fix(session): add semantic crash checkpoints

packages/session-persistence/session-checkpoint-policy/README.md

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+# dsh-session-checkpoint-policy
+
+Semantic durability policy for persisted agents. It checkpoints the event-sourced session before a model adapter receives a request, before a top-level tool body may produce an external side effect, and after a step has recorded its complete assistant message and ordered tool results. The final `turn/end` checkpoint remains owned by `dsh-agent-loop`.
+
+## Plugin (namespace: `session-checkpoint-policy`)
+
+This zero-config function plugin consumes `ctx.sessions`, `ctx.llm`, `ctx.tools`, and the presence of `ctx.sessionPersistence`. Load it beside one persistence backend:
+
+```yaml
+- id: session-persistence
+  name: '@deepseek-ai/dsh-session-persistence-jsonl'
+
+- id: session-checkpoints
+  name: '@deepseek-ai/dsh-session-checkpoint-policy'
+```
+
+The policy wraps `llm/stream` lazily, so the downstream stream is not constructed until the live session's buffered request events are durable. It wraps `tools/execute` after pre-execute policy and guards; a top-level tool body runs only after its recorded call is durable. Nested tool dispatches reuse the outer model-visible call's checkpoint. `agent/post-step` persists the complete response/result batch before continuation work.
+
+Checkpoint rejection is fail-closed at the model and tool boundaries: neither the adapter nor the top-level tool body runs. A post-step rejection fails the turn before another request starts. Concurrent tool checkpoints share the session store's serialized persistence drain and cannot duplicate sequence numbers.
+
+## Model Experience
+
+### Interrupted calls
+
+#### What the model sees
+
+The plugin adds no prompt or tool schema. A hard crash after a tool checkpoint but before its result leaves a durable unmatched call; session recovery supplies the model-visible `TOOL_OUTCOME_UNKNOWN` result owned by `dsh-session`. The message permits retry for read-only or idempotent work and requires state verification or user confirmation for calls that may have side effects.
+
+#### Token effect
+
+Successful checkpoints add no tokens and do not change the request. Recovery adds one short tool-result message to balance the interrupted transcript.
+
+#### KV Cache effect
+
+The repair result is appended after the reusable prefix, so it does not invalidate earlier cache entries.
+
+## Known Limitations and Deferred Work
+
+- The policy durably records execution intent, not generic exactly-once effects. Side-effecting tools should forward `exec.callId` as an idempotency key when their provider supports one.
+- Streaming `assistant/chunk` events have no per-chunk checkpoint. They reach storage with the next semantic checkpoint, so a hard crash may lose the current partial response.
+- A persisted call without a result cannot prove whether its external effect completed. Recovery therefore records an unknown outcome instead of retrying automatically.

packages/session-persistence/session-checkpoint-policy/package.json

@@ -0,0 +1,45 @@
+{
+  "name": "@deepseek-ai/dsh-session-checkpoint-policy",
+  "description": "Semantic session durability checkpoints before model requests and tool side effects",
+  "version": "0.0.1",
+  "private": true,
+  "type": "module",
+  "main": "lib/index.js",
+  "types": "lib/types/index.d.ts",
+  "exports": {
+    ".": {
+      "types": "./lib/types/index.d.ts",
+      "default": "./lib/index.js"
+    },
+    "./src/*": "./src/*",
+    "./package.json": "./package.json"
+  },
+  "files": [
+    "lib/index.js",
+    "lib/types/**/*.d.ts",
+    "lib/types/**/*.d.ts.map",
+    "src"
+  ],
+  "license": "BSD-3-Clause",
+  "peerDependencies": {
+    "@deepseek-ai/dsh-agent": "^0.0.1",
+    "@deepseek-ai/dsh-llm": "^0.0.1",
+    "@deepseek-ai/dsh-session": "^0.0.1",
+    "@deepseek-ai/dsh-session-persistence": "^0.0.1",
+    "@deepseek-ai/dsh-tools": "^0.0.1",
+    "cordis": "^4.0.0-rc.7"
+  },
+  "devDependencies": {
+    "@cordisjs/plugin-loader": "workspace:^",
+    "@deepseek-ai/dsh-agent": "workspace:^",
+    "@deepseek-ai/dsh-agent-loop": "workspace:^",
+    "@deepseek-ai/dsh-agent-loop-testkit": "workspace:^",
+    "@deepseek-ai/dsh-llm": "workspace:^",
+    "@deepseek-ai/dsh-session": "workspace:^",
+    "@deepseek-ai/dsh-session-persistence": "workspace:^",
+    "@deepseek-ai/dsh-session-persistence-jsonl": "workspace:^",
+    "@deepseek-ai/dsh-system-prompt": "workspace:^",
+    "@deepseek-ai/dsh-tools": "workspace:^",
+    "cordis": "^4.0.0-rc.7"
+  }
+}

