diff --git a/openspec/changes/archive/2026-02-22-clean-json-output/.openspec.yaml b/openspec/changes/archive/2026-02-22-clean-json-output/.openspec.yaml
new file mode 100644
index 000000000..cbbb57832
--- /dev/null
+++ b/openspec/changes/archive/2026-02-22-clean-json-output/.openspec.yaml
@@ -0,0 +1,2 @@
+schema: spec-driven
+created: 2026-02-22
diff --git a/openspec/changes/archive/2026-02-22-clean-json-output/design.md b/openspec/changes/archive/2026-02-22-clean-json-output/design.md
new file mode 100644
index 000000000..e8243aa71
--- /dev/null
+++ b/openspec/changes/archive/2026-02-22-clean-json-output/design.md
@@ -0,0 +1,58 @@
+# Design: Clean JSON Output for OpenSpec CLI
+
+## Goals
+
+Ensure that when the `--json` flag is provided to any OpenSpec CLI command, the `stdout` stream contains ONLY valid, parseable JSON.
+
+-   **Suppress UI Spinners**: Spinners (`ora`) must not start when `json` output is requested.
+-   **Silence Telemetry Notices**: The first-run notice must be suppressed during JSON output.
+-   **Cross-Platform Silence**: Both `stdout` and `stderr` should be managed to avoid pollution, though primarily focusing on `stdout` for JSON parsing.
+
+## Design Approach
+
+### 1. Global JSON Detection
+
+The CLI entry point (`src/cli/index.ts`) will detect the `--json` flag globally using the `commander` hook.
+
+-   **Hook**: `program.hook('preAction', ...)`
+-   **Logic**: Check if the `actionCommand` has the `json` option set.
+
+### 2. Telemetry Silencing
+
+Update the telemetry module to support a "silent" mode.
+
+-   **Update**: `maybeShowTelemetryNotice()` will check for a global silent state or accept an argument.
+-   **Implementation**: If silenced, `console.log()` for the notice will be skipped.
+
+### 3. Command Logic Pattern
+
+Every command using `ora` for UI feedback will adopt a standard conditional start pattern:
+
+```typescript
+const spinner = ora('Doing work...');
+if (!options.json) {
+  spinner.start();
+}
+
+try {
+  // ... logic ...
+} finally {
+  if (!options.json) spinner.stop();
+}
+```
+
+### 4. Target Files
+
+| Component | File Path | Action |
+| --- | --- | --- |
+| CLI Entry | `src/cli/index.ts` | Pass `json` status to telemetry notice. |
+| Telemetry | `src/telemetry/index.ts` | Add silence support to `maybeShowTelemetryNotice`. |
+| Status Cmd | `src/commands/workflow/status.ts` | Conditional spinner. |
+| Instructions Cmd | `src/commands/workflow/instructions.ts` | Conditional spinner for both `instructions` and `applyInstructions`. |
+| Templates Cmd | `src/commands/workflow/templates.ts` | Conditional spinner. |
+| New Change Cmd | `src/commands/workflow/new-change.ts` | Conditional spinner. |
+
+## Risks / Trade-offs
+
+-   **Error Visibility**: Errors should still go to `stderr`. If an error occurs during JSON generation, it might still produce a partial JSON or mixed output if not handled carefully. We will use `try/catch` and ensure `ora().fail()` is only called in non-JSON mode or use `console.error` for raw errors.
+-   **Breaking Change**: None identified, as this only affects programmatic consumers (who want clean JSON anyway).
diff --git a/openspec/changes/archive/2026-02-22-clean-json-output/proposal.md b/openspec/changes/archive/2026-02-22-clean-json-output/proposal.md
new file mode 100644
index 000000000..0f49982e2
--- /dev/null
+++ b/openspec/changes/archive/2026-02-22-clean-json-output/proposal.md
@@ -0,0 +1,25 @@
+## Why
+
+AI agents and automated tools rely on the `--json` flag for programmatic interaction with the OpenSpec CLI. Currently, the CLI prints UI elements like spinners and telemetry notices to `stdout` even when the `--json` flag is active. This pollution breaks standard JSON parsers and forces manual cleanup of the output stream.
+
+## What Changes
+
+- Modify workflow commands to suppress the `ora` spinner when `options.json` is provided.
+- Update the global CLI hook and telemetry module to silence the first-run notice when outputting machine-readable data.
+- Ensure that only valid JSON is printed to `stdout` on successful command execution, while maintaining `stderr` for errors.
+
+## Capabilities
+
+### New Capabilities
+
+- `machine-readable-output`: Ensures all CLI commands providing a `--json` flag produce clean, parseable stdout without terminal visual effects or side-channel messages.
+
+### Modified Capabilities
+
+- None.
+
+## Impact
+
+- **Core CLI**: `src/cli/index.ts` will need to pass silence flags down to hooks.
+- **Workflow Commands**: `src/commands/workflow/*.ts` files will need conditional spinner starts.
+- **Telemetry**: `src/telemetry/index.ts` needs a silence mechanism for the usage notice.
diff --git a/openspec/changes/archive/2026-02-22-clean-json-output/specs/machine-readable-output/spec.md b/openspec/changes/archive/2026-02-22-clean-json-output/specs/machine-readable-output/spec.md
