feat(linkedin-studio): RE-R3d — temporal overlay (first-mover + saturation) [skip-docs]
R3 slice (b): the rest of hull #3. The morning brief now reads the temporal axis the R3b seen-log records but the ranking ignored. Two DERIVED signals, computed at brief time from already-persisted fields (publishedAt/capturedAt -> ageDays, surfacedCount), never stored: - first-mover: recent (ageDays <= --first-mover-days, default 2) AND never surfaced on a prior day -> ranked up, badge "first ute". Future-dated (ageDays<0) excluded. - saturation: surfaced on >= --saturation-at (default 3) prior days -> ranked down, badge "mettet (Nx)". Self-surfacing (our seen-log), not market coverage. - warming (1..at-1) keeps the R3b "sett Nx" badge but only at >=2 (contract intact); neutral carries no badge. SB1 derived (no schema bump: SCHEMA_VERSION 4 / BRIEF_SCHEMA_VERSION 1 untouched). SB2 the R3a relevance composite stays the PRIMARY sort key; the temporal rank is a new cmp key after pillar-overlap, before effectiveDate -> re-orders only WITHIN a (composite, overlap) tier. temporalSignal is pure (saturationAt clamped >=1). Prior-day surfacings exclude today (via lastSurfacedAt), so a same-day re-render is byte-identical (caught by the R3c run-daily SC7 regression; fixes a latent R3b prior-day imprecision too). brief CLI gains --first-mover-days / --saturation-at; schedule untouched (nightly uses defaults). Wiring: trend-spotter.md (prose), trend-scoring-modes.md (one-line consumer note), README (## Temporal overlay), gate Section 16m (+6 unconditional -> ASSERT floor 111->117), TRENDS_TESTS_FLOOR 192->216. Counts 29/19/27 unchanged. Zero new files. Gate: Passed 132 / Failed 0; trends 216/216; hook suite 139/139 untouched. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_011vmzxpsFpc8q19LaogAWLD
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8 changed files with 474 additions and 43 deletions
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@ -57,8 +57,11 @@
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# Section 16k; the trends-scheduler/headless wiring guard (RE-R3c: scripts/trends/src/schedule.ts
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# emits 'export function launchdPlist' AND 'export function crontabLine', scripts/trends/src/cli.ts
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# exposes 'command === "schedule"', scripts/trends/run-daily.sh runs 'cli.ts" brief' AND uses
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# 'LINKEDIN_STUDIO_DATA:-', with a non-vacuity self-test) in Section 16l; the assertion-count
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# anti-erosion floor (SC6) in Section 18. All
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# 'LINKEDIN_STUDIO_DATA:-', with a non-vacuity self-test) in Section 16l; the trends-temporal-overlay
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# wiring guard (RE-R3d: scripts/trends/src/brief.ts has 'export function temporalSignal' AND the cmp
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# key 'b.temporal.rank' AND the '"first-mover"' tier, scripts/trends/src/cli.ts exposes the
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# 'first-mover-days' AND 'saturation-at' brief flags, with a non-vacuity self-test) in Section 16m;
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# the assertion-count anti-erosion floor (SC6) in Section 18. All
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# are live below (Sections 8–18).
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#
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# Usage: bash scripts/test-runner.sh
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@ -710,7 +713,7 @@ if [ -x "$TR_DIR/node_modules/.bin/tsx" ]; then
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TR_OUT=$( set +e; (cd "$TR_DIR" && npm test) 2>&1; echo "TR_EXIT:$?" )
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TR_EXIT=$(echo "$TR_OUT" | grep -oE 'TR_EXIT:[0-9]+' | grep -oE '[0-9]+' | head -1)
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TR_TESTS=$(echo "$TR_OUT" | grep -oE 'tests [0-9]+' | grep -oE '[0-9]+' | tail -1)
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TRENDS_TESTS_FLOOR=192 # store 24 + RE-R1: item 18 + score 16 + cli 4 + RE-R2a: store +9 + item +4 + cli +4 (capture bridge + publishedAt) + RE-R2b: brief +21 + cli +4 (morning-brief) + RE-R3a: score +6, item +12, store +6, brief +16, cli +2 (relevance score persist + rank) + RE-R3b: store +11, brief +8, cli +6 (lifecycle: re-score + status + seen-log) + RE-R3c: schedule +9, cli +8, run-daily +4 (scheduler + headless wrapper)
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TRENDS_TESTS_FLOOR=216 # store 24 + RE-R1: item 18 + score 16 + cli 4 + RE-R2a: store +9 + item +4 + cli +4 (capture bridge + publishedAt) + RE-R2b: brief +21 + cli +4 (morning-brief) + RE-R3a: score +6, item +12, store +6, brief +16, cli +2 (relevance score persist + rank) + RE-R3b: store +11, brief +8, cli +6 (lifecycle: re-score + status + seen-log) + RE-R3c: schedule +9, cli +8, run-daily +4 (scheduler + headless wrapper) + RE-R3d: brief +21, cli +3 (temporal overlay: first-mover + saturation)
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if [ "$TR_EXIT" = "0" ] && [ -n "$TR_TESTS" ] && [ "$TR_TESTS" -ge "$TRENDS_TESTS_FLOOR" ]; then
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pass "trends-store suite green: $TR_TESTS tests pass (floor $TRENDS_TESTS_FLOOR)"
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else
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@ -1373,6 +1376,70 @@ fi
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echo ""
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# --- Section 16m: Trends Temporal Overlay (research-engine RE-R3d) ---
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echo "--- Trends Temporal Overlay ---"
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# RE-R3d adds the DERIVED temporal overlay (first-mover + saturation) to the morning-brief ranking:
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# a pure temporalSignal in brief.ts, a new cmp key, and two tunable CLI flags. Five literals must
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# hold, grepped EXACT (grep -F), deps-absent-safe (pure grep, no tsx); ASCII-only (bash 3.2 set -u):
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# (1) brief.ts exports the signal, by 'export function temporalSignal';
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# (2) brief.ts ranks on it, by 'b.temporal.rank' (the cmp key);
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# (3) brief.ts declares the first-mover tier, by '"first-mover"';
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# (4) cli.ts exposes the first-mover threshold flag, by 'first-mover-days';
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# (5) cli.ts exposes the saturation threshold flag, by 'saturation-at'.
