity generate action-parity.json --out-dir src/generated --typescript --check

The second command is read-only and exits nonzero for a missing or hand-edited client.

See the [Rust Registry example](examples/rust-registry), the [Agent Profile Schema](schema/action-parity.agent-profile.schema.json), and the [agent-native development roadmap](docs/AGENT-NATIVE-DEVELOPMENT.zh-CN.md).

SDKs

Two runtime SDKs implement the same Action Core, the same envelope, and the same action-parity.registry-bundle/v1 output, so one toolchain generates and verifies both:

| SDK | Package | Transports it ships | | --- | --- | --- | | Rust | [action-parity-core](crates/action-parity-core) | Tauri adapter, generic dispatch | | Node / Electron / TypeScript | [action-parity-sdk](sdk/node) | generated CLI, MCP stdio server, Electron IPC bridge, HTTP endpoint |

import { createRegistry, defineAction, defineSurface, s } from "action-parity-sdk";
import { createCliRunner } from "action-parity-sdk/cli";
import { serveMcpStdio } from "action-parity-sdk/mcp";
import { attachElectronIpc } from "action-parity-sdk/electron";

Registering an Action gives the CLI a command with flags, help, and exit codes; gives an agent an MCP tool; gives the GUI a catalog entry carrying a stable data-action-id; and adds the Bindings to the generated Manifest. The transports contain no business behavior, and confirmation, permission, stale-state rejection, idempotent retry, and timeouts are enforced in the core rather than per Surface. See the [Node SDK guide](docs/NODE-SDK.md) and the [Node Registry example](examples/node-registry), whose 16 Bindings are verified by executable evidence across GUI, CLI, MCP, and HTTP.

A minimal manifest

{
  "$schema": "./schema/action-parity.schema.json",
  "spec_version": "0.5.0",
  "application": {
    "id": "org.example.notes",
    "name": "Example Notes",
    "version": "1.0.0"
  },
  "surfaces": [
    {
      "id": "desktop",
      "kind": "gui",
      "required_for_parity": true,
      "test_driver": "windows-uia"
    },
    {
      "id": "cli",
      "kind": "cli",
      "required_for_parity": true
    }
  ],
  "actions": [
    {
      "id": "note.create",
      "title": "Create note",
      "description": "Create and persist a note.",
      "input_schema": {
        "type": "object",
        "properties": {
          "title": { "type": "string" }
        },
        "required": ["title"]
      },
      "output_schema": {
        "type": "object",
        "properties": {
          "note_id": { "type": "string" }
        },
        "required": ["note_id"]
      },
      "effects": {
        "class": "write",
        "risk": "low",
        "reversible": true,
        "confirmation": "never",
        "audit_required": true
      },
      "execution": {
        "headless": true,
        "headless_evidence": "tests/core/note-create.test.ts",
        "idempotent": false,
        "cancellable": false,
        "timeout_ms": 5000
      },
      "bindings": [
        {
          "surface": "desktop",
          "target": "NewNoteButton",
          "test": "tests/ui/create-note.spec.ts"
        },
        {
          "surface": "cli",
          "target": "notes note create --title  --json",
          "test": "tests/cli/create-note.test.ts"
        }
      ]
    }
  ]
}

See the complete [normative draft](SPEC.md), the [minimal example](examples/minimal/action-parity.json), and the [U-King pilot manifest](examples/u-king/action-parity.json).

What a shadow may not contain

Conformance is binary and it lives in four rules. A Surface — a shadow of the core — must not contain:

1. a second implementation of a behavior;
2. a policy decision that exists only there — a destructive action guarded only by a dialog in the front end is unguarded the moment a second shadow appears;
3. an independent source of truth for state;
4. an action reachable only through that shadow.

Presentation, input collection, and platform integration are what a shadow is for. Behavior is not.

A validator reports violations and their locations. It does not grade:

Shadow desktop   gui/in-process     6 action(s)   6 proven   checked
Shadow cli       cli/external       6 action(s)   6 proven   checked
Shadow mcp       mcp/local-ipc      6 action(s)   6 proven   checked

Violations   0
Unproven     0

An application whose only non-visual surface is its own webview command bridge (#[tauri::command], ipcRenderer, and equivalents) has a private calling convention, not machine access — it violates rule 4. [examples/gui-only](examples/gui-only/action-parity.json) is kept as the regression case.

