diff --git a/.taplo.toml b/.taplo.toml
index 1324aa64..4ee9638d 100644
--- a/.taplo.toml
+++ b/.taplo.toml
@@ -45,6 +45,7 @@ exclude = [
 	"coverage/**",
 	"dist",
 	"dist/**",
+	"makefiles/*.toml",
 	"model",
 	"model/**",
 	"node_modules",
diff --git a/Makefile.toml b/Makefile.toml
index e5a2ca8d..8c2436f2 100644
--- a/Makefile.toml
+++ b/Makefile.toml
@@ -1,1913 +1,19 @@
 # Rust workspace tasks.
-
-# Benchmark
-# | task                                       | type      | cwd |
-# | ------------------------------------------ | --------- | --- |
-# | baseline-backfill-100k-docker              | command   |     |
-# | baseline-backfill-10k-docker               | command   |     |
-# | baseline-backfill-docker                   | command   |     |
-# | baseline-live-docker                       | command   |     |
-# | baseline-live-report                       | command   |     |
-# | baseline-production-private                | command   |     |
-# | baseline-production-private-addendum       | command   |     |
-# | baseline-production-synthetic              | command   |     |
-# | baseline-soak-docker                       | command   |     |
-# | local-agent-loop                           | command   |     |
-# | openmemory-ui-export-readback              | command   |     |
-# | parity-docker                              | command   |     |
-# | real-world-first-generation-oss            | composite |     |
-# | real-world-first-generation-oss-json       | command   |     |
-# | real-world-first-generation-oss-report     | command   |     |
-# | real-world-job-operator-ux                 | composite |     |
-# | real-world-job-operator-ux-json            | command   |     |
-# | real-world-job-operator-ux-live-adapters   | command   |     |
-# | real-world-job-operator-ux-report          | command   |     |
-# | real-world-memory                          | composite |     |
-# | real-world-memory-adversarial-quality      | composite |     |
-# | real-world-memory-adversarial-quality-json | command   |     |
-# | real-world-memory-adversarial-quality-report | command |     |
-# | real-world-memory-consolidation            | composite |     |
-# | real-world-memory-consolidation-json       | command   |     |
-# | real-world-memory-consolidation-report     | command   |     |
-# | real-world-memory-p1-closeout              | composite |     |
-# | real-world-memory-p1-closeout-json         | command   |     |
-# | real-world-memory-p1-closeout-report       | command   |     |
-# | real-world-memory-p4-production-readiness  | composite |     |
-# | real-world-memory-p4-production-readiness-json | command |     |
-# | real-world-memory-p4-production-readiness-report | command |     |
-# | real-world-memory-p4-quality-hardening-closeout | composite |     |
-# | real-world-memory-p2-knowledge-closeout    | composite |     |
-# | real-world-memory-core-archival            | composite |     |
-# | real-world-memory-core-archival-json       | command   |     |
-# | real-world-memory-core-archival-report     | command   |     |
-# | real-world-memory-context-trajectory       | composite |     |
-# | real-world-memory-context-trajectory-json  | command   |     |
-# | real-world-memory-context-trajectory-report | command   |     |
-# | real-world-memory-evolution                | composite |     |
-# | real-world-memory-evolution-json           | command   |     |
-# | real-world-memory-evolution-report         | command   |     |
-# | real-world-memory-graph-rag                | composite |     |
-# | real-world-memory-graph-rag-json           | command   |     |
-# | real-world-memory-graph-rag-report         | command   |     |
-# | real-world-memory-json                     | command   |     |
-# | real-world-memory-knowledge                | composite |     |
-# | real-world-memory-knowledge-json           | command   |     |
-# | real-world-memory-knowledge-report         | command   |     |
-# | real-world-memory-live-adapters            | command   |     |
-# | real-world-memory-live-consolidation       | command   |     |
-# | real-world-memory-live-knowledge           | command   |     |
-# | real-world-memory-mem0-openmemory-letta    | composite |     |
-# | real-world-memory-mem0-openmemory-letta-json | command |     |
-# | real-world-memory-mem0-openmemory-letta-report | command |     |
-# | real-world-memory-pageindex-openkb         | composite |     |
-# | real-world-memory-pageindex-openkb-json    | command   |     |
-# | real-world-memory-pageindex-openkb-report  | command   |     |
-# | real-world-memory-proactive-brief          | composite |     |
-# | real-world-memory-proactive-brief-json     | command   |     |
-# | real-world-memory-proactive-brief-report   | command   |     |
-# | real-world-memory-production-ops           | composite |     |
-# | real-world-memory-production-ops-json      | command   |     |
-# | real-world-memory-production-ops-report    | command   |     |
-# | real-world-memory-project-decisions        | composite |     |
-# | real-world-memory-project-decisions-json   | command   |     |
-# | real-world-memory-project-decisions-report | command   |     |
-# | real-world-memory-quantitative-scoreboard  | composite |     |
-# | real-world-memory-quantitative-scoreboard-json | command |     |
-# | real-world-memory-quantitative-scoreboard-report | command |     |
-# | real-world-memory-report                   | command   |     |
-# | real-world-memory-retrieval                | composite |     |
-# | real-world-memory-retrieval-json           | command   |     |
-# | real-world-memory-retrieval-report         | command   |     |
-# | real-world-memory-scheduled                | composite |     |
-# | real-world-memory-scheduled-json           | command   |     |
-# | real-world-memory-scheduled-report         | command   |     |
-# | real-world-memory-service-native-dreaming  | command   |     |
-# | real-world-memory-summary                  | composite |     |
-# | real-world-memory-summary-json             | command   |     |
-# | real-world-memory-summary-report           | command   |     |
-# | real-world-memory-work-continuity          | composite |     |
-# | real-world-memory-work-continuity-json     | command   |     |
-# | real-world-memory-work-continuity-report   | command   |     |
-
-[tasks.baseline-backfill-100k-docker]
-workspace = false
-command = "bash"
-args = [
-	"scripts/baseline-docker.sh",
-	"backfill-100k",
-]
-
-[tasks.baseline-backfill-10k-docker]
-workspace = false
-command = "bash"
-args = [
-	"scripts/baseline-docker.sh",
-	"backfill-10k",
-]
-
-[tasks.baseline-backfill-docker]
-workspace = false
-command = "bash"
-args = [
-	"scripts/baseline-docker.sh",
-	"backfill",
-]
-
-[tasks.baseline-live-docker]
-workspace = false
-command = "bash"
-args = [
-	"scripts/baseline-docker.sh",
-	"live",
-]
-
-[tasks.baseline-live-report]
-workspace = false
-command = "bash"
-args = [
-	"scripts/live-baseline-report-to-md.sh",
-]
-
-[tasks.baseline-production-private]
-workspace = false
-command = "bash"
-args = [
-	"scripts/baseline-docker.sh",
-	"production-private",
-]
-
-[tasks.baseline-production-private-addendum]
-workspace = false
-command = "bash"
-args = [
-	"scripts/baseline-docker.sh",
-	"production-private-addendum",
-]
-
-[tasks.baseline-production-synthetic]
-workspace = false
-command = "bash"
-args = [
-	"scripts/baseline-docker.sh",
-	"production-synthetic",
-]
-
-[tasks.baseline-soak-docker]
-workspace = false
-command = "bash"
-args = [
-	"scripts/baseline-docker.sh",
-	"soak",
-]
-
-[tasks.local-agent-loop]
-workspace = false
-command = "bash"
-args = [
-	"scripts/local-agent-loop.sh",
-]
-
-[tasks.openmemory-ui-export-readback]
-workspace = false
-command = "bash"
-args = [
-	"scripts/baseline-docker.sh",
-	"openmemory-ui-export-readback",
-]
-
-[tasks.parity-docker]
-workspace = false
-command = "docker"
-args = [
-	"compose",
-	"-f",
-	"docker-compose.parity.yml",
-	"run",
-	"--build",
-	"--rm",
-	"parity-runner",
-]
-
-[tasks.real-world-first-generation-oss]
-workspace = false
-dependencies = [
-	"real-world-first-generation-oss-report",
-]
-
-[tasks.real-world-first-generation-oss-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_external_adapters/first_generation_oss",
-	"--out",
-	"tmp/real-world-memory/first-generation-oss/report.json",
-	"--run-id",
-	"first-generation-oss-continuity-source-store",
-	"--adapter-id",
-	"fixture_first_generation_oss",
-	"--adapter-name",
-	"First-generation OSS fixture coverage",
-]
-
-[tasks.real-world-first-generation-oss-report]
-workspace = false
-dependencies = [
-	"real-world-first-generation-oss-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/first-generation-oss/report.json",
-	"--out",
-	"tmp/real-world-memory/first-generation-oss/report.md",
-]
-
-[tasks.real-world-job-operator-ux]
-workspace = false
-dependencies = [
-	"real-world-job-operator-ux-report",
-]
-
-[tasks.real-world-job-operator-ux-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_job/operator_debugging_ux",
-	"--out",
-	"tmp/real-world-job/real-world-job-operator-ux-report.json",
-	"--run-id",
-	"real-world-job-operator-ux",
-	"--adapter-id",
-	"fixture_operator_ux",
-	"--adapter-name",
-	"ELF operator UX fixture",
-]
-
-[tasks.real-world-job-operator-ux-live-adapters]
-workspace = false
-command = "bash"
-args = [
-	"scripts/real-world-docker.sh",
-	"job-operator-ux-live-adapters",
-]
-
-[tasks.real-world-job-operator-ux-report]
-workspace = false
-dependencies = [
-	"real-world-job-operator-ux-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-job/real-world-job-operator-ux-report.json",
-	"--out",
-	"tmp/real-world-job/real-world-job-operator-ux-report.md",
-]
-
-[tasks.real-world-memory]
-workspace = false
-dependencies = [
-	"real-world-memory-report",
-]
-
-[tasks.real-world-memory-adversarial-quality]
-workspace = false
-dependencies = [
-	"real-world-memory-adversarial-quality-report",
-]
-
-[tasks.real-world-memory-adversarial-quality-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/adversarial_quality",
-	"--out",
-	"tmp/real-world-memory/adversarial-quality/report.json",
-	"--run-id",
-	"real-world-memory-adversarial-quality",
-	"--adapter-id",
-	"fixture_adversarial_quality",
-	"--adapter-name",
-	"ELF adversarial quality fixture",
-]
-
-[tasks.real-world-memory-adversarial-quality-report]
-workspace = false
-dependencies = [
-	"real-world-memory-adversarial-quality-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/adversarial-quality/report.json",
-	"--out",
-	"tmp/real-world-memory/adversarial-quality/report.md",
-]
-
-[tasks.real-world-memory-consolidation]
-workspace = false
-dependencies = [
-	"real-world-memory-consolidation-report",
-]
-
-[tasks.real-world-memory-consolidation-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/consolidation",
