add agent schemas

2026-04-15 07:04:48 +00:00 · 2026-01-24 22:37:22 -08:00 · 2026-01-24 22:37:22 -08:00 · c4153c5335
commit c4153c5335
20 changed files with 2735 additions and 0 deletions
--- a/.gitignore
+++ b/.gitignore
@ -0,0 +1,40 @@
+# Dependencies
+node_modules/
+
+# Build outputs
+dist/
+build/
+target/
+
+# Package manager
+pnpm-lock.yaml
+package-lock.json
+yarn.lock
+
+# Cache
+.cache/
+*.tsbuildinfo
+
+# Environment
+.env
+.env.local
+.env.*
+
+# IDE
+.idea/
+.vscode/
+*.swp
+*.swo
+*~
+
+# OS
+.DS_Store
+Thumbs.db
+
+# Logs
+*.log
+npm-debug.log*
+
+# Rust
+Cargo.lock
+**/*.rs.bk
--- a/engine/packages/agent-schema/Cargo.toml
+++ b/engine/packages/agent-schema/Cargo.toml
@ -0,0 +1,16 @@
+[package]
+name = "agent-schema"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
+serde = { version = "1.0", features = ["derive"] }
+serde_json = "1.0"
+regress = "0.10"
+
+[build-dependencies]
+typify = "0.4"
+serde_json = "1.0"
+schemars = "0.8"
+prettyplease = "0.2"
+syn = "2.0"
--- a/engine/packages/agent-schema/build.rs
+++ b/engine/packages/agent-schema/build.rs
@ -0,0 +1,54 @@
+use std::fs;
+use std::path::Path;
+
+fn main() {
+    let out_dir = std::env::var("OUT_DIR").unwrap();
+    let schema_dir = Path::new("../../dist");
+
+    let schemas = [
+        ("opencode", "opencode.json"),
+        ("claude", "claude.json"),
+        ("codex", "codex.json"),
+        ("amp", "amp.json"),
+    ];
+
+    for (name, file) in schemas {
+        let schema_path = schema_dir.join(file);
+
+        // Tell cargo to rerun if schema changes
+        println!("cargo:rerun-if-changed={}", schema_path.display());
+
+        if !schema_path.exists() {
+            eprintln!("Warning: Schema file not found: {}", schema_path.display());
+            // Write empty module
+            let out_path = Path::new(&out_dir).join(format!("{}.rs", name));
+            fs::write(&out_path, "// Schema not found\n").unwrap();
+            continue;
+        }
+
+        let schema_content = fs::read_to_string(&schema_path)
+            .unwrap_or_else(|e| panic!("Failed to read {}: {}", schema_path.display(), e));
+
+        let schema: schemars::schema::RootSchema = serde_json::from_str(&schema_content)
+            .unwrap_or_else(|e| panic!("Failed to parse {}: {}", schema_path.display(), e));
+
+        let mut type_space = typify::TypeSpace::default();
+
+        type_space
+            .add_root_schema(schema)
+            .unwrap_or_else(|e| panic!("Failed to process {}: {}", schema_path.display(), e));
+
+        let contents = type_space.to_stream();
+
+        // Format the generated code
+        let formatted = prettyplease::unparse(&syn::parse2(contents.clone()).unwrap_or_else(|e| {
+            panic!("Failed to parse generated code for {}: {}", name, e)
+        }));
+
+        let out_path = Path::new(&out_dir).join(format!("{}.rs", name));
+        fs::write(&out_path, formatted)
+            .unwrap_or_else(|e| panic!("Failed to write {}: {}", out_path.display(), e));
+
+        println!("cargo:warning=Generated {} types from {}", name, file);
+    }
+}
--- a/engine/packages/agent-schema/src/lib.rs
+++ b/engine/packages/agent-schema/src/lib.rs
@ -0,0 +1,76 @@
+//! Generated types from AI coding agent JSON schemas.
+//!
+//! This crate provides Rust types for:
+//! - OpenCode SDK
+//! - Claude Code SDK
+//! - Codex SDK
+//! - AMP Code SDK
+
+pub mod opencode {
+    //! OpenCode SDK types extracted from OpenAPI 3.1.1 spec.
+    include!(concat!(env!("OUT_DIR"), "/opencode.rs"));
+}
+
+pub mod claude {
+    //! Claude Code SDK types extracted from TypeScript definitions.
+    include!(concat!(env!("OUT_DIR"), "/claude.rs"));
+}
+
+pub mod codex {
+    //! Codex SDK types.
+    include!(concat!(env!("OUT_DIR"), "/codex.rs"));
+}
+
+pub mod amp {
+    //! AMP Code SDK types.
+    include!(concat!(env!("OUT_DIR"), "/amp.rs"));
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn test_claude_bash_input() {
+        let input = claude::BashInput {
+            command: "ls -la".to_string(),
+            timeout: Some(5000.0),
+            description: Some("List files".to_string()),
+            run_in_background: None,
+            simulated_sed_edit: None,
+            dangerously_disable_sandbox: None,
+        };
+
+        let json = serde_json::to_string(&input).unwrap();
+        assert!(json.contains("ls -la"));
+
+        let parsed: claude::BashInput = serde_json::from_str(&json).unwrap();
+        assert_eq!(parsed.command, "ls -la");
+    }
+
+    #[test]
+    fn test_codex_thread_event() {
+        let event = codex::ThreadEvent {
+            type_: codex::ThreadEventType::ThreadCreated,
+            thread_id: Some("thread-123".to_string()),
+            item: None,
+            error: serde_json::Map::new(),
+        };
+
+        let json = serde_json::to_string(&event).unwrap();
+        assert!(json.contains("thread.created"));
+    }
+
+    #[test]
+    fn test_amp_message() {
+        let msg = amp::Message {
+            role: amp::MessageRole::User,
+            content: "Hello".to_string(),
+            tool_calls: vec![],
+        };
+
+        let json = serde_json::to_string(&msg).unwrap();
+        assert!(json.contains("user"));
+        assert!(json.contains("Hello"));
+    }
+}
--- a/research/agent-json-schemas.md
+++ b/research/agent-json-schemas.md
@ -0,0 +1,305 @@
+# Type definitions for coding agent CLIs in SDK mode
+
+Four major coding agent CLIs now offer programmatic access through TypeScript SDKs with well-defined type systems. **OpenCode provides the most complete formal specification** with a published OpenAPI 3.1.1 schema, while Claude Code and Codex offer comprehensive TypeScript types through npm packages. All four tools use similar patterns: streaming events via JSON lines, discriminated union types for messages, and structured configuration schemas.
+
+## Codex CLI has TypeScript SDK but no formal schema
+
+OpenAI's Codex CLI provides programmatic control through the **`@openai/codex-sdk`** package, which wraps the bundled binary and exchanges JSONL events over stdin/stdout. Types are well-defined in source code but not published as JSON Schema or OpenAPI specifications.
+
+**Core SDK types from `@openai/codex-sdk`:**
+
+```typescript
+interface CodexOptions {
+  codexPathOverride?: string;
+  baseURL?: string;
+  apiKey?: string;
+  env?: Record<string, string>;
+}
+
+interface ThreadOptions {
+  model?: string;
+  sandboxMode?: "read-only" | "workspace-write" | "danger-full-access";
+  workingDirectory?: string;
+  skipGitRepoCheck?: boolean;
+}
+
+interface TurnOptions {
+  outputSchema?: Record<string, unknown>;  // JSON Schema for structured output
+}
+
+type Input = string | UserInput[];
+interface UserInput {
+  type: "text" | "local_image";
+  text?: string;
+  path?: string;
+}
+```
+
+**Event types for streaming (`runStreamed()`):**
+
+```typescript
+type EventType = "thread.started" | "turn.started" | "turn.completed" | 
+                 "turn.failed" | "item.started" | "item.updated" | 
+                 "item.completed" | "error";
+
+interface ThreadEvent {
+  type: EventType;
+  thread_id?: string;
+  usage?: { input_tokens: number; cached_input_tokens: number; output_tokens: number };
+  error?: { message: string };
+  item?: ThreadItem;
+}
+
+type ItemType = "agent_message" | "reasoning" | "command_execution" | 
+                "file_change" | "mcp_tool_call" | "web_search" | 
+                "todo_list" | "error" | "unknown";
+```
+
+**Key source files:** `sdk/typescript/src/` contains `items.ts`, `events.ts`, `options.ts`, `input.ts`, and `thread.ts`. Documentation at https://developers.openai.com/codex/sdk/ and https://developers.openai.com/codex/noninteractive/.
+
+---
+
+## Claude Code SDK offers the most comprehensive TypeScript types
+
+Now rebranded as the **Claude Agent SDK**, the official package `@anthropic-ai/claude-agent-sdk` provides production-ready types with full coverage of tools, hooks, permissions, and streaming events.
+
+**Core query function and options:**
+
+```typescript
+import { query } from "@anthropic-ai/claude-agent-sdk";
+
+interface Options {
+  cwd?: string;
+  model?: string;
+  systemPrompt?: string | { type: 'preset'; preset: 'claude_code'; append?: string };
+  tools?: string[] | { type: 'preset'; preset: 'claude_code' };
+  allowedTools?: string[];
+  disallowedTools?: string[];
+  permissionMode?: 'default' | 'acceptEdits' | 'bypassPermissions' | 'plan';
+  maxTurns?: number;
+  maxBudgetUsd?: number;
+  outputFormat?: { type: 'json_schema', schema: JSONSchema };
+  mcpServers?: Record<string, McpServerConfig>;
+  hooks?: Partial<Record<HookEvent, HookCallbackMatcher[]>>;
+  sandbox?: SandboxSettings;
+  // ... 30+ additional options
+}
+```
+
+**Message types (SDK output):**
+
+```typescript
+type SDKMessage = SDKAssistantMessage | SDKUserMessage | SDKResultMessage | 
+                  SDKSystemMessage | SDKPartialAssistantMessage | SDKCompactBoundaryMessage;
+
+type SDKResultMessage = {
+  type: 'result';
+  subtype: 'success' | 'error_max_turns' | 'error_during_execution' | 
+           'error_max_budget_usd' | 'error_max_structured_output_retries';
+  uuid: UUID;
+  session_id: string;
+  duration_ms: number;
+  duration_api_ms: number;
+  is_error: boolean;
+  num_turns: number;
+  result?: string;
+  total_cost_usd: number;
+  usage: { input_tokens: number; output_tokens: number; /* ... */ };
+  modelUsage: { [modelName: string]: ModelUsage };
+  structured_output?: unknown;
+  errors?: string[];
+};
+```
+
+**Built-in tool input types:**
+
+```typescript
+type ToolInput = AgentInput | BashInput | FileEditInput | FileReadInput | 
+                 FileWriteInput | GlobInput | GrepInput | WebFetchInput | 
+                 WebSearchInput | /* ... 10+ more */;
+
+interface BashInput {
+  command: string;
+  timeout?: number;  // Max 600000ms
+  description?: string;
+  run_in_background?: boolean;
+}
+
+interface FileEditInput {
+  file_path: string;  // Absolute path
+  old_string: string;
+  new_string: string;
+  replace_all?: boolean;
+}
+```
+
+**Source:** https://github.com/anthropics/claude-agent-sdk-typescript and https://platform.claude.com/docs/en/agent-sdk/typescript
+
+---
+
+## OpenCode provides a full OpenAPI specification
+
+The sst/opencode project is the **only CLI with a published OpenAPI 3.1.1 specification**, enabling automatic client generation. Types are auto-generated from the spec using `@hey-api/openapi-ts`.