Graded levels are optional. AP-1 through AP-4 and the coverage percentages that support them are an audit profile, not the standard: see [docs/AUDIT-PROFILE.md](docs/AUDIT-PROFILE.md), including [why they were moved out](docs/AUDIT-PROFILE.md#why-this-was-moved-out-of-the-specification). An implementation can conform completely and never produce a score.

Validate a manifest

Requires Node.js 20 or newer.

npm install
npm test
node bin/action-parity.mjs validate examples/minimal/action-parity.json
node bin/action-parity.mjs report examples/u-king/action-parity.json --json
node bin/action-parity.mjs doctor . --json
node bin/action-parity.mjs context examples/rust-registry --json
node bin/action-parity.mjs verify examples/rust-registry/generated/action-parity.json --json

The CLI follows agent-friendly conventions:

• stdout contains result data;
• stderr contains progress and diagnostics;
• --json produces a stable machine-readable envelope;
• exit codes are 0 success, 1 conformance/runtime failure, and 2 invalid usage.

How this differs from adjacent standards

ActionParity composes existing standards instead of replacing them.

| Existing work | What it solves | What ActionParity adds | |---|---|---| | MCP | Agent tool discovery and invocation | A requirement that human and agent surfaces share the same application action | | OpenAPI / OpenRPC | Machine-readable service interfaces | Local/native application parity and GUI bindings | | WebDriver / Appium / Windows UI Automation | Real UI inspection and control | Stable domain semantics below the UI | | AgentReady | End-to-end agent usability for web products | Native/desktop Action Core and interface conformance | | ANIP | Governed, risk-aware agent service calls | Human GUI mapping and application-level parity | | AG-UI / ggui | Agent-to-user interface communication or generated UI | Existing application behavior parity | | Tauri Commands / Blender Operators / App Intents | Useful implementation primitives | Cross-framework requirements, schemas, reports, and certification |

Read the evidence and detailed comparison in [docs/LANDSCAPE.md](docs/LANDSCAPE.md).

Project status

Toolchain v0.7.0; Manifest specification 0.5.0. The repository includes two runnable Action Registries — Rust and Node/Electron — deterministic Manifest/CLI/MCP/TypeScript generation, runnable CLI, MCP, IPC, and HTTP transports, executable Binding evidence, and an Agent Profile/Skill for coding-tool discovery. Installable npm tarballs are available from GitHub Releases; publication of action-parity, action-parity-sdk, and the crates is still pending, so those registry coordinates must not yet be claimed as available. Follow the [release gate](docs/RELEASING.md) for exact channel status. The SDKs and conformance language remain open to revision before v1.0.

The real-project baseline now covers Redline, Zhaozuo, and U-King. The merged U-King pilot generates a 46-Action Manifest and typed client from its existing Rust core, verifies 46 CLI and 21 honest GUI bindings, and checks drift from a clean Linux checkout. Redline tests gradual adoption around an existing Rust dispatcher; Zhaozuo tests the honest compatibility path for third-party GUIs.

• a headless Action Core;
• CLI and MCP adapters;
• Windows UI Automation coverage;
• binding and parity reports;
• safe, sandboxed AI-driven tests.

See the [measured real-project baseline (Chinese)](docs/REAL-PROJECT-BASELINE.zh-CN.md) and [docs/U-KING-PILOT.md](docs/U-KING-PILOT.md).

Participate

• Read and challenge the [specification](SPEC.md).
• Propose a requirement through the [RFC process](CONTRIBUTING.md).
• Add an implementation report for a real application.
• Build an adapter for Electron, Tauri, .NET, Swift, Python, or another ecosystem.
• Join the adoption plan in [docs/ADOPTION.md](docs/ADOPTION.md).

ActionParity is intended to become community-governed infrastructure. The specification, schemas, validator, and reference adapters will remain open.

Read the short [ActionParity Manifesto](MANIFESTO.md) and the practical [launch playbook](docs/LAUNCH.md).

Commercial ecosystem

An open standard can support a healthy commercial ecosystem without making conformance pay-to-play. Potential businesses include managed CI, independent certification, migration tooling, enterprise policy and audit, conformance labs, training, and adapter support.

The proposed model and neutrality safeguards are documented in [docs/BUSINESS.md](docs/BUSINESS.md).

License

Apache License 2.0. See [LICENSE](LICENSE).

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: dongsheng123132
• Source: dongsheng123132/action-parity
• License: Apache-2.0

Install and usage instructions live in the source repository linked above.