-	"--out",
-	"tmp/real-world-memory/consolidation/report.json",
-	"--run-id",
-	"real-world-memory-consolidation",
-	"--adapter-id",
-	"fixture_consolidation",
-	"--adapter-name",
-	"ELF consolidation fixture",
-]
-
-[tasks.real-world-memory-consolidation-report]
-workspace = false
-dependencies = [
-	"real-world-memory-consolidation-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/consolidation/report.json",
-	"--out",
-	"tmp/real-world-memory/consolidation/report.md",
-]
-
-[tasks.real-world-memory-p1-closeout]
-workspace = false
-dependencies = [
-	"real-world-memory-p1-closeout-report",
-]
-
-[tasks.real-world-memory-p1-closeout-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/p1_closeout",
-	"--out",
-	"tmp/real-world-memory/p1-closeout/report.json",
-	"--run-id",
-	"real-world-memory-p1-closeout",
-	"--adapter-id",
-	"fixture_p1_closeout",
-	"--adapter-name",
-	"ELF P1 closeout fixture",
-]
-
-[tasks.real-world-memory-p1-closeout-report]
-workspace = false
-dependencies = [
-	"real-world-memory-p1-closeout-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/p1-closeout/report.json",
-	"--out",
-	"tmp/real-world-memory/p1-closeout/report.md",
-]
-
-[tasks.real-world-memory-p4-production-readiness]
-workspace = false
-dependencies = [
-	"real-world-memory-p4-production-readiness-report",
-]
-
-[tasks.real-world-memory-p4-production-readiness-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/production_ops",
-	"--out",
-	"tmp/real-world-memory/p4-production-readiness/report.json",
-	"--run-id",
-	"real-world-memory-p4-production-readiness",
-	"--adapter-id",
-	"fixture_production_ops",
-	"--adapter-name",
-	"ELF P4 production-readiness fixture",
-]
-
-[tasks.real-world-memory-p4-production-readiness-report]
-workspace = false
-dependencies = [
-	"real-world-memory-p4-production-readiness-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/p4-production-readiness/report.json",
-	"--out",
-	"tmp/real-world-memory/p4-production-readiness/report.md",
-]
-
-[tasks.real-world-memory-p4-quality-hardening-closeout]
-workspace = false
-dependencies = [
-	"real-world-memory-adversarial-quality-report",
-	"real-world-memory-p2-knowledge-closeout",
-	"real-world-memory-p4-production-readiness-report",
-]
-
-[tasks.real-world-memory-p2-knowledge-closeout]
-workspace = false
-dependencies = [
-	"real-world-memory-source-library-report",
-	"real-world-memory-knowledge-report",
-]
-
-[tasks.real-world-memory-core-archival]
-workspace = false
-dependencies = [
-	"real-world-memory-core-archival-report",
-]
-
-[tasks.real-world-memory-core-archival-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/core_archival_memory",
-	"--out",
-	"tmp/real-world-memory/core-archival/report.json",
-	"--run-id",
-	"real-world-memory-core-archival",
-	"--adapter-id",
-	"fixture_core_archival_memory",
-	"--adapter-name",
-	"ELF core and archival memory fixture",
-]
-
-[tasks.real-world-memory-core-archival-report]
-workspace = false
-dependencies = [
-	"real-world-memory-core-archival-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/core-archival/report.json",
-	"--out",
-	"tmp/real-world-memory/core-archival/report.md",
-]
-
-[tasks.real-world-memory-context-trajectory]
-workspace = false
-dependencies = [
-	"real-world-memory-context-trajectory-report",
-]
-
-[tasks.real-world-memory-context-trajectory-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/context_trajectory",
-	"--out",
-	"tmp/real-world-memory/context-trajectory/report.json",
-	"--run-id",
-	"real-world-memory-context-trajectory",
-	"--adapter-id",
-	"fixture_context_trajectory",
-	"--adapter-name",
-	"ELF context trajectory fixture",
-]
-
-[tasks.real-world-memory-context-trajectory-report]
-workspace = false
-dependencies = [
-	"real-world-memory-context-trajectory-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/context-trajectory/report.json",
-	"--out",
-	"tmp/real-world-memory/context-trajectory/report.md",
-]
-
-[tasks.real-world-memory-evolution]
-workspace = false
-dependencies = [
-	"real-world-memory-evolution-report",
-]
-
-[tasks.real-world-memory-evolution-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/evolution",
-	"--out",
-	"tmp/real-world-memory/evolution-report.json",
-	"--run-id",
-	"real-world-memory-evolution",
-	"--adapter-id",
-	"fixture_memory_evolution",
-	"--adapter-name",
-	"ELF fixture memory evolution",
-]
-
-[tasks.real-world-memory-evolution-report]
-workspace = false
-dependencies = [
-	"real-world-memory-evolution-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/evolution-report.json",
-	"--out",
-	"tmp/real-world-memory/evolution-report.md",
-]
-
-[tasks.real-world-memory-graph-rag]
-workspace = false
-dependencies = [
-	"real-world-memory-graph-rag-report",
-]
-
-[tasks.real-world-memory-graph-rag-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_external_adapters/graph_rag",
-	"--out",
-	"tmp/real-world-memory/graph-rag/report.json",
-	"--run-id",
-	"real-world-memory-graph-rag",
-	"--adapter-id",
-	"fixture_graph_rag_external_adapters",
-	"--adapter-name",
-	"Graph/RAG representative external-adapter fixtures",
-]
-
-[tasks.real-world-memory-graph-rag-report]
-workspace = false
-dependencies = [
-	"real-world-memory-graph-rag-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/graph-rag/report.json",
-	"--out",
-	"tmp/real-world-memory/graph-rag/report.md",
-]
-
-[tasks.real-world-memory-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory",
-	"--out",
-	"tmp/real-world-memory/real-world-memory-report.json",
-	"--run-id",
-	"real-world-memory",
-	"--adapter-id",
-	"elf_real_world_memory_fixture",
-	"--adapter-name",
-	"ELF real-world memory fixture",
-]
-
-[tasks.real-world-memory-knowledge]
-workspace = false
-dependencies = [
-	"real-world-memory-knowledge-report",
-]
-
-[tasks.real-world-memory-knowledge-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/knowledge",
-	"--out",
-	"tmp/real-world-memory/knowledge-report.json",
-	"--run-id",
-	"real-world-memory-knowledge",
-	"--adapter-id",
-	"fixture_knowledge",
-	"--adapter-name",
-	"ELF knowledge fixture",
-]
-
-[tasks.real-world-memory-knowledge-report]
-workspace = false
-dependencies = [
-	"real-world-memory-knowledge-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/knowledge-report.json",
-	"--out",
-	"tmp/real-world-memory/knowledge-report.md",
-]
-
-[tasks.real-world-memory-mem0-openmemory-letta]
-workspace = false
-dependencies = [
-	"real-world-memory-mem0-openmemory-letta-report",
-]
-
-[tasks.real-world-memory-mem0-openmemory-letta-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_external_adapters/mem0_openmemory_letta",
-	"--out",
-	"tmp/real-world-memory/mem0-openmemory-letta/report.json",
-	"--run-id",
-	"real-world-memory-mem0-openmemory-letta",
-	"--adapter-id",
-	"fixture_mem0_openmemory_letta",
-	"--adapter-name",
-	"mem0/OpenMemory and Letta memory-history/core-archive adapters",
-	"--adapter-behavior",
-	"same_corpus_adapter_fixture",
-	"--adapter-storage-status",
-	"blocked",
-	"--adapter-runtime-status",
-	"blocked",
-	"--adapter-notes",
-	"Offline fixtures map mem0 SDK history/export outputs to source ids and preserve OpenMemory UI/export plus Letta core/archive blockers until contained product exports map source ids.",
-]
-
-[tasks.real-world-memory-mem0-openmemory-letta-report]
-workspace = false
-dependencies = [
-	"real-world-memory-mem0-openmemory-letta-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/mem0-openmemory-letta/report.json",
-	"--out",
-	"tmp/real-world-memory/mem0-openmemory-letta/report.md",
-]
-
-[tasks.real-world-memory-pageindex-openkb]
-workspace = false
-dependencies = [
-	"real-world-memory-pageindex-openkb-report",
-]
-
-[tasks.real-world-memory-pageindex-openkb-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_external_adapters/pageindex_openkb",
-	"--out",
-	"tmp/real-world-memory/pageindex-openkb/report.json",
-	"--run-id",
-	"real-world-memory-pageindex-openkb",
-	"--adapter-id",
-	"fixture_pageindex_openkb_same_corpus",
-	"--adapter-name",
-	"PageIndex/OpenKB same-corpus adapter blockers",
-	"--adapter-behavior",
-	"typed_setup_blocker",
-	"--adapter-storage-status",
-	"blocked",
-	"--adapter-runtime-status",
-	"blocked",
-	"--adapter-notes",
-	"Offline fixtures preserve same-corpus PageIndex/OpenKB setup blockers until contained product artifacts map to ELF source ids.",
-]
-
-[tasks.real-world-memory-pageindex-openkb-report]
-workspace = false
-dependencies = [
-	"real-world-memory-pageindex-openkb-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/pageindex-openkb/report.json",
-	"--out",
-	"tmp/real-world-memory/pageindex-openkb/report.md",
-]
-
-[tasks.real-world-memory-source-library]
-workspace = false
-dependencies = [
-	"real-world-memory-source-library-report",
-]
-
-[tasks.real-world-memory-source-library-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/source_library",
-	"--out",
-	"tmp/real-world-memory/source-library-report.json",
-	"--run-id",
-	"real-world-memory-source-library",
-	"--adapter-id",
-	"fixture_source_library",
-	"--adapter-name",
-	"ELF source library fixture",
-]
-
-[tasks.real-world-memory-source-library-report]
-workspace = false
-dependencies = [
-	"real-world-memory-source-library-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/source-library-report.json",
-	"--out",
-	"tmp/real-world-memory/source-library-report.md",
-]
-
-[tasks.real-world-memory-live-adapters]
-workspace = false
-command = "bash"
-args = [
-	"scripts/real-world-docker.sh",
-	"memory-live-adapters",
-]
-
-[tasks.real-world-memory-live-consolidation]
-workspace = false
-command = "bash"
-args = [
-	"scripts/real-world-docker.sh",
-	"memory-live-consolidation",
-]
-
-[tasks.real-world-memory-live-knowledge]
-workspace = false
-command = "bash"
-args = [
-	"scripts/real-world-docker.sh",
-	"memory-live-knowledge",
-]
-
-[tasks.real-world-memory-proactive-brief]
-workspace = false
-dependencies = [
-	"real-world-memory-proactive-brief-report",
-]
-
-[tasks.real-world-memory-proactive-brief-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/proactive_brief",
-	"--out",
-	"tmp/real-world-memory/proactive-brief/report.json",
-	"--run-id",
-	"real-world-memory-proactive-brief",
-	"--adapter-id",
-	"fixture_proactive_brief",
-	"--adapter-name",
-	"ELF proactive brief fixture",
-]
-
-[tasks.real-world-memory-proactive-brief-report]
-workspace = false
-dependencies = [
-	"real-world-memory-proactive-brief-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/proactive-brief/report.json",
-	"--out",
-	"tmp/real-world-memory/proactive-brief/report.md",
-]
-
-[tasks.real-world-memory-production-ops]
-workspace = false
-dependencies = [
-	"real-world-memory-production-ops-report",
-]
-
-[tasks.real-world-memory-production-ops-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/production_ops",
-	"--run-id",
