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fix: wrap extraction transcript turns in speaker tags so assistant context cannot be misattributed#961

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gorkem2020:fix/extraction-transcript-speaker-tags
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fix: wrap extraction transcript turns in speaker tags so assistant context cannot be misattributed#961
gorkem2020 wants to merge 13 commits into
CortexReach:masterfrom
gorkem2020:fix/extraction-transcript-speaker-tags

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Problem

With the "User:"/"Assistant:" line-prefix transcript, only the first line of a message carries a speaker marker. A multi-paragraph assistant reply sheds its marker after the first paragraph, so every later paragraph reads as unowned text sitting between two user turns. In live use the extraction model attributed assistant-authored plans and preferences to the user and stored them as user memories (for example, an assistant's own "what clicks for me now" mental-model summary stored as a user preference), even with the context-only rule present in the prompt.

Change

  • formatConversationTranscript now wraps every message wholly in <user_message>...</user_message> / <assistant_message>...</assistant_message> blocks, so every line has an unambiguous owner regardless of paragraph count.
  • buildExtractionPrompt teaches the tag format up front (new "Transcript format" section) and keeps a one-line reminder on the conversation header. The assistant-context rule is rewritten in tag vocabulary: context ONLY, usable solely to resolve an ambiguous or obscure user message, never a grounding source, and assistant statements are never attributable to the user. The captureAssistant: true eligible variant keeps its existing semantics in the same vocabulary.
  • New trimTranscriptToTagBoundary snaps the extractMaxChars truncation to the next opening tag, so the prompt never leads with a headless half message (the old tail slice could cut mid-message and strand text with no speaker).

Tests

  • New test/extraction-transcript-speaker-tags.test.mjs (9 cases): whole-message wrapping, multi-paragraph containment, chronological ordering, tag-boundary truncation with raw-tail fallback, format-teaching placement, context-only pinning, and eligible-variant preservation.
  • test/assistant-context-capture.test.mjs assertions updated to the tagged format (13/13 green).
  • Full suite green.

Stacked on #939 (captureAssistant context mode); the diff includes that branch until it merges.

gorkem2020 and others added 13 commits July 18, 2026 18:51
captureAssistant: false filters assistant turns out of extraction input
entirely, protecting against misattribution but starving the extractor
of disambiguating context (a user reply like "yes exactly, that one"
extracts poorly with no idea what "that" refers to).

Add a middle mode, captureAssistant: "context": assistant turns are
routed into the extraction prompt as clearly marked, non-extractable
context, while remaining fully capture-ineligible. Chosen as a union
literal on the existing boolean field (captureAssistant?: boolean |
"context") rather than a sibling flag, since it composes naturally with
the current true/false normalization (cfg.captureAssistant === "context"
? "context" : cfg.captureAssistant === true) and needed no new config
surface. true and false keep byte-identical semantics, verified directly
against parsePluginConfig.

Assistant-context texts are collected into their own array during the
auto-capture message loop (never merged into eligibleTexts), rolled
across turns in a new autoCaptureRecentAssistantTexts map (mirroring the
existing autoCaptureRecentTexts pattern), and cleared on successful
extraction. They never touch autoCaptureSeenTextCount, so eligibility
counting and the auto-capture watermark are provably unaffected — a
hook-level regression test proves cumulative counting stays 1-then-2
across two user+assistant turns, not 2-then-4.

SmartExtractor.extractAndPersist() gains an assistantContextTexts option
threaded down to the prompt assembly, which appends the marked lines
under an "Assistant Context" heading. The extraction prompt's criteria
gained a matching rule: candidates may only assert facts sourced from
user-authored lines, never from an assistant-marked line alone. This is
prompt-level guidance only (no deterministic storage-side gate exists
for this, unlike the grounding work) — coverage here is structural
(the instruction text is present) plus the prompt-assembly behavior
(marked lines appear only when assistantContextTexts is non-empty).