new file mode 100644
index 000000000..13c911c4a
--- /dev/null
+++ b/openspec/changes/archive/2026-02-22-clean-json-output/specs/machine-readable-output/spec.md
@@ -0,0 +1,34 @@
+# Capability: Machine Readable Output
+
+## Purpose
+
+Allow automated tools and AI agents to consume OpenSpec CLI output without stream corruption from UI elements.
+
+## Requirements
+
+### 1. Spinner Suppression
+The `ora` spinner must not be started if the `--json` flag is provided.
+
+#### Scenario: Status with JSON
+- **Given** an OpenSpec project with active changes
+- **When** running `openspec status --change my-change --json`
+- **Then** the `stdout` contains only the JSON object
+- **And** no spinner characters are present in the output stream
+
+### 2. Telemetry Notice Suppression
+The "Note: OpenSpec collects anonymous usage stats" message must not be printed if the `--json` flag is provided.
+
+#### Scenario: First run with JSON
+- **Given** a new environment where the telemetry notice hasn't been shown
+- **When** running `openspec list --json`
+- **Then** the telemetry notice is NOT printed to stdout
+- **And** only the JSON change list is printed
+
+### 3. Error Handling
+Errors should be printed to `stderr` and not pollute the `stdout` JSON stream.
+
+#### Scenario: Command failure with JSON
+- **Given** an invalid change name
+- **When** running `openspec status --change invalid --json`
+- **Then** the exit code is non-zero
+- **And** the error message is printed to `stderr`
diff --git a/openspec/changes/archive/2026-02-22-clean-json-output/tasks.md b/openspec/changes/archive/2026-02-22-clean-json-output/tasks.md
new file mode 100644
index 000000000..7300901f7
--- /dev/null
+++ b/openspec/changes/archive/2026-02-22-clean-json-output/tasks.md
@@ -0,0 +1,20 @@
+# Tasks: Clean JSON Output
+
+## Phase 1: Global State & Telemetry
+
+- [x] 1.1 Update `src/telemetry/index.ts` to allow silencing the telemetry notice via a parameter or environment check.
+- [x] 1.2 Update the `preAction` hook in `src/cli/index.ts` to detect the `--json` flag on the action command and trigger telemetry silence.
+
+## Phase 2: Command UI Silence
+
+- [x] 2.1 Update `src/commands/workflow/status.ts` to only start the `ora` spinner if `options.json` is false.
+- [x] 2.2 Update `src/commands/workflow/instructions.ts` to only start the `ora` spinner in `instructionsCommand` and `applyInstructionsCommand` if `options.json` is false.
+- [x] 2.3 Update `src/commands/workflow/templates.ts` to only start the `ora` spinner if `options.json` is false.
+- [x] 2.4 Update `src/commands/workflow/new-change.ts` to only start the `ora` spinner if `options.json` is false (for metadata prep).
+
+## Phase 3: Verification
+
+- [x] 3.1 Verify `openspec status --json` produces clean JSON on Windows.
+- [x] 3.2 Verify `openspec instructions apply --json` produces clean JSON on Windows.
+- [x] 3.3 Verify first-run telemetry notice is suppressed when using `--json`.
+- [x] 3.4 (Optional) Verify cross-platform silence if environment allows.
diff --git a/openspec/specs/machine-readable-output/spec.md b/openspec/specs/machine-readable-output/spec.md
new file mode 100644
index 000000000..13c911c4a
--- /dev/null
+++ b/openspec/specs/machine-readable-output/spec.md
@@ -0,0 +1,34 @@
+# Capability: Machine Readable Output
+
+## Purpose
+
+Allow automated tools and AI agents to consume OpenSpec CLI output without stream corruption from UI elements.
+
+## Requirements
+
+### 1. Spinner Suppression
+The `ora` spinner must not be started if the `--json` flag is provided.
+
+#### Scenario: Status with JSON
+- **Given** an OpenSpec project with active changes
+- **When** running `openspec status --change my-change --json`
+- **Then** the `stdout` contains only the JSON object
+- **And** no spinner characters are present in the output stream
+
+### 2. Telemetry Notice Suppression
+The "Note: OpenSpec collects anonymous usage stats" message must not be printed if the `--json` flag is provided.
+
+#### Scenario: First run with JSON
+- **Given** a new environment where the telemetry notice hasn't been shown
+- **When** running `openspec list --json`
+- **Then** the telemetry notice is NOT printed to stdout
+- **And** only the JSON change list is printed
+
+### 3. Error Handling
+Errors should be printed to `stderr` and not pollute the `stdout` JSON stream.
+
+#### Scenario: Command failure with JSON
+- **Given** an invalid change name
+- **When** running `openspec status --change invalid --json`
+- **Then** the exit code is non-zero
+- **And** the error message is printed to `stderr`
diff --git a/src/cli/index.ts b/src/cli/index.ts
index 8947736f7..baaea8b0c 100644
--- a/src/cli/index.ts
+++ b/src/cli/index.ts
@@ -74,8 +74,12 @@ program.hook('preAction', async (thisCommand, actionCommand) => {
     process.env.NO_COLOR = '1';
   }
 