+
+**Key resources:**
+- **OpenAPI spec:** `packages/sdk/openapi.json` at https://github.com/sst/opencode/blob/dev/packages/sdk/openapi.json
+- **Generated types:** `packages/sdk/js/src/gen/types.gen.ts`
+- **npm packages:** `@opencode-ai/sdk` and `@opencode-ai/plugin`
+
+**Core types from the SDK:**
+
+```typescript
+interface Session {
+  id: string;  // Pattern: ^ses.*
+  version: string;
+  projectID: string;
+  directory: string;
+  parentID?: string;
+  title: string;
+  summary?: { additions: number; deletions: number; files: number; diffs?: FileDiff[] };
+  time: { created: number; updated: number; compacting?: number; archived?: number };
+}
+
+type Message = UserMessage | AssistantMessage;
+
+interface AssistantMessage {
+  id: string;
+  role: "assistant";
+  sessionID: string;
+  error?: NamedError;
+  tokens: { input: number; output: number; cache: { read: number; write: number } };
+  cost: { input: number; output: number };
+  modelID: string;
+  providerID: string;
+}
+
+type Part = TextPart | ReasoningPart | ToolPart | FilePart | AgentPart | 
+            StepStartPart | StepFinishPart | SnapshotPart | PatchPart | RetryPart;
+```
+
+**SSE event types:**
+
+```typescript
+type Event = 
+  | { type: "session.created"; properties: { session: Session } }
+  | { type: "session.updated"; properties: { session: Session } }
+  | { type: "message.updated"; properties: { message: Message } }
+  | { type: "message.part.updated"; properties: { part: Part } }
+  | { type: "permission.asked"; properties: { permission: Permission } }
+  | { type: "pty.created"; properties: { pty: Pty } }
+  // 30+ total event types
+```
+
+**Plugin system types (`@opencode-ai/plugin`):**
+
+```typescript
+type Plugin = (ctx: PluginInput) => Promise<Hooks>;
+
+interface Hooks {
+  event?: (input: { event: Event }) => Promise<void>;
+  tool?: { [key: string]: ToolDefinition };
+  "tool.execute.before"?: (input, output) => Promise<void>;
+  "tool.execute.after"?: (input, output) => Promise<void>;
+  stop?: (input: { sessionID: string }) => Promise<{ continue?: boolean }>;
+}
+```
+
+---
+
+## Amp CLI documents stream JSON schema in manual
+
+Sourcegraph's Amp provides `@sourcegraph/amp-sdk` with documented TypeScript types, though the package source is closed. The **stream JSON schema is fully documented** at https://ampcode.com/manual/appendix.
+
+**Complete StreamJSONMessage type:**
+
+```typescript
+type StreamJSONMessage =
+  | {
+      type: "assistant";
+      message: {
+        type: "message";
+        role: "assistant";
+        content: Array<
+          | { type: "text"; text: string }
+          | { type: "tool_use"; id: string; name: string; input: Record<string, unknown> }
+          | { type: "thinking"; thinking: string }
+          | { type: "redacted_thinking"; data: string }
+        >;
+        stop_reason: "end_turn" | "tool_use" | "max_tokens" | null;
+        usage?: { input_tokens: number; output_tokens: number; /* ... */ };
+      };
+      parent_tool_use_id: string | null;
+      session_id: string;
+    }
+  | {
+      type: "user";
+      message: {
+        role: "user";
+        content: Array<{ type: "tool_result"; tool_use_id: string; content: string; is_error: boolean }>;
+      };
+      parent_tool_use_id: string | null;
+      session_id: string;
+    }
+  | {
+      type: "result";
+      subtype: "success";
+      duration_ms: number;
+      is_error: false;
+      num_turns: number;
+      result: string;
+      session_id: string;
+    }
+  | {
+      type: "system";
+      subtype: "init";
+      cwd: string;
+      session_id: string;
+      tools: string[];
+      mcp_servers: { name: string; status: "connected" | "connecting" | "connection-failed" | "disabled" }[];
+    };
+```
+
+**SDK execute function:**
+
+```typescript
+import { execute, type AmpOptions, type MCPConfig } from '@sourcegraph/amp-sdk';
+
+interface AmpOptions {
+  cwd?: string;
+  dangerouslyAllowAll?: boolean;
+  toolbox?: string;
+  mcpConfig?: MCPConfig;
+  permissions?: PermissionRule[];
+  continue?: boolean | string;
+}
+
+interface PermissionRule {
+  tool: string;  // Glob pattern like "Bash", "mcp__playwright__*"
+  matches?: { [argumentName: string]: string | string[] | boolean };
+  action: "allow" | "reject" | "ask" | "delegate";
+  context?: "thread" | "subagent";
+}
+```
+
+Documentation at https://ampcode.com/manual/sdk and npm package at https://www.npmjs.com/package/@sourcegraph/amp-sdk.
+
+---
+
+## Comparing schema availability across all four CLIs
+
+| CLI | TypeScript Types | OpenAPI/JSON Schema | Source Available |
+|-----|------------------|---------------------|------------------|
+| **Codex** | ✅ Full SDK types | ❌ None published | ✅ GitHub |
+| **Claude Code** | ✅ Comprehensive | ❌ None published | ✅ GitHub |
+| **OpenCode** | ✅ Auto-generated | ✅ **OpenAPI 3.1.1** | ✅ GitHub |
+| **Amp** | ✅ Documented types | ❌ None published | ❌ Closed |
+
+**Common patterns across all SDKs:**
+
+All four tools share remarkably similar architectural patterns. They use discriminated union types for messages (user, assistant, system, result), JSONL streaming for real-time output, session/thread-based conversation management, MCP server integration with identical config shapes, and permission systems with allow/deny/ask actions.
+
+**For maximum type safety**, OpenCode is the only option with a formal OpenAPI specification that enables automatic client generation in any language. Claude Code provides the most comprehensive TypeScript-native types with **35+ option fields** and full hook/plugin typing. Codex types are well-structured but require importing from source. Amp types are documented but not directly inspectable in source code.
+
+## Conclusion
+
+Developers building integrations should prioritize **OpenCode for formal schema needs** (OpenAPI enables code generation) and **Claude Code for TypeScript-first development** (most complete type exports). All four SDKs are actively maintained and converging on similar patterns, suggesting a de facto standard for coding agent interfaces is emerging around discriminated message unions, streaming events, and permission-based tool control.
--- a/research/claude.md
+++ b/research/claude.md
@ -0,0 +1,171 @@
+# Claude Code Research
+
+Research notes on Claude Code's configuration, credential discovery, and runtime behavior based on agent-jj implementation.
+
+## Overview
+
+- **Provider**: Anthropic
+- **Execution Method**: CLI subprocess (`claude` command)
+- **Session Persistence**: Session ID (string)
+- **SDK**: None (spawns CLI directly)
+
+## Credential Discovery
+
+### Priority Order
+
+1. User-configured credentials (passed as `ANTHROPIC_API_KEY` env var)
+2. Environment variables: `ANTHROPIC_API_KEY` or `CLAUDE_API_KEY`
+3. Bootstrap extraction from config files
+4. OAuth fallback (Claude CLI handles internally)
+
+### Config File Locations
+
+| Path | Description |
+|------|-------------|
+| `~/.claude.json.api` | API key config (highest priority) |
+| `~/.claude.json` | General config |
+| `~/.claude.json.nathan` | User-specific backup (custom) |
+| `~/.claude/.credentials.json` | OAuth credentials |
+| `~/.claude-oauth-credentials.json` | Docker mount alternative for OAuth |
+
+### API Key Field Names (checked in order)
+
+```json
+{
+  "primaryApiKey": "sk-ant-...",
+  "apiKey": "sk-ant-...",
+  "anthropicApiKey": "sk-ant-...",
+  "customApiKey": "sk-ant-..."
+}
+```
+
+Keys must start with `sk-ant-` prefix to be valid.
+
+### OAuth Structure
+
+```json
+// ~/.claude/.credentials.json
+{
+  "claudeAiOauth": {
+    "accessToken": "...",
+    "expiresAt": "2024-01-01T00:00:00Z"
+  }
+}
+```
+
+OAuth tokens are validated for expiry before use.
+
+## CLI Invocation
+
+### Command Structure
+
+```bash
+claude \
+  --print \
+  --output-format stream-json \
+  --verbose \
+  --dangerously-skip-permissions \
+  [--resume SESSION_ID] \
+  [--model MODEL_ID] \
+  [--permission-mode plan] \
+  "PROMPT"
+```
+
+### Arguments
+
+| Flag | Description |
+|------|-------------|
+| `--print` | Output mode |
+| `--output-format stream-json` | Newline-delimited JSON streaming |
+| `--verbose` | Verbose output |
+| `--dangerously-skip-permissions` | Skip permission prompts |
+| `--resume SESSION_ID` | Resume existing session |
+| `--model MODEL_ID` | Specify model (e.g., `claude-sonnet-4-20250514`) |
+| `--permission-mode plan` | Plan mode (read-only exploration) |
+
+### Environment Variables
+
+Only `ANTHROPIC_API_KEY` is passed if an API key is found. If no key is found, Claude CLI uses its built-in OAuth flow from `~/.claude/.credentials.json`.
