Files
gstack/test/helpers/agent-sdk-runner.ts
T
Garry Tan 4dfdb7cdc2 v1.57.2.0 feat: AskUserQuestion prose fallback when the tool fails at runtime (#1908)
* feat(auq): add gstack-session-kind + echo SESSION_KIND in preamble

Classifies the session as spawned | headless | interactive from env markers
(OPENCLAW_SESSION / GSTACK_HEADLESS / CONDUCTOR_* / CLAUDE_CODE_ENTRYPOINT / CI),
defaulting to interactive. Echoed once at skill start alongside BRANCH/REPO_MODE
so the AskUserQuestion-failure fallback can branch without a shell-out at failure
time. Degrade-safe: empty/error => interactive.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat(auq): prose fallback when AskUserQuestion fails (interactive sessions)

On a genuine AUQ failure (tool absent, or present-but-erroring like Conductor's
flaky MCP returning '[Tool result missing due to internal error]'): retry once,
then branch on SESSION_KIND — spawned auto-chooses, headless BLOCKs, interactive
renders a prose decision brief the user answers by typing a letter.

The prose fallback MUST surface the triad: a clear ELI10 of the issue, a
per-choice Completeness score, and a recommendation+why (one paragraph per
choice). Carves out the [plan-tune auto-decide] denial as NOT a failure, and
qualifies the former 'tool_use, not prose' assertions so the rule isn't
self-contradicting. Tests pin the triad, the SESSION_KIND branch, the OV2
collision guard, the always-loaded guarantee, and a cross-file invariant on the
auto-decide prefix.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* test(auq): default GSTACK_HEADLESS=1 in eval/E2E runners

Headless harness runs classify as headless (BLOCK on AUQ failure rather than
emit a prose question no one reads). SDK runner uses ambient mutation, not the
Options.env object, to avoid breaking the SDK auth pipeline. Interactive-path
suites opt out by overriding the env per-run.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat(auq): defensive PostToolUse error-fallback hook (OV3:B)

When an AskUserQuestion call returns an error/missing result, this hook injects
additionalContext reminding the model to run the prose fallback for the current
SESSION_KIND. It does not render prose itself — it guarantees the reminder fires
at the moment of failure instead of relying on the model recalling SESSION_KIND.

Inert on success and inert if the platform never invokes PostToolUse on tool
errors (unverified — could not force the Conductor MCP error in a harness; see
the spike doc). The prompt-level fallback covers the case regardless. Decision
logic is unit-tested deterministically; registered in setup beside the existing
AUQ hooks.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore(auq): regenerate SKILL.md for all hosts + refresh ship goldens

Regenerated from the resolver changes (gen:skill-docs --host all). Refreshes the
byte-exact ship golden fixtures (claude/codex/factory). Spec prose tightened so
the cross-cutting preamble addition stays under the 5% per-skill parity ceiling
(investigate 4.8%) — guard unchanged.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(test): kebab testNames for section-loading E2Es to match TOUCHFILES keys

The two section-loading E2E tests used display-form testNames ('/ship
section-loading', '/plan-ceo-review section-loading') while every other E2E
testName and their E2E_TOUCHFILES keys are kebab. The completeness gate does an
exact `name in E2E_TOUCHFILES` check, so it failed (pre-existing on main); diff-
based selection also couldn't match them. Align to ship-section-loading /
plan-ceo-section-loading.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(test): make external-host freshness checks deterministic

The parameterized host smoke + --host all freshness tests assumed an external
`gen:skill-docs --host all` had run first (it never does in `bun test`), so which
host reported STALE varied by sibling-test timing — flaky. Regenerate the
gitignored external host dirs in a beforeAll so the --dry-run check is
deterministic. It still catches non-deterministic generation (the real bug class
for regenerated outputs); the tracked-claude freshness test runs earlier and is
unaffected.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* test(parity): headroom for AUQ cross-cutting addition on carved document-release

Merging main brought the carve of document-release (smaller skeleton); the AUQ
prose-fallback adds ~2KB to every skill's always-loaded preamble, landing
document-release at ~5.9% over the pre-carve v1.53.0.0 baseline. Add a per-carve
maxSizeRatio override (CARVE_GUARDS single source of truth) and bump only this
skill to 1.08. All other skills keep the strict 1.05 ceiling.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(auq): harden error-fallback hook + harness per adversarial review

