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/**
* Unit tests for smart auto-continuation policy in
* src/claude-code-language-model.ts.
*/
import { test } from "node:test"
import assert from "node:assert/strict"
import {
shouldAutoContinueIncompleteTurn,
autoContinueEnabledFor,
} from "./src/claude-code-language-model.js"
function state(overrides: Record<string, unknown> = {}) {
return {
enabled: "smart" as const,
attempts: 0,
startedAt: 1_000,
noProgressCount: 0,
...overrides,
} as any
}
function snap(overrides: Record<string, unknown> = {}) {
const base: Record<string, unknown> = {
text: "",
lastVisibleText: "",
hadReasoning: false,
hadToolActivity: false,
hadProxyActivity: false,
now: 1_500,
...overrides,
}
// Default lastVisibleText to mirror text unless explicitly overridden, so
// legacy single-block test cases keep working.
if (
overrides.text !== undefined &&
overrides.lastVisibleText === undefined
) {
base.lastVisibleText = overrides.text
}
return base as any
}
test("smart auto-continue is disabled by false", () => {
const result = shouldAutoContinueIncompleteTurn(
state({ enabled: false }),
snap({ hadReasoning: true }),
)
assert.deepEqual(result, { continue: false, reason: "disabled" })
})
test("continues reasoning-only result with no visible answer", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ hadReasoning: true }),
)
assert.equal(result.continue, true)
assert.equal(result.reason, "activity-without-visible-answer")
})
test("continues tool activity without visible answer", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ hadToolActivity: true }),
)
assert.equal(result.continue, true)
})
test("continues non-final visible progress", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ text: "I found the relevant files and am checking the tests.", hadToolActivity: true }),
)
assert.deepEqual(result, { continue: true, reason: "non-final-progress" })
})
test("stops for final-looking visible answer", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ text: "Done. Implemented the fix and tests passed successfully.", hadToolActivity: true }),
)
assert.deepEqual(result, { continue: false, reason: "final-answer" })
})
test("stops for question", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ text: "Which option do you want me to use?", hadReasoning: true }),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("stops for blocker", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ text: "I cannot proceed because the required token is missing.", hadToolActivity: true }),
)
assert.deepEqual(result, { continue: false, reason: "blocker" })
})
test("stops for errors", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ isError: true, hadToolActivity: true }),
)
assert.deepEqual(result, { continue: false, reason: "error" })
})
test("stops at max attempts", () => {
const result = shouldAutoContinueIncompleteTurn(
state({ attempts: 8 }),
snap({ hadReasoning: true }),
)
assert.deepEqual(result, { continue: false, reason: "max-attempts" })
})
test("stops when elapsed budget is exhausted", () => {
const result = shouldAutoContinueIncompleteTurn(
state({ startedAt: 0 }),
snap({ hadReasoning: true, now: 10 * 60 * 1000 + 1 }),
)
assert.deepEqual(result, { continue: false, reason: "max-elapsed" })
})
test("stops on repeated no-progress continuation", () => {
const snapshot = snap({ hadReasoning: true })
const first = shouldAutoContinueIncompleteTurn(state(), snapshot)
assert.equal(first.continue, true)
const second = shouldAutoContinueIncompleteTurn(
state({
lastSignature: JSON.stringify({
text: "",
reasoning: true,
tools: false,
proxy: false,
}),
noProgressCount: 1,
}),
snapshot,
)
assert.deepEqual(second, { continue: false, reason: "no-progress" })
})
test("stops when there was no activity", () => {
const result = shouldAutoContinueIncompleteTurn(state(), snap())
assert.deepEqual(result, { continue: false, reason: "no-activity" })
})
test("ignores final-answer keywords in earlier text blocks", () => {
// Earlier mid-task narration contains keywords like 'implemented' and
// 'updated' — but the LAST text block is a mid-task pause. Should still
// continue.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text:
"I implemented the helper. Updated the search index. " +
"Now checking the next set of files.",
lastVisibleText: "Now checking the next set of files.",
hadToolActivity: true,
}),
)
assert.equal(result.continue, true)
assert.equal(result.reason, "non-final-progress")
})
test("stops when the last text block looks like a final answer", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text:
"Let me check the files. " +
"Found three matches. " +
"Done. Implemented the fix and tests passed successfully.",
lastVisibleText:
"Done. Implemented the fix and tests passed successfully.",
hadToolActivity: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "final-answer" })
})
test("question in any earlier text block still stops continuation", () => {
// Even if the last block looks mid-task, a question raised earlier in the
// turn should still block auto-continue — answering a question is the
// user's job.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text:
"Which option do you want me to use? Continuing with the first one for now.",
lastVisibleText: "Continuing with the first one for now.",
hadToolActivity: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
// ─── v0.4.10 regression tests for tweaks 2, 3, 4, 5 ────────────────────────
test("v0.4.10 tweak 2: 'let me know if you'd like' stops as question", () => {
// Indirect offer of next steps without literal '?'. C03 in the sim corpus.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text:
"Let me know if you'd like me to proceed with the cleanup phase or stop here.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("v0.4.10 tweak 3: 'needs your approval' stops as blocker", () => {
// 'needs your' is intent-equivalent to 'requires your' but slipped past
// the regex pre-0.4.10. D03 in the sim corpus.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text:
"Needs your approval before I push the tag — auto-push is not enabled.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "blocker" })
})
test("v0.4.10 tweak 4: short completion (36 chars) stops as final-answer", () => {
// Pre-0.4.10 floor of 40 chars let "Task is now completely done. Pushed."