+  // Check if action command is requesting JSON output
+  const actionOpts = actionCommand.opts();
+  const isJson = actionOpts.json === true;
+
   // Show first-run telemetry notice (if not seen)
-  await maybeShowTelemetryNotice();
+  await maybeShowTelemetryNotice({ silent: isJson });
 
   // Track command execution (use actionCommand to get the actual subcommand)
   const commandPath = getCommandPath(actionCommand);
@@ -497,6 +501,7 @@ newCmd
   .description('Create a new change directory')
   .option('--description <text>', 'Description to add to README.md')
   .option('--schema <name>', `Workflow schema to use (default: ${DEFAULT_SCHEMA})`)
+  .option('--json', 'Output as JSON (success/failure details)')
   .action(async (name: string, options: NewChangeOptions) => {
     try {
       await newChangeCommand(name, options);
diff --git a/src/commands/workflow/instructions.ts b/src/commands/workflow/instructions.ts
index 0d501afec..3c60afedc 100644
--- a/src/commands/workflow/instructions.ts
+++ b/src/commands/workflow/instructions.ts
@@ -45,7 +45,10 @@ export async function instructionsCommand(
   artifactId: string | undefined,
   options: InstructionsOptions
 ): Promise<void> {
-  const spinner = ora('Generating instructions...').start();
+  const spinner = ora('Generating instructions...');
+  if (!options.json) {
+    spinner.start();
+  }
 
   try {
     const projectRoot = process.cwd();
@@ -400,7 +403,10 @@ export async function generateApplyInstructions(
 }
 
 export async function applyInstructionsCommand(options: ApplyInstructionsOptions): Promise<void> {
-  const spinner = ora('Generating apply instructions...').start();
+  const spinner = ora('Generating apply instructions...');
+  if (!options.json) {
+    spinner.start();
+  }
 
   try {
     const projectRoot = process.cwd();
diff --git a/src/commands/workflow/new-change.ts b/src/commands/workflow/new-change.ts
index 1435e1add..8eca4e912 100644
--- a/src/commands/workflow/new-change.ts
+++ b/src/commands/workflow/new-change.ts
@@ -16,6 +16,7 @@ import { validateSchemaExists } from './shared.js';
 export interface NewChangeOptions {
   description?: string;
   schema?: string;
+  json?: boolean;
 }
 