packages/session-persistence/session-checkpoint-policy/src/index.ts

@@ -0,0 +1,65 @@
+/**
+ * Semantic durability checkpoints for model requests, top-level tool dispatch,
+ * and completed agent steps.
+ * @module @deepseek-ai/dsh-session-checkpoint-policy
+ */
+
+import type { Context } from 'cordis'
+import type { Session } from '@deepseek-ai/dsh-session'
+import type { StreamChunk } from '@deepseek-ai/dsh-llm'
+import type { ToolExecutionResult } from '@deepseek-ai/dsh-tools'
+import type {} from '@deepseek-ai/dsh-agent'
+import type {} from '@deepseek-ai/dsh-session-persistence'
+
+/** Cordis plugin name used by Loader diagnostics. */
+export const name = 'session-checkpoint-policy'
+
+/** Services whose request, tool, session, and persistence boundaries this policy joins. */
+export const inject = ['llm', 'sessionPersistence', 'sessions', 'tools']
+
+/**
+ * Delay construction of the downstream model stream until the complete logged
+ * request prefix is durable. A checkpoint rejection prevents adapter dispatch.
+ *
+ * @param ctx - plugin context that owns the session store.
+ * @param session - live session named by the model request.
+ * @param next - downstream `llm/stream` chain.
+ * @returns a stream that checkpoints before requesting its first chunk.
+ */
+function afterCheckpoint(
+  ctx: Context,
+  session: Session,
+  next: () => AsyncIterable<StreamChunk>,
+): AsyncIterable<StreamChunk> {
+  return (async function* (): AsyncIterable<StreamChunk> {
+    await ctx.sessions.flush(session)
+    yield* next()
+  })()
+}
+
+/**
+ * Install semantic checkpoint listeners. Loop-built model calls checkpoint the
+ * logged request before adapter dispatch; top-level tool calls checkpoint their
+ * recorded call before the tool body; post-step checkpoints retain the complete
+ * response/result batch. Nested tool dispatches reuse the durable outer call.
+ *
+ * Checkpoint failures are fail-closed at the model and tool side-effect
+ * boundaries: the downstream adapter or tool body is not invoked.
+ *
+ * @param ctx - plugin context that owns the listeners.
+ */
+export function apply(ctx: Context): void {
+  ctx.on('llm/stream', (options, next): AsyncIterable<StreamChunk> => {
+    if (options.sessionId === undefined) return next()
+    const session = ctx.sessions.get(options.sessionId)
+    return session === undefined ? next() : afterCheckpoint(ctx, session, next)
+  })
+
+  ctx.on('tools/execute', async (exec, next): Promise<ToolExecutionResult> => {
+    if (exec.agent === undefined || exec.parent !== undefined) return next()
+    await ctx.sessions.flush(exec.agent.session)
+    return next()
+  })
+
+  ctx.on('agent/post-step', (agent): Promise<void> => ctx.sessions.flush(agent.session))
+}

packages/session-persistence/session-checkpoint-policy/tests/crash-recovery.e2e.ts

