XY-954: [ELF benchmark P1] Add scheduled memory task scoring and trace gate

Makefile.toml

@@ -424,6 +424,9 @@ args = [
 # | real-world-memory-proactive-brief      | composite |     |
 # | real-world-memory-proactive-brief-json | command   |     |
 # | real-world-memory-proactive-brief-report | command |     |
+# | real-world-memory-scheduled            | composite |     |
+# | real-world-memory-scheduled-json       | command   |     |
+# | real-world-memory-scheduled-report     | command   |     |
 # | real-world-memory-live-consolidation   | command   |     |
 # | real-world-job-operator-ux             | composite |     |
 # | real-world-job-operator-ux-json        | command   |     |
@@ -935,6 +938,55 @@ args = [
 	"tmp/real-world-memory/proactive-brief/report.md",
 ]
 
+[tasks.real-world-memory-scheduled]
+workspace = false
+dependencies = [
+	"real-world-memory-scheduled-report",
+]
+
+[tasks.real-world-memory-scheduled-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/scheduled_memory",
+	"--out",
+	"tmp/real-world-memory/scheduled/report.json",
+	"--run-id",
+	"real-world-memory-scheduled",
+	"--adapter-id",
+	"fixture_scheduled_memory",
+	"--adapter-name",
+	"ELF scheduled memory fixture",
+]
+
+[tasks.real-world-memory-scheduled-report]
+workspace = false
+dependencies = [
+	"real-world-memory-scheduled-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/scheduled/report.json",
+	"--out",
+	"tmp/real-world-memory/scheduled/report.md",
+]
+
 [tasks.real-world-memory-live-consolidation]
 workspace = false
 command = "bash"

README.md

@@ -152,12 +152,14 @@ provider-backed ELF evidence was required.
   its pinned Docker local embedding path and is reported as `wrong_result` when
   same-corpus evidence terms are missed; claude-mem and OpenViking non-retrieval
   coverage remain typed non-pass states.
-- Real-world agent memory aggregate after XY-953: 55 fixture-backed
-  jobs across 15 suites, 49 pass, 0 incomplete, 6 blocked, 0 wrong-result,
+- Real-world agent memory aggregate after XY-954: 60 fixture-backed
+  jobs across 16 suites, 53 pass, 0 incomplete, 7 blocked, 0 wrong-result,
   0 not-encoded, and 0 unsupported-claim results. The remaining non-pass jobs are
   production-ops operator boundaries plus blocked OpenViking staged trajectory,
   hierarchy selection, recursive/context expansion measurement gates, and the
-  private-corpus refresh blocker tied to XY-930, not hidden benchmark wins. The
+  private-corpus/private-provider scheduler blockers tied to XY-930, not hidden benchmark wins. The
+  `scheduled_memory` suite contributes four passing source-linked scheduled task
+  readbacks plus one typed private/provider scheduler blocker tied to XY-930. The
   `core_archival_memory` suite passes 6 fixture jobs for core block attachment, scope,
   provenance, stale-core detection, archival fallback, and project-decision recovery;
   it does not create an ELF-over-Letta claim. The
@@ -272,6 +274,7 @@ Detailed evidence and interpretation:
 - [First-Generation OSS Continuity and Source-Store Report - June 11, 2026](docs/guide/benchmarking/2026-06-11-first-generation-oss-continuity-source-store-report.md)
 - [Live Temporal Reconciliation Report - June 16, 2026](docs/guide/benchmarking/2026-06-16-live-temporal-reconciliation-report.md)
 - [Proactive Brief Scoring Report - June 16, 2026](docs/guide/benchmarking/2026-06-16-proactive-brief-scoring-report.md)
+- [Scheduled Memory Task Scoring Report - June 16, 2026](docs/guide/benchmarking/2026-06-16-scheduled-memory-task-scoring-report.md)
 - [Live Baseline Benchmark Runbook](docs/guide/benchmarking/live_baseline_benchmark.md)
 - [Single-User Production Runbook](docs/guide/single_user_production.md)
 - Benchmark contract:
@@ -354,6 +357,7 @@ Detailed comparison, mechanism-level analysis, and source map:
 - [First-Generation OSS Continuity and Source-Store Report - June 11, 2026](docs/guide/benchmarking/2026-06-11-first-generation-oss-continuity-source-store-report.md)
 - [Live Temporal Reconciliation Report - June 16, 2026](docs/guide/benchmarking/2026-06-16-live-temporal-reconciliation-report.md)
 - [Proactive Brief Scoring Report - June 16, 2026](docs/guide/benchmarking/2026-06-16-proactive-brief-scoring-report.md)
+- [Scheduled Memory Task Scoring Report - June 16, 2026](docs/guide/benchmarking/2026-06-16-scheduled-memory-task-scoring-report.md)
 - [Live Baseline Benchmark Runbook](docs/guide/benchmarking/live_baseline_benchmark.md)
 - [Real-World Agent Memory Benchmark](docs/guide/benchmarking/real_world_agent_memory_benchmark.md)
 - [External Memory Improvement Plan](docs/guide/research/external_memory_improvement_plan.md)
@@ -364,8 +368,8 @@ Detailed comparison, mechanism-level analysis, and source map:
 - [RAG/Graph Adapter Feasibility Research Run](docs/research/2026-06-10-xy-882-rag-graph-adapter-feasibility.json)
 