-	"real-world-memory-production-ops",
-	"--adapter-id",
-	"fixture_production_ops",
-	"--adapter-name",
-	"ELF production-ops fixture",
-	"--out",
-	"tmp/real-world-memory/production-ops-report.json",
-]
-
-[tasks.real-world-memory-production-ops-report]
-workspace = false
-dependencies = [
-	"real-world-memory-production-ops-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/production-ops-report.json",
-	"--out",
-	"tmp/real-world-memory/production-ops-report.md",
-]
-
-[tasks.real-world-memory-project-decisions]
-workspace = false
-dependencies = [
-	"real-world-memory-project-decisions-report",
-]
-
-[tasks.real-world-memory-project-decisions-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/project_decisions",
-	"--out",
-	"tmp/real-world-memory/project-decisions/report.json",
-	"--run-id",
-	"real-world-memory-project-decisions",
-	"--adapter-id",
-	"fixture_project_decisions",
-	"--adapter-name",
-	"ELF project decision fixture",
-]
-
-[tasks.real-world-memory-project-decisions-report]
-workspace = false
-dependencies = [
-	"real-world-memory-project-decisions-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/project-decisions/report.json",
-	"--out",
-	"tmp/real-world-memory/project-decisions/report.md",
-]
-
-[tasks.real-world-memory-quantitative-scoreboard]
-workspace = false
-dependencies = [
-	"real-world-memory-quantitative-scoreboard-report",
-]
-
-[tasks.real-world-memory-quantitative-scoreboard-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory",
-	"--out",
-	"tmp/real-world-memory/quantitative-scoreboard/report.json",
-	"--run-id",
-	"public-quantitative-competitor-scoreboard",
-	"--adapter-id",
-	"elf_real_world_memory_fixture",
-	"--adapter-name",
-	"ELF real-world memory fixture",
-]
-
-[tasks.real-world-memory-quantitative-scoreboard-report]
-workspace = false
-dependencies = [
-	"real-world-memory-quantitative-scoreboard-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/quantitative-scoreboard/report.json",
-	"--out",
-	"tmp/real-world-memory/quantitative-scoreboard/report.md",
-]
-
-[tasks.real-world-memory-report]
-workspace = false
-dependencies = [
-	"real-world-memory-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/real-world-memory-report.json",
-	"--out",
-	"tmp/real-world-memory/real-world-memory-report.md",
-]
-
-[tasks.real-world-memory-retrieval]
-workspace = false
-dependencies = [
-	"real-world-memory-retrieval-report",
-]
-
-[tasks.real-world-memory-retrieval-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/retrieval",
-	"--run-id",
-	"real-world-memory-retrieval",
-	"--adapter-id",
-	"fixture_retrieval",
-	"--adapter-name",
-	"ELF fixture retrieval cases",
-	"--out",
-	"tmp/real-world-memory/retrieval-report.json",
-]
-
-[tasks.real-world-memory-retrieval-report]
-workspace = false
-dependencies = [
-	"real-world-memory-retrieval-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/retrieval-report.json",
-	"--out",
-	"tmp/real-world-memory/retrieval-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-work-continuity]
-workspace = false
-dependencies = [
-	"real-world-memory-work-continuity-report",
-]
-
-[tasks.real-world-memory-work-continuity-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/work_continuity",
-	"--out",
-	"tmp/real-world-memory/work-continuity/report.json",
-	"--run-id",
-	"real-world-memory-work-continuity",
-	"--adapter-id",
-	"fixture_work_continuity",
-	"--adapter-name",
-	"ELF Work Continuity fixture",
-]
-
-[tasks.real-world-memory-work-continuity-report]
-workspace = false
-dependencies = [
-	"real-world-memory-work-continuity-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/work-continuity/report.json",
-	"--out",
-	"tmp/real-world-memory/work-continuity/report.md",
-]
-
-[tasks.real-world-memory-service-native-dreaming]
-workspace = false
-command = "bash"
-args = [
-	"scripts/real-world-docker.sh",
-	"memory-service-native-dreaming",
-]
-
-[tasks.real-world-memory-summary]
-workspace = false
-dependencies = [
-	"real-world-memory-summary-report",
-]
-
-[tasks.real-world-memory-summary-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/memory_summary",
-	"--out",
-	"tmp/real-world-memory/memory-summary/report.json",
-	"--run-id",
-	"real-world-memory-summary",
-	"--adapter-id",
-	"fixture_memory_summary",
-	"--adapter-name",
-	"ELF memory summary fixture",
-]
-
-[tasks.real-world-memory-summary-report]
-workspace = false
-dependencies = [
-	"real-world-memory-summary-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-memory/memory-summary/report.json",
-	"--out",
-	"tmp/real-world-memory/memory-summary/report.md",
-]
-
-# Check
-# | task             | type      | cwd |
-# | ---------------- | --------- | --- |
-# | check            | composite |     |
-# | check-docs       | command   |     |
-# | check-rust       | command   |     |
-# | check-trace-gate | command   |     |
-# | checks           | composite |     |
-
-[tasks.check]
-clear = true
-workspace = false
-dependencies = [
-	"fmt-check",
-	"check-docs",
-	"check-rust",
-	"lint",
-	"test",
-]
-
-[tasks.check-docs]
-workspace = false
-command = "python3"
-args = [
-	"scripts/check-docs.py",
-]
-
-[tasks.check-rust]
-workspace = false
-command = "cargo"
-args = [
-	"check",
-	"--workspace",
-	"--all-targets",
-	"--all-features",
-]
-
-[tasks.check-trace-gate]
-workspace = false
-command = "bash"
-args = [
-	"scripts/trace-gate.sh",
-]
-
-[tasks.checks]
-workspace = false
-dependencies = [
-	"check",
-]
-
-# Clean
-# | task                       | type    | cwd |
-# | -------------------------- | ------- | --- |
-# | clean-baseline-live-docker | command |     |
-# | clean-parity-docker        | command |     |
-
-[tasks.clean-baseline-live-docker]
-workspace = false
-command = "docker"
-args = [
-	"compose",
-	"-f",
-	"docker-compose.baseline.yml",
-	"down",
-	"-v",
-	"--remove-orphans",
-]
-
-[tasks.clean-parity-docker]
-workspace = false
-command = "docker"
-args = [
-	"compose",
-	"-f",
-	"docker-compose.parity.yml",
-	"down",
-	"-v",
-	"--remove-orphans",
-]
-
-# Format
-# | task           | type      | cwd |
-# | -------------- | --------- | --- |
-# | fmt            | composite |     |
-# | fmt-check      | composite |     |
-# | fmt-rust       | command   |     |
-# | fmt-rust-check | extend    |     |
-# | fmt-toml       | command   |     |
-# | fmt-toml-check | extend    |     |
-
-[tasks.fmt]
-workspace = false
-dependencies = [
-	"fmt-rust",
-	"fmt-toml",
-]
-
-[tasks.fmt-check]
-workspace = false
-dependencies = [
-	"fmt-rust-check",
-	"fmt-toml-check",
-]
-
-[tasks.fmt-rust]
-workspace = false
-script = "cargo +nightly fmt --all"
-
-[tasks.fmt-rust-check]
-extend = "fmt-rust"
-script = "cargo +nightly fmt --all -- --check"
-
-[tasks.fmt-toml]
-workspace = false
-command = "taplo"
-args = [
-	"fmt",
-]
-
-[tasks.fmt-toml-check]
-extend = "fmt-toml"
-args = [
-	"fmt",
-	"--check",
-]
-
-# Lint
-# | task        | type      | cwd |
-# | ----------- | --------- | --- |
-# | lint        | composite |     |
-# | lint-rust   | command   |     |
-# | lint-vstyle | command   |     |
-
-[tasks.lint]
-workspace = false
-dependencies = [
-	"lint-rust",
-	"lint-vstyle",
-]
-
-[tasks.lint-rust]
-workspace = false
-command = "cargo"
-args = [
-	"clippy",
-	"--all-features",
-	"--all-targets",
-	"--workspace",
-	"--",
-	"-D",
-	"clippy::all",
-	"-D",
-	"clippy::too_many_lines",
-	"-D",
-	"clippy::unwrap_used",
-	"-D",
-	"clippy::use_self",
-	"-D",
-	"clippy::wildcard_imports",
-	"-D",
-	"missing-docs",
-	"-D",
-	"unused-crate-dependencies",
-	"-D",
-	"warnings",
-]
-
-[tasks.lint-vstyle]
-workspace = false
-command = "cargo"
-args = [
-	"vstyle",
-	"curate",
-	"--language",
-	"rust",
-	"--workspace",
-	"--all-features",
-]
-
-# Lint Fix
-# | task            | type      | cwd |
-# | --------------- | --------- | --- |
-# | lint-fix        | composite |     |
-# | lint-fix-rust   | command   |     |
-# | lint-fix-vstyle | command   |     |
-
-[tasks.lint-fix]
-workspace = false
-dependencies = [
-	"lint-fix-rust",
-	"lint-fix-vstyle",
-]
-
-[tasks.lint-fix-rust]
-workspace = false
-command = "cargo"
-args = [
-	"clippy",
-	"--fix",
-	"--allow-dirty",
-	"--all-features",
-	"--all-targets",
-	"--workspace",
-	"--",
-	"-D",
-	"clippy::all",
-	"-D",
-	"clippy::too_many_lines",
-	"-D",
-	"clippy::unwrap_used",
-	"-D",
-	"clippy::use_self",
-	"-D",
-	"clippy::wildcard_imports",
-	"-D",
-	"missing-docs",
-	"-D",
-	"unused-crate-dependencies",
-	"-D",
-	"warnings",
-]
-
-[tasks.lint-fix-vstyle]
-workspace = false
-command = "cargo"
-args = [
-	"vstyle",
-	"tune",
-	"--language",
-	"rust",
-	"--workspace",
-	"--all-features",
-	"--strict",
-]
-
-# Research
-# | task                                    | type      | cwd |
-# | --------------------------------------- | --------- | --- |
-# | external-memory-radar                   | command   |     |
-# | external-memory-radar-artifact          | composite |     |
-# | external-memory-radar-artifact-json     | command   |     |
-# | external-memory-radar-artifact-validate | command   |     |
-# | external-memory-radar-dry-run           | composite |     |
-# | external-memory-radar-dry-run-json      | command   |     |
-# | external-memory-radar-dry-run-validate  | command   |     |
-# | external-memory-radar-validate          | command   |     |
-
-[tasks.external-memory-radar]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"external_memory_pattern_radar",
-	"--",
-	"run",
-	"--cursor",
-	"apps/elf-eval/fixtures/external_memory_pattern_radar/cursor.json",
-	"--summary",
-	"docs/evidence/external_memory_pattern_radar_latest.md",
-]
-
-[tasks.external-memory-radar-artifact]
-workspace = false
-dependencies = [
-	"external-memory-radar-artifact-json",
-	"external-memory-radar-artifact-validate",
-]
-
-[tasks.external-memory-radar-artifact-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"external_memory_pattern_radar",
-	"--",
-	"run",
-	"--cursor",
-	"apps/elf-eval/fixtures/external_memory_pattern_radar/cursor.json",
-	"--out-cursor",
-	"tmp/external-memory-pattern-radar/cursor.json",
-	"--summary",
-	"tmp/external-memory-pattern-radar/latest.md",
-]
-
-[tasks.external-memory-radar-artifact-validate]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"external_memory_pattern_radar",
-	"--",
-	"validate",
-	"--cursor",
-	"tmp/external-memory-pattern-radar/cursor.json",
-]
-
-[tasks.external-memory-radar-dry-run]
-workspace = false
-dependencies = [
-	"external-memory-radar-dry-run-json",
-	"external-memory-radar-dry-run-validate",
-]
-
-[tasks.external-memory-radar-dry-run-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"external_memory_pattern_radar",
-	"--",
-	"run",
-	"--mode",
-	"offline",
-	"--cursor",
-	"apps/elf-eval/fixtures/external_memory_pattern_radar/cursor.json",
-	"--out-cursor",
-	"tmp/external-memory-pattern-radar/cursor.json",
-	"--summary",
