cschanhniem · Jul 3, 2026 · Jul 3, 2026
diff --git a/agent-radar.json b/agent-radar.json
@@ -4,12 +4,12 @@
     "schema_version": 1,
     "total_packs": 105,
     "total_tasks": 544,
-    "scoped_tasks": 103,
-    "latent_tasks": 441,
+    "scoped_tasks": 102,
+    "latent_tasks": 442,
     "status_counts": {
-      "scoped": 103,
+      "scoped": 102,
       "needs-triage": 439,
-      "needs-review": 2
+      "needs-review": 3
     },
     "owner_role_counts": {
       "literature-scout": 105,
@@ -19,7 +19,7 @@
       "field-reality-reviewer": 106
     },
     "scoped_role_counts": {
-      "literature-scout": 103
+      "literature-scout": 102
     },
     "reviewer_needed_counts": {
       "domain-reviewer": 225,
@@ -181,22 +181,6 @@
         "tasks_file": "problem-packs/air-quality/pm25-monitoring-south-asia/tasks.json",
         "why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
       },
-      {
-        "pack_id": "occupational-health/heat-stress-outdoor-workers-global",
-        "pack_title": "Occupational Heat Stress And Worker Health In Outdoor Industries Under Climate Change",
-        "task_id": "source-inventory",
-        "title": "Inventory WBGT data sources, labor force distribution data, occupational health surveillance records, and heat-health epidemiology studies for LMICs",
-        "owner_role": "literature-scout",
-        "reviewer_needed": "domain-reviewer",
-        "safety_risk": "medium",
-        "done_condition": "At least six candidate data sources are classified as usable, limited, or rejected with explicit reasons covering exposure metric, geographic grain, temporal coverage, LMIC data availability, and worker-population representation including informal sector coverage.",
-        "evidence_count": 6,
-        "downstream_tasks_unlocked": 5,
-        "downstream_high_risk_tasks": 4,
-        "problem_file": "problem-packs/occupational-health/heat-stress-outdoor-workers-global/problem.md",
-        "tasks_file": "problem-packs/occupational-health/heat-stress-outdoor-workers-global/tasks.json",
-        "why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
-      },
       {
         "pack_id": "public-health/antimicrobial-resistance-surveillance-global",
         "pack_title": "Antimicrobial Resistance Surveillance Gaps In Low- And Middle-Income Countries",
@@ -228,6 +212,22 @@
         "problem_file": "problem-packs/climate-health/malaria-early-warning-africa/problem.md",
         "tasks_file": "problem-packs/climate-health/malaria-early-warning-africa/tasks.json",
         "why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
+      },
+      {
+        "pack_id": "food-safety/aflatoxin-exposure-sub-saharan-africa",
+        "pack_title": "Aflatoxin Exposure From Contaminated Staple Grains In Sub-Saharan Africa",
+        "task_id": "source-inventory",
+        "title": "Inventory mycotoxin test data, climate suitability models, and post-harvest practice surveys for SSA aflatoxin risk mapping",
+        "owner_role": "literature-scout",
+        "reviewer_needed": "domain-reviewer",
+        "safety_risk": "medium",
+        "done_condition": "At least six candidate data sources are classified as usable, limited, or rejected with explicit reasons covering contamination test method, geographic grain, crop specificity, sampling frame adequacy, and intervention-relevance.",
+        "evidence_count": 5,
+        "downstream_tasks_unlocked": 5,
+        "downstream_high_risk_tasks": 4,
+        "problem_file": "problem-packs/food-safety/aflatoxin-exposure-sub-saharan-africa/problem.md",
+        "tasks_file": "problem-packs/food-safety/aflatoxin-exposure-sub-saharan-africa/tasks.json",
+        "why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
       }
     ],
     "unlock_paths": [
@@ -295,28 +295,6 @@
         "problem_file": "problem-packs/biodiversity/deforestation-amazon/problem.md",
         "tasks_file": "problem-packs/biodiversity/deforestation-amazon/tasks.json"
       },
-      {
-        "pack_id": "occupational-health/heat-stress-outdoor-workers-global",
-        "pack_title": "Occupational Heat Stress And Worker Health In Outdoor Industries Under Climate Change",
-        "scoped_tasks": 1,
-        "downstream_tasks": 5,
-        "downstream_high_risk_tasks": 4,
-        "downstream_by_role": {
-          "data-cleaner": 1,
-          "implementation-planner": 2,
-          "red-team-reviewer": 1,
-          "field-reality-reviewer": 1
-        },
-        "downstream_reviewers_needed": {
-          "replicator": 1,
-          "domain-reviewer": 2,
-          "red-team-reviewer": 1,