@@ -0,0 +1,104 @@
+import { spawn } from 'node:child_process'
+import { access, mkdtemp, readFile, rm } from 'node:fs/promises'
+import { tmpdir } from 'node:os'
+import { join } from 'node:path'
+import { fileURLToPath } from 'node:url'
+import { Context } from 'cordis'
+import { afterEach, describe, expect, it } from 'vitest'
+import SessionStore, {
+  SessionId, TOOL_OUTCOME_UNKNOWN,
+  type SessionEvent,
+} from '@deepseek-ai/dsh-session'
+import SessionPersistenceJsonl from '@deepseek-ai/dsh-session-persistence-jsonl'
+
+const repoRoot = fileURLToPath(new URL('../../../../', import.meta.url))
+const childScript = fileURLToPath(new URL('./fixtures/crash-child.ts', import.meta.url))
+const tsxLoader = fileURLToPath(import.meta.resolve('tsx'))
+const sessionId = SessionId('semantic-checkpoint-crash')
+const roots: string[] = []
+
+async function waitForFile(path: string): Promise<void> {
+  for (let attempt = 0; attempt < 500; attempt += 1) {
+    try {
+      await access(path)
+      return
+    } catch (error: unknown) {
+      if ((error as NodeJS.ErrnoException).code !== 'ENOENT') throw error
+    }
+    await new Promise(resolve => setTimeout(resolve, 10))
+  }
+  throw new Error(`crash child did not reach failpoint ${path}`)
+}
+
+async function crashAt(mode: 'request' | 'tool'): Promise<{ root: string; markerText: string }> {
+  const root = await mkdtemp(join(tmpdir(), `dsh-semantic-${mode}-`))
+  roots.push(root)
+  const marker = join(root, 'failpoint')
+  const child = spawn(process.execPath, ['--import', tsxLoader, childScript, mode, root, marker], {
+    cwd: repoRoot,
+    env: { ...process.env, TSX_TSCONFIG_PATH: join(repoRoot, 'tsconfig.json') },
+    stdio: ['ignore', 'ignore', 'pipe'],
+  })
+  let stderr = ''
+  child.stderr.setEncoding('utf8')
+  child.stderr.on('data', (chunk: string) => { stderr += chunk })
+  try {
+    await waitForFile(marker)
+    const markerText = await readFile(marker, 'utf8')
+    const closed = new Promise<{ code: number | null; signal: NodeJS.Signals | null }>((resolve) => {
+      child.once('close', (code, signal) => { resolve({ code, signal }) })
+    })
+    child.kill('SIGKILL')
+    const exit = await closed
+    expect(exit).toEqual({ code: null, signal: 'SIGKILL' })
+    return { root, markerText }
+  } catch (error: unknown) {
+    if (child.exitCode === null && child.signalCode === null) child.kill('SIGKILL')
+    throw new Error(`crash child failed: ${stderr}`, { cause: error })
+  }
+}
+
+async function load(root: string): Promise<SessionEvent[]> {
+  const ctx = new Context()
+  await ctx.plugin(SessionStore)
+  await ctx.plugin(SessionPersistenceJsonl, { root, compression: 'none' })
+  try {
+    return (await ctx.sessionPersistence.load(sessionId)).events
+  } finally {
+    await ctx.fiber.dispose()
+  }
+}
+
+afterEach(async () => {
+  await Promise.all(roots.splice(0).map(root => rm(root, { recursive: true, force: true })))
+})
+
+describe.skipIf(process.platform === 'win32')('semantic checkpoint hard-crash recovery', () => {
+  it('persists the complete request before model dispatch', async () => {
+    const crashed = await crashAt('request')
+    expect(crashed.markerText).toBe('request-dispatched')
+    const events = await load(crashed.root)
+    expect(events.map(event => event.type)).toEqual([
+      'turn/start', 'user/message', 'step/start', 'request/header', 'step/end', 'turn/end',
+    ])
+    expect(events.at(-1)).toMatchObject({
+      type: 'turn/end', data: { reason: { kind: 'interrupted' } },
+    })
+  })
+
+  it('persists tool intent before a side effect and repairs its missing result as unknown', async () => {
+    const crashed = await crashAt('tool')
+    expect(crashed.markerText).toBe('tool-side-effect')
+    const events = await load(crashed.root)
+    expect(events.some(event => event.type === 'assistant/message')).toBe(true)
+    expect(events.some(event => event.type === 'tool/call')).toBe(true)
+    const result = events.find(event => event.type === 'tool/result')
+    expect(result?.type === 'tool/result' && result.data.error).toEqual({
+      name: 'ToolOutcomeUnknownError', code: TOOL_OUTCOME_UNKNOWN,
+    })
+    if (result?.type !== 'tool/result' || result.data.content[0]?.type !== 'text') {
+      throw new Error('expected a text tool result')
+    }
+    expect(result.data.content[0].text).toContain('Do not retry blindly.')
+  })
+})

packages/session-persistence/session-checkpoint-policy/tests/fixtures/crash-child.ts