Codex pre-landing review found three real issues:
- The PostToolUse fallback hook shared source 'plan-tune-cathedral' with the
  question-log hook (same event+matcher); gstack-settings-hook replaces the entry,
  so it would have clobbered plan-tune capture. Give it its own 'auq-error-fallback'
  source (separate entry, both run); ALREADY_INSTALLED now requires both sources.
- isErrorResponse triggered on any string containing 'internal error'/'is_error',
  so a real answer or a {"is_error": false} payload could fire the fallback after a
  successful question. Narrow it to the missing-result sentinel + boolean is_error.
- The SDK runner mutated process.env.GSTACK_HEADLESS process-wide (leaked headless
  into later tests). Removed; GSTACK_HEADLESS=1 now lives in the eval package.json
  scripts, scoped to the invocation and inherited by the SDK child.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore: bump version and changelog (v1.57.2.0)

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-07 21:38:21 -07:00

569 lines
22 KiB
TypeScript

/**
* Claude Agent SDK wrapper for the overlay-efficacy harness.
*
* This sits alongside session-runner.ts (which drives `claude -p` as a
* subprocess) but runs the model via the published @anthropic-ai/claude-agent-sdk
* instead. The SDK exposes the same harness primitives Claude Code itself uses,
* so overlay-driven behavior change is measured against a closer approximation
* of real Claude Code than the `claude -p` subprocess path provides.
*
* Explicit design rules (from plan review):
* - Use SDK-exported SDKMessage types. No `| unknown` union collapse.
* - Permission surface is explicit: bypassPermissions + settingSources:[] +
* disallowedTools inverse. Without these, the SDK inherits user settings,
* project .claude/, and local hooks, and arms are no longer comparable.
* - Binary pinning via pathToClaudeCodeExecutable. Resolve with `which claude`
* at setup time; the SDK would otherwise use its bundled binary.
* - 3-shape rate-limit detection: thrown error, result-message error subtype,
* mid-stream SDKRateLimitEvent. All three recover on retry.
* - On retry, caller resets workspace via a setupWorkspace callback so
* partial Bash side-effects don't contaminate the next attempt.
* - Process-level semaphore caps concurrent queries across all callers in
* the same bun-test process. Composes with bun's own --concurrent flag.
*/
import {
query,
type SDKMessage,
type SDKAssistantMessage,
type SDKResultMessage,
type SDKSystemMessage,
type PermissionMode,
type SettingSource,
type Options,
type CanUseTool,
} from '@anthropic-ai/claude-agent-sdk';
import * as fs from 'fs';
import * as path from 'path';
import { resolveClaudeBinary as resolveClaudeBinaryShared } from '../../browse/src/claude-bin';
import type { SkillTestResult } from './session-runner';
// ---------------------------------------------------------------------------
// Types
// ---------------------------------------------------------------------------
export interface AgentSdkResult {
/** Full raw event stream for forensic recovery. */
events: SDKMessage[];
/** Assistant-typed subset, in order. */
assistantTurns: SDKAssistantMessage[];
/** Flat tool-call list, in order of emission. */
toolCalls: Array<{ tool: string; input: unknown; output: string }>;
/** Concatenated assistant text, newline-joined. */
output: string;
/** 'success' | 'error_during_execution' | 'error_max_turns' | ... */
exitReason: string;
turnsUsed: number;
durationMs: number;
firstResponseMs: number;
maxInterTurnMs: number;
costUsd: number;
model: string;
sdkVersion: string;
/** claude_code_version from the SDK's system/init event (authoritative). */
sdkClaudeCodeVersion: string;
/** Path to the claude binary we pinned. */
resolvedBinaryPath: string;
/** browse-error pattern scan for SkillTestResult parity. Always empty here. */
browseErrors: string[];
}
/** Signature matching `query()` from the SDK. DI hook for unit tests. */
export type QueryProvider = typeof query;
/** Subset of SDK Options['systemPrompt'] we support. */
export type SystemPromptOption =
| string
| { type: 'preset'; preset: 'claude_code'; append?: string; excludeDynamicSections?: boolean };