+
+## Streaming Response Format
+
+Claude CLI outputs newline-delimited JSON events:
+
+```json
+{"type": "assistant", "message": {"content": [{"type": "text", "text": "..."}]}}
+{"type": "tool_use", "tool_use": {"name": "Read", "input": {...}}}
+{"type": "result", "result": "Final response text", "session_id": "abc123"}
+```
+
+### Event Types
+
+| Type | Description |
+|------|-------------|
+| `assistant` | Assistant message with content blocks |
+| `tool_use` | Tool invocation |
+| `tool_result` | Tool result (may include `is_error`) |
+| `result` | Final result with session ID |
+
+### Content Block Types
+
+```typescript
+{
+  type: "text" | "tool_use";
+  text?: string;
+  name?: string;      // tool name
+  input?: object;     // tool input
+}
+```
+
+## Response Schema
+
+```typescript
+// ClaudeCliResponseSchema
+{
+  result?: string;           // Final response text
+  session_id?: string;       // Session ID for resumption
+  structured_output?: unknown; // Optional structured output
+  error?: unknown;           // Error information
+}
+```
+
+## Session Management
+
+- Session ID is captured from streaming events (`event.session_id`)
+- Use `--resume SESSION_ID` to continue a session
+- Sessions are stored internally by Claude CLI
+
+## Timeout
+
+- Default timeout: 5 minutes (300,000 ms)
+- Process is killed with `SIGTERM` on timeout
+
+## Agent Modes
+
+| Mode | Behavior |
+|------|----------|
+| `build` | Default execution mode |
+| `plan` | Adds `--permission-mode plan` flag |
+| `chat` | Available but no special handling |
+
+## Error Handling
+
+- Non-zero exit codes result in errors
+- stderr is captured and included in error messages
+- Spawn errors are caught separately
+
+## Conversion to Universal Format
+
+Claude output is converted via `convertClaudeOutput()`:
+
+1. If response is a string, wrap as assistant message
+2. If response is object with `result` field, extract content
+3. Parse with `ClaudeCliResponseSchema` as fallback
+4. Extract `structured_output` as metadata if present
+
+## Notes
+
+- Claude CLI manages its own OAuth refresh internally
+- No SDK dependency - direct CLI subprocess
+- stdin is closed immediately after spawn
+- Working directory is set via `cwd` option on spawn
--- a/research/codex.md
+++ b/research/codex.md
@ -0,0 +1,253 @@
+# Codex Research
+
+Research notes on OpenAI Codex's configuration, credential discovery, and runtime behavior based on agent-jj implementation.
+
+## Overview
+
+- **Provider**: OpenAI
+- **Execution Method**: SDK (`@openai/codex-sdk`) or CLI binary
+- **Session Persistence**: Thread ID (string)
+- **Import**: Dynamic import to avoid bundling issues
+- **Binary Location**: `~/.nvm/versions/node/v24.3.0/bin/codex` (npm global install)
+
+## SDK Architecture
+
+**The SDK wraps a bundled binary** - it does NOT make direct API calls.
+
+- The TypeScript SDK includes a pre-compiled Codex binary
+- When you use the SDK, it spawns this binary as a child process
+- Communication happens via stdin/stdout using JSONL (JSON Lines) format
+- The binary itself handles the actual communication with OpenAI's backend services
+
+Sources: [Codex SDK docs](https://developers.openai.com/codex/sdk/), [GitHub](https://github.com/openai/codex)
+
+## CLI Usage (Alternative to SDK)
+
+You can use the `codex` binary directly instead of the SDK:
+
+### Interactive Mode
+```bash
+codex "your prompt here"
+codex --model o3 "your prompt"
+```
+
+### Non-Interactive Mode (`codex exec`)
+```bash
+codex exec "your prompt here"
+codex exec --json "your prompt"  # JSONL output
+codex exec -m o3 "your prompt"
+codex exec --dangerously-bypass-approvals-and-sandbox "prompt"
+codex exec resume --last  # Resume previous session
+```
+
+### Key CLI Flags
+| Flag | Description |
+|------|-------------|
+| `--json` | Print events to stdout as JSONL |
+| `-m, --model MODEL` | Model to use |
+| `-s, --sandbox MODE` | `read-only`, `workspace-write`, `danger-full-access` |
+| `--full-auto` | Auto-approve with workspace-write sandbox |
+| `--dangerously-bypass-approvals-and-sandbox` | Skip all prompts (dangerous) |
+| `-C, --cd DIR` | Working directory |
+| `-o, --output-last-message FILE` | Write final response to file |
+| `--output-schema FILE` | JSON Schema for structured output |
+
+### Session Management
+```bash
+codex resume          # Pick from previous sessions
+codex resume --last   # Resume most recent
+codex fork --last     # Fork most recent session
+```
+
+## Credential Discovery
+
+### Priority Order
+
+1. User-configured credentials (from `credentials` array)
+2. Environment variable: `CODEX_API_KEY`
+3. Environment variable: `OPENAI_API_KEY`
+4. Bootstrap extraction from config files
+
+### Config File Location
+
+| Path | Description |
+|------|-------------|
+| `~/.codex/auth.json` | Primary auth config |
+
+### Auth File Structure
+
+```json
+// API Key authentication
+{
+  "OPENAI_API_KEY": "sk-..."
+}
+
+// OAuth authentication
+{
+  "tokens": {
+    "access_token": "..."
+  }
+}
+```
+
+## SDK Usage
+
+### Client Initialization
+
+```typescript
+import { Codex } from "@openai/codex-sdk";
+
+// With API key
+const codex = new Codex({ apiKey: "sk-..." });
+
+// Without API key (uses default auth)
+const codex = new Codex();
+```
+
+Dynamic import is used to avoid bundling the SDK:
+```typescript
+const { Codex } = await import("@openai/codex-sdk");
+```
+
+### Thread Management
+
+```typescript
+// Start new thread
+const thread = codex.startThread();
+
+// Resume existing thread
+const thread = codex.resumeThread(threadId);
+```
+
+### Running Prompts
+
+```typescript
+const { events } = await thread.runStreamed(prompt);
+
+for await (const event of events) {
+  // Process events
+}
+```
+
+## Event Types
+
+| Event Type | Description |
+|------------|-------------|
+| `thread.started` | Thread initialized, contains `thread_id` |
+| `item.completed` | Item finished, check for `agent_message` type |
+| `turn.failed` | Turn failed with error message |
+
+### Event Structure
+
+```typescript
+// thread.started
+{
+  type: "thread.started",
+  thread_id: "thread_abc123"
+}
+
+// item.completed (agent message)
+{
+  type: "item.completed",
+  item: {
+    type: "agent_message",
+    text: "Response text"
+  }
+}
+
+// turn.failed
+{
+  type: "turn.failed",
+  error: {
+    message: "Error description"
+  }
+}
+```
+
+## Response Schema
+
+```typescript
+// CodexRunResultSchema
+type CodexRunResult = string | {
+  result?: string;
+  output?: string;
+  message?: string;
+  // ...additional fields via passthrough
+};
+```
+
+Content is extracted in priority order: `result` > `output` > `message`
+
+## Thread ID Retrieval
+
+Thread ID can be obtained from multiple sources:
+
+1. `thread.started` event's `thread_id` property
+2. Thread object's `id` getter (after first turn)
+3. Thread object's `threadId` or `_id` properties (fallbacks)
+
+```typescript
+function getThreadId(thread: unknown): string | null {
+  const value = thread as { id?: string; threadId?: string; _id?: string };
+  return value.id ?? value.threadId ?? value._id ?? null;
+}
+```
+
+## Agent Modes
+
+Modes are implemented via prompt prefixing:
+
+| Mode | Prompt Prefix |
+|------|---------------|
+| `build` | No prefix (default) |
+| `plan` | `"Make a plan before acting.\n\n"` |
+| `chat` | `"Answer conversationally.\n\n"` |
+
+```typescript
+function withModePrefix(prompt: string, mode: AgentMode): string {
+  if (mode === "plan") {
+    return `Make a plan before acting.\n\n${prompt}`;
+  }
+  if (mode === "chat") {
+    return `Answer conversationally.\n\n${prompt}`;
+  }
+  return prompt;
+}
+```
+
+## Error Handling
+
+- `turn.failed` events are captured but don't throw
+- Thread ID is still returned on error for potential resumption
+- Events iterator may throw after errors - caught and logged
+
+```typescript
+interface CodexPromptResult {
+  result: unknown;
+  threadId?: string | null;
+  error?: string;  // Set if turn failed
+}
+```
+
+## Conversion to Universal Format
+
+Codex output is converted via `convertCodexOutput()`:
+
+1. Parse with `CodexRunResultSchema`
+2. If result is string, use directly
+3. Otherwise extract from `result`, `output`, or `message` fields
+4. Wrap as assistant message entry
+
+## Session Continuity
+
+- Thread ID persists across prompts
+- Use `resumeThread(threadId)` to continue conversation
+- Thread ID is captured from `thread.started` event or thread object
+
+## Notes
+
+- SDK is dynamically imported to reduce bundle size
+- No explicit timeout (relies on SDK defaults)
+- Thread ID may not be available until first event
+- Error messages are preserved for debugging
+- Working directory is not explicitly set (SDK handles internally)
--- a/research/opencode.md
+++ b/research/opencode.md
@ -0,0 +1,475 @@
+# OpenCode Research
+
+Research notes on OpenCode's configuration, credential discovery, and runtime behavior based on agent-jj implementation.
+
+## Overview
+
+- **Provider**: Multi-provider (OpenAI, Anthropic, others)
+- **Execution Method**: Embedded server via SDK, or CLI binary
+- **Session Persistence**: Session ID (string)
+- **SDK**: `@opencode-ai/sdk` (server + client)
+- **Binary Location**: `~/.opencode/bin/opencode`
+- **Written in**: Go (with Bubble Tea TUI)
+
+## CLI Usage (Alternative to SDK)
+
+OpenCode can be used as a standalone binary instead of embedding the SDK:
+
+### Interactive TUI Mode
+```bash
+opencode                      # Start TUI in current directory
+opencode /path/to/project     # Start in specific directory
+opencode -c                   # Continue last session
+opencode -s SESSION_ID        # Continue specific session
+```
+
+### Non-Interactive Mode (`opencode run`)
+```bash
+opencode run "your prompt here"
+opencode run --format json "prompt"   # Raw JSON events output
+opencode run -m anthropic/claude-sonnet-4-20250514 "prompt"
+opencode run --agent plan "analyze this code"
+opencode run -c "follow up question"  # Continue last session
+opencode run -s SESSION_ID "prompt"   # Continue specific session
+opencode run -f file1.ts -f file2.ts "review these files"
+```
+
+### Key CLI Flags
+| Flag | Description |
+|------|-------------|
+| `--format json` | Output raw JSON events (for parsing) |
+| `-m, --model PROVIDER/MODEL` | Model in format `provider/model` |
+| `--agent AGENT` | Agent to use (`build`, `plan`) |
+| `-c, --continue` | Continue last session |
+| `-s, --session ID` | Continue specific session |
+| `-f, --file FILE` | Attach file(s) to message |
+| `--attach URL` | Attach to running server |
+| `--port PORT` | Local server port |
+| `--variant VARIANT` | Reasoning effort (e.g., `high`, `max`) |
+
+### Headless Server Mode
+```bash
+opencode serve                        # Start headless server
+opencode serve --port 4096            # Specific port
+opencode attach http://localhost:4096 # Attach to running server
+```
+
+### Other Commands
+```bash
+opencode models                 # List available models
+opencode models anthropic       # List models for provider
+opencode auth                   # Manage credentials
+opencode session                # Manage sessions
+opencode export SESSION_ID      # Export session as JSON
+opencode stats                  # Token usage statistics
+```
+
+Sources: [OpenCode GitHub](https://github.com/opencode-ai/opencode), [OpenCode Docs](https://opencode.ai/docs/cli/)
+
+## Architecture
+
+OpenCode runs as an embedded HTTP server per workspace/change:
+
+```
+┌─────────────────────┐
+│   agent-jj backend  │
+│                     │
+│  ┌───────────────┐  │
+│  │ OpenCode      │  │
+│  │ Server        │◄─┼── HTTP API
+│  │ (per change)  │  │
+│  └───────────────┘  │
+└─────────────────────┘
+```
+
+- One server per `changeId` (workspace+repo+change combination)
+- Multiple sessions can share a server
+- Server runs on dynamic port (4200-4300 range)
+
+## Credential Discovery
+
+### Priority Order
+
+1. Environment variables: `ANTHROPIC_API_KEY`, `CLAUDE_API_KEY`
+2. Environment variables: `OPENAI_API_KEY`, `CODEX_API_KEY`
+3. Claude Code config files
+4. Codex config files
+5. OpenCode config files
+
+### Config File Location
+
+| Path | Description |
+|------|-------------|
+| `~/.local/share/opencode/auth.json` | Primary auth config |
+
+### Auth File Structure
+
+```json
+{
+  "anthropic": {
+    "type": "api",
+    "key": "sk-ant-..."