-	"tmp/external-memory-pattern-radar/latest.md",
-]
-
-[tasks.external-memory-radar-dry-run-validate]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"external_memory_pattern_radar",
-	"--",
-	"validate",
-	"--cursor",
-	"tmp/external-memory-pattern-radar/cursor.json",
-]
-
-[tasks.external-memory-radar-validate]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"external_memory_pattern_radar",
-	"--",
-	"validate",
-	"--cursor",
-	"apps/elf-eval/fixtures/external_memory_pattern_radar/cursor.json",
-]
-
-# Smoke
-# | task                               | type      | cwd |
-# | ---------------------------------- | --------- | --- |
-# | smoke-graphify-docker-graph-report | command   |     |
-# | smoke-graphiti-zep-docker-temporal | command   |     |
-# | smoke-graphrag-docker              | command   |     |
-# | smoke-letta-core-archive-export-readback | command   |     |
-# | smoke-lightrag-docker-context      | command   |     |
-# | smoke-ragflow-docker               | command   |     |
-# | smoke-real-world-job               | composite |     |
-# | smoke-real-world-job-json          | command   |     |
-# | smoke-real-world-job-report        | command   |     |
-
-[tasks.smoke-graphify-docker-graph-report]
-workspace = false
-command = "bash"
-args = [
-	"scripts/smoke-docker.sh",
-	"graphify-docker-graph-report",
-]
-
-[tasks.smoke-graphiti-zep-docker-temporal]
-workspace = false
-command = "bash"
-args = [
-	"scripts/smoke-docker.sh",
-	"graphiti-zep-docker-temporal",
-]
-
-[tasks.smoke-graphrag-docker]
-workspace = false
-command = "bash"
-args = [
-	"scripts/smoke-docker.sh",
-	"graphrag-docker",
-]
-
-[tasks.smoke-letta-core-archive-export-readback]
-workspace = false
-command = "bash"
-args = [
-	"scripts/smoke-docker.sh",
-	"letta-core-archive-export-readback",
-]
-
-[tasks.smoke-lightrag-docker-context]
-workspace = false
-command = "bash"
-args = [
-	"scripts/smoke-docker.sh",
-	"lightrag-docker-context",
-]
-
-[tasks.smoke-ragflow-docker]
-workspace = false
-command = "bash"
-args = [
-	"scripts/ragflow-docker-evidence-smoke.sh",
-]
-
-[tasks.smoke-real-world-job]
-workspace = false
-dependencies = [
-	"smoke-real-world-job-report",
-]
-
-[tasks.smoke-real-world-job-json]
-workspace = false
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"run",
-	"--fixtures",
-	"apps/elf-eval/fixtures/real_world_memory/work_resume",
-	"--out",
-	"tmp/real-world-job/real-world-job-smoke-report.json",
-]
-
-[tasks.smoke-real-world-job-report]
-workspace = false
-dependencies = [
-	"smoke-real-world-job-json",
-]
-command = "cargo"
-args = [
-	"run",
-	"-p",
-	"elf-eval",
-	"--bin",
-	"real_world_job_benchmark",
-	"--",
-	"publish",
-	"--report",
-	"tmp/real-world-job/real-world-job-smoke-report.json",
-	"--out",
-	"tmp/real-world-job/real-world-job-smoke-report.md",
-]
-
-# Test
-# | task                  | type      | cwd |
-# | --------------------- | --------- | --- |
-# | test                  | composite |     |
-# | test-e2e              | command   |     |
-# | test-rust             | command   |     |
-# | test-rust-all         | command   |     |
-# | test-rust-integration | command   |     |
-
-[tasks.test]
-clear = true
-workspace = false
-dependencies = [
-	"test-rust",
-]
-
-[tasks.test-e2e]
-workspace = false
-command = "bash"
-args = [
-	"scripts/context-misranking-harness.sh",
-]
-
-[tasks.test-rust]
-workspace = false
-command = "cargo"
-args = [
-	"nextest",
-	"run",
-	"--workspace",
-	"--all-targets",
-	"--all-features",
-]
-
-[tasks.test-rust-all]
-workspace = false
-command = "cargo"
-args = [
-	"nextest",
-	"run",
-	"--workspace",
-	"--all-targets",
-	"--all-features",
-	"--run-ignored",
-	"all",
-]
-
-[tasks.test-rust-integration]
-workspace = false
-command = "cargo"
-args = [
-	"nextest",
-	"run",
-	"--workspace",
-	"--all-targets",
-	"--all-features",
-	"--run-ignored",
-	"only",
+#
+# `Makefile.toml` is the cargo-make entrypoint. Task definitions live in the
+# focused makefiles below so command ownership stays navigable while this file
+# remains the public task-runner authority.
+
+extend = [
+    { path = "makefiles/benchmark-core.toml" },
+    { path = "makefiles/benchmark-memory-a.toml" },
+    { path = "makefiles/benchmark-memory-b.toml" },
+    { path = "makefiles/check.toml" },
+    { path = "makefiles/clean.toml" },
+    { path = "makefiles/format.toml" },
+    { path = "makefiles/lint.toml" },
+    { path = "makefiles/lint-fix.toml" },
+    { path = "makefiles/research.toml" },
+    { path = "makefiles/smoke.toml" },
+    { path = "makefiles/test.toml" },
 ]
diff --git a/apps/elf-eval/tests/real_world_job_benchmark/closeout_reports_workspace.rs b/apps/elf-eval/tests/real_world_job_benchmark/closeout_reports_workspace.rs
index 382c8ba6..092693cb 100644
--- a/apps/elf-eval/tests/real_world_job_benchmark/closeout_reports_workspace.rs
+++ b/apps/elf-eval/tests/real_world_job_benchmark/closeout_reports_workspace.rs
@@ -13,7 +13,7 @@ fn p2_knowledge_workspace_closeout_preserves_pageindex_openkb_boundaries() -> Re
 	let markdown = fs::read_to_string(
 		support::p2_knowledge_workspace_pageindex_openkb_closeout_report_markdown_path()?,
 	)?;
-	let makefile = fs::read_to_string(support::workspace_root()?.join("Makefile.toml"))?;
+	let makefile = support::make_task_catalog()?;
 	let benchmarking_index = fs::read_to_string(support::benchmarking_index_path()?)?;
 	let readme = fs::read_to_string(support::readme_path()?)?;
 	let benchmark_runbook = fs::read_to_string(
diff --git a/apps/elf-eval/tests/real_world_job_benchmark/consolidation_knowledge_tests_live.rs b/apps/elf-eval/tests/real_world_job_benchmark/consolidation_knowledge_tests_live.rs
index 77af72d6..f0e90a96 100644
--- a/apps/elf-eval/tests/real_world_job_benchmark/consolidation_knowledge_tests_live.rs
+++ b/apps/elf-eval/tests/real_world_job_benchmark/consolidation_knowledge_tests_live.rs
@@ -22,7 +22,7 @@ fn live_consolidation_report_preserves_reviewable_output_boundaries() -> Result<
 			.join("benchmarking")
 			.join("real_world_agent_memory_benchmark.md"),
 	)?;
-	let makefile = fs::read_to_string(workspace.join("Makefile.toml"))?;
+	let makefile = support::make_task_catalog()?;
 	let live_script =
 		fs::read_to_string(workspace.join("scripts/real-world-consolidation-live-adapter.sh"))?;
 	let live_adapter =
@@ -136,7 +136,7 @@ fn assert_live_consolidation_scripts(docker_script: &str, live_script: &str, liv
 #[test]
 fn live_knowledge_page_rebuild_lint_has_dedicated_docker_task() -> Result<()> {
 	let workspace = support::workspace_root()?;
-	let makefile = fs::read_to_string(workspace.join("Makefile.toml"))?;
+	let makefile = support::make_task_catalog()?;
 	let docker_script = fs::read_to_string(workspace.join("scripts/real-world-docker.sh"))?;
 	let live_script =
 		fs::read_to_string(workspace.join("scripts/real-world-knowledge-live-adapter.sh"))?;
diff --git a/apps/elf-eval/tests/real_world_job_benchmark/live_adapter_tasks.rs b/apps/elf-eval/tests/real_world_job_benchmark/live_adapter_tasks.rs
index 096a9263..9974f5d9 100644
--- a/apps/elf-eval/tests/real_world_job_benchmark/live_adapter_tasks.rs
+++ b/apps/elf-eval/tests/real_world_job_benchmark/live_adapter_tasks.rs
@@ -55,7 +55,7 @@ fn append_rust_sources(dir: &Path, source: &mut String) -> Result<()> {
 #[test]
 fn live_adapter_aggregate_forwards_graph_rag_smoke_controls() -> Result<()> {
 	let workspace = support::workspace_root()?;
-	let makefile = fs::read_to_string(workspace.join("Makefile.toml"))?;
+	let makefile = support::make_task_catalog()?;
 	let docker_script = fs::read_to_string(workspace.join("scripts/real-world-docker.sh"))?;
 
 	assert!(
@@ -101,7 +101,7 @@ fn live_adapter_aggregate_forwards_graph_rag_smoke_controls() -> Result<()> {
 #[test]
 fn openmemory_ui_export_probe_has_dedicated_docker_task() -> Result<()> {
 	let workspace_root = support::workspace_root()?;
-	let makefile = fs::read_to_string(workspace_root.join("Makefile.toml"))?;
+	let makefile = support::make_task_catalog()?;
 	let docker_script = fs::read_to_string(workspace_root.join("scripts/baseline-docker.sh"))?;
 	let compose = fs::read_to_string(workspace_root.join("docker-compose.baseline.yml"))?;
 	let script = [
@@ -154,7 +154,7 @@ fn openmemory_ui_export_probe_has_dedicated_docker_task() -> Result<()> {
 #[test]
 fn operator_debug_live_adapter_task_is_docker_scoped() -> Result<()> {
 	let workspace = support::workspace_root()?;
-	let makefile = fs::read_to_string(workspace.join("Makefile.toml"))?;
+	let makefile = support::make_task_catalog()?;
 	let docker_script = fs::read_to_string(workspace.join("scripts/real-world-docker.sh"))?;
 	let script = fs::read_to_string(
 		workspace.join("scripts").join("real-world-operator-debug-live-adapters.sh"),
diff --git a/apps/elf-eval/tests/real_world_job_benchmark/support.rs b/apps/elf-eval/tests/real_world_job_benchmark/support.rs
index 8cf52509..0283e761 100644
--- a/apps/elf-eval/tests/real_world_job_benchmark/support.rs
+++ b/apps/elf-eval/tests/real_world_job_benchmark/support.rs
@@ -1,5 +1,6 @@
 #[path = "support/contracts.rs"] mod contracts;
 #[path = "support/json.rs"] mod json;
+#[path = "support/makefiles.rs"] mod makefiles;
 #[path = "support/paths.rs"] mod paths;
 #[path = "support/report_paths.rs"] mod report_paths;
 #[path = "support/runners.rs"] mod runners;
@@ -9,6 +10,7 @@ pub(super) use self::{
 	json::{
 		array_at, array_contains_str, find_by_field, load_json, set_json_pointer, string_array_at,
 	},
+	makefiles::make_task_catalog,
 	paths::{
 		adversarial_quality_fixture_dir, capture_fixture_dir, collapse_whitespace,
 		consolidation_fixture_dir, context_trajectory_fixture_dir,
diff --git a/apps/elf-eval/tests/real_world_job_benchmark/support/makefiles.rs b/apps/elf-eval/tests/real_world_job_benchmark/support/makefiles.rs
new file mode 100644
index 00000000..8fd08a16
--- /dev/null
+++ b/apps/elf-eval/tests/real_world_job_benchmark/support/makefiles.rs
@@ -0,0 +1,28 @@
+use std::fs;
+
+use color_eyre::Result;
+
+pub(crate) fn make_task_catalog() -> Result<String> {
+	let workspace = super::workspace_root()?;
+	let makefiles_dir = workspace.join("makefiles");
+	let mut catalog = fs::read_to_string(workspace.join("Makefile.toml"))?;
+
+	if makefiles_dir.is_dir() {
+		let mut paths = Vec::new();
+
+		for entry in fs::read_dir(makefiles_dir)? {
+			paths.push(entry?.path());
+		}
+
+		paths.sort();
+
+		for path in paths {
+			if path.extension().and_then(|ext| ext.to_str()) == Some("toml") {
+				catalog.push('\n');
+				catalog.push_str(fs::read_to_string(path)?.as_str());
+			}
+		}
+	}
+
+	Ok(catalog)
+}
diff --git a/makefiles/benchmark-core.toml b/makefiles/benchmark-core.toml
new file mode 100644
index 00000000..02c94349
--- /dev/null
+++ b/makefiles/benchmark-core.toml
@@ -0,0 +1,297 @@
+# Rust workspace tasks: Benchmark core, baseline, and operator tasks.