// through as non-final-progress. Floor lowered to 30. I01 in the sim corpus.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "Task is now completely done. Pushed.",
hadToolActivity: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "final-answer" })
})
test("v0.4.10 tweak 5a: '?' anywhere in last block stops as question", () => {
// Real fire shape from 2026-05-14T03:31 — long answer that asks a
// question early then lists options and ends in a period.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text:
"Here's the plan. Want me to proceed with that? Concretely: 1. Do X. 2. Do Y. 3. Do Z. Say 'go' or push back on any step.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("v0.4.10 tweak 5b: 'say go or push back' (no '?') stops as question", () => {
// Pure soft-proceed phrasing with no '?' anywhere. Tests that the
// phrase-based half of tweak 5 fires independently of the '?' check.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text:
"Pick the option you want. Say 'go' to ship as planned, or push back on any specific step.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("v0.4.10 tweak 5c: 'if you want to' stops as question", () => {
// Reconstruction of 02:48:11-style fire — long analysis ending in a
// conditional action offer with no '?'.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text:
"Three options are on the table. The recommendation is to leave DEBUG off. Consider option C if you want to re-enable DEBUG without UI noise.",
hadReasoning: true, hadToolActivity: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("v0.4.10 tweak 5d: A-class continues unaffected (no '?' or soft-proceed phrase)", () => {
// Sanity check: mid-task narration without question signals should still
// continue. Catches regressions where '?' or phrase regex accidentally
// expands.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "Now I'll read the file. Then I'll diff against previous. Then summarize.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: true, reason: "non-final-progress" })
})
// ─── v0.4.11 regression tests ──────────────────────────────────────────────
test("v0.4.11 'ready when you are' stops as question", () => {
// Real fire from 2026-05-14T04:00:41 — short answer ending in this
// canonical 'your move' phrase fired 4-δ inappropriately on v0.4.10.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "The standing-by stub lives in training, not just the CLI's empty-turn behavior. Ready when you are.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("v0.4.11 'standing by' stops as question (the meta-irony stub)", () => {
// Commit 49345e3 originally fought 'No input received. Standing by.' at
// the message-builder layer (suppressing the CLI stub on empty turns).
// This test guards against the model organically producing the same
// idiom at the response layer.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "All done on my side; the rest is on you. Standing by.",
hadReasoning: true, hadToolActivity: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("v0.4.11 'let me know when' stops as question", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "I've staged everything for the release. Let me know when you've reviewed.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
// ─── v0.4.12 regression tests ──────────────────────────────────────────────
test("v0.4.12 'over to you' stops as question", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "I've prepared the patch and tests are green. Over to you.",
hadReasoning: true, hadToolActivity: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("v0.4.12 'your turn' stops as question", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "Reviewed the diff and flagged three concerns. Your turn to pick a direction.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("v0.4.12 'all yours' stops as question", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "Branch is rebased and the PR template filled. The rest is all yours.",
hadReasoning: true, hadToolActivity: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("v0.4.12 'let me know how' stops as question", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "Three viable paths surfaced. Let me know how you'd like to proceed.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("v0.4.12 'i'm here' stops as question", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "All staged for the release. I'm here when you're ready to ship.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
// ─── v0.4.15 regression tests ──────────────────────────────────────────────
test("v0.4.15 'shipped' as final-answer keyword", () => {
// Real fire shape from 03:31 — long completion narrative ending with
// 'shipped'-style verbs that weren't in the v0.4.14 keyword list.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "v0.4.15 on npm, pin matches, 78/78 tests pass, sim corpus preserved as future leverage. Shipped.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "final-answer" })
})
test("v0.4.15 'deployed/merged/tagged' as keywords", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "Patch merged to master, tagged v0.4.15, deployed via CI. Restart at your convenience.",
hadReasoning: true, hadToolActivity: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "final-answer" })
})
test("v0.4.15 'pinned' as keyword", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "Plugin pinned at @0.4.15 in opencode.jsonc. Restart loads it.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "final-answer" })
})
test("v0.4.15 short 'We're done.' bypasses length floor", () => {
// 11 chars — would have been below the 30-char threshold and missed
// pre-v0.4.15. The strong-completion phrase override catches it.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "We're done.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "final-answer" })
})
test("v0.4.15 short 'All set.' bypasses length floor", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "All set.",
hadReasoning: true, hadToolActivity: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "final-answer" })
})
test("v0.4.15 'tests pass' (present tense) stops as final-answer", () => {
// Real fire 03:31 ended in "78/78 tests pass" — the v0.4.14 regex
// matched only past tense ("tests passed") so the fire was missed.