@@ -0,0 +1,59 @@
+import { writeFile } from 'node:fs/promises'
+import { Context } from 'cordis'
+import AgentLoop from '@deepseek-ai/dsh-agent-loop'
+import { mountAgentLoopTestDependencies } from '@deepseek-ai/dsh-agent-loop-testkit'
+import { CallId, type GenerateOptions, LlmAdapter, type StreamChunk } from '@deepseek-ai/dsh-llm'
+import { SessionId } from '@deepseek-ai/dsh-session'
+import SessionPersistenceJsonl from '@deepseek-ai/dsh-session-persistence-jsonl'
+import * as checkpointPolicy from '../../src/index.ts'
+
+function waitForCrash(): Promise<never> {
+  return new Promise(() => { setInterval(() => {}, 60_000) })
+}
+
+const [mode, root, marker] = process.argv.slice(2)
+if ((mode !== 'request' && mode !== 'tool') || root === undefined || marker === undefined) {
+  throw new Error('usage: crash-child.ts <request|tool> <persistence-root> <marker>')
+}
+const persistenceRoot = root
+const failpoint = marker
+
+class CrashAdapter extends LlmAdapter {
+  async * stream(_options: GenerateOptions): AsyncIterable<StreamChunk> {
+    if (mode === 'request') {
+      await writeFile(failpoint, 'request-dispatched')
+      await waitForCrash()
+      return
+    }
+    yield { type: 'block-start', index: 0, blockType: 'tool-call' }
+    yield {
+      type: 'block-end',
+      index: 0,
+      block: { type: 'tool-call', id: CallId('crash-call'), name: 'crash_tool', arguments: '{}' },
+    }
+    yield { type: 'finish', reason: { kind: 'tool-calls' } }
+  }
+}
+
+const ctx = new Context()
+await mountAgentLoopTestDependencies(ctx)
+await ctx.plugin(AgentLoop, { agents: [] })
+await ctx.plugin(SessionPersistenceJsonl, { root: persistenceRoot, compression: 'none' })
+await ctx.plugin(checkpointPolicy)
+ctx.llm.registerAdapter(['crash'], new CrashAdapter())
+ctx.tools.register({
+  name: 'crash_tool',
+  description: 'records an external effect and never returns',
+  parameters: {},
+  async execute() {
+    await writeFile(failpoint, 'tool-side-effect')
+    return waitForCrash()
+  },
+})
+
+const handle = await ctx.agents.create({
+  sessionId: SessionId('semantic-checkpoint-crash'),
+  agentOptions: { provider: 'crash', model: 'crash' },
+})
+handle.agent.send([{ type: 'text', text: 'exercise the crash boundary' }])
+await waitForCrash()

packages/session-persistence/session-checkpoint-policy/tests/session-checkpoint-policy.spec.ts