export interface RunAgentSdkOptions {
/**
* System prompt surface.
* - bare string "" -> omit entirely (SDK default: no system prompt)
* - bare string "...text..." -> REPLACE default with given text (use sparingly)
* - { type:'preset', preset:'claude_code' } -> use Claude Code default
* - { type:'preset', preset:'claude_code', append: "..." } -> default + append
*
* For overlay-efficacy measurement, the preset+append pattern is the right
* one: it measures "does adding overlay text to the REAL Claude Code system
* prompt change behavior" rather than "does the overlay alone (stripped of
* base scaffolding) change behavior".
*/
systemPrompt: SystemPromptOption;
userPrompt: string;
workingDirectory: string;
model?: string;
maxTurns?: number;
allowedTools?: string[];
disallowedTools?: string[];
permissionMode?: PermissionMode;
settingSources?: SettingSource[];
env?: Record<string, string>;
pathToClaudeCodeExecutable?: string;
testName?: string;
runId?: string;
fixtureId?: string;
queryProvider?: QueryProvider;
/** Max 429 retries per call. Default 3. */
maxRetries?: number;
/**
* Caller provides this when retry should reset the workspace. The harness
* invokes it with a fresh dir after a rate-limit failure. When omitted,
* retries reuse the original workingDirectory (fine for read-only tests).
*/
onRetry?: (freshDir: string) => void;
/**
* Optional canUseTool callback. When supplied, the harness flips
* permissionMode from 'bypassPermissions' to 'default' so the SDK actually
* routes tool-use approval decisions through the callback. Without this
* flip, bypassPermissions short-circuits the callback and tests that want
* to assert on AskUserQuestion content silently pass without asserting.
*
* Callback contract matches the SDK: fires on every tool-use approval
* request and on AskUserQuestion invocations. For non-AskUserQuestion
* tools that tests don't care about, use `passThroughNonAskUserQuestion`
* to auto-allow them.
*/
canUseTool?: CanUseTool;
}
/**
* Pass-through helper: auto-allows any tool_use that isn't AskUserQuestion.
* Most plan-mode handshake tests only care about the handshake AskUserQuestion;
* every other tool (Read, Grep, Bash, Write, Edit, ExitPlanMode) should just
* run. Compose with a test-specific AskUserQuestion handler:
*
* canUseTool: async (toolName, input, options) => {
* if (toolName === 'AskUserQuestion') {
* // custom assertions + canned answer
* return { behavior: 'allow', updatedInput: { questions: input.questions, answers: {...} } };
* }
* return passThroughNonAskUserQuestion(toolName, input);
* }
*/
export function passThroughNonAskUserQuestion(
toolName: string,
input: Record<string, unknown>,
): { behavior: 'allow'; updatedInput: Record<string, unknown> } {
// SDK requires an allow response to include updatedInput — pass the original
// input through unchanged so the tool runs as the model intended.
void toolName;
return { behavior: 'allow', updatedInput: input };
}
export class RateLimitExhaustedError extends Error {
readonly attempts: number;
constructor(attempts: number, cause?: unknown) {
super(`rate limit exhausted after ${attempts} attempts`);
this.name = 'RateLimitExhaustedError';
this.attempts = attempts;
if (cause !== undefined) (this as { cause?: unknown }).cause = cause;
}
}
// ---------------------------------------------------------------------------
// Process-level semaphore for API concurrency
// ---------------------------------------------------------------------------
/**
* Bounded token bucket. Shared across all runAgentSdkTest calls in this
* process so that bun's --concurrent flag does not compound with in-test
* concurrency to blow past Anthropic's rate limits.
*
* Default capacity 3. Override via GSTACK_SDK_MAX_CONCURRENCY env var.
*/
class Semaphore {
private available: number;
private readonly queue: Array<() => void> = [];
constructor(capacity: number) {
this.available = capacity;
}
async acquire(): Promise<void> {
if (this.available > 0) {
this.available--;
return;
}
await new Promise<void>((resolve) => this.queue.push(resolve));
}
release(): void {
const next = this.queue.shift();
if (next) {
next();
} else {
this.available++;
