feat: MistakeTracker + file-provenance ledger (v2.7.4)
Two native-inference hardening features from boocode_code_review_v2 §1 #12. MistakeTracker: new pure mistake-tracker.ts tracks consecutive heterogeneous tool failures (kinds surfaced per tool from tool-phase.ts). On 3 in a row the turn loop soft-nudges (model-facing recovery guidance + mistake_recovery sentinel + reset), then escalates to stopping the turn (cap-hit-style, Continue affordance) on a re-trip. Complements doom-loop (identical repeats) + cap-hit. File-provenance ledger: compaction.ts derives a deterministic ## Files Read list from the head messages' read-tool calls and injects it into the rolling-summary prompt so provenance survives compaction (no new table; read-only). mistake_recovery sentinel: MessageMetadata arm (server + web) + MessageBubble render branch. Built by 2 parallel agents. Server 545 tests passing (23 new); build + web tsc clean. Native-inference only. Builds on v2.7.3. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
@@ -19,6 +19,14 @@ export type {
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} from './turn.js';
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export type { ToolPhaseResult } from './tool-phase.js';
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export { detectDoomLoop, DOOM_LOOP_THRESHOLD } from './sentinels.js';
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export {
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detectMistakePattern,
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freshMistakeState,
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recordStep,
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MISTAKE_THRESHOLD,
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MISTAKE_RECOVERY_NOTE,
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} from './mistake-tracker.js';
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export type { FailureKind, MistakeState } from './mistake-tracker.js';
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export { buildMessagesPayload } from './payload.js';
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export { generateToolUseSummary } from './tool-summaries.js';
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export type { ToolInfo } from './tool-summaries.js';
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69
apps/server/src/services/inference/mistake-tracker.ts
Normal file
69
apps/server/src/services/inference/mistake-tracker.ts
Normal file
@@ -0,0 +1,69 @@
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// v#12 MistakeTracker: heterogeneous-failure recovery. Complements the
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// doom-loop guard (sentinels.ts:detectDoomLoop, which only catches *identical*
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// repeats) by catching a run of consecutive tool FAILURES the model isn't
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// recovering from — even when each failure is a *different* error. Algorithm
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// reimplemented from cline's mistake-counting pattern (NOT vendored).
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//
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// Pure module — mirrors sentinels.ts:detectDoomLoop. No DB, no I/O. The state
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// lives loop-local in TurnArgs (reset per runInference, like recentToolCalls).
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// The failure taxonomy already distinguished in tool-phase.ts:executeToolCall.
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// 'api_error' is reserved for upstream-model failures surfaced as tool outcomes
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// (no current emit site on apps/server, but the union mirrors the design doc
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// so a future caller can record it without a type change).
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export type FailureKind =
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| 'zod_reject'
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| 'tool_not_found'
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| 'exec_error'
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| 'api_error'
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| 'permission_denied';
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// Smallest streak that doesn't false-positive on a model that retries once
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// after a transient error. Matches DOOM_LOOP_THRESHOLD's rationale.
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export const MISTAKE_THRESHOLD = 3;
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export interface MistakeState {
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// The current consecutive-failure streak (any successful tool step clears it).
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run: FailureKind[];
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// How many recovery nudges have fired without an intervening success. Used to
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// escalate (stop the turn) on the second trip rather than nudging forever.
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nudges: number;
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}
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export function freshMistakeState(): MistakeState {
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return { run: [], nudges: 0 };
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}
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// Record one tool step's outcome. A 'success' clears BOTH the streak and the
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// nudge counter (the model recovered). A FailureKind pushes onto the streak.
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export function recordStep(
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state: MistakeState,
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outcome: FailureKind | 'success',
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): void {
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if (outcome === 'success') {
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state.run = [];
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state.nudges = 0;
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return;
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}
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state.run.push(outcome);
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}
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// Decide whether to intervene given the current streak. When the streak has
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// reached MISTAKE_THRESHOLD: 'nudge' the first time (no nudge fired yet),
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// 'escalate' if it trips again while a nudge is already outstanding (no
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// intervening success cleared `nudges`). Below threshold → null.
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//
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// Pure — the caller is responsible for mutating `nudges`/`run` after acting on
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// the decision (mirrors how turn.ts consumes detectDoomLoop's result).