+  },
+  "openai": {
+    "type": "api",
+    "key": "sk-..."
+  },
+  "custom-provider": {
+    "type": "oauth",
+    "access": "token...",
+    "refresh": "refresh-token...",
+    "expires": 1704067200000
+  }
+}
+```
+
+### Provider Config Types
+
+```typescript
+interface OpenCodeProviderConfig {
+  type: "api" | "oauth";
+  key?: string;      // For API type
+  access?: string;   // For OAuth type
+  refresh?: string;  // For OAuth type
+  expires?: number;  // Unix timestamp (ms)
+}
+```
+
+OAuth tokens are validated for expiry before use.
+
+## Server Management
+
+### Starting a Server
+
+```typescript
+import { createOpencodeServer } from "@opencode-ai/sdk/server";
+import { createOpencodeClient } from "@opencode-ai/sdk";
+
+const server = await createOpencodeServer({
+  hostname: "127.0.0.1",
+  port: 4200,
+  config: { logLevel: "DEBUG" }
+});
+
+const client = createOpencodeClient({
+  baseUrl: `http://127.0.0.1:${port}`
+});
+```
+
+### Server Configuration
+
+```typescript
+// From config.json
+{
+  "opencode": {
+    "host": "127.0.0.1",        // Bind address
+    "advertisedHost": "127.0.0.1" // External address (for tunnels)
+  }
+}
+```
+
+### Port Selection
+
+Uses `get-port` package to find available port in range 4200-4300.
+
+## Client API
+
+### Session Management
+
+```typescript
+// Create session
+const response = await client.session.create({});
+const sessionId = response.data.id;
+
+// Get session info
+const session = await client.session.get({ path: { id: sessionId } });
+
+// Get session messages
+const messages = await client.session.messages({ path: { id: sessionId } });
+
+// Get session todos
+const todos = await client.session.todo({ path: { id: sessionId } });
+```
+
+### Sending Prompts
+
+#### Synchronous
+
+```typescript
+const response = await client.session.prompt({
+  path: { id: sessionId },
+  body: {
+    model: { providerID: "openai", modelID: "gpt-4o" },
+    agent: "build",
+    parts: [{ type: "text", text: "prompt text" }]
+  }
+});
+```
+
+#### Asynchronous (Streaming)
+
+```typescript
+// Start prompt asynchronously
+await client.session.promptAsync({
+  path: { id: sessionId },
+  body: {
+    model: { providerID: "openai", modelID: "gpt-4o" },
+    agent: "build",
+    parts: [{ type: "text", text: "prompt text" }]
+  }
+});
+
+// Subscribe to events
+const eventStream = await client.event.subscribe({});
+
+for await (const event of eventStream.stream) {
+  // Process events
+}
+```
+
+## Event Types
+
+| Event Type | Description |
+|------------|-------------|
+| `message.part.updated` | Message part streamed/updated |
+| `session.status` | Session status changed |
+| `session.idle` | Session finished processing |
+| `session.error` | Session error occurred |
+| `question.asked` | AI asking user question |
+| `permission.asked` | AI requesting permission |
+
+### Event Structure
+
+```typescript
+interface SDKEvent {
+  type: string;
+  properties: {
+    part?: SDKPart & { sessionID?: string };
+    delta?: string;          // Text delta for streaming
+    status?: { type?: string };
+    sessionID?: string;
+    error?: { data?: { message?: string } };
+    id?: string;
+    questions?: QuestionInfo[];
+    permission?: string;
+    patterns?: string[];
+    metadata?: Record<string, unknown>;
+    always?: string[];
+    tool?: { messageID?: string; callID?: string };
+  };
+}
+```
+
+## Message Parts
+
+OpenCode has rich message part types:
+
+| Type | Description |
+|------|-------------|
+| `text` | Plain text content |
+| `reasoning` | Model reasoning (chain-of-thought) |
+| `tool` | Tool invocation with status |
+| `file` | File reference |
+| `step-start` | Step boundary start |
+| `step-finish` | Step boundary end with reason |
+| `subtask` | Delegated subtask |
+
+### Part Structure
+
+```typescript
+interface MessagePart {
+  type: "text" | "reasoning" | "tool" | "file" | "step-start" | "step-finish" | "subtask" | "other";
+  id: string;
+  content: string;
+  // Tool-specific
+  toolName?: string;
+  toolStatus?: "pending" | "running" | "completed" | "error";
+  toolInput?: Record<string, unknown>;
+  toolOutput?: string;
+  // File-specific
+  filename?: string;
+  mimeType?: string;
+  // Step-specific
+  stepReason?: string;
+  // Subtask-specific
+  subtaskAgent?: string;
+  subtaskDescription?: string;
+}
+```
+
+## Questions and Permissions
+
+### Question Request
+
+```typescript
+interface QuestionRequest {
+  id: string;
+  sessionID: string;
+  questions: Array<{
+    header?: string;
+    question: string;
+    options: Array<{ label: string; description?: string }>;
+    multiSelect?: boolean;
+  }>;
+  tool?: { messageID: string; callID: string };
+}
+```
+
+### Responding to Questions
+
+```typescript
+// V2 client for question/permission APIs
+const clientV2 = createOpencodeClientV2({
+  baseUrl: `http://127.0.0.1:${port}`
+});
+
+// Reply with answers
+await clientV2.question.reply({
+  requestID: requestId,
+  answers: [["selected option"]]  // Array of selected labels per question
+});
+
+// Reject question
+await clientV2.question.reject({ requestID: requestId });
+```
+
+### Permission Request
+
+```typescript
+interface PermissionRequest {
+  id: string;
+  sessionID: string;
+  permission: string;     // Permission type (e.g., "file:write")
+  patterns: string[];     // Affected paths/patterns
+  metadata: Record<string, unknown>;
+  always: string[];       // Options for "always allow"
+  tool?: { messageID: string; callID: string };
+}
+```
+
+### Responding to Permissions
+
+```typescript
+await clientV2.permission.reply({
+  requestID: requestId,
+  reply: "once" | "always" | "reject"
+});
+```
+
+## Provider/Model Discovery
+
+```typescript
+// Get available providers and models
+const providerResponse = await client.provider.list({});
+const agentResponse = await client.app.agents({});
+
+interface ProviderInfo {
+  id: string;
+  name: string;
+  models: Array<{
+    id: string;
+    name: string;
+    reasoning: boolean;
+    toolCall: boolean;
+  }>;
+}
+
+interface AgentInfo {
+  id: string;
+  name: string;
+  primary: boolean;  // "build" and "plan" are primary
+}
+```
+
+### Internal Agents (Hidden from UI)
+
+- `compaction`
+- `title`
+- `summary`
+
+## Token Usage
+
+```typescript
+interface TokenUsage {
+  input: number;
+  output: number;
+  reasoning?: number;
+  cache?: {
+    read: number;
+    write: number;
+  };
+}
+```
+
+Available in message `info` field for assistant messages.
+
+## Agent Modes
+
+| Mode | Agent ID |
+|------|----------|
+| `build` | `"build"` |
+| `plan` | `"plan"` |
+
+Modes map directly to OpenCode agent IDs.