 Latest real-world benchmark report: June 16, 2026. Latest external research refresh:
-June 11, 2026; June 16 adds live temporal reconciliation and live consolidation
-self-check evidence.
+June 11, 2026; June 16 adds live temporal reconciliation, live consolidation
+self-check evidence, and fixture-backed scheduled-memory task scoring.
 
 ## Documentation
 

apps/elf-eval/fixtures/real_world_external_adapters/memory_projects_manifest.json

@@ -29,7 +29,7 @@
       },
       "run": {
         "status": "blocked",
-        "evidence": "The current fixture set reports 55 jobs across 15 suites: 49 pass, 0 incomplete, 6 blocked, 0 wrong_result, 0 not_encoded, and 0 unsupported_claim. The six core_archival_memory jobs pass as ELF fixture evidence, not as live Letta comparison evidence; the one memory_summary job passes as fixture-backed source-trace evidence, not as managed-memory parity evidence; the proactive_brief suite scores 4 passing evidence-linked suggestions plus one blocked private-corpus refresh case tied to XY-930, not Pulse or hosted managed-memory parity; context_trajectory remains blocked behind OpenViking staged-artifact materialization.",
+        "evidence": "The current fixture set reports 60 jobs across 16 suites: 53 pass, 0 incomplete, 7 blocked, 0 wrong_result, 0 not_encoded, and 0 unsupported_claim. The six core_archival_memory jobs pass as ELF fixture evidence, not as live Letta comparison evidence; the one memory_summary job passes as fixture-backed source-trace evidence, not as managed-memory parity evidence; the proactive_brief suite scores 4 passing evidence-linked suggestions plus one blocked private-corpus refresh case tied to XY-930, not Pulse or hosted managed-memory parity; the scheduled_memory suite scores 4 passing scheduled readback tasks plus one blocked private/provider scheduler case tied to XY-930, not hosted scheduler, ChatGPT Tasks, Pulse, or provider-backed private-corpus parity; context_trajectory remains blocked behind OpenViking staged-artifact materialization.",
         "command": "cargo make real-world-memory",
         "artifact": "tmp/real-world-memory/real-world-memory-report.json"
       },
@@ -96,6 +96,11 @@
           "status": "blocked",
           "evidence": "The proactive brief suite scores 4 passing source-linked suggestions and 1 typed private-corpus refresh blocker tied to XY-930."
         },
+        {
+          "suite_id": "scheduled_memory",
+          "status": "blocked",
+          "evidence": "The scheduled memory suite scores 4 passing source-linked task readbacks with execution trace coverage and 1 typed private/provider scheduler blocker tied to XY-930."
+        },
         {
           "suite_id": "knowledge_compilation",
           "status": "pass",