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export function detectMistakePattern(
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state: MistakeState,
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): 'nudge' | 'escalate' | null {
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if (state.run.length < MISTAKE_THRESHOLD) return null;
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return state.nudges === 0 ? 'nudge' : 'escalate';
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}
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// Model-facing guidance injected (transiently, for the next step only) when a
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// nudge fires. Short + declarative for the same reliability reason as the
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// cap-hit / doom-loop notes.
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export const MISTAKE_RECOVERY_NOTE =
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"You've hit several different errors in a row. Stop retrying variations — re-read the tool schemas, verify file paths and arguments exist before calling, and try a fundamentally different approach.";
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@@ -717,3 +717,57 @@ async function insertDoomLoopSentinel(
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metadata,
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});
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}
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// #12 MistakeTracker: heterogeneous-failure recovery sentinel. Mirrors
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// insertDoomLoopSentinel structurally — a role='system', status='complete' row
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// firing the standard message_started → delta → message_complete frame
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// sequence. Two variants distinguished by `escalated`:
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// - escalated:false → a nudge fired; recovery guidance was injected into the
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// model's next step and the loop continued. can_continue is true (the turn
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// is still live).
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// - escalated:true → the nudge didn't break the failure run; the turn was
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// stopped (cap-hit-style). can_continue is true so the UI can still offer a
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// Continue affordance — a fresh user turn resets the tracker.
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export async function insertMistakeRecoverySentinel(
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ctx: InferenceContext,
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sessionId: string,
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chatId: string,
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opts: { failureKinds: string[]; count: number; escalated: boolean; canContinue: boolean },
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): Promise<void> {
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const metadata: MessageMetadata = {
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kind: 'mistake_recovery',
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failure_kinds: opts.failureKinds,
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count: opts.count,
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escalated: opts.escalated,
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can_continue: opts.canContinue,
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};
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const content = opts.escalated
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? `Repeated different errors persisted after a recovery nudge (${opts.count} in a row). Stopping the tool-call loop.`
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: `Hit ${opts.count} different errors in a row. Injected recovery guidance and continuing.`;
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const [row] = await ctx.sql<{ id: string }[]>`
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INSERT INTO messages (session_id, chat_id, role, content, status, created_at, metadata)
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VALUES (${sessionId}, ${chatId}, 'system', ${content}, 'complete', clock_timestamp(), ${ctx.sql.json(metadata as never)})
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RETURNING id
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`;
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// Standard frame sequence — same as cap-hit / doom-loop sentinels.
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ctx.publish(sessionId, {
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type: 'message_started',
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message_id: row!.id,
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chat_id: chatId,
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role: 'system',
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});
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ctx.publish(sessionId, {
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type: 'delta',
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message_id: row!.id,
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chat_id: chatId,
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content,
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});
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ctx.publish(sessionId, {
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type: 'message_complete',
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message_id: row!.id,
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chat_id: chatId,
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metadata,
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});
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}
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@@ -48,6 +48,18 @@ export function isDoomLoopSentinel(m: Message): boolean {
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);
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}
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export function isAnySentinel(m: Message): boolean {
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return isCapHitSentinel(m) || isDoomLoopSentinel(m);
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// #12: mistake-recovery sentinel. Same UI-only semantics as cap-hit /
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// doom-loop — never sent to the LLM (filtered via the isAnySentinel check
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// below, which buildMessagesPayload + buildHeadPayload both consult).
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export function isMistakeRecoverySentinel(m: Message): boolean {
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return (
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m.role === 'system' &&
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m.metadata !== null &&
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typeof m.metadata === 'object' &&
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(m.metadata as { kind?: unknown }).kind === 'mistake_recovery'
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);
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}
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export function isAnySentinel(m: Message): boolean {
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return isCapHitSentinel(m) || isDoomLoopSentinel(m) || isMistakeRecoverySentinel(m);
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}
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@@ -17,6 +17,7 @@ import { formatUnknownToolError } from './tool-suggestions.js';
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// prompted about paths we couldn't grant anyway (e.g. /etc/passwd).