+
+# Rust workspace tasks: Benchmark.
+
+# Benchmark
+# | task                                       | type      | cwd |
+# | ------------------------------------------ | --------- | --- |
+# | baseline-backfill-100k-docker              | command   |     |
+# | baseline-backfill-10k-docker               | command   |     |
+# | baseline-backfill-docker                   | command   |     |
+# | baseline-live-docker                       | command   |     |
+# | baseline-live-report                       | command   |     |
+# | baseline-production-private                | command   |     |
+# | baseline-production-private-addendum       | command   |     |
+# | baseline-production-synthetic              | command   |     |
+# | baseline-soak-docker                       | command   |     |
+# | local-agent-loop                           | command   |     |
+# | openmemory-ui-export-readback              | command   |     |
+# | parity-docker                              | command   |     |
+# | real-world-first-generation-oss            | composite |     |
+# | real-world-first-generation-oss-json       | command   |     |
+# | real-world-first-generation-oss-report     | command   |     |
+# | real-world-job-operator-ux                 | composite |     |
+# | real-world-job-operator-ux-json            | command   |     |
+# | real-world-job-operator-ux-live-adapters   | command   |     |
+# | real-world-job-operator-ux-report          | command   |     |
+# | real-world-memory                          | composite |     |
+# | real-world-memory-adversarial-quality      | composite |     |
+# | real-world-memory-adversarial-quality-json | command   |     |
+# | real-world-memory-adversarial-quality-report | command |     |
+# | real-world-memory-consolidation            | composite |     |
+# | real-world-memory-consolidation-json       | command   |     |
+# | real-world-memory-consolidation-report     | command   |     |
+# | real-world-memory-p1-closeout              | composite |     |
+# | real-world-memory-p1-closeout-json         | command   |     |
+# | real-world-memory-p1-closeout-report       | command   |     |
+# | real-world-memory-p4-production-readiness  | composite |     |
+# | real-world-memory-p4-production-readiness-json | command |     |
+# | real-world-memory-p4-production-readiness-report | command |     |
+# | real-world-memory-p4-quality-hardening-closeout | composite |     |
+# | real-world-memory-p2-knowledge-closeout    | composite |     |
+# | real-world-memory-core-archival            | composite |     |
+# | real-world-memory-core-archival-json       | command   |     |
+# | real-world-memory-core-archival-report     | command   |     |
+# | real-world-memory-context-trajectory       | composite |     |
+# | real-world-memory-context-trajectory-json  | command   |     |
+# | real-world-memory-context-trajectory-report | command   |     |
+# | real-world-memory-evolution                | composite |     |
+# | real-world-memory-evolution-json           | command   |     |
+# | real-world-memory-evolution-report         | command   |     |
+# | real-world-memory-graph-rag                | composite |     |
+# | real-world-memory-graph-rag-json           | command   |     |
+# | real-world-memory-graph-rag-report         | command   |     |
+# | real-world-memory-json                     | command   |     |
+# | real-world-memory-knowledge                | composite |     |
+# | real-world-memory-knowledge-json           | command   |     |
+# | real-world-memory-knowledge-report         | command   |     |
+# | real-world-memory-live-adapters            | command   |     |
+# | real-world-memory-live-consolidation       | command   |     |
+# | real-world-memory-live-knowledge           | command   |     |
+# | real-world-memory-mem0-openmemory-letta    | composite |     |
+# | real-world-memory-mem0-openmemory-letta-json | command |     |
+# | real-world-memory-mem0-openmemory-letta-report | command |     |
+# | real-world-memory-pageindex-openkb         | composite |     |
+# | real-world-memory-pageindex-openkb-json    | command   |     |
+# | real-world-memory-pageindex-openkb-report  | command   |     |
+# | real-world-memory-proactive-brief          | composite |     |
+# | real-world-memory-proactive-brief-json     | command   |     |
+# | real-world-memory-proactive-brief-report   | command   |     |
+# | real-world-memory-production-ops           | composite |     |
+# | real-world-memory-production-ops-json      | command   |     |
+# | real-world-memory-production-ops-report    | command   |     |
+# | real-world-memory-project-decisions        | composite |     |
+# | real-world-memory-project-decisions-json   | command   |     |
+# | real-world-memory-project-decisions-report | command   |     |
+# | real-world-memory-quantitative-scoreboard  | composite |     |
+# | real-world-memory-quantitative-scoreboard-json | command |     |
+# | real-world-memory-quantitative-scoreboard-report | command |     |
+# | real-world-memory-report                   | command   |     |
+# | real-world-memory-retrieval                | composite |     |
+# | real-world-memory-retrieval-json           | command   |     |
+# | real-world-memory-retrieval-report         | command   |     |
+# | real-world-memory-scheduled                | composite |     |
+# | real-world-memory-scheduled-json           | command   |     |
+# | real-world-memory-scheduled-report         | command   |     |
+# | real-world-memory-service-native-dreaming  | command   |     |
+# | real-world-memory-summary                  | composite |     |
+# | real-world-memory-summary-json             | command   |     |
+# | real-world-memory-summary-report           | command   |     |
+# | real-world-memory-work-continuity          | composite |     |
+# | real-world-memory-work-continuity-json     | command   |     |
+# | real-world-memory-work-continuity-report   | command   |     |
+
+[tasks.baseline-backfill-100k-docker]
+workspace = false
+command = "bash"
+args = [
+	"scripts/baseline-docker.sh",
+	"backfill-100k",
+]
+
+[tasks.baseline-backfill-10k-docker]
+workspace = false
+command = "bash"
+args = [
+	"scripts/baseline-docker.sh",
+	"backfill-10k",
+]
+
+[tasks.baseline-backfill-docker]
+workspace = false
+command = "bash"
+args = [
+	"scripts/baseline-docker.sh",
+	"backfill",
+]
+
+[tasks.baseline-live-docker]
+workspace = false
+command = "bash"
+args = [
+	"scripts/baseline-docker.sh",
+	"live",
+]
+
+[tasks.baseline-live-report]
+workspace = false
+command = "bash"
+args = [
+	"scripts/live-baseline-report-to-md.sh",
+]
+
+[tasks.baseline-production-private]
+workspace = false
+command = "bash"
+args = [
+	"scripts/baseline-docker.sh",
+	"production-private",
+]
+
+[tasks.baseline-production-private-addendum]
+workspace = false
+command = "bash"
+args = [
+	"scripts/baseline-docker.sh",
+	"production-private-addendum",
+]
+
+[tasks.baseline-production-synthetic]
+workspace = false
+command = "bash"
+args = [
+	"scripts/baseline-docker.sh",
+	"production-synthetic",
+]
+
+[tasks.baseline-soak-docker]
+workspace = false
+command = "bash"
+args = [
+	"scripts/baseline-docker.sh",
+	"soak",
+]
+
+[tasks.local-agent-loop]
+workspace = false
+command = "bash"
+args = [
+	"scripts/local-agent-loop.sh",
+]
+
+[tasks.openmemory-ui-export-readback]
+workspace = false
+command = "bash"
+args = [
+	"scripts/baseline-docker.sh",
+	"openmemory-ui-export-readback",
+]
+
+[tasks.parity-docker]
+workspace = false
+command = "docker"
+args = [
+	"compose",
+	"-f",
+	"docker-compose.parity.yml",
+	"run",
+	"--build",
+	"--rm",
+	"parity-runner",
+]
+
+[tasks.real-world-first-generation-oss]
+workspace = false
+dependencies = [
+	"real-world-first-generation-oss-report",
+]
+
+[tasks.real-world-first-generation-oss-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_external_adapters/first_generation_oss",
+	"--out",
+	"tmp/real-world-memory/first-generation-oss/report.json",
+	"--run-id",
+	"first-generation-oss-continuity-source-store",
+	"--adapter-id",
+	"fixture_first_generation_oss",
+	"--adapter-name",
+	"First-generation OSS fixture coverage",
+]
+
+[tasks.real-world-first-generation-oss-report]
+workspace = false
+dependencies = [
+	"real-world-first-generation-oss-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/first-generation-oss/report.json",
+	"--out",
+	"tmp/real-world-memory/first-generation-oss/report.md",
+]
+
+[tasks.real-world-job-operator-ux]
+workspace = false
+dependencies = [
+	"real-world-job-operator-ux-report",
+]
+
+[tasks.real-world-job-operator-ux-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_job/operator_debugging_ux",
+	"--out",
+	"tmp/real-world-job/real-world-job-operator-ux-report.json",
+	"--run-id",
+	"real-world-job-operator-ux",
+	"--adapter-id",
+	"fixture_operator_ux",
+	"--adapter-name",
+	"ELF operator UX fixture",
+]
+
+[tasks.real-world-job-operator-ux-live-adapters]
+workspace = false
+command = "bash"
+args = [
+	"scripts/real-world-docker.sh",
+	"job-operator-ux-live-adapters",
+]
+
+[tasks.real-world-job-operator-ux-report]
+workspace = false
+dependencies = [
+	"real-world-job-operator-ux-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-job/real-world-job-operator-ux-report.json",
+	"--out",
+	"tmp/real-world-job/real-world-job-operator-ux-report.md",
+]
diff --git a/makefiles/benchmark-memory-a.toml b/makefiles/benchmark-memory-a.toml
new file mode 100644
index 00000000..a7063ca4
--- /dev/null
+++ b/makefiles/benchmark-memory-a.toml
@@ -0,0 +1,414 @@
+# Rust workspace tasks: Benchmark real-world memory tasks, first half.