+
+## Defaults
+
+```typescript
+const DEFAULT_OPENCODE_MODEL_ID = "gpt-4o";
+const DEFAULT_OPENCODE_PROVIDER_ID = "openai";
+```
+
+## Concurrency Control
+
+Server startup uses a lock to prevent race conditions:
+
+```typescript
+async function withStartLock<T>(fn: () => Promise<T>): Promise<T> {
+  const prior = startLock;
+  let release: () => void;
+  startLock = new Promise((resolve) => { release = resolve; });
+  await prior;
+  try {
+    return await fn();
+  } finally {
+    release();
+  }
+}
+```
+
+## Working Directory
+
+Server must be started in the correct working directory:
+
+```typescript
+async function withWorkingDir<T>(workingDir: string, fn: () => Promise<T>): Promise<T> {
+  const previous = process.cwd();
+  process.chdir(workingDir);
+  try {
+    return await fn();
+  } finally {
+    process.chdir(previous);
+  }
+}
+```
+
+## Polling Fallback
+
+A polling mechanism checks session status every 2 seconds in case SSE events don't arrive:
+
+```typescript
+const pollInterval = setInterval(async () => {
+  const session = await client.session.get({ path: { id: sessionId } });
+  if (session.data?.status?.type === "idle") {
+    abortController.abort();
+  }
+}, 2000);
+```
+
+## Notes
+
+- OpenCode is the most feature-rich runtime (streaming, questions, permissions)
+- Server persists for the lifetime of a change (workspace+repo+change)
+- Parts are streamed incrementally with delta updates
+- V2 client is needed for question/permission APIs
+- Working directory affects credential discovery and file operations
--- a/resources/agent-schemas/.gitignore
+++ b/resources/agent-schemas/.gitignore
@ -0,0 +1,3 @@
+node_modules/
+.cache/
+pnpm-lock.yaml
--- a/resources/agent-schemas/Cargo.toml
+++ b/resources/agent-schemas/Cargo.toml
@ -0,0 +1,3 @@
+[workspace]
+resolver = "2"
+members = ["engine/packages/*"]
--- a/resources/agent-schemas/package.json
+++ b/resources/agent-schemas/package.json
@ -0,0 +1,23 @@
+{
+  "name": "agent-schemas",
+  "version": "1.0.0",
+  "type": "module",
+  "scripts": {
+    "extract": "tsx src/index.ts",
+    "extract:opencode": "tsx src/index.ts --agent=opencode",
+    "extract:claude": "tsx src/index.ts --agent=claude",
+    "extract:codex": "tsx src/index.ts --agent=codex",
+    "extract:amp": "tsx src/index.ts --agent=amp"
+  },
+  "dependencies": {
+    "ts-json-schema-generator": "^2.4.0",
+    "cheerio": "^1.0.0",
+    "typescript": "^5.7.0",
+    "@anthropic-ai/claude-code": "latest",
+    "@openai/codex": "latest"
+  },
+  "devDependencies": {
+    "tsx": "^4.19.0",
+    "@types/node": "^22.0.0"
+  }
+}
--- a/resources/agent-schemas/src/amp.ts
+++ b/resources/agent-schemas/src/amp.ts
@ -0,0 +1,271 @@
+import * as cheerio from "cheerio";
+import { fetchWithCache } from "./cache.js";
+import { createNormalizedSchema, type NormalizedSchema } from "./normalize.js";
+import type { JSONSchema7 } from "json-schema";
+
+const AMP_DOCS_URL = "https://ampcode.com/manual/appendix";
+
+// Key types we want to extract
+const TARGET_TYPES = ["StreamJSONMessage", "AmpOptions", "PermissionRule", "Message", "ToolCall"];
+
+export async function extractAmpSchema(): Promise<NormalizedSchema> {
+  console.log("Extracting AMP schema from documentation...");
+
+  try {
+    const html = await fetchWithCache(AMP_DOCS_URL);
+    const $ = cheerio.load(html);
+
+    // Find TypeScript code blocks
+    const codeBlocks: string[] = [];
+    $("pre code").each((_, el) => {
+      const code = $(el).text();
+      // Look for TypeScript interface/type definitions
+      if (
+        code.includes("interface ") ||
+        code.includes("type ") ||
+        code.includes(": {") ||
+        code.includes("export ")
+      ) {
+        codeBlocks.push(code);
+      }
+    });
+
+    if (codeBlocks.length === 0) {
+      console.log("  [warn] No TypeScript code blocks found, using fallback schema");
+      return createFallbackSchema();
+    }
+
+    console.log(`  [found] ${codeBlocks.length} code blocks`);
+
+    // Parse TypeScript definitions into schemas
+    const definitions = parseTypeScriptToSchema(codeBlocks.join("\n"));
+
+    // Verify target types exist
+    const found = TARGET_TYPES.filter((name) => definitions[name]);
+    const missing = TARGET_TYPES.filter((name) => !definitions[name]);
+
+    if (missing.length > 0) {
+      console.log(`  [warn] Missing expected types: ${missing.join(", ")}`);
+    }
+
+    if (Object.keys(definitions).length === 0) {
+      console.log("  [warn] No types extracted, using fallback schema");
+      return createFallbackSchema();
+    }
+
+    console.log(`  [ok] Extracted ${Object.keys(definitions).length} types (${found.length} target types)`);
+
+    return createNormalizedSchema("amp", "AMP Code SDK Schema", definitions);
+  } catch (error) {
+    console.log(`  [error] Failed to fetch docs: ${error}`);
+    console.log("  [fallback] Using embedded schema definitions");
+    return createFallbackSchema();
+  }
+}
+
+function parseTypeScriptToSchema(code: string): Record<string, JSONSchema7> {
+  const definitions: Record<string, JSONSchema7> = {};
+
+  // Match interface definitions
+  const interfaceRegex = /(?:export\s+)?interface\s+(\w+)\s*(?:extends\s+[\w,\s]+)?\s*\{([^}]+)\}/g;
+  let match;
+
+  while ((match = interfaceRegex.exec(code)) !== null) {
+    const [, name, body] = match;
+    definitions[name] = parseInterfaceBody(body);
+  }
+
+  // Match type definitions (simple object types)
+  const typeRegex = /(?:export\s+)?type\s+(\w+)\s*=\s*\{([^}]+)\}/g;
+
+  while ((match = typeRegex.exec(code)) !== null) {
+    const [, name, body] = match;
+    definitions[name] = parseInterfaceBody(body);
+  }
+
+  // Match union type definitions
+  const unionRegex = /(?:export\s+)?type\s+(\w+)\s*=\s*([^;{]+);/g;
+
+  while ((match = unionRegex.exec(code)) !== null) {
+    const [, name, body] = match;
+    if (body.includes("|")) {
+      definitions[name] = parseUnionType(body);
+    }
+  }
+
+  return definitions;
+}
+
+function parseInterfaceBody(body: string): JSONSchema7 {
+  const properties: Record<string, JSONSchema7> = {};
+  const required: string[] = [];
+
+  // Match property definitions
+  const propRegex = /(\w+)(\?)?:\s*([^;]+);/g;
+  let match;
+
+  while ((match = propRegex.exec(body)) !== null) {
+    const [, propName, optional, propType] = match;
+    properties[propName] = typeToSchema(propType.trim());
+
+    if (!optional) {
+      required.push(propName);
+    }
+  }
+
+  const schema: JSONSchema7 = {
+    type: "object",
+    properties,
+  };
+
+  if (required.length > 0) {
+    schema.required = required;
+  }
+
+  return schema;
+}
+
+function typeToSchema(tsType: string): JSONSchema7 {
+  // Handle union types
+  if (tsType.includes("|")) {
+    return parseUnionType(tsType);
+  }
+
+  // Handle array types
+  if (tsType.endsWith("[]")) {
+    const itemType = tsType.slice(0, -2);
+    return {
+      type: "array",
+      items: typeToSchema(itemType),
+    };
+  }
+
+  // Handle Array<T>
+  const arrayMatch = tsType.match(/^Array<(.+)>$/);
+  if (arrayMatch) {
+    return {
+      type: "array",
+      items: typeToSchema(arrayMatch[1]),
+    };
+  }
+
+  // Handle basic types
+  switch (tsType) {
+    case "string":
+      return { type: "string" };
+    case "number":
+      return { type: "number" };
+    case "boolean":
+      return { type: "boolean" };
+    case "null":
+      return { type: "null" };
+    case "any":
+    case "unknown":
+      return {};
+    case "object":
+      return { type: "object" };
+    default:
+      // Could be a reference to another type
+      if (/^[A-Z]/.test(tsType)) {
+        return { $ref: `#/definitions/${tsType}` };
+      }
+      // String literal
+      if (tsType.startsWith('"') || tsType.startsWith("'")) {
+        return { type: "string", const: tsType.slice(1, -1) };
+      }
+      return { type: "string" };
+  }
+}
+
+function parseUnionType(unionStr: string): JSONSchema7 {
+  const parts = unionStr.split("|").map((p) => p.trim());
+
+  // Check if it's a string literal union
+  const allStringLiterals = parts.every((p) => p.startsWith('"') || p.startsWith("'"));
+
+  if (allStringLiterals) {
+    return {
+      type: "string",
+      enum: parts.map((p) => p.slice(1, -1)),
+    };
+  }
+
+  // General union
+  return {
+    oneOf: parts.map((p) => typeToSchema(p)),
+  };
+}
+
+function createFallbackSchema(): NormalizedSchema {
+  // Fallback schema based on AMP documentation structure
+  const definitions: Record<string, JSONSchema7> = {
+    StreamJSONMessage: {
+      type: "object",
+      properties: {
+        type: {
+          type: "string",
+          enum: ["message", "tool_call", "tool_result", "error", "done"],
+        },
+        id: { type: "string" },
+        content: { type: "string" },
+        tool_call: { $ref: "#/definitions/ToolCall" },
+        error: { type: "string" },
+      },
+      required: ["type"],
+    },
+    AmpOptions: {
+      type: "object",
+      properties: {
+        model: { type: "string" },
+        apiKey: { type: "string" },
+        baseURL: { type: "string" },
+        maxTokens: { type: "number" },
+        temperature: { type: "number" },
+        systemPrompt: { type: "string" },
+        tools: { type: "array", items: { type: "object" } },
+        workingDirectory: { type: "string" },
+        permissionRules: {
+          type: "array",
+          items: { $ref: "#/definitions/PermissionRule" },
+        },
+      },
+    },
+    PermissionRule: {
+      type: "object",
+      properties: {
+        tool: { type: "string" },
+        action: { type: "string", enum: ["allow", "deny", "ask"] },
+        pattern: { type: "string" },
+        description: { type: "string" },
+      },
+      required: ["tool", "action"],
+    },
+    Message: {
+      type: "object",
+      properties: {
+        role: { type: "string", enum: ["user", "assistant", "system"] },
+        content: { type: "string" },
+        tool_calls: {
+          type: "array",
+          items: { $ref: "#/definitions/ToolCall" },
+        },
+      },
+      required: ["role", "content"],
+    },
+    ToolCall: {
+      type: "object",
+      properties: {
+        id: { type: "string" },
+        name: { type: "string" },
+        arguments: {
+          oneOf: [{ type: "string" }, { type: "object" }],
+        },
+      },
+      required: ["id", "name", "arguments"],
+    },
+  };
+
+  console.log(`  [ok] Using fallback schema with ${Object.keys(definitions).length} definitions`);
+
+  return createNormalizedSchema("amp", "AMP Code SDK Schema", definitions);
+}
--- a/resources/agent-schemas/src/cache.ts
+++ b/resources/agent-schemas/src/cache.ts
@ -0,0 +1,94 @@
+import { createHash } from "crypto";
+import { existsSync, mkdirSync, readFileSync, writeFileSync, statSync } from "fs";
+import { join } from "path";
+
+const CACHE_DIR = join(import.meta.dirname, "..", ".cache");
+const DEFAULT_TTL_MS = 24 * 60 * 60 * 1000; // 24 hours
+
+interface CacheEntry<T> {
+  data: T;
+  timestamp: number;
+  ttl: number;
+}
+
+function ensureCacheDir(): void {
+  if (!existsSync(CACHE_DIR)) {
+    mkdirSync(CACHE_DIR, { recursive: true });
+  }
+}
+
+function hashKey(key: string): string {
+  return createHash("sha256").update(key).digest("hex");
+}
+
+function getCachePath(key: string): string {
+  return join(CACHE_DIR, `${hashKey(key)}.json`);
+}
+
+export function getCached<T>(key: string): T | null {
+  const path = getCachePath(key);
+
+  if (!existsSync(path)) {
+    return null;