 // -----------------------------------------------------------------------------
@@ -40,7 +41,10 @@ export async function newChangeCommand(name: string | undefined, options: NewCha
   }
 
   const schemaDisplay = options.schema ? ` with schema '${options.schema}'` : '';
-  const spinner = ora(`Creating change '${name}'${schemaDisplay}...`).start();
+  const spinner = ora(`Creating change '${name}'${schemaDisplay}...`);
+  if (!options.json) {
+    spinner.start();
+  }
 
   try {
     const result = await createChange(projectRoot, name, { schema: options.schema });
@@ -53,9 +57,20 @@ export async function newChangeCommand(name: string | undefined, options: NewCha
       await fs.writeFile(readmePath, `# ${name}\n\n${options.description}\n`, 'utf-8');
     }
 
-    spinner.succeed(`Created change '${name}' at openspec/changes/${name}/ (schema: ${result.schema})`);
+    if (options.json) {
+      console.log(JSON.stringify({ 
+        success: true, 
+        name, 
+        schema: result.schema, 
+        path: `openspec/changes/${name}/` 
+      }, null, 2));
+    } else {
+      spinner.succeed(`Created change '${name}' at openspec/changes/${name}/ (schema: ${result.schema})`);
+    }
   } catch (error) {
-    spinner.fail(`Failed to create change '${name}'`);
+    if (!options.json) {
+      spinner.fail(`Failed to create change '${name}'`);
+    }
     throw error;
   }
 }
diff --git a/src/commands/workflow/status.ts b/src/commands/workflow/status.ts
index 59e46c253..35004258b 100644
--- a/src/commands/workflow/status.ts
+++ b/src/commands/workflow/status.ts
@@ -33,7 +33,10 @@ export interface StatusOptions {
 // -----------------------------------------------------------------------------
 
 export async function statusCommand(options: StatusOptions): Promise<void> {
-  const spinner = ora('Loading change status...').start();
+  const spinner = ora('Loading change status...');
+  if (!options.json) {
+    spinner.start();
+  }
 
   try {
     const projectRoot = process.cwd();
diff --git a/src/commands/workflow/templates.ts b/src/commands/workflow/templates.ts
index 0660e998e..5c20c7ed0 100644
--- a/src/commands/workflow/templates.ts
+++ b/src/commands/workflow/templates.ts
@@ -33,7 +33,10 @@ export interface TemplateInfo {
 // -----------------------------------------------------------------------------
 
 export async function templatesCommand(options: TemplatesOptions): Promise<void> {
-  const spinner = ora('Loading templates...').start();
+  const spinner = ora('Loading templates...');
+  if (!options.json) {
+    spinner.start();
+  }
 
   try {
     const projectRoot = process.cwd();
diff --git a/src/telemetry/index.ts b/src/telemetry/index.ts
index 753db89fe..d7ceb03b4 100644
--- a/src/telemetry/index.ts
+++ b/src/telemetry/index.ts
@@ -119,7 +119,7 @@ export async function trackCommand(commandName: string, version: string): Promis
 /**
  * Show first-run telemetry notice if not already seen.
  */
-export async function maybeShowTelemetryNotice(): Promise<void> {
+export async function maybeShowTelemetryNotice(options: { silent?: boolean } = {}): Promise<void> {
   if (!isTelemetryEnabled()) {
     return;
   }
@@ -130,10 +130,12 @@ export async function maybeShowTelemetryNotice(): Promise<void> {
       return;
     }
 
-    // Display notice
-    console.log(
-      'Note: OpenSpec collects anonymous usage stats. Opt out: OPENSPEC_TELEMETRY=0'
-    );
+    if (!options.silent) {
+      // Display notice
+      console.log(
+        'Note: OpenSpec collects anonymous usage stats. Opt out: OPENSPEC_TELEMETRY=0'
+      );
+    }
 
     // Mark as seen
     await updateTelemetryConfig({ noticeSeen: true });