+
+[tasks.real-world-memory]
+workspace = false
+dependencies = [
+	"real-world-memory-report",
+]
+
+[tasks.real-world-memory-adversarial-quality]
+workspace = false
+dependencies = [
+	"real-world-memory-adversarial-quality-report",
+]
+
+[tasks.real-world-memory-adversarial-quality-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/adversarial_quality",
+	"--out",
+	"tmp/real-world-memory/adversarial-quality/report.json",
+	"--run-id",
+	"real-world-memory-adversarial-quality",
+	"--adapter-id",
+	"fixture_adversarial_quality",
+	"--adapter-name",
+	"ELF adversarial quality fixture",
+]
+
+[tasks.real-world-memory-adversarial-quality-report]
+workspace = false
+dependencies = [
+	"real-world-memory-adversarial-quality-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/adversarial-quality/report.json",
+	"--out",
+	"tmp/real-world-memory/adversarial-quality/report.md",
+]
+
+[tasks.real-world-memory-consolidation]
+workspace = false
+dependencies = [
+	"real-world-memory-consolidation-report",
+]
+
+[tasks.real-world-memory-consolidation-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/consolidation",
+	"--out",
+	"tmp/real-world-memory/consolidation/report.json",
+	"--run-id",
+	"real-world-memory-consolidation",
+	"--adapter-id",
+	"fixture_consolidation",
+	"--adapter-name",
+	"ELF consolidation fixture",
+]
+
+[tasks.real-world-memory-consolidation-report]
+workspace = false
+dependencies = [
+	"real-world-memory-consolidation-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/consolidation/report.json",
+	"--out",
+	"tmp/real-world-memory/consolidation/report.md",
+]
+
+[tasks.real-world-memory-p1-closeout]
+workspace = false
+dependencies = [
+	"real-world-memory-p1-closeout-report",
+]
+
+[tasks.real-world-memory-p1-closeout-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/p1_closeout",
+	"--out",
+	"tmp/real-world-memory/p1-closeout/report.json",
+	"--run-id",
+	"real-world-memory-p1-closeout",
+	"--adapter-id",
+	"fixture_p1_closeout",
+	"--adapter-name",
+	"ELF P1 closeout fixture",
+]
+
+[tasks.real-world-memory-p1-closeout-report]
+workspace = false
+dependencies = [
+	"real-world-memory-p1-closeout-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/p1-closeout/report.json",
+	"--out",
+	"tmp/real-world-memory/p1-closeout/report.md",
+]
+
+[tasks.real-world-memory-p4-production-readiness]
+workspace = false
+dependencies = [
+	"real-world-memory-p4-production-readiness-report",
+]
+
+[tasks.real-world-memory-p4-production-readiness-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/production_ops",
+	"--out",
+	"tmp/real-world-memory/p4-production-readiness/report.json",
+	"--run-id",
+	"real-world-memory-p4-production-readiness",
+	"--adapter-id",
+	"fixture_production_ops",
+	"--adapter-name",
+	"ELF P4 production-readiness fixture",
+]
+
+[tasks.real-world-memory-p4-production-readiness-report]
+workspace = false
+dependencies = [
+	"real-world-memory-p4-production-readiness-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/p4-production-readiness/report.json",
+	"--out",
+	"tmp/real-world-memory/p4-production-readiness/report.md",
+]
+
+[tasks.real-world-memory-p4-quality-hardening-closeout]
+workspace = false
+dependencies = [
+	"real-world-memory-adversarial-quality-report",
+	"real-world-memory-p2-knowledge-closeout",
+	"real-world-memory-p4-production-readiness-report",
+]
+
+[tasks.real-world-memory-p2-knowledge-closeout]
+workspace = false
+dependencies = [
+	"real-world-memory-source-library-report",
+	"real-world-memory-knowledge-report",
+]
+
+[tasks.real-world-memory-core-archival]
+workspace = false
+dependencies = [
+	"real-world-memory-core-archival-report",
+]
+
+[tasks.real-world-memory-core-archival-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/core_archival_memory",
+	"--out",
+	"tmp/real-world-memory/core-archival/report.json",
+	"--run-id",
+	"real-world-memory-core-archival",
+	"--adapter-id",
+	"fixture_core_archival_memory",
+	"--adapter-name",
+	"ELF core and archival memory fixture",
+]
+
+[tasks.real-world-memory-core-archival-report]
+workspace = false
+dependencies = [
+	"real-world-memory-core-archival-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/core-archival/report.json",
+	"--out",
+	"tmp/real-world-memory/core-archival/report.md",
+]
+
+[tasks.real-world-memory-context-trajectory]
+workspace = false
+dependencies = [
+	"real-world-memory-context-trajectory-report",
+]
+
+[tasks.real-world-memory-context-trajectory-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/context_trajectory",
+	"--out",
+	"tmp/real-world-memory/context-trajectory/report.json",
+	"--run-id",
+	"real-world-memory-context-trajectory",
+	"--adapter-id",
+	"fixture_context_trajectory",
+	"--adapter-name",
+	"ELF context trajectory fixture",
+]
+
+[tasks.real-world-memory-context-trajectory-report]
+workspace = false
+dependencies = [
+	"real-world-memory-context-trajectory-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/context-trajectory/report.json",
+	"--out",
+	"tmp/real-world-memory/context-trajectory/report.md",
+]
+
+[tasks.real-world-memory-evolution]
+workspace = false
+dependencies = [
+	"real-world-memory-evolution-report",
+]
+
+[tasks.real-world-memory-evolution-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/evolution",
+	"--out",
+	"tmp/real-world-memory/evolution-report.json",
+	"--run-id",
+	"real-world-memory-evolution",
+	"--adapter-id",
+	"fixture_memory_evolution",
+	"--adapter-name",
+	"ELF fixture memory evolution",
+]
+
+[tasks.real-world-memory-evolution-report]
+workspace = false
+dependencies = [
+	"real-world-memory-evolution-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/evolution-report.json",
+	"--out",
+	"tmp/real-world-memory/evolution-report.md",
+]
+
+[tasks.real-world-memory-graph-rag]
+workspace = false
+dependencies = [
+	"real-world-memory-graph-rag-report",
+]
+
+[tasks.real-world-memory-graph-rag-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_external_adapters/graph_rag",
+	"--out",
+	"tmp/real-world-memory/graph-rag/report.json",
+	"--run-id",
+	"real-world-memory-graph-rag",
+	"--adapter-id",
+	"fixture_graph_rag_external_adapters",
+	"--adapter-name",
+	"Graph/RAG representative external-adapter fixtures",
+]
+
+[tasks.real-world-memory-graph-rag-report]
+workspace = false
+dependencies = [
+	"real-world-memory-graph-rag-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/graph-rag/report.json",
+	"--out",
+	"tmp/real-world-memory/graph-rag/report.md",
+]
diff --git a/makefiles/benchmark-memory-b.toml b/makefiles/benchmark-memory-b.toml
new file mode 100644
index 00000000..8657bb36
--- /dev/null
+++ b/makefiles/benchmark-memory-b.toml
@@ -0,0 +1,689 @@
+# Rust workspace tasks: Benchmark real-world memory tasks, second half.
+
+[tasks.real-world-memory-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory",
+	"--out",
+	"tmp/real-world-memory/real-world-memory-report.json",
+	"--run-id",
+	"real-world-memory",
+	"--adapter-id",
+	"elf_real_world_memory_fixture",
+	"--adapter-name",
+	"ELF real-world memory fixture",
+]
+
+[tasks.real-world-memory-knowledge]
+workspace = false
+dependencies = [
+	"real-world-memory-knowledge-report",
+]
+
+[tasks.real-world-memory-knowledge-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/knowledge",
+	"--out",
+	"tmp/real-world-memory/knowledge-report.json",
+	"--run-id",
+	"real-world-memory-knowledge",
+	"--adapter-id",
+	"fixture_knowledge",
+	"--adapter-name",
+	"ELF knowledge fixture",
+]
+
+[tasks.real-world-memory-knowledge-report]
+workspace = false
+dependencies = [
+	"real-world-memory-knowledge-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/knowledge-report.json",
+	"--out",
+	"tmp/real-world-memory/knowledge-report.md",
+]
+
+[tasks.real-world-memory-mem0-openmemory-letta]
+workspace = false
+dependencies = [
+	"real-world-memory-mem0-openmemory-letta-report",
+]
+
+[tasks.real-world-memory-mem0-openmemory-letta-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_external_adapters/mem0_openmemory_letta",
+	"--out",
+	"tmp/real-world-memory/mem0-openmemory-letta/report.json",
+	"--run-id",
+	"real-world-memory-mem0-openmemory-letta",
+	"--adapter-id",
+	"fixture_mem0_openmemory_letta",
+	"--adapter-name",
+	"mem0/OpenMemory and Letta memory-history/core-archive adapters",
+	"--adapter-behavior",
+	"same_corpus_adapter_fixture",
+	"--adapter-storage-status",
+	"blocked",
+	"--adapter-runtime-status",
+	"blocked",
+	"--adapter-notes",
+	"Offline fixtures map mem0 SDK history/export outputs to source ids and preserve OpenMemory UI/export plus Letta core/archive blockers until contained product exports map source ids.",
+]
+
+[tasks.real-world-memory-mem0-openmemory-letta-report]
+workspace = false
+dependencies = [
+	"real-world-memory-mem0-openmemory-letta-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/mem0-openmemory-letta/report.json",
+	"--out",
+	"tmp/real-world-memory/mem0-openmemory-letta/report.md",
+]
+
+[tasks.real-world-memory-pageindex-openkb]
+workspace = false
+dependencies = [
+	"real-world-memory-pageindex-openkb-report",
+]
+
+[tasks.real-world-memory-pageindex-openkb-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_external_adapters/pageindex_openkb",
+	"--out",
+	"tmp/real-world-memory/pageindex-openkb/report.json",
+	"--run-id",
+	"real-world-memory-pageindex-openkb",
+	"--adapter-id",
+	"fixture_pageindex_openkb_same_corpus",
+	"--adapter-name",
+	"PageIndex/OpenKB same-corpus adapter blockers",
+	"--adapter-behavior",
+	"typed_setup_blocker",
+	"--adapter-storage-status",
+	"blocked",
+	"--adapter-runtime-status",
+	"blocked",
+	"--adapter-notes",
+	"Offline fixtures preserve same-corpus PageIndex/OpenKB setup blockers until contained product artifacts map to ELF source ids.",
+]
+
+[tasks.real-world-memory-pageindex-openkb-report]
+workspace = false
+dependencies = [
+	"real-world-memory-pageindex-openkb-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/pageindex-openkb/report.json",
+	"--out",
+	"tmp/real-world-memory/pageindex-openkb/report.md",
+]
+
+[tasks.real-world-memory-source-library]
+workspace = false
+dependencies = [
+	"real-world-memory-source-library-report",
+]
+
+[tasks.real-world-memory-source-library-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/source_library",
+	"--out",
+	"tmp/real-world-memory/source-library-report.json",
+	"--run-id",
+	"real-world-memory-source-library",
+	"--adapter-id",
+	"fixture_source_library",
+	"--adapter-name",
+	"ELF source library fixture",
+]
+
+[tasks.real-world-memory-source-library-report]
+workspace = false
+dependencies = [
+	"real-world-memory-source-library-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/source-library-report.json",
+	"--out",
+	"tmp/real-world-memory/source-library-report.md",
+]
+
+[tasks.real-world-memory-live-adapters]
+workspace = false
+command = "bash"
+args = [
+	"scripts/real-world-docker.sh",
+	"memory-live-adapters",
+]
+
+[tasks.real-world-memory-live-consolidation]
+workspace = false
+command = "bash"
+args = [
+	"scripts/real-world-docker.sh",
+	"memory-live-consolidation",
+]
+
+[tasks.real-world-memory-live-knowledge]
+workspace = false
+command = "bash"
+args = [
+	"scripts/real-world-docker.sh",
+	"memory-live-knowledge",
+]
+
+[tasks.real-world-memory-proactive-brief]
+workspace = false
+dependencies = [
+	"real-world-memory-proactive-brief-report",