Note for integration: fix/autocapture-watermark-reset (67ef600, not yet
merged) touches the same post-success reset block this change touches
(the line right after autoCaptureSeenTextCount.set(sessionKey, ...)).
Resolving that merge needs to keep both: the flow-aware reset value and
autoCaptureRecentAssistantTexts.delete(sessionKey).
…ario

runAssistantContextModeScenario's turn 2 intentionally sends only that
turn's delta messages, not full accumulated history. On this branch's
current counter model (issue CortexReach#417 Fix CortexReach#4/CortexReach#5), that is correct: the
watermark only resets on a successful extraction and never rolls back
on a skip, so per-turn deltas already accumulate correctly.

This is documentation only, no fixture behavior changed. A prior
assembly integration test surfaced that a *rolled-back* counter model
(issue CortexReach#417 Fix CortexReach#9) requires this fixture to send full accumulated
history instead, so the note pins down which fixture style belongs
here and why, to prevent that failure mode from resurfacing silently
if this branch is later combined with Fix CortexReach#9's rollback logic.
configSchema.properties.captureAssistant was still the pre-feature plain
boolean, even though this branch's own captureAssistant: "context" mode
(and its runtime normalization in index.ts) has existed since this
feature landed. The oneOf fix had only ever been applied as a
post-assembly commit on the old deploy branch, never ported back here.
Pinned exact shape from the live fleet manifest. Red-first regression
test added to plugin-manifest-regression.mjs (none existed for this key).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Resolves the index.ts conflict from issue CortexReach#417 Fix CortexReach#9's flow-aware
watermark reset (already on master) landing alongside this branch's own
autoCaptureRecentAssistantTexts.delete(sessionKey) cleanup -- keeps
both, per the integration note left in the original captureAssistant
commit message.
…onversation-turns transcript

The extraction prompt's chat history was two disjoint blocks: user texts
flattened under "## Recent Conversation", then (in captureAssistant:
"context" mode) a separate "## Assistant Context (for disambiguation
only)" block appended after, each assistant line individually labeled
"Assistant (context only -- do not extract from these lines)". Replace
both with one "## Recent conversation turns" section: a header, a single
description sentence carrying the "extract from user turns only" rule,
then a continuous oldest-first transcript of "User: text" / "Assistant:
text" line-groups with no other headers or per-turn metadata. The user
label is the configured extractor user name when set, falling back to
"User".

New pure functions in src/auto-capture-cleanup.ts:
- formatConversationTranscript(turns, userLabel?) -- pure rendering.
- buildConversationTurnsForExtraction(...) -- assembles the ordered turn
  sequence from this call's true message-loop order, consuming (never
  recomputing) the watermark/rolling-window decisions already made by
  the auto-capture hook: drops already-extracted leading user turns when
  newUserTexts is a narrower tail-slice of eligibleTexts, keeps every
  assistant-context turn from this call, prepends assistant context
  rolled over from a prior call, and falls back to flat user turns (still
  preceded by rolled-over context) when newUserTexts didn't come from a
  tail-slice of eligibleTexts at all (pending-ingress replay has no
  per-message role correlation available). Orthogonal to eligibility: it
  never touches autoCaptureSeenTextCount, minMessages, or any counting
  decision, only consumes their results for rendering.

index.ts's auto-capture message loop now also collects role-tagged
turns (both eligible and context-only messages, true chronological
order) alongside the existing eligibleTexts/assistantContextTexts
arrays, then narrows against cleanTexts (the POST noise-filter list,
not the pre-filter texts) so the rendered transcript never re-includes
content the embedding-noise filter already dropped from the actual
extraction. SmartExtractor.extractCandidates prefers the caller's
conversationTurns when given, falling back to one user turn from
conversationText plus assistantContextTexts as trailing assistant turns
for callers that don't have per-message role data.