@@ -0,0 +1,212 @@
+import { afterEach, describe, expect, it } from 'vitest'
+import { Context } from 'cordis'
+import Loader from '@cordisjs/plugin-loader'
+import { agentEvents, type Agent } from '@deepseek-ai/dsh-agent'
+import LlmService, { CallId, type GenerateOptions, LlmAdapter, type StreamChunk } from '@deepseek-ai/dsh-llm'
+import SessionStore, { SessionId } from '@deepseek-ai/dsh-session'
+import type { SessionEvent, SessionHeader } from '@deepseek-ai/dsh-session'
+import SessionPersistence from '@deepseek-ai/dsh-session-persistence'
+import SystemPrompt from '@deepseek-ai/dsh-system-prompt'
+import ToolRegistry from '@deepseek-ai/dsh-tools'
+import * as checkpointPolicy from '../src/index.ts'
+
+const contexts: Context[] = []
+
+class TestPersistence extends SessionPersistence {
+  locate(_meta: SessionHeader): undefined { return undefined }
+  create(_meta: SessionHeader): Promise<void> { return Promise.resolve() }
+  append(_id: SessionId, _events: readonly SessionEvent[]): Promise<void> { return Promise.resolve() }
+  load(_id: SessionId): Promise<{ meta: SessionHeader; events: SessionEvent[] }> {
+    return Promise.reject(new Error('not used'))
+  }
+  list(): Promise<SessionHeader[]> { return Promise.resolve([]) }
+}
+
+class RecordingAdapter extends LlmAdapter {
+  constructor(private readonly order: string[]) { super() }
+  async * stream(_options: GenerateOptions): AsyncIterable<StreamChunk> {
+    this.order.push('adapter')
+    yield { type: 'finish', reason: { kind: 'stop' } }
+  }
+}
+
+async function setup(): Promise<Context> {
+  const ctx = new Context()
+  contexts.push(ctx)
+  await ctx.plugin(SessionStore)
+  await ctx.plugin(LlmService)
+  await ctx.plugin(SystemPrompt)
+  await ctx.plugin(ToolRegistry)
+  await ctx.plugin(TestPersistence)
+  await ctx.plugin(checkpointPolicy)
+  return ctx
+}
+
+async function drain(stream: AsyncIterable<StreamChunk>): Promise<void> {
+  for await (const _chunk of stream) { /* drain */ }
+}
+
+afterEach(async () => {
+  await Promise.all(contexts.splice(0).map(ctx => ctx.fiber.dispose()))
+})
+
+describe('session-checkpoint-policy request boundary', () => {
+  it('awaits the live session checkpoint before constructing the downstream model stream', async () => {
+    const ctx = await setup()
+    const session = ctx.sessions.create(SessionId('request-checkpoint'))
+    session.append('turn/start', { turn: 1, trigger: { kind: 'message', source: { kind: 'user' } } })
+    const gate = Promise.withResolvers<undefined>()
+    const order: string[] = []
+    ctx.on('session/flush', async () => {
+      order.push('flush:start')
+      await gate.promise
+      order.push('flush:end')
+    })
+    ctx.llm.registerAdapter(['mock'], new RecordingAdapter(order))
+
+    const pending = drain(ctx.llm.stream({
+      provider: 'mock', model: 'mock', messages: [], sessionId: session.id,
+    }))
+    await Promise.resolve()
+    expect(order).toEqual(['flush:start'])
+    gate.resolve(undefined)
+    await pending
+    expect(order).toEqual(['flush:start', 'flush:end', 'adapter'])
+  })
+
+  it('delegates a request without a live session without checkpointing', async () => {
+    const ctx = await setup()
+    const order: string[] = []
+    ctx.on('session/flush', () => { order.push('flush') })
+    ctx.llm.registerAdapter(['mock'], new RecordingAdapter(order))
+    await drain(ctx.llm.stream({ provider: 'mock', model: 'mock', messages: [] }))
+    expect(order).toEqual(['adapter'])
+  })
+
+  it('delegates an already-detached session id without checkpointing', async () => {
+    const ctx = await setup()
+    const order: string[] = []
+    ctx.on('session/flush', () => { order.push('flush') })
+    ctx.llm.registerAdapter(['mock'], new RecordingAdapter(order))
+    await drain(ctx.llm.stream({
+      provider: 'mock', model: 'mock', messages: [], sessionId: SessionId('detached'),
+    }))
+    expect(order).toEqual(['adapter'])
+  })
+
+  it('does not dispatch the adapter when the checkpoint rejects', async () => {
+    const ctx = await setup()
+    const session = ctx.sessions.create(SessionId('request-failure'))
+    const order: string[] = []
+    ctx.on('session/flush', () => Promise.reject(new Error('disk unavailable')))
+    ctx.llm.registerAdapter(['mock'], new RecordingAdapter(order))
+    await expect(drain(ctx.llm.stream({
+      provider: 'mock', model: 'mock', messages: [], sessionId: session.id,
+    }))).rejects.toThrow('disk unavailable')
+    expect(order).toEqual([])
+  })
+})
+
+describe('session-checkpoint-policy tool and step boundaries', () => {
+  it('awaits the checkpoint before a top-level tool body', async () => {
+    const ctx = await setup()
+    const session = ctx.sessions.create(SessionId('tool-checkpoint'))