+]
+
+[tasks.real-world-memory-proactive-brief-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/proactive_brief",
+	"--out",
+	"tmp/real-world-memory/proactive-brief/report.json",
+	"--run-id",
+	"real-world-memory-proactive-brief",
+	"--adapter-id",
+	"fixture_proactive_brief",
+	"--adapter-name",
+	"ELF proactive brief fixture",
+]
+
+[tasks.real-world-memory-proactive-brief-report]
+workspace = false
+dependencies = [
+	"real-world-memory-proactive-brief-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/proactive-brief/report.json",
+	"--out",
+	"tmp/real-world-memory/proactive-brief/report.md",
+]
+
+[tasks.real-world-memory-production-ops]
+workspace = false
+dependencies = [
+	"real-world-memory-production-ops-report",
+]
+
+[tasks.real-world-memory-production-ops-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/production_ops",
+	"--run-id",
+	"real-world-memory-production-ops",
+	"--adapter-id",
+	"fixture_production_ops",
+	"--adapter-name",
+	"ELF production-ops fixture",
+	"--out",
+	"tmp/real-world-memory/production-ops-report.json",
+]
+
+[tasks.real-world-memory-production-ops-report]
+workspace = false
+dependencies = [
+	"real-world-memory-production-ops-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/production-ops-report.json",
+	"--out",
+	"tmp/real-world-memory/production-ops-report.md",
+]
+
+[tasks.real-world-memory-project-decisions]
+workspace = false
+dependencies = [
+	"real-world-memory-project-decisions-report",
+]
+
+[tasks.real-world-memory-project-decisions-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/project_decisions",
+	"--out",
+	"tmp/real-world-memory/project-decisions/report.json",
+	"--run-id",
+	"real-world-memory-project-decisions",
+	"--adapter-id",
+	"fixture_project_decisions",
+	"--adapter-name",
+	"ELF project decision fixture",
+]
+
+[tasks.real-world-memory-project-decisions-report]
+workspace = false
+dependencies = [
+	"real-world-memory-project-decisions-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/project-decisions/report.json",
+	"--out",
+	"tmp/real-world-memory/project-decisions/report.md",
+]
+
+[tasks.real-world-memory-quantitative-scoreboard]
+workspace = false
+dependencies = [
+	"real-world-memory-quantitative-scoreboard-report",
+]
+
+[tasks.real-world-memory-quantitative-scoreboard-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory",
+	"--out",
+	"tmp/real-world-memory/quantitative-scoreboard/report.json",
+	"--run-id",
+	"public-quantitative-competitor-scoreboard",
+	"--adapter-id",
+	"elf_real_world_memory_fixture",
+	"--adapter-name",
+	"ELF real-world memory fixture",
+]
+
+[tasks.real-world-memory-quantitative-scoreboard-report]
+workspace = false
+dependencies = [
+	"real-world-memory-quantitative-scoreboard-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/quantitative-scoreboard/report.json",
+	"--out",
+	"tmp/real-world-memory/quantitative-scoreboard/report.md",
+]
+
+[tasks.real-world-memory-report]
+workspace = false
+dependencies = [
+	"real-world-memory-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/real-world-memory-report.json",
+	"--out",
+	"tmp/real-world-memory/real-world-memory-report.md",
+]
+
+[tasks.real-world-memory-retrieval]
+workspace = false
+dependencies = [
+	"real-world-memory-retrieval-report",
+]
+
+[tasks.real-world-memory-retrieval-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/retrieval",
+	"--run-id",
+	"real-world-memory-retrieval",
+	"--adapter-id",
+	"fixture_retrieval",
+	"--adapter-name",
+	"ELF fixture retrieval cases",
+	"--out",
+	"tmp/real-world-memory/retrieval-report.json",
+]
+
+[tasks.real-world-memory-retrieval-report]
+workspace = false
+dependencies = [
+	"real-world-memory-retrieval-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/retrieval-report.json",
+	"--out",
+	"tmp/real-world-memory/retrieval-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-work-continuity]
+workspace = false
+dependencies = [
+	"real-world-memory-work-continuity-report",
+]
+
+[tasks.real-world-memory-work-continuity-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/work_continuity",
+	"--out",
+	"tmp/real-world-memory/work-continuity/report.json",
+	"--run-id",
+	"real-world-memory-work-continuity",
+	"--adapter-id",
+	"fixture_work_continuity",
+	"--adapter-name",
+	"ELF Work Continuity fixture",
+]
+
+[tasks.real-world-memory-work-continuity-report]
+workspace = false
+dependencies = [
+	"real-world-memory-work-continuity-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/work-continuity/report.json",
+	"--out",
+	"tmp/real-world-memory/work-continuity/report.md",
+]
+
+[tasks.real-world-memory-service-native-dreaming]
+workspace = false
+command = "bash"
+args = [
+	"scripts/real-world-docker.sh",
+	"memory-service-native-dreaming",
+]
+
+[tasks.real-world-memory-summary]
+workspace = false
+dependencies = [
+	"real-world-memory-summary-report",
+]
+
+[tasks.real-world-memory-summary-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/memory_summary",
+	"--out",
+	"tmp/real-world-memory/memory-summary/report.json",
+	"--run-id",
+	"real-world-memory-summary",
+	"--adapter-id",
+	"fixture_memory_summary",
+	"--adapter-name",
+	"ELF memory summary fixture",
+]
+
+[tasks.real-world-memory-summary-report]
+workspace = false
+dependencies = [
+	"real-world-memory-summary-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-memory/memory-summary/report.json",
+	"--out",
+	"tmp/real-world-memory/memory-summary/report.md",
+]
+
+# Check
+# | task             | type      | cwd |
+# | ---------------- | --------- | --- |
+# | check            | composite |     |
+# | check-docs       | command   |     |
+# | check-rust       | command   |     |
+# | check-trace-gate | command   |     |
+# | checks           | composite |     |
diff --git a/makefiles/check.toml b/makefiles/check.toml
new file mode 100644
index 00000000..5756ac55
--- /dev/null
+++ b/makefiles/check.toml
@@ -0,0 +1,57 @@
+# Rust workspace tasks: Check.
+
+# Check
+# | task             | type      | cwd |
+# | ---------------- | --------- | --- |
+# | check            | composite |     |
+# | check-docs       | command   |     |
+# | check-rust       | command   |     |
+# | check-trace-gate | command   |     |
+# | checks           | composite |     |
+
+[tasks.check]
+clear = true
+workspace = false
+dependencies = [
+	"fmt-check",
+	"check-docs",
+	"check-rust",
+	"lint",
+	"test",
+]
+
+[tasks.check-docs]
+workspace = false
+command = "python3"
+args = [
+	"scripts/check-docs.py",
+]
+
+[tasks.check-rust]
+workspace = false
+command = "cargo"
+args = [
+	"check",
+	"--workspace",
+	"--all-targets",
+	"--all-features",
+]
+
+[tasks.check-trace-gate]
+workspace = false
+command = "bash"
+args = [
+	"scripts/trace-gate.sh",
+]
+
+[tasks.checks]
+workspace = false
+dependencies = [
+	"check",
+]
+
+# Clean
+# | task                       | type    | cwd |
+# | -------------------------- | ------- | --- |
+# | clean-baseline-live-docker | command |     |
+# | clean-parity-docker        | command |     |
diff --git a/makefiles/clean.toml b/makefiles/clean.toml
new file mode 100644
index 00000000..7fc71c62
--- /dev/null
+++ b/makefiles/clean.toml
@@ -0,0 +1,41 @@
+# Rust workspace tasks: Clean.
+
+# Clean
+# | task                       | type    | cwd |
+# | -------------------------- | ------- | --- |
+# | clean-baseline-live-docker | command |     |
+# | clean-parity-docker        | command |     |
+
+[tasks.clean-baseline-live-docker]
+workspace = false
+command = "docker"
+args = [
+	"compose",
+	"-f",
+	"docker-compose.baseline.yml",
+	"down",
+	"-v",
+	"--remove-orphans",
+]
+
+[tasks.clean-parity-docker]
+workspace = false
+command = "docker"
+args = [
+	"compose",
+	"-f",
+	"docker-compose.parity.yml",
+	"down",
+	"-v",
+	"--remove-orphans",
+]
+
+# Format
+# | task           | type      | cwd |
+# | -------------- | --------- | --- |
+# | fmt            | composite |     |
+# | fmt-check      | composite |     |
+# | fmt-rust       | command   |     |
+# | fmt-rust-check | extend    |     |
+# | fmt-toml       | command   |     |
+# | fmt-toml-check | extend    |     |
diff --git a/makefiles/format.toml b/makefiles/format.toml
new file mode 100644
index 00000000..e214c216
--- /dev/null
+++ b/makefiles/format.toml
@@ -0,0 +1,54 @@
+# Rust workspace tasks: Format.
+
+# Format
+# | task           | type      | cwd |
+# | -------------- | --------- | --- |
+# | fmt            | composite |     |
+# | fmt-check      | composite |     |
+# | fmt-rust       | command   |     |
+# | fmt-rust-check | extend    |     |
+# | fmt-toml       | command   |     |
+# | fmt-toml-check | extend    |     |
+
+[tasks.fmt]
+workspace = false
+dependencies = [
+	"fmt-rust",
+	"fmt-toml",
+]
+
+[tasks.fmt-check]
+workspace = false
+dependencies = [
+	"fmt-rust-check",
+	"fmt-toml-check",
+]
+
+[tasks.fmt-rust]
+workspace = false
+script = "cargo +nightly fmt --all"
+
+[tasks.fmt-rust-check]
+extend = "fmt-rust"
+script = "cargo +nightly fmt --all -- --check"
+
+[tasks.fmt-toml]
+workspace = false
+command = "taplo"
+args = [
+	"fmt",
+]
+
+[tasks.fmt-toml-check]
+extend = "fmt-toml"
+args = [
+	"fmt",
+	"--check",
+]
+
+# Lint
+# | task        | type      | cwd |
+# | ----------- | --------- | --- |
+# | lint        | composite |     |
+# | lint-rust   | command   |     |
+# | lint-vstyle | command   |     |
diff --git a/makefiles/lint-fix.toml b/makefiles/lint-fix.toml
new file mode 100644
index 00000000..5aada462
--- /dev/null
+++ b/makefiles/lint-fix.toml
@@ -0,0 +1,69 @@
+# Rust workspace tasks: Lint Fix.
+
+# Lint Fix
+# | task            | type      | cwd |
+# | --------------- | --------- | --- |
+# | lint-fix        | composite |     |
+# | lint-fix-rust   | command   |     |
+# | lint-fix-vstyle | command   |     |
+
+[tasks.lint-fix]
+workspace = false
+dependencies = [
+	"lint-fix-rust",
+	"lint-fix-vstyle",
+]
+
+[tasks.lint-fix-rust]
+workspace = false
+command = "cargo"
+args = [
+	"clippy",
+	"--fix",
+	"--allow-dirty",
+	"--all-features",
+	"--all-targets",
+	"--workspace",
+	"--",
+	"-D",
+	"clippy::all",
+	"-D",
+	"clippy::too_many_lines",
+	"-D",
+	"clippy::unwrap_used",
+	"-D",
+	"clippy::use_self",
+	"-D",
+	"clippy::wildcard_imports",
+	"-D",
+	"missing-docs",
+	"-D",
+	"unused-crate-dependencies",
+	"-D",
+	"warnings",
+]
+
+[tasks.lint-fix-vstyle]
+workspace = false
+command = "cargo"
+args = [
+	"vstyle",
+	"tune",
+	"--language",
+	"rust",
+	"--workspace",
+	"--all-features",
+	"--strict",
+]
+
+# Research
+# | task                                    | type      | cwd |
+# | --------------------------------------- | --------- | --- |
+# | external-memory-radar                   | command   |     |
+# | external-memory-radar-artifact          | composite |     |
+# | external-memory-radar-artifact-json     | command   |     |
+# | external-memory-radar-artifact-validate | command   |     |
+# | external-memory-radar-dry-run           | composite |     |
+# | external-memory-radar-dry-run-json      | command   |     |
+# | external-memory-radar-dry-run-validate  | command   |     |
+# | external-memory-radar-validate          | command   |     |
diff --git a/makefiles/lint.toml b/makefiles/lint.toml
new file mode 100644
index 00000000..1cedd668
--- /dev/null
+++ b/makefiles/lint.toml
@@ -0,0 +1,61 @@
+# Rust workspace tasks: Lint.