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import { resolveGrantRoot } from '../grant_resolver.js';
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import { stripToolMarkup } from './tool-call-parser.js';
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import type { FailureKind } from './mistake-tracker.js';
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import type {
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InferenceContext,
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StreamResult,
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@@ -33,13 +34,18 @@ async function executeToolCall(
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toolCall: ToolCall,
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extraRoots: readonly string[],
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toolCtx?: ToolExecCtx,
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): Promise<{ output: unknown; truncated: boolean; error?: string }> {
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): Promise<{ output: unknown; truncated: boolean; error?: string; outcome: FailureKind | 'success' }> {
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// v#12 MistakeTracker: every return path carries an `outcome` so the turn
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// loop can detect a run of heterogeneous failures. The failure taxonomy
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// mirrors mistake-tracker.ts:FailureKind. Does NOT alter the existing
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// output/truncated/error shape — outcome is purely additive.
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const tool = TOOLS_BY_NAME[toolCall.name];
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if (!tool) {
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return {
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output: null,
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truncated: false,
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error: formatUnknownToolError(toolCall.name, Object.keys(TOOLS_BY_NAME)),
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outcome: 'tool_not_found',
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};
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}
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const parsed = tool.inputSchema.safeParse(toolCall.args);
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@@ -64,6 +70,7 @@ async function executeToolCall(
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output: null,
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truncated: false,
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error: `tool '${toolCall.name}' rejected — ${hint}`,
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outcome: 'zod_reject',
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};
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}
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try {
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@@ -72,15 +79,16 @@ async function executeToolCall(
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typeof output === 'object' && output !== null && 'truncated' in output
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? Boolean((output as { truncated: unknown }).truncated)
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: false;
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return { output, truncated };
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return { output, truncated, outcome: 'success' };
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} catch (err) {
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if (err instanceof PathScopeError) {
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return { output: null, truncated: false, error: err.message };
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return { output: null, truncated: false, error: err.message, outcome: 'permission_denied' };
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}
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return {
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output: null,
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truncated: false,
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error: err instanceof Error ? err.message : String(err),
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outcome: 'exec_error',
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};
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}
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}
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@@ -93,6 +101,12 @@ export interface ToolPhaseResult {
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toolCallCount: number;
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toolCalls: ToolCall[];
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nextAssistantId: string | null;
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// v#12 MistakeTracker: one outcome per executed tool call, in no particular
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// order (filled inside the Promise.all callbacks). The turn loop folds these
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// into TurnArgs.mistakeTracker via recordStep. Pause/auto-grant control-flow
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// tools record 'success' (they aren't model mistakes); the genuine error
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// paths record their FailureKind.
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outcomes: (FailureKind | 'success')[];
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}
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export async function executeToolPhase(
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@@ -187,6 +201,10 @@ export async function executeToolPhase(
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// for the synthesis input. Race-free under Promise.all because each
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// callback pushes its own captured value.
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const synthEntries: Array<{ tc: ToolCall; output: unknown; error?: string }> = [];
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// v#12 MistakeTracker: collect each tool's outcome. Concurrent pushes under
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// Promise.all are safe (each callback appends its own value; order is not
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// significant to recordStep which folds them sequentially).
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const outcomes: (FailureKind | 'success')[] = [];
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await Promise.all(
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toolCalls.map(async (tc) => {
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const [toolRow] = await ctx.sql<{ id: string }[]>`
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@@ -197,6 +215,7 @@ export async function executeToolPhase(
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const toolMessageId = toolRow!.id;
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if (tc.name === 'ask_user_input') {
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pausingForUserInput = true;
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outcomes.push('success');
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const sentinel = { tool_call_id: tc.id, output: null, truncated: false };
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// v1.13.20: parts-only. The answer-endpoint UPDATE later
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// (messages.ts) will delete and re-insert this part when the user
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@@ -227,7 +246,10 @@ export async function executeToolPhase(
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);
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if (!resolution.ok) {
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// Auto-deny without pausing. The model sees the reason on its
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// next turn and decides what to do.
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// next turn and decides what to do. Counts as a permission_denied
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// failure for the mistake tracker (the model asked for a path it
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// can't have — a recoverable mistake it should learn from).