Fixed three tests asserting on the old two-block format (the label
text, the old "## Recent Conversation" heading, and a hardcoded-heading
prompt-capture filter in a third test's own LLM mock) to match; the
eligibility-counting assertions in all three were untouched and still
pass, confirming the watermark/minMessages behavior this task was
scoped to leave alone is unaffected. New test/auto-capture-cleanup.test.mjs
coverage (was previously unregistered) and this file are now both
registered in package.json's test chain and scripts/ci-test-manifest.mjs.

index.ts and scripts/ci-test-manifest.mjs carry this repo's known mixed
CRLF/LF encoding; both were edited with a latin1 Buffer splice (never
Edit) to avoid normalizing the files, per this fork's CLAUDE.md -- the
first ci-test-manifest.mjs attempt via Edit did trigger the documented
trap (55 lines flagged instead of 1) and was discarded and redone via
the splice script.
A live-incident investigation initially suspected captureAssistant:
"context" of starving the auto-capture watermark gate by halving the
eligible-message count after a restart. That mechanism was falsified:
captureAssistantEligible = (value === true) is false for both false and
"context", so isEligibleRole reduces to role === "user" either way --
"context" mode only adds assistant-role text to a separate
assistantContextTexts array for prompt context, which never touches
eligibleTexts or the cumulative watermark count. The actual restart
-survivability defect was unrelated to captureAssistant (see the
fix/watermark-restart-survival branch).

Encode the four-way harness that proved this (captureAssistant {false,
"context"} x payload shape {full-history, delta-only}, each run across a
simulated restart) as a permanent test, so a future change can't silently
reintroduce a counting/watermark difference between the two modes without
a test noticing.

Test-only: no production code change, since the invariant already holds.
Validated the test is meaningful by temporarily reintroducing the
originally-suspected bug (captureAssistantEligible also true for
"context") locally, confirming both trace-symmetry assertions fail with a
clear diff, then reverting -- this file's diff contains only the new test
plus its two registrations.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
…Messages

extractMinMessages now bounds the extraction transcript in user<->assistant
PAIRS: the window keeps the newest N user turns with their assistant
replies interleaved in true order (or all of this call's unextracted user
turns when there are more), and captureAssistant context rides the same
window instead of an independent 6-slot assistant carry. Consumed pairs
drop together, removing the asymmetry where assistant history was
effectively unbounded while user history was cut to the watermark tail.
Also hardens the extraction prompt's assistant-lines rule with a
live-caught counterexample (the assistant greeting the user by name is
not the user introducing themselves).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…tant

captureAssistant true makes assistant-authored lines eligible grounding
sources (concrete durable uncorrected facts only, user line wins on a
tie); the default and 'context' modes keep assistant lines as
disambiguation context that can never ground a candidate on its own.
Previously the config reached message eligibility but the extraction
prompt never branched.
…ves turns

A below-threshold deferral keeps content alive on two independent paths:
the rolling pair buffer, and the watermark rollback (or pending-ingress
re-queue) whose next slice re-includes the same turns. When the deferred
turn finally fires, window assembly concatenated both copies and the
extraction transcript carried the same exchange twice, back to back
(observed live: window inflation plus mild extraction bias toward the
duplicated line).

Collapse duplicates at assembly time, by user text at pair granularity:
a pair-shaped copy beats a flat re-queued copy, copies of an identical
exchange collapse to the latest, and a repeated user text whose replies
differ is a real conversation and is kept whole. The deferral itself
lives in the regex-fallback gating change (CortexReach#934); with both applied the
window stays duplicate-free on every path.
…ant misattribution

With User:/Assistant: line prefixes only the first line of a message carries
a speaker marker, so a multi-paragraph assistant reply sheds its marker after
the first paragraph and the extractor attributes assistant-authored plans and
preferences to the user. Wrap every message wholly in <user_message>/
<assistant_message> blocks, teach the format up front, rewrite the
assistant-context rule in tag vocabulary (context only, disambiguation use,
never attributable to the user; the captureAssistant=true eligible variant
keeps its semantics), and snap extractMaxChars truncation to a tag boundary
so a sliced transcript never leads with headless text.
@gorkem2020

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Superseded by #964, a fresh cut of the speaker-tag transcript that also carries the extraction prompt's system/user split and the tag-spoof neutralizer. The context-tag evolution of the same mechanism lives in #967. Closing this draft in favor of the new stack.

@gorkem2020 gorkem2020 closed this Jul 22, 2026
@gorkem2020
gorkem2020 deleted the fix/extraction-transcript-speaker-tags branch July 22, 2026 12:59
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