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# Non-vacuity self-test mirrors Section 16l. Placed after Section 16l / before Section 18 (anti-erosion
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# must run last so it sees every prior check). UNCONDITIONAL (no tsx) -> counts toward ASSERT_BASELINE_FLOOR.
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TEMP_SIGNAL_LIT='export function temporalSignal'
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TEMP_RANK_LIT='b.temporal.rank'
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TEMP_TIER_LIT='"first-mover"'
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TEMP_FMDAYS_LIT='first-mover-days'
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TEMP_SATAT_LIT='saturation-at'
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I16M_SELFTEST_OK=1
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if ! echo 'a wired overlay declares: export function temporalSignal(ageDays)' | grep -qF "$TEMP_SIGNAL_LIT"; then
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I16M_SELFTEST_OK=0; echo " non-vacuity FAIL: a wired temporal-overlay probe was not detected"
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fi
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if echo 'an unwired module derives no temporal signal at all' | grep -qF "$TEMP_SIGNAL_LIT"; then
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I16M_SELFTEST_OK=0; echo " false-positive FAIL: an unwired probe matched the temporal-overlay pointer"
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fi
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if [ "$I16M_SELFTEST_OK" -eq 1 ]; then
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pass "trends-temporal self-test: the signal pointer is detected, the no-signal form rejected"
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else
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fail "trends-temporal self-test failed — the temporal-overlay lint is vacuous or over-eager"
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fi
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if grep -qF "$TEMP_SIGNAL_LIT" scripts/trends/src/brief.ts; then
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pass "brief.ts derives the temporal signal ('$TEMP_SIGNAL_LIT')"
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else
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fail "brief.ts has no temporal signal — add '$TEMP_SIGNAL_LIT' (RE-R3d overlay)"
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fi
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if grep -qF "$TEMP_RANK_LIT" scripts/trends/src/brief.ts; then
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pass "brief.ts ranks on the temporal overlay ('$TEMP_RANK_LIT')"
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else
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fail "brief.ts cmp does not use the temporal rank — add '$TEMP_RANK_LIT' (RE-R3d ranking)"
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fi
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if grep -qF "$TEMP_TIER_LIT" scripts/trends/src/brief.ts; then
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pass "brief.ts declares the first-mover tier ('$TEMP_TIER_LIT')"
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else
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fail "brief.ts has no first-mover tier — add '$TEMP_TIER_LIT' (RE-R3d tiers)"
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fi
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if grep -qF "$TEMP_FMDAYS_LIT" scripts/trends/src/cli.ts; then
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pass "cli.ts exposes the first-mover-days flag ('$TEMP_FMDAYS_LIT')"
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else
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fail "cli.ts has no first-mover-days flag — add '$TEMP_FMDAYS_LIT' (RE-R3d brief flag)"
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fi
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if grep -qF "$TEMP_SATAT_LIT" scripts/trends/src/cli.ts; then
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pass "cli.ts exposes the saturation-at flag ('$TEMP_SATAT_LIT')"
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else
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fail "cli.ts has no saturation-at flag — add '$TEMP_SATAT_LIT' (RE-R3d brief flag)"
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fi
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echo ""
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# --- Section 18: Assertion-Count Anti-Erosion (SC6) ---
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# The lint self-modifies its own checks, so a green run could mask a silently dropped
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# assertion. Pin the total pass()+fail() invocations as a monotonic floor; the count
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@ -1395,12 +1462,15 @@ echo ""
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# surfacedCount grep + store.ts markSurfaced grep + brief.ts effectiveStatus grep + cli.ts
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# act-verb grep) = 105; +6 for RE-R3c's six UNCONDITIONAL Section-16l checks (scheduler self-test
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# + schedule.ts launchdPlist grep + schedule.ts crontabLine grep + cli.ts schedule-verb grep +
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# run-daily.sh brief-invocation grep + run-daily.sh data-twin grep) = 111.
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# run-daily.sh brief-invocation grep + run-daily.sh data-twin grep) = 111; +6 for RE-R3d's six
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# UNCONDITIONAL Section-16m checks (temporal self-test + brief.ts temporalSignal grep + brief.ts
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# b.temporal.rank cmp grep + brief.ts "first-mover" tier grep + cli.ts first-mover-days flag grep +
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# cli.ts saturation-at flag grep) = 117.
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# NB: the floor tracks the deps-absent MINIMUM (conditional TS suites warn-skip and drop
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# the count), so it is bumped only by UNCONDITIONAL new checks — NOT pinned to the
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# deps-present TOTAL_CHECKS (that would zero the warn-skip margin and false-fail a fresh
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# clone). Runs last so TOTAL_CHECKS sees every prior check.
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ASSERT_BASELINE_FLOOR=111
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ASSERT_BASELINE_FLOOR=117
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TOTAL_CHECKS=$((PASS + FAIL))
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if [ "$TOTAL_CHECKS" -ge "$ASSERT_BASELINE_FLOOR" ]; then
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pass "assertion-count anti-erosion: $TOTAL_CHECKS checks >= baseline floor $ASSERT_BASELINE_FLOOR"
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