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outcomes.push('permission_denied');
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const stored = {
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tool_call_id: tc.id,
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output: `denied: ${resolution.reason}`,
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@@ -255,6 +277,7 @@ export async function executeToolPhase(
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// pause. The grant endpoint re-derives the root at decision time
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// (state may have changed in the meantime) so we don't stash it here.
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pausingForUserInput = true;
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outcomes.push('success');
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const sentinel = { tool_call_id: tc.id, output: null, truncated: false };
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// v1.13.20: parts-only write.
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await insertParts(
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@@ -267,6 +290,10 @@ export async function executeToolPhase(
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return;
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}
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if (agent && !matchToolGlob(tc.name, agent.tools)) {
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// Agent-scope denial — the model called a tool outside its whitelist.
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// permission_denied for the mistake tracker (the model should pick a
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// tool it's actually allowed to use).
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outcomes.push('permission_denied');
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const stored = {
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tool_call_id: tc.id,
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output: null,
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@@ -295,6 +322,10 @@ export async function executeToolPhase(
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sql: ctx.sql,
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sessionId,
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});
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// v#12 MistakeTracker: record the real execution outcome (success or a
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// FailureKind). This is the primary signal for heterogeneous-failure
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// detection.
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outcomes.push(tres.outcome);
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if (SYNTHESIS_TOOLS.has(tc.name)) {
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synthEntries.push({ tc, output: tres.output, ...(tres.error ? { error: tres.error } : {}) });
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}
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@@ -340,6 +371,7 @@ export async function executeToolPhase(
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toolCallCount: toolCalls.length,
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toolCalls,
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nextAssistantId: null,
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outcomes,
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};
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}
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@@ -378,6 +410,7 @@ export async function executeToolPhase(
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toolCallCount: toolCalls.length,
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toolCalls,
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nextAssistantId: null,
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outcomes,
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};
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}
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// ran === false → synthesis failed (timeout / model error) → fall through
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@@ -397,5 +430,6 @@ export async function executeToolPhase(
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toolCallCount: toolCalls.length,
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toolCalls,
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nextAssistantId: nextAssistant!.id,
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outcomes,
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};
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}
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@@ -22,6 +22,13 @@ import { resolveToolBudget } from './budget.js';
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import {
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detectDoomLoop,
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} from './sentinels.js';
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import {
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detectMistakePattern,
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freshMistakeState,
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recordStep,
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MISTAKE_RECOVERY_NOTE,
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type MistakeState,
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} from './mistake-tracker.js';
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import {
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buildMessagesPayload,
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loadContext,
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@@ -39,6 +46,7 @@ import {
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runCapHitSummary,
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runDoomLoopSummary,
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runStepCapSummary,
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insertMistakeRecoverySentinel,
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} from './sentinel-summaries.js';
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// v1.14.0: hard ceiling on the number of stream-and-tool iterations per
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@@ -144,6 +152,16 @@ export interface TurnArgs {
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// boundaries by runInference, same as toolsUsed. Doom-loop check at the
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// top of runAssistantTurn slices the last DOOM_LOOP_THRESHOLD entries.
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recentToolCalls: ToolCall[];
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// v#12 MistakeTracker: heterogeneous-failure recovery state. Loop-local,
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// reset per runInference (user-message boundary) like recentToolCalls. Folds
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// tool-phase outcomes via recordStep each iteration; detectMistakePattern
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// gates the nudge/escalate decision.
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mistakeTracker: MistakeState;
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// v#12: transient model-facing recovery note set when a nudge fires. Consumed
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// (appended as a role:'system' message + cleared) on the NEXT payload build.
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// Never persisted — mirrors how the cap-hit/doom-loop notes live only inside
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// the summary call's messages array.
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pendingRecoveryNote?: string;
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signal: AbortSignal | undefined;
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}
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@@ -188,6 +206,12 @@ export async function runAssistantTurn(
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let toolsUsed = args.toolsUsed;
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let recentToolCalls = args.recentToolCalls;
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let assistantMessageId = args.assistantMessageId;
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// v#12 MistakeTracker: the tracker state is carried on `args` (mutated in
|
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// place by recordStep). pendingRecoveryNote is a loop-local because it is a
|
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// single-step transient — set when a nudge fires, consumed (injected into the
|
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// next payload) and cleared on the following iteration.