+
+# Lint
+# | task        | type      | cwd |
+# | ----------- | --------- | --- |
+# | lint        | composite |     |
+# | lint-rust   | command   |     |
+# | lint-vstyle | command   |     |
+
+[tasks.lint]
+workspace = false
+dependencies = [
+	"lint-rust",
+	"lint-vstyle",
+]
+
+[tasks.lint-rust]
+workspace = false
+command = "cargo"
+args = [
+	"clippy",
+	"--all-features",
+	"--all-targets",
+	"--workspace",
+	"--",
+	"-D",
+	"clippy::all",
+	"-D",
+	"clippy::too_many_lines",
+	"-D",
+	"clippy::unwrap_used",
+	"-D",
+	"clippy::use_self",
+	"-D",
+	"clippy::wildcard_imports",
+	"-D",
+	"missing-docs",
+	"-D",
+	"unused-crate-dependencies",
+	"-D",
+	"warnings",
+]
+
+[tasks.lint-vstyle]
+workspace = false
+command = "cargo"
+args = [
+	"vstyle",
+	"curate",
+	"--language",
+	"rust",
+	"--workspace",
+	"--all-features",
+]
+
+# Lint Fix
+# | task            | type      | cwd |
+# | --------------- | --------- | --- |
+# | lint-fix        | composite |     |
+# | lint-fix-rust   | command   |     |
+# | lint-fix-vstyle | command   |     |
diff --git a/makefiles/research.toml b/makefiles/research.toml
new file mode 100644
index 00000000..1c9db279
--- /dev/null
+++ b/makefiles/research.toml
@@ -0,0 +1,142 @@
+# Rust workspace tasks: Research.
+
+# Research
+# | task                                    | type      | cwd |
+# | --------------------------------------- | --------- | --- |
+# | external-memory-radar                   | command   |     |
+# | external-memory-radar-artifact          | composite |     |
+# | external-memory-radar-artifact-json     | command   |     |
+# | external-memory-radar-artifact-validate | command   |     |
+# | external-memory-radar-dry-run           | composite |     |
+# | external-memory-radar-dry-run-json      | command   |     |
+# | external-memory-radar-dry-run-validate  | command   |     |
+# | external-memory-radar-validate          | command   |     |
+
+[tasks.external-memory-radar]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"external_memory_pattern_radar",
+	"--",
+	"run",
+	"--cursor",
+	"apps/elf-eval/fixtures/external_memory_pattern_radar/cursor.json",
+	"--summary",
+	"docs/evidence/external_memory_pattern_radar_latest.md",
+]
+
+[tasks.external-memory-radar-artifact]
+workspace = false
+dependencies = [
+	"external-memory-radar-artifact-json",
+	"external-memory-radar-artifact-validate",
+]
+
+[tasks.external-memory-radar-artifact-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"external_memory_pattern_radar",
+	"--",
+	"run",
+	"--cursor",
+	"apps/elf-eval/fixtures/external_memory_pattern_radar/cursor.json",
+	"--out-cursor",
+	"tmp/external-memory-pattern-radar/cursor.json",
+	"--summary",
+	"tmp/external-memory-pattern-radar/latest.md",
+]
+
+[tasks.external-memory-radar-artifact-validate]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"external_memory_pattern_radar",
+	"--",
+	"validate",
+	"--cursor",
+	"tmp/external-memory-pattern-radar/cursor.json",
+]
+
+[tasks.external-memory-radar-dry-run]
+workspace = false
+dependencies = [
+	"external-memory-radar-dry-run-json",
+	"external-memory-radar-dry-run-validate",
+]
+
+[tasks.external-memory-radar-dry-run-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"external_memory_pattern_radar",
+	"--",
+	"run",
+	"--mode",
+	"offline",
+	"--cursor",
+	"apps/elf-eval/fixtures/external_memory_pattern_radar/cursor.json",
+	"--out-cursor",
+	"tmp/external-memory-pattern-radar/cursor.json",
+	"--summary",
+	"tmp/external-memory-pattern-radar/latest.md",
+]
+
+[tasks.external-memory-radar-dry-run-validate]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"external_memory_pattern_radar",
+	"--",
+	"validate",
+	"--cursor",
+	"tmp/external-memory-pattern-radar/cursor.json",
+]
+
+[tasks.external-memory-radar-validate]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"external_memory_pattern_radar",
+	"--",
+	"validate",
+	"--cursor",
+	"apps/elf-eval/fixtures/external_memory_pattern_radar/cursor.json",
+]
+
+# Smoke
+# | task                               | type      | cwd |
+# | ---------------------------------- | --------- | --- |
+# | smoke-graphify-docker-graph-report | command   |     |
+# | smoke-graphiti-zep-docker-temporal | command   |     |
+# | smoke-graphrag-docker              | command   |     |
+# | smoke-letta-core-archive-export-readback | command   |     |
+# | smoke-lightrag-docker-context      | command   |     |
+# | smoke-ragflow-docker               | command   |     |
+# | smoke-real-world-job               | composite |     |
+# | smoke-real-world-job-json          | command   |     |
+# | smoke-real-world-job-report        | command   |     |
diff --git a/makefiles/smoke.toml b/makefiles/smoke.toml
new file mode 100644
index 00000000..88c4e494
--- /dev/null
+++ b/makefiles/smoke.toml
@@ -0,0 +1,113 @@
+# Rust workspace tasks: Smoke.
+
+# Smoke
+# | task                               | type      | cwd |
+# | ---------------------------------- | --------- | --- |
+# | smoke-graphify-docker-graph-report | command   |     |
+# | smoke-graphiti-zep-docker-temporal | command   |     |
+# | smoke-graphrag-docker              | command   |     |
+# | smoke-letta-core-archive-export-readback | command   |     |
+# | smoke-lightrag-docker-context      | command   |     |
+# | smoke-ragflow-docker               | command   |     |
+# | smoke-real-world-job               | composite |     |
+# | smoke-real-world-job-json          | command   |     |
+# | smoke-real-world-job-report        | command   |     |
+
+[tasks.smoke-graphify-docker-graph-report]
+workspace = false
+command = "bash"
+args = [
+	"scripts/smoke-docker.sh",
+	"graphify-docker-graph-report",
+]
+
+[tasks.smoke-graphiti-zep-docker-temporal]
+workspace = false
+command = "bash"
+args = [
+	"scripts/smoke-docker.sh",
+	"graphiti-zep-docker-temporal",
+]
+
+[tasks.smoke-graphrag-docker]
+workspace = false
+command = "bash"
+args = [
+	"scripts/smoke-docker.sh",
+	"graphrag-docker",
+]
+
+[tasks.smoke-letta-core-archive-export-readback]
+workspace = false
+command = "bash"
+args = [
+	"scripts/smoke-docker.sh",
+	"letta-core-archive-export-readback",
+]
+
+[tasks.smoke-lightrag-docker-context]
+workspace = false
+command = "bash"
+args = [
+	"scripts/smoke-docker.sh",
+	"lightrag-docker-context",
+]
+
+[tasks.smoke-ragflow-docker]
+workspace = false
+command = "bash"
+args = [
+	"scripts/ragflow-docker-evidence-smoke.sh",
+]
+
+[tasks.smoke-real-world-job]
+workspace = false
+dependencies = [
+	"smoke-real-world-job-report",
+]
+
+[tasks.smoke-real-world-job-json]
+workspace = false
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"run",
+	"--fixtures",
+	"apps/elf-eval/fixtures/real_world_memory/work_resume",
+	"--out",
+	"tmp/real-world-job/real-world-job-smoke-report.json",
+]
+
+[tasks.smoke-real-world-job-report]
+workspace = false
+dependencies = [
+	"smoke-real-world-job-json",
+]
+command = "cargo"
+args = [
+	"run",
+	"-p",
+	"elf-eval",
+	"--bin",
+	"real_world_job_benchmark",
+	"--",
+	"publish",
+	"--report",
+	"tmp/real-world-job/real-world-job-smoke-report.json",
+	"--out",
+	"tmp/real-world-job/real-world-job-smoke-report.md",
+]
+
+# Test
+# | task                  | type      | cwd |
+# | --------------------- | --------- | --- |
+# | test                  | composite |     |
+# | test-e2e              | command   |     |
+# | test-rust             | command   |     |
+# | test-rust-all         | command   |     |
+# | test-rust-integration | command   |     |
diff --git a/makefiles/test.toml b/makefiles/test.toml
new file mode 100644
index 00000000..4245ab58
--- /dev/null
+++ b/makefiles/test.toml
@@ -0,0 +1,61 @@
+# Rust workspace tasks: Test.
+
+# Test
+# | task                  | type      | cwd |
+# | --------------------- | --------- | --- |
+# | test                  | composite |     |
+# | test-e2e              | command   |     |
+# | test-rust             | command   |     |
+# | test-rust-all         | command   |     |
+# | test-rust-integration | command   |     |
+
+[tasks.test]
+clear = true
+workspace = false
+dependencies = [
+	"test-rust",
+]
+
+[tasks.test-e2e]
+workspace = false
+command = "bash"
+args = [
+	"scripts/context-misranking-harness.sh",
+]
+
+[tasks.test-rust]
+workspace = false
+command = "cargo"
+args = [
+	"nextest",
+	"run",
+	"--workspace",
+	"--all-targets",
+	"--all-features",
+]
+
+[tasks.test-rust-all]
+workspace = false
+command = "cargo"
+args = [
+	"nextest",
+	"run",
+	"--workspace",
+	"--all-targets",
+	"--all-features",
+	"--run-ignored",
+	"all",
+]
+
+[tasks.test-rust-integration]
+workspace = false
+command = "cargo"
+args = [
+	"nextest",
+	"run",
+	"--workspace",
+	"--all-targets",
+	"--all-features",
+	"--run-ignored",
+	"only",
+]
diff --git a/scripts/check-docs.py b/scripts/check-docs.py
index 9f64d34e..ba14f1f8 100755
--- a/scripts/check-docs.py
+++ b/scripts/check-docs.py
@@ -3,6 +3,7 @@
 
 import re
 import sys
+import tomllib
 from pathlib import Path
 
 
@@ -16,7 +17,26 @@ def read_text(path: Path) -> str:
 	return path.read_text(encoding="utf-8")
 
 
+def makefile_task_names(path: Path, seen: set[Path] | None = None) -> set[str]:
+	seen = seen or set()
+	path = path.resolve()
+	if path in seen:
+		return set()
+	seen.add(path)
+
+	data = tomllib.loads(read_text(path))
+	tasks = set(data.get("tasks", {}))
+	for item in data.get("extend", []):
+		if not isinstance(item, dict) or not item.get("path"):
+			continue
+		tasks.update(makefile_task_names(path.parent / item["path"], seen))
+	return tasks
+
+
 def cargo_make_tasks() -> set[str]:
+	tasks = makefile_task_names(ROOT / "Makefile.toml")
+	if tasks:
+		return tasks
 	return set(TASK_RE.findall(read_text(ROOT / "Makefile.toml")))