}
}
/** For tests. Returns tokens currently in-flight. */
inFlight(): number {
// Not introspectable from outside without tracking; approximate.
return this.queue.length;
}
}
const DEFAULT_SDK_CONCURRENCY = Number(process.env.GSTACK_SDK_MAX_CONCURRENCY ?? 3);
let _apiSemaphore: Semaphore | null = null;
function getApiSemaphore(): Semaphore {
if (!_apiSemaphore) _apiSemaphore = new Semaphore(DEFAULT_SDK_CONCURRENCY);
return _apiSemaphore;
}
/** Test-only. Resets the process-level semaphore. */
export function __resetSemaphoreForTests(capacity: number): void {
_apiSemaphore = new Semaphore(capacity);
}
// ---------------------------------------------------------------------------
// Rate-limit detection
// ---------------------------------------------------------------------------
/** True if `err` looks like a rate-limit thrown from the SDK. */
export function isRateLimitThrown(err: unknown): boolean {
if (!err || typeof err !== 'object') return false;
const msg = (err as { message?: string }).message ?? '';
const name = (err as { name?: string }).name ?? '';
const status = (err as { status?: number }).status;
return (
status === 429 ||
/rate.?limit|429|too many requests/i.test(msg) ||
/RateLimit/i.test(name)
);
}
/** True if a SDKResultMessage is a rate-limit-shaped error. */
export function isRateLimitResult(msg: SDKMessage): boolean {
if (msg.type !== 'result') return false;
const r = msg as SDKResultMessage;
if (r.subtype === 'success') return false;
// subtype === 'error_during_execution' | 'error_max_turns' | 'error_max_budget_usd' | ...
if (r.subtype !== 'error_during_execution') return false;
const errs = (r as { errors?: string[] }).errors ?? [];
return errs.some((e) => /rate.?limit|429|too many requests/i.test(e));
}
/** True if mid-stream SDKRateLimitEvent indicates a blocking rate-limit. */
export function isRateLimitEvent(msg: SDKMessage): boolean {
if (msg.type !== 'rate_limit_event') return false;
const info = (msg as { rate_limit_info?: { status?: string } }).rate_limit_info;
return info?.status === 'rejected';
}
/**
* True if `err` is the SDK's "max turns reached" throw. Some SDK versions
* raise this as an exception from the generator instead of emitting a
* result message with subtype='error_max_turns'. We treat it as terminal-
* but-recoverable: record what we collected and continue, rather than
* failing the whole run.
*/
export function isMaxTurnsError(err: unknown): boolean {
if (!err || typeof err !== 'object') return false;
const msg = (err as { message?: string }).message ?? '';
return /reached maximum number of turns|max.?turns/i.test(msg);
}
// ---------------------------------------------------------------------------
// Version resolution (cached)
// ---------------------------------------------------------------------------
let _sdkVersionCache: string | null = null;
function resolveSdkVersion(): string {
if (_sdkVersionCache) return _sdkVersionCache;
try {
const pkgPath = require.resolve('@anthropic-ai/claude-agent-sdk/package.json');
const pkg = JSON.parse(fs.readFileSync(pkgPath, 'utf-8')) as { version?: string };
_sdkVersionCache = pkg.version ?? 'unknown';
} catch {
_sdkVersionCache = 'unknown';
}
return _sdkVersionCache;
}
export function resolveClaudeBinary(): string | null {
return resolveClaudeBinaryShared();
}
// ---------------------------------------------------------------------------
// Main runner
// ---------------------------------------------------------------------------
/**
* Execute a single SDK query with retries. Returns a typed result.
*
* The retry loop treats 429 as recoverable and any other error as fatal.
* Exponential backoff: 1s, 2s, 4s. After maxRetries failures, throws
* RateLimitExhaustedError so the caller can decide what to do with the run.
*/
export async function runAgentSdkTest(
opts: RunAgentSdkOptions,
): Promise<AgentSdkResult> {
const sem = getApiSemaphore();
const maxRetries = opts.maxRetries ?? 3;
const queryImpl: QueryProvider = opts.queryProvider ?? query;
const model = opts.model ?? 'claude-opus-4-7';
// NOTE on GSTACK_HEADLESS: the SDK child inherits process.env, so headless
// classification for eval/E2E runs is set by the `test:gate` / `test:evals`