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const mistakeTracker = args.mistakeTracker;
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let pendingRecoveryNote: string | undefined = args.pendingRecoveryNote;
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while (stepNumber < effectiveCap) {
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// ---- doom-loop check (moved from top-of-function) ----
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@@ -196,7 +220,7 @@ export async function runAssistantTurn(
|
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// Need fresh history for the summary.
|
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const loaded = await loadContext(ctx.sql, sessionId, chatId);
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if (loaded) {
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const iterArgs: TurnArgs = { sessionId, chatId, assistantMessageId, toolsUsed, recentToolCalls, signal };
|
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const iterArgs: TurnArgs = { sessionId, chatId, assistantMessageId, toolsUsed, recentToolCalls, mistakeTracker, signal };
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await runDoomLoopSummary(ctx, iterArgs, loaded.session, loaded.project, loaded.history, agent, loop);
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}
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break;
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@@ -206,7 +230,7 @@ export async function runAssistantTurn(
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if (toolsUsed >= budget) {
|
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const loaded = await loadContext(ctx.sql, sessionId, chatId);
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if (loaded) {
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const iterArgs: TurnArgs = { sessionId, chatId, assistantMessageId, toolsUsed, recentToolCalls, signal };
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const iterArgs: TurnArgs = { sessionId, chatId, assistantMessageId, toolsUsed, recentToolCalls, mistakeTracker, signal };
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await runCapHitSummary(ctx, iterArgs, loaded.session, loaded.project, loaded.history, agent, budget);
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}
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break;
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@@ -265,7 +289,16 @@ export async function runAssistantTurn(
|
||||
}
|
||||
}
|
||||
|
||||
const iterArgs: TurnArgs = { sessionId, chatId, assistantMessageId, toolsUsed, recentToolCalls, signal };
|
||||
// v#12 MistakeTracker: if the prior iteration's nudge fired, append the
|
||||
// transient recovery note to THIS payload (consumed exactly once, then
|
||||
// cleared). Never persisted — same lifecycle as the cap-hit/doom-loop
|
||||
// summary notes, which live only inside the in-memory messages array.
|
||||
if (pendingRecoveryNote) {
|
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messages.push({ role: 'system', content: pendingRecoveryNote });
|
||||
pendingRecoveryNote = undefined;
|
||||
}
|
||||
|
||||
const iterArgs: TurnArgs = { sessionId, chatId, assistantMessageId, toolsUsed, recentToolCalls, mistakeTracker, signal };
|
||||
const state: StreamPhaseState = { accumulated: '', startedAt: null };
|
||||
let result: StreamResult;
|
||||
try {
|
||||
@@ -305,10 +338,78 @@ export async function runAssistantTurn(
|
||||
recentToolCalls = [...recentToolCalls, ...toolPhaseResult.toolCalls];
|
||||
stepNumber++;
|
||||
|
||||
// v#12 MistakeTracker: fold this iteration's tool outcomes into the
|
||||
// tracker, in order. recordStep mutates `mistakeTracker` in place (it is
|
||||
// the same object referenced by args). A 'success' clears the streak.
|
||||
for (const o of toolPhaseResult.outcomes) {
|
||||
recordStep(mistakeTracker, o);
|
||||
}
|
||||
|
||||
if (toolPhaseResult.action !== 'continue') {
|
||||
// 'paused' (user input) or 'synthesis_done' — stop the loop.
|
||||
// 'paused' (user input) or 'synthesis_done' — stop the loop. The turn is
|
||||
// already ending, so neither a nudge nor an escalate would change the
|
||||
// control flow; we skip the mistake decision here.
|
||||
break;
|
||||
}
|
||||
|
||||
// v#12 MistakeTracker: heterogeneous-failure decision. Only evaluated on
|
||||
// the 'continue' path (the only case where the loop would otherwise
|
||||
// proceed to another step). Complements the doom-loop check above, which
|
||||
// only catches *identical* repeats.
|
||||
const mistake = detectMistakePattern(mistakeTracker);
|
||||
if (mistake === 'nudge') {
|
||||
// Soft intervention: inject model-facing recovery guidance into the NEXT
|
||||
// step's payload, drop a UI sentinel, bump nudges, reset the streak, and
|
||||
// continue. The note is consumed (and cleared) at the top of the next
|
||||
// iteration's payload build.