+  }
+
+  try {
+    const content = readFileSync(path, "utf-8");
+    const entry: CacheEntry<T> = JSON.parse(content);
+
+    const now = Date.now();
+    if (now - entry.timestamp > entry.ttl) {
+      // Cache expired
+      return null;
+    }
+
+    return entry.data;
+  } catch {
+    return null;
+  }
+}
+
+export function setCache<T>(key: string, data: T, ttl: number = DEFAULT_TTL_MS): void {
+  ensureCacheDir();
+
+  const entry: CacheEntry<T> = {
+    data,
+    timestamp: Date.now(),
+    ttl,
+  };
+
+  const path = getCachePath(key);
+  writeFileSync(path, JSON.stringify(entry, null, 2));
+}
+
+export async function fetchWithCache(url: string, ttl?: number): Promise<string> {
+  const cached = getCached<string>(url);
+  if (cached !== null) {
+    console.log(`  [cache hit] ${url}`);
+    return cached;
+  }
+
+  console.log(`  [fetching] ${url}`);
+
+  let lastError: Error | null = null;
+  for (let attempt = 0; attempt < 3; attempt++) {
+    try {
+      const response = await fetch(url);
+      if (!response.ok) {
+        throw new Error(`HTTP ${response.status}: ${response.statusText}`);
+      }
+      const text = await response.text();
+      setCache(url, text, ttl);
+      return text;
+    } catch (error) {
+      lastError = error as Error;
+      if (attempt < 2) {
+        const delay = Math.pow(2, attempt) * 1000;
+        console.log(`  [retry ${attempt + 1}] waiting ${delay}ms...`);
+        await new Promise((resolve) => setTimeout(resolve, delay));
+      }
+    }
+  }
+
+  throw lastError;
+}
--- a/resources/agent-schemas/src/claude.ts
+++ b/resources/agent-schemas/src/claude.ts
@ -0,0 +1,186 @@
+import { createGenerator, type Config } from "ts-json-schema-generator";
+import { existsSync, readFileSync } from "fs";
+import { join, dirname } from "path";
+import { createNormalizedSchema, type NormalizedSchema } from "./normalize.js";
+import type { JSONSchema7 } from "json-schema";
+
+// Try multiple possible paths for the SDK types
+const POSSIBLE_PATHS = [
+  "node_modules/@anthropic-ai/claude-code/sdk-tools.d.ts",
+  "node_modules/@anthropic-ai/claude-code/dist/index.d.ts",
+  "node_modules/@anthropic-ai/claude-code/dist/types.d.ts",
+  "node_modules/@anthropic-ai/claude-code/index.d.ts",
+];
+
+// Key types we want to extract
+const TARGET_TYPES = [
+  "ToolInputSchemas",
+  "AgentInput",
+  "BashInput",
+  "FileEditInput",
+  "FileReadInput",
+  "FileWriteInput",
+  "GlobInput",
+  "GrepInput",
+  "WebFetchInput",
+  "WebSearchInput",
+  "AskUserQuestionInput",
+];
+
+function findTypesPath(): string | null {
+  const baseDir = join(import.meta.dirname, "..");
+
+  for (const relativePath of POSSIBLE_PATHS) {
+    const fullPath = join(baseDir, relativePath);
+    if (existsSync(fullPath)) {
+      return fullPath;
+    }
+  }
+
+  return null;
+}
+
+export async function extractClaudeSchema(): Promise<NormalizedSchema> {
+  console.log("Extracting Claude Code SDK schema...");
+
+  const typesPath = findTypesPath();
+
+  if (!typesPath) {
+    console.log("  [warn] Claude Code SDK types not found, using fallback schema");
+    return createFallbackSchema();
+  }
+
+  console.log(`  [found] ${typesPath}`);
+
+  const config: Config = {
+    path: typesPath,
+    tsconfig: join(import.meta.dirname, "..", "tsconfig.json"),
+    type: "*",
+    skipTypeCheck: true,
+    topRef: false,
+    expose: "export",
+    jsDoc: "extended",
+  };
+
+  try {
+    const generator = createGenerator(config);
+    const schema = generator.createSchema(config.type);
+
+    const definitions: Record<string, JSONSchema7> = {};
+
+    if (schema.definitions) {
+      for (const [name, def] of Object.entries(schema.definitions)) {
+        definitions[name] = def as JSONSchema7;
+      }
+    }
+
+    // Verify target types exist
+    const found = TARGET_TYPES.filter((name) => definitions[name]);
+    const missing = TARGET_TYPES.filter((name) => !definitions[name]);
+
+    if (missing.length > 0) {
+      console.log(`  [warn] Missing expected types: ${missing.join(", ")}`);
+    }
+
+    console.log(`  [ok] Extracted ${Object.keys(definitions).length} types (${found.length} target types)`);
+
+    return createNormalizedSchema("claude", "Claude Code SDK Schema", definitions);
+  } catch (error) {
+    console.log(`  [error] Schema generation failed: ${error}`);
+    console.log("  [fallback] Using embedded schema definitions");
+    return createFallbackSchema();
+  }
+}
+
+function createFallbackSchema(): NormalizedSchema {
+  // Fallback schema based on known SDK structure
+  const definitions: Record<string, JSONSchema7> = {
+    SDKMessage: {
+      type: "object",
+      properties: {
+        type: { type: "string", enum: ["user", "assistant", "result"] },
+        content: { type: "string" },
+        timestamp: { type: "string", format: "date-time" },
+      },
+      required: ["type"],
+    },
+    SDKResultMessage: {
+      type: "object",
+      properties: {
+        type: { type: "string", const: "result" },
+        result: { type: "object" },
+        error: { type: "string" },
+        duration_ms: { type: "number" },
+      },
+      required: ["type"],
+    },
+    Options: {
+      type: "object",
+      properties: {
+        model: { type: "string" },
+        maxTokens: { type: "number" },
+        temperature: { type: "number" },
+        systemPrompt: { type: "string" },
+        tools: { type: "array", items: { type: "string" } },
+        allowedTools: { type: "array", items: { type: "string" } },
+        workingDirectory: { type: "string" },
+      },
+    },
+    BashInput: {
+      type: "object",
+      properties: {
+        command: { type: "string" },
+        timeout: { type: "number" },
+        workingDirectory: { type: "string" },
+      },
+      required: ["command"],
+    },
+    FileEditInput: {
+      type: "object",
+      properties: {
+        path: { type: "string" },
+        oldText: { type: "string" },
+        newText: { type: "string" },
+      },
+      required: ["path", "oldText", "newText"],
+    },
+    FileReadInput: {
+      type: "object",
+      properties: {
+        path: { type: "string" },
+        startLine: { type: "number" },
+        endLine: { type: "number" },
+      },
+      required: ["path"],
+    },
+    FileWriteInput: {
+      type: "object",
+      properties: {
+        path: { type: "string" },
+        content: { type: "string" },
+      },
+      required: ["path", "content"],
+    },
+    GlobInput: {
+      type: "object",
+      properties: {
+        pattern: { type: "string" },
+        path: { type: "string" },
+      },
+      required: ["pattern"],
+    },
+    GrepInput: {
+      type: "object",
+      properties: {
+        pattern: { type: "string" },
+        path: { type: "string" },
+        include: { type: "string" },
+      },
+      required: ["pattern"],
+    },
+  };
+
+  console.log(`  [ok] Using fallback schema with ${Object.keys(definitions).length} definitions`);
+
+  return createNormalizedSchema("claude", "Claude Code SDK Schema", definitions);
+}
--- a/resources/agent-schemas/src/codex.ts
+++ b/resources/agent-schemas/src/codex.ts
@ -0,0 +1,180 @@
+import { createGenerator, type Config } from "ts-json-schema-generator";
+import { existsSync } from "fs";
+import { join } from "path";
+import { createNormalizedSchema, type NormalizedSchema } from "./normalize.js";
+import type { JSONSchema7 } from "json-schema";
+
+// Try multiple possible paths for the SDK types
+const POSSIBLE_PATHS = [
+  "node_modules/@openai/codex/dist/index.d.ts",
+  "node_modules/@openai/codex/dist/types.d.ts",
+  "node_modules/@openai/codex/index.d.ts",
+];
+
+// Key types we want to extract
+const TARGET_TYPES = [
+  "ThreadEvent",
+  "ThreadItem",
+  "CodexOptions",
+  "ThreadOptions",
+  "Input",
+  "ResponseItem",
+  "FunctionCall",
+  "Message",
+];
+
+function findTypesPath(): string | null {
+  const baseDir = join(import.meta.dirname, "..");
+
+  for (const relativePath of POSSIBLE_PATHS) {
+    const fullPath = join(baseDir, relativePath);
+    if (existsSync(fullPath)) {
+      return fullPath;
+    }
+  }
+
+  return null;
+}
+
+export async function extractCodexSchema(): Promise<NormalizedSchema> {
+  console.log("Extracting Codex SDK schema...");
+
+  const typesPath = findTypesPath();
+
+  if (!typesPath) {
+    console.log("  [warn] Codex SDK types not found, using fallback schema");
+    return createFallbackSchema();
+  }
+
+  console.log(`  [found] ${typesPath}`);
+
+  const config: Config = {
+    path: typesPath,
+    tsconfig: join(import.meta.dirname, "..", "tsconfig.json"),
+    type: "*",
+    skipTypeCheck: true,
+    topRef: false,
+    expose: "export",
+    jsDoc: "extended",
+  };
+
+  try {
+    const generator = createGenerator(config);
+    const schema = generator.createSchema(config.type);
+
+    const definitions: Record<string, JSONSchema7> = {};
+
+    if (schema.definitions) {
+      for (const [name, def] of Object.entries(schema.definitions)) {
+        definitions[name] = def as JSONSchema7;
+      }
+    }
+
+    // Verify target types exist
+    const found = TARGET_TYPES.filter((name) => definitions[name]);
+    const missing = TARGET_TYPES.filter((name) => !definitions[name]);
+
+    if (missing.length > 0) {
+      console.log(`  [warn] Missing expected types: ${missing.join(", ")}`);
+    }
+
+    console.log(`  [ok] Extracted ${Object.keys(definitions).length} types (${found.length} target types)`);
+
+    return createNormalizedSchema("codex", "Codex SDK Schema", definitions);
+  } catch (error) {
+    console.log(`  [error] Schema generation failed: ${error}`);
+    console.log("  [fallback] Using embedded schema definitions");
+    return createFallbackSchema();
+  }
+}
+
+function createFallbackSchema(): NormalizedSchema {
+  // Fallback schema based on known SDK structure
+  const definitions: Record<string, JSONSchema7> = {
+    ThreadEvent: {
+      type: "object",
+      properties: {
+        type: {
+          type: "string",
+          enum: ["thread.created", "thread.updated", "item.created", "item.updated", "error"],
+        },
+        thread_id: { type: "string" },
+        item: { $ref: "#/definitions/ThreadItem" },
+        error: { type: "object" },
+      },
+      required: ["type"],
+    },
+    ThreadItem: {
+      type: "object",
+      properties: {
+        id: { type: "string" },
+        type: { type: "string", enum: ["message", "function_call", "function_result"] },
+        role: { type: "string", enum: ["user", "assistant", "system"] },
+        content: {
+          oneOf: [{ type: "string" }, { type: "array", items: { type: "object" } }],
+        },
+        status: { type: "string", enum: ["pending", "in_progress", "completed", "failed"] },
+      },
+      required: ["id", "type"],
+    },
+    CodexOptions: {
+      type: "object",
+      properties: {
+        apiKey: { type: "string" },
+        model: { type: "string" },
+        baseURL: { type: "string" },
+        maxTokens: { type: "number" },
+        temperature: { type: "number" },
+      },
+    },
+    ThreadOptions: {
+      type: "object",
+      properties: {
+        instructions: { type: "string" },
+        tools: { type: "array", items: { type: "object" } },
+        model: { type: "string" },
+        workingDirectory: { type: "string" },
+      },
+    },
+    Input: {
+      type: "object",
+      properties: {
+        type: { type: "string", enum: ["text", "file", "image"] },
+        content: { type: "string" },