// This case is the actual 03:31 message text.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "v0.4.13 on npm, pin matches, 78/78 tests pass, sim corpus + regression bench preserved as future leverage.",
hadReasoning: true,
}),
)
assert.deepEqual(result, { continue: false, reason: "final-answer" })
})
test("v0.4.16 end_turn stop_reason short-circuits heuristic", () => {
// Even a long ambiguous mid-task narration with no completion keywords
// and visible tool activity gets stopped immediately when Claude CLI
// signals end_turn. This is the architectural alternative to chasing
// soft-proceed idioms via regex (v0.4.10-15).
const ambiguous =
"Running the next probe to inspect the build output and confirm bundle sizes are roughly equal."
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: ambiguous,
hadReasoning: true,
hadToolActivity: true,
stopReason: "end_turn",
}),
)
assert.deepEqual(result, { continue: false, reason: "end-turn" })
})
test("v0.4.16 end_turn beats max-attempts (decided last)", () => {
// End-turn wins over budget guards too — once the model says it's done,
// there's no value in burning more attempts.
const result = shouldAutoContinueIncompleteTurn(
state({ attempts: 999 }),
snap({ stopReason: "end_turn", hadReasoning: true }),
)
assert.deepEqual(result, { continue: false, reason: "end-turn" })
})
test("v0.4.16 end_turn does NOT beat genuine error", () => {
// is_error still wins. Defensive: we don't want to silently treat a CLI
// error as a clean stop.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ stopReason: "end_turn", isError: true }),
)
assert.deepEqual(result, { continue: false, reason: "error" })
})
test("v0.4.16 end_turn does NOT beat abort", () => {
const result = shouldAutoContinueIncompleteTurn(
state({ aborted: true }),
snap({ stopReason: "end_turn" }),
)
assert.deepEqual(result, { continue: false, reason: "aborted" })
})
test("max_tokens continues: truncation is not a finished turn", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "Working on it",
hadReasoning: true,
hadToolActivity: true,
stopReason: "max_tokens",
}),
)
assert.deepEqual(result, { continue: true, reason: "truncated" })
})
test("truncated prose continues even with no tool or reasoning activity", () => {
// The common truncation case: one long answer, cut off mid-sentence. This
// is why truncation cannot simply fall through to the keyword heuristic —
// it would stop at the no-activity gate.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "The migration works by first taking the old rows and",
lastVisibleText: "The migration works by first taking the old rows and",
stopReason: "max_tokens",
}),
)
assert.deepEqual(result, { continue: true, reason: "truncated" })
})
test("max_output_tokens is treated as truncation too", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ stopReason: "max_output_tokens" }),
)
assert.deepEqual(result, { continue: true, reason: "truncated" })
})
// Mirrors the module-private caps: 8 attempts, 10 minutes.