|
||||
pendingRecoveryNote = MISTAKE_RECOVERY_NOTE;
|
||||
const failureKinds = [...mistakeTracker.run];
|
||||
await insertMistakeRecoverySentinel(ctx, sessionId, chatId, {
|
||||
failureKinds,
|
||||
count: failureKinds.length,
|
||||
escalated: false,
|
||||
canContinue: true,
|
||||
});
|
||||
mistakeTracker.nudges += 1;
|
||||
mistakeTracker.run = [];
|
||||
ctx.log.info(
|
||||
{ sessionId, chatId, step: stepNumber, nudges: mistakeTracker.nudges, failureKinds },
|
||||
'mistake_recovery nudge',
|
||||
);
|
||||
assistantMessageId = toolPhaseResult.nextAssistantId!;
|
||||
continue;
|
||||
}
|
||||
if (mistake === 'escalate') {
|
||||
// The nudge didn't break the failure run — stop the turn (cap-hit-style)
|
||||
// to avoid burning the whole step budget on heterogeneous failures. The
|
||||
// next assistant row is still 'streaming'; finalize it as a short note so
|
||||
// the slot doesn't dangle, then drop the escalate sentinel.
|
||||
const failureKinds = [...mistakeTracker.run];
|
||||
assistantMessageId = toolPhaseResult.nextAssistantId!;
|
||||
await ctx.sql`
|
||||
UPDATE messages
|
||||
SET content = '', status = 'complete', finished_at = clock_timestamp()
|
||||
WHERE id = ${assistantMessageId}
|
||||
`;
|
||||
ctx.publish(sessionId, {
|
||||
type: 'message_complete',
|
||||
message_id: assistantMessageId,
|
||||
chat_id: chatId,
|
||||
});
|
||||
await insertMistakeRecoverySentinel(ctx, sessionId, chatId, {
|
||||
failureKinds,
|
||||
count: failureKinds.length,
|
||||
escalated: true,
|
||||
canContinue: true,
|
||||
});
|
||||
ctx.publishUser({ type: 'chat_status', chat_id: chatId, status: 'idle', at: new Date().toISOString() });
|
||||
ctx.log.info(
|
||||
{ sessionId, chatId, step: stepNumber, failureKinds },
|
||||
'mistake_recovery escalate — stopping turn',
|
||||
);
|
||||
break;
|
||||
}
|
||||
|
||||
// 'continue' — advance to next assistant message.
|
||||
assistantMessageId = toolPhaseResult.nextAssistantId!;
|
||||
}
|
||||
@@ -320,7 +421,7 @@ export async function runAssistantTurn(
|
||||
if (stepNumber >= effectiveCap && effectiveCap < Infinity) {
|
||||
const loaded = await loadContext(ctx.sql, sessionId, chatId);
|
||||
if (loaded) {
|
||||
const capArgs: TurnArgs = { sessionId, chatId, assistantMessageId, toolsUsed, recentToolCalls, signal };
|
||||
const capArgs: TurnArgs = { sessionId, chatId, assistantMessageId, toolsUsed, recentToolCalls, mistakeTracker, signal };
|
||||
await runStepCapSummary(ctx, capArgs, loaded.session, loaded.project, loaded.history, agent, stepNumber, effectiveCap);
|
||||
}
|
||||
}
|
||||
@@ -378,12 +479,16 @@ export async function runInference(
|
||||
// per-call budget.
|
||||
// v1.11.6: recentToolCalls also resets — doom-loop detection is scoped
|
||||
// to a single user-message turn, so a Continue starts with no history.
|
||||
// v#12 MistakeTracker: fresh per user-message turn, like recentToolCalls.
|
||||
// Tracks consecutive heterogeneous tool failures across the loop's
|
||||
// stream-and-tool iterations within this turn.
|
||||
return runAssistantTurn(ctx, {
|
||||
sessionId,
|
||||
chatId,
|
||||
assistantMessageId,
|
||||
toolsUsed: 0,
|
||||
recentToolCalls: [],
|
||||
mistakeTracker: freshMistakeState(),
|
||||
signal,
|
||||
});
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user