+        path: { type: "string" },
+        mimeType: { type: "string" },
+      },
+      required: ["type"],
+    },
+    ResponseItem: {
+      type: "object",
+      properties: {
+        type: { type: "string" },
+        id: { type: "string" },
+        content: { type: "string" },
+        function_call: { $ref: "#/definitions/FunctionCall" },
+      },
+    },
+    FunctionCall: {
+      type: "object",
+      properties: {
+        name: { type: "string" },
+        arguments: { type: "string" },
+        call_id: { type: "string" },
+      },
+      required: ["name", "arguments"],
+    },
+    Message: {
+      type: "object",
+      properties: {
+        role: { type: "string", enum: ["user", "assistant", "system"] },
+        content: { type: "string" },
+      },
+      required: ["role", "content"],
+    },
+  };
+
+  console.log(`  [ok] Using fallback schema with ${Object.keys(definitions).length} definitions`);
+
+  return createNormalizedSchema("codex", "Codex SDK Schema", definitions);
+}
--- a/resources/agent-schemas/src/index.ts
+++ b/resources/agent-schemas/src/index.ts
@ -0,0 +1,109 @@
+import { writeFileSync, existsSync, mkdirSync } from "fs";
+import { join } from "path";
+import { extractOpenCodeSchema } from "./opencode.js";
+import { extractClaudeSchema } from "./claude.js";
+import { extractCodexSchema } from "./codex.js";
+import { extractAmpSchema } from "./amp.js";
+import { validateSchema, type NormalizedSchema } from "./normalize.js";
+
+const DIST_DIR = join(import.meta.dirname, "..", "dist");
+
+type AgentName = "opencode" | "claude" | "codex" | "amp";
+
+const EXTRACTORS: Record<AgentName, () => Promise<NormalizedSchema>> = {
+  opencode: extractOpenCodeSchema,
+  claude: extractClaudeSchema,
+  codex: extractCodexSchema,
+  amp: extractAmpSchema,
+};
+
+function parseArgs(): { agents: AgentName[] } {
+  const args = process.argv.slice(2);
+  const agentArg = args.find((arg) => arg.startsWith("--agent="));
+
+  if (agentArg) {
+    const agent = agentArg.split("=")[1] as AgentName;
+    if (!EXTRACTORS[agent]) {
+      console.error(`Unknown agent: ${agent}`);
+      console.error(`Valid agents: ${Object.keys(EXTRACTORS).join(", ")}`);
+      process.exit(1);
+    }
+    return { agents: [agent] };
+  }
+
+  return { agents: Object.keys(EXTRACTORS) as AgentName[] };
+}
+
+function ensureDistDir(): void {
+  if (!existsSync(DIST_DIR)) {
+    mkdirSync(DIST_DIR, { recursive: true });
+  }
+}
+
+async function extractAndWrite(agent: AgentName): Promise<boolean> {
+  try {
+    const extractor = EXTRACTORS[agent];
+    const schema = await extractor();
+
+    // Validate schema
+    const validation = validateSchema(schema);
+    if (!validation.valid) {
+      console.error(`  [error] Schema validation failed for ${agent}:`);
+      validation.errors.forEach((err) => console.error(`    - ${err}`));
+      return false;
+    }
+
+    // Write to file
+    const outputPath = join(DIST_DIR, `${agent}.json`);
+    writeFileSync(outputPath, JSON.stringify(schema, null, 2));
+    console.log(`  [wrote] ${outputPath}`);
+
+    return true;
+  } catch (error) {
+    console.error(`  [error] Failed to extract ${agent}: ${error}`);
+    return false;
+  }
+}
+
+async function main(): Promise<void> {
+  console.log("Agent Schema Extractor");
+  console.log("======================\n");
+
+  const { agents } = parseArgs();
+  ensureDistDir();
+
+  console.log(`Extracting schemas for: ${agents.join(", ")}\n`);
+
+  const results: Record<string, boolean> = {};
+
+  for (const agent of agents) {
+    results[agent] = await extractAndWrite(agent);
+    console.log();
+  }
+
+  // Summary
+  console.log("Summary");
+  console.log("-------");
+
+  const successful = Object.entries(results)
+    .filter(([, success]) => success)
+    .map(([name]) => name);
+  const failed = Object.entries(results)
+    .filter(([, success]) => !success)
+    .map(([name]) => name);
+
+  if (successful.length > 0) {
+    console.log(`Successful: ${successful.join(", ")}`);
+  }
+  if (failed.length > 0) {
+    console.log(`Failed: ${failed.join(", ")}`);
+    process.exit(1);
+  }
+
+  console.log("\nDone!");
+}
+
+main().catch((error) => {
+  console.error("Fatal error:", error);
+  process.exit(1);
+});
--- a/resources/agent-schemas/src/normalize.ts
+++ b/resources/agent-schemas/src/normalize.ts
@ -0,0 +1,129 @@
+import type { JSONSchema7 } from "json-schema";
+
+export interface NormalizedSchema {
+  $schema: string;
+  $id: string;
+  title: string;
+  definitions: Record<string, JSONSchema7>;
+}
+
+/**
+ * Converts OpenAPI 3.1 schema to JSON Schema draft-07.
+ * OpenAPI 3.1 is largely compatible with JSON Schema draft 2020-12,
+ * but we want draft-07 for broader tool compatibility.
+ */
+export function openApiToJsonSchema(schema: Record<string, unknown>): JSONSchema7 {
+  const result: Record<string, unknown> = {};
+
+  for (const [key, value] of Object.entries(schema)) {
+    // Skip OpenAPI-specific fields
+    if (key === "discriminator" || key === "xml" || key === "externalDocs") {
+      continue;
+    }
+
+    // Handle nullable (OpenAPI 3.0 style)
+    if (key === "nullable" && value === true) {
+      continue; // Will be handled by type conversion
+    }
+
+    // Recursively convert nested schemas
+    if (key === "properties" && typeof value === "object" && value !== null) {
+      result[key] = {};
+      for (const [propName, propSchema] of Object.entries(value as Record<string, unknown>)) {
+        (result[key] as Record<string, unknown>)[propName] = openApiToJsonSchema(
+          propSchema as Record<string, unknown>
+        );
+      }
+      continue;
+    }
+
+    if (key === "items" && typeof value === "object" && value !== null) {
+      result[key] = openApiToJsonSchema(value as Record<string, unknown>);
+      continue;
+    }
+
+    if (key === "additionalProperties" && typeof value === "object" && value !== null) {
+      result[key] = openApiToJsonSchema(value as Record<string, unknown>);
+      continue;
+    }
+
+    if ((key === "oneOf" || key === "anyOf" || key === "allOf") && Array.isArray(value)) {
+      result[key] = value.map((item) =>
+        typeof item === "object" && item !== null
+          ? openApiToJsonSchema(item as Record<string, unknown>)
+          : item
+      );
+      continue;
+    }
+
+    // Convert $ref paths from OpenAPI to local definitions
+    if (key === "$ref" && typeof value === "string") {
+      result[key] = value.replace("#/components/schemas/", "#/definitions/");
+      continue;
+    }
+
+    result[key] = value;
+  }
+
+  // Handle nullable by adding null to type array
+  if (schema["nullable"] === true && result["type"]) {
+    const currentType = result["type"];
+    if (Array.isArray(currentType)) {
+      if (!currentType.includes("null")) {
+        result["type"] = [...currentType, "null"];
+      }
+    } else {
+      result["type"] = [currentType as string, "null"];
+    }
+  }
+
+  return result as JSONSchema7;
+}
+
+/**
+ * Creates a normalized schema with consistent metadata.
+ */
+export function createNormalizedSchema(
+  id: string,
+  title: string,
+  definitions: Record<string, JSONSchema7>
+): NormalizedSchema {
+  return {
+    $schema: "http://json-schema.org/draft-07/schema#",
+    $id: `https://sandbox-daemon/schemas/${id}.json`,
+    title,
+    definitions,
+  };
+}
+
+/**
+ * Validates a schema against JSON Schema draft-07 meta-schema.
+ * Basic validation - checks required fields and structure.
+ */
+export function validateSchema(schema: unknown): { valid: boolean; errors: string[] } {
+  const errors: string[] = [];
+
+  if (typeof schema !== "object" || schema === null) {
+    return { valid: false, errors: ["Schema must be an object"] };
+  }
+
+  const s = schema as Record<string, unknown>;
+
+  if (s.$schema && typeof s.$schema !== "string") {
+    errors.push("$schema must be a string");
+  }
+
+  if (s.definitions && typeof s.definitions !== "object") {
+    errors.push("definitions must be an object");
+  }
+
+  if (s.definitions && typeof s.definitions === "object") {
+    for (const [name, def] of Object.entries(s.definitions as Record<string, unknown>)) {
+      if (typeof def !== "object" || def === null) {
+        errors.push(`Definition "${name}" must be an object`);
+      }
+    }
+  }
+
+  return { valid: errors.length === 0, errors };
+}
--- a/resources/agent-schemas/src/opencode.ts
+++ b/resources/agent-schemas/src/opencode.ts
@ -0,0 +1,55 @@
+import { fetchWithCache } from "./cache.js";
+import { createNormalizedSchema, openApiToJsonSchema, type NormalizedSchema } from "./normalize.js";
+import type { JSONSchema7 } from "json-schema";
+
+const OPENAPI_URL =
+  "https://raw.githubusercontent.com/sst/opencode/dev/packages/sdk/openapi.json";
+
+// Key schemas we want to extract
+const TARGET_SCHEMAS = [
+  "Session",
+  "Message",
+  "Part",
+  "Event",
+  "PermissionRequest",
+  "QuestionRequest",
+  "TextPart",
+  "ToolCallPart",
+  "ToolResultPart",
+  "ErrorPart",
+];
+
+interface OpenAPISpec {
+  components?: {
+    schemas?: Record<string, unknown>;
+  };
+}
+
+export async function extractOpenCodeSchema(): Promise<NormalizedSchema> {
+  console.log("Extracting OpenCode schema from OpenAPI spec...");
+
+  const specText = await fetchWithCache(OPENAPI_URL);
+  const spec: OpenAPISpec = JSON.parse(specText);
+
+  if (!spec.components?.schemas) {
+    throw new Error("OpenAPI spec missing components.schemas");
+  }
+
+  const definitions: Record<string, JSONSchema7> = {};
+
+  // Extract all schemas, not just target ones, to preserve references
+  for (const [name, schema] of Object.entries(spec.components.schemas)) {
+    definitions[name] = openApiToJsonSchema(schema as Record<string, unknown>);
+  }
+
+  // Verify target schemas exist
+  const missing = TARGET_SCHEMAS.filter((name) => !definitions[name]);
+  if (missing.length > 0) {
+    console.warn(`  [warn] Missing expected schemas: ${missing.join(", ")}`);
+  }
+
+  const found = TARGET_SCHEMAS.filter((name) => definitions[name]);
+  console.log(`  [ok] Extracted ${Object.keys(definitions).length} schemas (${found.length} target schemas)`);
+
+  return createNormalizedSchema("opencode", "OpenCode SDK Schema", definitions);
+}
--- a/resources/agent-schemas/tsconfig.json
+++ b/resources/agent-schemas/tsconfig.json
@ -0,0 +1,16 @@
+{
+  "compilerOptions": {
+    "target": "ES2022",
+    "module": "NodeNext",
+    "moduleResolution": "NodeNext",
+    "esModuleInterop": true,
+    "strict": true,
+    "skipLibCheck": true,
+    "outDir": "dist",
+    "rootDir": "src",
+    "resolveJsonModule": true,
+    "declaration": true
+  },
+  "include": ["src/**/*"],
+  "exclude": ["node_modules", "dist"]
+}
--- a/spec.md
+++ b/spec.md
@ -0,0 +1,276 @@
+i need to build a library that is a universal api to work with agents
+
+## glossary
+
+- agent = claude code, codex, and opencode -> the acutal binary/sdk that runs the coding agent
+- agent mode = what the agent does, for example build/plan agent mode
+- model = claude, codex, gemni, etc -> the model that's use din the agent
+- variant = variant on the model if exists, eg low, mid, high, xhigh for codex
+
+## concepts
+
+### universal api types
+
+we need to define a universal base type for input & output from agents that is a common denominator for all agent schemas
+
+this also needs to support quesitons (ie human in the loop)
+
+### working with the agents
+
+these agents all have differnet ways of working with them.