// package.json scripts (scoped to that invocation), NOT mutated here. We must not
// pass sdkOpts.env (it breaks the SDK auth pipeline — see CLAUDE.md) and must not
// mutate process.env ambiently (it would leak headless into later interactive-path
// tests in the same Bun process — Codex review finding).
let attempt = 0;
let lastErr: unknown = null;
while (attempt <= maxRetries) {
await sem.acquire();
const startMs = Date.now();
// Hoisted so the max-turns catch branch can synthesize a result from
// whatever we captured before the SDK threw.
const events: SDKMessage[] = [];
const assistantTurns: SDKAssistantMessage[] = [];
const toolCalls: Array<{ tool: string; input: unknown; output: string }> = [];
const assistantTextParts: string[] = [];
let firstResponseMs = 0;
let lastEventMs = startMs;
let maxInterTurnMs = 0;
let systemInitVersion = 'unknown';
let rateLimited: unknown = null;
let terminalResult: SDKResultMessage | null = null;
try {
// When canUseTool is supplied, the SDK must route tool-use approval
// decisions through the callback. bypassPermissions short-circuits
// that. Flip to 'default' mode so canUseTool actually fires. Tests
// that want AskUserQuestion interception without this flip would
// silently auto-pass — the exact testability gap D14/D4-eng fix.
const hasCanUseTool = typeof opts.canUseTool === 'function';
const resolvedPermissionMode: PermissionMode =
opts.permissionMode ?? (hasCanUseTool ? 'default' : 'bypassPermissions');
// When canUseTool is supplied, ensure AskUserQuestion is in the allowed
// tools list. Without it, Claude can't invoke AskUserQuestion at all
// and the callback never has a chance to fire on it.
const baseTools = opts.allowedTools ?? ['Read', 'Glob', 'Grep', 'Bash'];
const resolvedTools =
hasCanUseTool && !baseTools.includes('AskUserQuestion')
? [...baseTools, 'AskUserQuestion']
: baseTools;
const sdkOpts: Options = {
model,
cwd: opts.workingDirectory,
maxTurns: opts.maxTurns ?? 5,
tools: resolvedTools,
disallowedTools: opts.disallowedTools,
allowedTools: resolvedTools,
permissionMode: resolvedPermissionMode,
allowDangerouslySkipPermissions: resolvedPermissionMode === 'bypassPermissions',
settingSources: opts.settingSources ?? [],
env: opts.env,
pathToClaudeCodeExecutable: opts.pathToClaudeCodeExecutable,
...(hasCanUseTool ? { canUseTool: opts.canUseTool } : {}),
};
// Empty bare string means "omit entirely" (SDK runs with no override).
// Any object or non-empty string is passed through.
if (typeof opts.systemPrompt === 'object' || opts.systemPrompt !== '') {
sdkOpts.systemPrompt = opts.systemPrompt;
}
const q = queryImpl({
prompt: opts.userPrompt,
options: sdkOpts,
});
for await (const ev of q) {
const now = Date.now();
if (firstResponseMs === 0) firstResponseMs = now - startMs;
const interTurn = now - lastEventMs;
if (interTurn > maxInterTurnMs) maxInterTurnMs = interTurn;
lastEventMs = now;
events.push(ev);
if (ev.type === 'system' && (ev as SDKSystemMessage).subtype === 'init') {
systemInitVersion =
(ev as SDKSystemMessage).claude_code_version ?? 'unknown';
} else if (ev.type === 'assistant') {
const am = ev as SDKAssistantMessage;
assistantTurns.push(am);
const content = am.message?.content;
if (Array.isArray(content)) {
for (const block of content as Array<
| { type: 'text'; text?: string }
| { type: 'tool_use'; name?: string; input?: unknown }
| { type: string }
>) {
if (block.type === 'text') {
const t = (block as { text?: string }).text;
if (t) assistantTextParts.push(t);
} else if (block.type === 'tool_use') {
const tb = block as { name?: string; input?: unknown };
toolCalls.push({
tool: tb.name ?? 'unknown',
input: tb.input ?? {},
output: '',
});
}
}
}
} else if (isRateLimitEvent(ev)) {
rateLimited = new Error(
`mid-stream rate limit: ${JSON.stringify(
(ev as { rate_limit_info?: unknown }).rate_limit_info,
)}`,
);
} else if (ev.type === 'result') {
terminalResult = ev as SDKResultMessage;
if (isRateLimitResult(ev)) {
rateLimited = new Error(
`result-message rate limit: ${((ev as { errors?: string[] }).errors ?? []).join('; ')}`,
);
}
}
}
if (rateLimited) {
throw rateLimited;
}
if (!terminalResult) {