const MAX_ATTEMPTS = 8
const MAX_ELAPSED_MS = 10 * 60 * 1000
test("truncation still respects the attempt cap", () => {
const result = shouldAutoContinueIncompleteTurn(
{ ...state(), attempts: MAX_ATTEMPTS },
snap({ stopReason: "max_tokens" }),
)
assert.deepEqual(result, { continue: false, reason: "max-attempts" })
})
test("truncation still respects the elapsed cap", () => {
const started = 1_000
const result = shouldAutoContinueIncompleteTurn(
{ ...state(), startedAt: started },
snap({
stopReason: "max_tokens",
now: started + MAX_ELAPSED_MS + 1,
}),
)
assert.deepEqual(result, { continue: false, reason: "max-elapsed" })
})
test("truncation does not override an abort or an error", () => {
assert.deepEqual(
shouldAutoContinueIncompleteTurn(
{ ...state(), aborted: true },
snap({ stopReason: "max_tokens" }),
),
{ continue: false, reason: "aborted" },
)
assert.deepEqual(
shouldAutoContinueIncompleteTurn(
state(),
snap({ stopReason: "max_tokens", isError: true }),
),
{ continue: false, reason: "error" },
)
})
test("truncation does not override a pending operator question", () => {
const result = shouldAutoContinueIncompleteTurn(
{ ...state(), sawAskUserQuestion: true },
snap({ stopReason: "max_tokens" }),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("v0.4.17 stop_sequence stops via protocol signal", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ stopReason: "stop_sequence", hadReasoning: true }),
)
assert.deepEqual(result, { continue: false, reason: "stop-sequence" })
})
test("v0.4.17 refusal stops via protocol signal", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ stopReason: "refusal" }),
)
assert.deepEqual(result, { continue: false, reason: "refusal" })
})
test("v0.4.17 pause_turn stops via protocol signal", () => {
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ stopReason: "pause_turn", hadReasoning: true }),
)
assert.deepEqual(result, { continue: false, reason: "pause-turn" })
})
test("v0.4.17 tool_use stops via protocol signal", () => {
// Defensive: tool_use shouldn't normally reach the result boundary
// (drain timer closes the stream first), but if it does we honor it.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ stopReason: "tool_use", hadToolActivity: true }),
)
assert.deepEqual(result, { continue: false, reason: "tool-use" })
})
test("v0.4.17 unknown stop_reason still stops (forward-compat)", () => {
// If Anthropic adds a new stop_reason value, we trust it as authoritative
// and stop. Safer than running the keyword heuristic on unknown shape.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({ stopReason: "future_value_we_dont_know" }),
)
assert.deepEqual(result, {
continue: false,
reason: "future-value-we-dont-know",
})
})
test("v0.4.17 empty-string stop_reason falls through (falsy)", () => {
// Empty string is falsy — fall back to heuristic, same as null/undefined.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "We're done.",
hadReasoning: true,
stopReason: "",
}),
)
assert.deepEqual(result, { continue: false, reason: "final-answer" })
})
test("v0.4.16 missing stop_reason falls through (back-compat)", () => {
// When stop_reason is undefined or null, the heuristic must still run
// unchanged. Protects against CLI versions / paths that don't surface it.
const result = shouldAutoContinueIncompleteTurn(
state(),
snap({
text: "We're done.",
hadReasoning: true,
stopReason: null,
}),
)
assert.deepEqual(result, { continue: false, reason: "final-answer" })
})
test("sawAskUserQuestion latch blocks auto-continue even with non-question trailing text", () => {
// After AskUserQuestion the model may emit a short trailing line that does
// not read as a question (no '?'). Without the latch, that would look like
// an incomplete turn and trigger a nudge that makes the model proceed on
// its own. The latch must stop it regardless.
const result = shouldAutoContinueIncompleteTurn(
state({ sawAskUserQuestion: true }),
snap({
text: "I'll go with the first option.",
hadToolActivity: true,
stopReason: null,
}),
)
assert.deepEqual(result, { continue: false, reason: "question" })
})
test("a compaction turn never continues, not even on truncation", () => {
// doStream builds the state with `enabled: false` for compaction turns.
// AUTO_CONTINUE_PROMPT says "Do not summarize; keep working", so nudging a
// /compact turn would append non-summary text to the session summary.
const result = shouldAutoContinueIncompleteTurn(
{ ...state(), enabled: false },
snap({ stopReason: "max_tokens" }),
)
assert.deepEqual(result, { continue: false, reason: "disabled" })
})
test("doStream disables auto-continue for compaction turns", () => {
// The wiring doStream uses. A compaction turn is off regardless of config;
// every other turn passes the configured value through untouched.
assert.equal(autoContinueEnabledFor(true, "smart"), false)
assert.equal(autoContinueEnabledFor(true, true), false)
assert.equal(autoContinueEnabledFor(false, "smart"), "smart")
assert.equal(autoContinueEnabledFor(false, true), true)
assert.equal(autoContinueEnabledFor(false, false), false)
assert.equal(autoContinueEnabledFor(false, undefined), undefined)
})