+
+- claude code uses headless mode
+- codex uses a typescript sdk
+- opencode uses a server
+
+## component: daemon
+
+this is what runs inside the sandbox to manage everything
+
+this is a rust component that exposes an http server
+
+**router**
+
+use axum for routing and utoipa for the json schema and schemars for generating json schemas. see how this is done in:
+- ~/rivet
+	- engine/packages/config-schema-gen/build.rs
+	- ~/rivet/engine/packages/api-public/src/router.rs (but use thiserror instead of anyhow)
+
+we need a standard thiserror for error responses. return errors as RFC 7807 Problem Details
+
+### cli
+
+it's ran with a token like this using clap:
+
+sandbox-daemon --token <token> --host xxxx --port xxxx
+
+(you can specify --no-token too)
+
+also expose a CLI endpoint for every http endpoint we have (specify this in claude.md to keep this to date) so we can do:
+
+sandbox-daemon sessions get-messages --endpoint xxxx --token xxxx
+
+### http api
+
+POST /agents/{}/install (this will install the agent)
+{}
+
+POST /sessions/{} (will install agent if not already installed)
+>
+{
+	agent:"claud"|"codex"|"opencode",
+	model?:string,
+	variant?:string,
+    token?: string,
+    validateToken?: boolean
+    healthy: boolean,
+    error?: AgentError
+}
+
+POST /sessions/{}/messages
+{
+    message: string
+}
+
+GET /sessions/{}/events?offset=x&limit=x
+<
+{
+	events: UniversalEvent[],
+	hasMore: bool
+}
+
+GET /sessions/{}/events/sse?offset=x
+- same as bove but using sse
+
+types:
+
+type UniversalEvent = { message: UniversalMessage } | { started: Started } | { error: CrashInfo };
+
+type AgentError = { tokenError: ... } | { processExisted: ... } | { installFailed: ... } | etc
+
+### schema converters
+
+we need to have a 2 way conversion for both:
+
+- universal agent input message <-> agent input message
+- universal agent event <-> agent event
+
+for messages, we need to have a sepcial universal message type for failed to parse with the raw json that we attempted to parse
+
+### managing agents
+
+> **Note:** We do NOT use JS SDKs for agent communication. All agents are spawned as subprocesses or accessed via a shared server. This keeps the daemon language-agnostic (Rust) and avoids Node.js dependencies.
+
+#### agent comparison
+
+| Agent | Provider | Binary | Install Method | Session ID | Streaming Format |
+|-------|----------|--------|----------------|------------|------------------|
+| Claude Code | Anthropic | `claude` | curl installer (native binary) | `session_id` (string) | JSONL via stdout |
+| Codex | OpenAI | `codex` | GitHub releases / Homebrew (Rust binary) | `thread_id` (string) | JSONL via stdout |
+| OpenCode | Multi-provider | `opencode` | curl installer (Go binary) | `session_id` (string) | SSE or JSONL |
+| Amp | Sourcegraph | `amp` | curl installer (bundled Bun) | `session_id` (string) | JSONL via stdout |
+
+#### spawning approaches
+
+There are two ways to spawn agents:
+
+##### 1. subprocess per session
+
+Each session spawns a dedicated agent subprocess that lives for the duration of the session.
+
+**How it works:**
+- On session create, spawn the agent binary with appropriate flags
+- Communicate via stdin/stdout using JSONL
+- Process terminates when session ends or times out
+
+**Agents that support this:**
+- **Claude Code**: `claude --print --output-format stream-json --verbose --dangerously-skip-permissions [--resume SESSION_ID] "PROMPT"`
+- **Codex**: `codex exec --json --dangerously-bypass-approvals-and-sandbox "PROMPT"` or `codex exec resume --last`
+- **Amp**: `amp --print --output-format stream-json --dangerously-skip-permissions "PROMPT"`
+
+**Pros:**
+- Simple implementation
+- Process isolation per session
+- No shared state to manage
+
+**Cons:**
+- Higher latency (process startup per message)
+- More resource usage (one process per active session)
+- No connection reuse
+
+##### 2. shared server (preferred for OpenCode)
+
+A single long-running server handles multiple sessions. The daemon connects to this server via HTTP/SSE.
+
+**How it works:**
+- On daemon startup (or first session for an agent), start the server if not running
+- Server listens on a port (e.g., 4200-4300 range for OpenCode)
+- Sessions are created/managed via HTTP API
+- Events streamed via SSE
+
+**Agents that support this:**
+- **OpenCode**: `opencode serve --port PORT` starts the server, then use HTTP API:
+  - `POST /session` - create session
+  - `POST /session/{id}/prompt` - send message
+  - `GET /event/subscribe` - SSE event stream
+  - Supports questions/permissions via `/question/reply`, `/permission/reply`
+
+**Pros:**
+- Lower latency (no process startup per message)
+- Shared resources across sessions
+- Better for high-throughput scenarios
+- Native support for SSE streaming
+
+**Cons:**
+- More complex lifecycle management
+- Need to handle server crashes/restarts
+- Shared state between sessions
+
+#### which approach to use
+
+| Agent | Recommended Approach | Reason |
+|-------|---------------------|--------|
+| Claude Code | Subprocess per session | No server mode available |
+| Codex | Subprocess per session | No server mode available |
+| OpenCode | Shared server | Native server support, lower latency |
+| Amp | Subprocess per session | No server mode available |
+
+#### installation
+
+Before spawning, agents must be installed. **Prefer native installers over npm** - they have no Node.js dependency and are simpler to manage.
+
+| Agent | Native Install (preferred) | Fallback (npm) | Verify |
+|-------|---------------------------|----------------|--------|
+| Claude Code | `curl -fsSL https://claude.ai/install.sh \| bash` | `npm i -g @anthropic-ai/claude-code` | `claude --version` |
+| Codex | `brew install --cask codex` or [GitHub Releases](https://github.com/openai/codex/releases) | `npm i -g @openai/codex` | `codex --version` |
+| OpenCode | `curl -fsSL https://opencode.ai/install \| bash` | `npm i -g opencode-ai` | `opencode --version` |
+| Amp | `curl -fsSL https://ampcode.com/install.sh \| bash` | `npm i -g @sourcegraph/amp` | `amp --version` |
+
+**Notes:**
+- Claude Code native installer: signed by Anthropic, notarized by Apple on macOS
+- Codex: Rust binary, download from GitHub releases and rename to `codex`
+- OpenCode: Go binary, also available via Homebrew (`brew install anomalyco/tap/opencode`), Scoop, Nix
+- Amp: bundles its own Bun runtime, no prerequisites needed
+
+#### communication
+
+**Subprocess mode (Claude Code, Codex, Amp):**
+1. Spawn process with appropriate flags
+2. Close stdin immediately after sending prompt (for single-turn) or keep open (for multi-turn)
+3. Read JSONL events from stdout line-by-line
+4. Parse each line as JSON and convert to `UniversalEvent`
+5. Capture session/thread ID from events for resumption
+6. Handle process exit/timeout
+
+**Server mode (OpenCode):**
+1. Ensure server is running (`opencode serve --port PORT`)
+2. Create session via `POST /session`
+3. Send prompts via `POST /session/{id}/prompt` (async version for streaming)
+4. Subscribe to events via `GET /event/subscribe` (SSE)
+5. Handle questions/permissions via dedicated endpoints
+6. Session persists across multiple prompts
+
+#### credential passing
+
+| Agent | Env Var | Config File |
+|-------|---------|-------------|
+| Claude Code | `ANTHROPIC_API_KEY` | `~/.claude.json`, `~/.claude/.credentials.json` |
+| Codex | `OPENAI_API_KEY` or `CODEX_API_KEY` | `~/.codex/auth.json` |
+| OpenCode | `ANTHROPIC_API_KEY`, `OPENAI_API_KEY` | `~/.local/share/opencode/auth.json` |
+| Amp | `ANTHROPIC_API_KEY` | Uses Claude Code credentials |
+
+When spawning subprocesses, pass the API key via environment variable. For OpenCode server mode, the server reads credentials from its config on startup.
+
+### testing
+
+TODO
+
+## component: sdks
+
+we need to auto-generate types from our json schema for these languages
+
+- typescript sdk
+	- also need to support standard schema
+	- can run in inline mode that doesn't require this
+- python sdk
+
+## spec todo
+
+- generate common denominator with conversion functions
+- how do we handle HIL
+- how do you run each of these agents
+- what else do we need, like todo, etc?
+- how can we dump the spec for all of the agents somehow
+
+## future problems to visit
+
+- api features
+    - list agent modes available
+    - list models available
+    - handle planning mode
+- api key gateway
+- configuring mcp/skills/etc
+- process management inside container
+- otel
+- better authentication systems
+- s3-based file system
+- ai sdk compatability for their ecosystem (useChat, etc)
+- resumable messages
+- todo lists
+- all other features
+- misc
+    - bootstrap tool that extracts tokens from the current system
+- management ui
+- skill
+- pre-package these as bun binaries instead of npm installations
+
+## future work
+
+- provide a pty to access the agent data
+- other agent features like file system
+
+## misc
+
+comparison to agentapi:
+- it does not use the pty since we need to get more information from the agent
+