+    const agent = { session } as Agent
+    const gate = Promise.withResolvers<undefined>()
+    const order: string[] = []
+    ctx.on('session/flush', async () => {
+      order.push('flush:start')
+      await gate.promise
+      order.push('flush:end')
+    })
+    ctx.tools.register({
+      name: 'write', description: 'side effect', parameters: {},
+      execute: async () => { order.push('tool'); return [] },
+    })
+
+    const pending = ctx.tools.execute({
+      callId: CallId('write-1'), name: 'write', arguments: {}, agent,
+    })
+    await Promise.resolve()
+    expect(order).toEqual(['flush:start'])
+    gate.resolve(undefined)
+    await expect(pending).resolves.toMatchObject({ isError: false })
+    expect(order).toEqual(['flush:start', 'flush:end', 'tool'])
+  })
+
+  it('turns a rejected checkpoint into an error result without running the tool body', async () => {
+    const ctx = await setup()
+    const session = ctx.sessions.create(SessionId('tool-failure'))
+    const agent = { session } as Agent
+    let ran = false
+    ctx.on('session/flush', () => Promise.reject(new Error('disk unavailable')))
+    ctx.tools.register({
+      name: 'write', description: 'side effect', parameters: {},
+      execute: async () => { ran = true; return [] },
+    })
+    const result = await ctx.tools.execute({
+      callId: CallId('write-2'), name: 'write', arguments: {}, agent,
+    })
+    expect(result.isError).toBe(true)
+    expect(result.content).toEqual([{ type: 'text', text: 'Error: disk unavailable' }])
+    expect(ran).toBe(false)
+  })
+
+  it('reuses the outer checkpoint for a nested tool dispatch', async () => {
+    const ctx = await setup()
+    const session = ctx.sessions.create(SessionId('nested-tool'))
+    const agent = { session } as Agent
+    let flushes = 0
+    ctx.on('session/flush', () => { flushes += 1 })
+    ctx.tools.register({ name: 'nested', description: 'nested', parameters: {}, execute: async () => [] })
+    await ctx.tools.execute({
+      callId: CallId('nested-1'), name: 'nested', arguments: {}, agent,
+      parent: Symbol('outer') as never,
+    })
+    expect(flushes).toBe(0)
+  })
+
+  it('checkpoints the complete recorded step at agent/post-step', async () => {
+    const ctx = await setup()
+    const session = ctx.sessions.create(SessionId('post-step'))
+    const agent = { session } as Agent
+    const flushed: string[] = []
+    ctx.on('session/flush', (current) => { flushed.push(current.id) })
+    await agentEvents(ctx, agent).serial(
+      'agent/post-step', 1, 1, new AbortController().signal,
+    )
+    expect(flushed).toEqual([session.id])
+  })
+})
+
+describe('session-checkpoint-policy lifecycle', () => {
+  it('removes its wrappers when the owning fiber is disposed', async () => {
+    const ctx = new Context()
+    contexts.push(ctx)
+    await ctx.plugin(SessionStore)
+    await ctx.plugin(LlmService)
+    await ctx.plugin(SystemPrompt)
+    await ctx.plugin(ToolRegistry)
+    await ctx.plugin(TestPersistence)
+    const session = ctx.sessions.create(SessionId('disposed-policy'))
+    let flushes = 0
+    ctx.on('session/flush', () => { flushes += 1 })
+    ctx.llm.registerAdapter(['mock'], new RecordingAdapter([]))
+    const fiber = await ctx.plugin(checkpointPolicy)
+    await drain(ctx.llm.stream({ provider: 'mock', model: 'mock', messages: [], sessionId: session.id }))
+    expect(flushes).toBe(1)
+    await fiber.dispose()
+    await drain(ctx.llm.stream({ provider: 'mock', model: 'mock', messages: [], sessionId: session.id }))
+    expect(flushes).toBe(1)
+  })
+
+  it('keeps the Loader-safe namespace plugin shape', () => {
+    expect('default' in checkpointPolicy).toBe(false)
+    const loader = Object.create(Loader.prototype) as Loader
+    const unwrapped = loader.unwrapExports(checkpointPolicy) as Record<string, unknown>
+    expect(unwrapped).toBe(checkpointPolicy)
+    expect(unwrapped.name).toBe('session-checkpoint-policy')
+    expect(unwrapped.inject).toEqual(['llm', 'sessionPersistence', 'sessions', 'tools'])
+    expect(typeof unwrapped.apply).toBe('function')
+  })
+})

packages/session-persistence/session-checkpoint-policy/tsconfig.json

@@ -0,0 +1,33 @@
+{
+  "extends": "../../../tsconfig.base.json",
+  "compilerOptions": {
+    "rootDir": "src",
+    "outDir": "lib/types"
+  },
+  "include": [
+    "src"
+  ],
+  "references": [
+    {
+      "path": "../../../vendor/cosmokit"
+    },
+    {
+      "path": "../../../vendor/cordis"
+    },
+    {
+      "path": "../../core/agent"
+    },
+    {
+      "path": "../../llm/llm"
+    },
+    {
+      "path": "../../core/session"
+    },
+    {
+      "path": "../../session-persistence/session-persistence"
+    },
+    {
+      "path": "../../core/tools"
+    }
+  ]
+}