throw new Error('query stream ended without a result event');
}
const durationMs = Date.now() - startMs;
const costUsd =
(terminalResult as { total_cost_usd?: number }).total_cost_usd ?? 0;
const turnsUsed =
(terminalResult as { num_turns?: number }).num_turns ??
assistantTurns.length;
const exitReason =
(terminalResult as { subtype?: string }).subtype ?? 'unknown';
return {
events,
assistantTurns,
toolCalls,
output: assistantTextParts.join('\n'),
exitReason,
turnsUsed,
durationMs,
firstResponseMs,
maxInterTurnMs,
costUsd,
model,
sdkVersion: resolveSdkVersion(),
sdkClaudeCodeVersion: systemInitVersion,
resolvedBinaryPath: opts.pathToClaudeCodeExecutable ?? 'sdk-default',
browseErrors: [],
};
} catch (err) {
lastErr = err;
// "Max turns reached" is the SDK's way of saying "this session ran
// out of turns." It's thrown from the generator instead of emitted
// as a result message. Treat as a successful-but-capped trial: the
// assistant turns we collected are real and carry a metric. Record
// them with exitReason='error_max_turns' rather than failing the
// whole run.
if (isMaxTurnsError(err)) {
const durationMs = Date.now() - startMs;
return {
events,
assistantTurns,
toolCalls,
output: assistantTextParts.join('\n'),
exitReason: 'error_max_turns',
turnsUsed: assistantTurns.length,
durationMs,
firstResponseMs,
maxInterTurnMs,
costUsd: 0, // unknown from thrown-error path
model,
sdkVersion: resolveSdkVersion(),
sdkClaudeCodeVersion: systemInitVersion,
resolvedBinaryPath: opts.pathToClaudeCodeExecutable ?? 'sdk-default',
browseErrors: [],
};
}
const isRetryable = isRateLimitThrown(err);
if (!isRetryable || attempt >= maxRetries) {
if (isRetryable) {
throw new RateLimitExhaustedError(attempt + 1, err);
}
throw err;
}
attempt++;
// backoff: 1s, 2s, 4s
await new Promise((r) => setTimeout(r, 1000 * Math.pow(2, attempt - 1)));
// Let caller reset workspace since prior attempt may have partially
// mutated files via Bash.
if (opts.onRetry) {
opts.onRetry(opts.workingDirectory);
}
} finally {
sem.release();
}
}
throw new RateLimitExhaustedError(attempt + 1, lastErr);
}
// ---------------------------------------------------------------------------
// Legacy shape mapper
// ---------------------------------------------------------------------------
/**
* Adapt AgentSdkResult to the legacy SkillTestResult shape so helpers that
* expect the old `claude -p` output (extractToolSummary, etc) work unchanged.
*/
export function toSkillTestResult(r: AgentSdkResult): SkillTestResult {
// Cost estimate: use SDK's authoritative cost; back-compute chars.
// session-runner.ts:30 requires inputChars/outputChars/estimatedTokens.
// These are rough; real consumers of CostEstimate use cost + turns.
const outputChars = r.output.length;
const inputChars = 0; // unknown from SDK path; not used for pass/fail
const estimatedTokens = Math.round((inputChars + outputChars) / 4);
// Build a flat transcript list mimicking the NDJSON shape:
// parseNDJSON emits [{ type: 'assistant', message: {...} }, ...].
// Use the SDK's assistantTurns directly since their shape matches.
const transcript: unknown[] = r.events.slice();
return {
toolCalls: r.toolCalls,
browseErrors: r.browseErrors,
exitReason: r.exitReason,
duration: r.durationMs,
output: r.output,
costEstimate: {
inputChars,
outputChars,
estimatedTokens,
estimatedCost: r.costUsd,
turnsUsed: r.turnsUsed,
},
transcript,
model: r.model,
firstResponseMs: r.firstResponseMs,
maxInterTurnMs: r.maxInterTurnMs,
};
}
// ---------------------------------------------------------------------------
// Metric helpers (re-exported for fixtures)
// ---------------------------------------------------------------------------
/**
* Count `tool_use` blocks in the first assistant turn of an SDK result.
* Returns 0 if there is no first turn or no content array.
*
* This is the core "fanout" metric. A turn with N tool_use blocks = N
* parallel tool invocations.
*/
export function firstTurnParallelism(firstTurn: SDKAssistantMessage | undefined): number {
if (!firstTurn) return 0;
const content = firstTurn.message?.content;
if (!Array.isArray(content)) return 0;
return (content as Array<{ type: string }>).filter((b) => b.type === 'tool_use').length;
}