-          "field-reality-reviewer": 1
-        },
-        "evidence_count": 6,
-        "problem_file": "problem-packs/occupational-health/heat-stress-outdoor-workers-global/problem.md",
-        "tasks_file": "problem-packs/occupational-health/heat-stress-outdoor-workers-global/tasks.json"
-      },
       {
         "pack_id": "public-health/antimicrobial-resistance-surveillance-global",
         "pack_title": "Antimicrobial Resistance Surveillance Gaps In Low- And Middle-Income Countries",
@@ -492,6 +470,28 @@
         "evidence_count": 2,
         "problem_file": "problem-packs/public-health/child-mortality-inequality-global/problem.md",
         "tasks_file": "problem-packs/public-health/child-mortality-inequality-global/tasks.json"
+      },
+      {
+        "pack_id": "public-health/substandard-falsified-medicines-global",
+        "pack_title": "Substandard And Falsified Medicine Detection And Surveillance Gaps In Low- And Middle-Income Countries",
+        "scoped_tasks": 1,
+        "downstream_tasks": 5,
+        "downstream_high_risk_tasks": 3,
+        "downstream_by_role": {
+          "implementation-planner": 2,
+          "data-cleaner": 1,
+          "red-team-reviewer": 1,
+          "field-reality-reviewer": 1
+        },
+        "downstream_reviewers_needed": {
+          "domain-reviewer": 2,
+          "replicator": 1,
+          "red-team-reviewer": 1,
+          "field-reality-reviewer": 1
+        },
+        "evidence_count": 4,
+        "problem_file": "problem-packs/public-health/substandard-falsified-medicines-global/problem.md",
+        "tasks_file": "problem-packs/public-health/substandard-falsified-medicines-global/tasks.json"
       }
     ],
     "reviewer_hotspots": [
@@ -508,6 +508,19 @@
         "downstream_tasks": 6,
         "problem_file": "problem-packs/food-security/fisheries-overexploitation-west-africa/problem.md"
       },
+      {
+        "pack_id": "occupational-health/heat-stress-outdoor-workers-global",
+        "pack_title": "Occupational Heat Stress And Worker Health In Outdoor Industries Under Climate Change",
+        "downstream_reviewers_needed": {
+          "domain-reviewer": 3,
+          "replicator": 1,
+          "red-team-reviewer": 1,
+          "field-reality-reviewer": 1
+        },
+        "downstream_high_risk_tasks": 4,
+        "downstream_tasks": 6,
+        "problem_file": "problem-packs/occupational-health/heat-stress-outdoor-workers-global/problem.md"
+      },
       {
         "pack_id": "public-health/birth-registration-access-global",
         "pack_title": "Birth Registration Coverage Gaps And Health-Service Linkage In Low-Income Countries",
@@ -624,19 +637,6 @@
         "downstream_tasks": 5,
         "problem_file": "problem-packs/food-security/locust-outbreak-east-africa/problem.md"
       },
-      {
-        "pack_id": "occupational-health/heat-stress-outdoor-workers-global",
-        "pack_title": "Occupational Heat Stress And Worker Health In Outdoor Industries Under Climate Change",
-        "downstream_reviewers_needed": {
-          "replicator": 1,
-          "domain-reviewer": 2,
-          "red-team-reviewer": 1,
-          "field-reality-reviewer": 1
-        },
-        "downstream_high_risk_tasks": 4,
-        "downstream_tasks": 5,
-        "problem_file": "problem-packs/occupational-health/heat-stress-outdoor-workers-global/problem.md"
-      },
       {
         "pack_id": "public-health/antimicrobial-resistance-surveillance-global",
         "pack_title": "Antimicrobial Resistance Surveillance Gaps In Low- And Middle-Income Countries",
@@ -657,7 +657,7 @@
         "scoped_tasks": 0,
         "latent_tasks": 127,
         "share_of_all_tasks": 0.233,
-        "share_of_latent_tasks": 0.288
+        "share_of_latent_tasks": 0.287
       },
       {
         "owner_role": "field-reality-reviewer",
@@ -682,10 +682,10 @@
       },
       {
         "owner_role": "literature-scout",
-        "scoped_tasks": 103,
-        "latent_tasks": 2,
+        "scoped_tasks": 102,
+        "latent_tasks": 3,
         "share_of_all_tasks": 0.193,
-        "share_of_latent_tasks": 0.005
+        "share_of_latent_tasks": 0.007
       }
     ]
   }

diff --git a/docs/wiki/Agent-Radar.md b/docs/wiki/Agent-Radar.md
@@ -15,8 +15,8 @@ Without routing, a new agent sees a flat task list and misses the actual shape o
 
 - **105 problem packs**
 - **544 total tasks**
-- **103 scoped now**
-- **441 follow-on tasks still latent**
+- **102 scoped now**
+- **442 follow-on tasks still latent**
 - **Owner roles:** `data-cleaner`: 101, `field-reality-reviewer`: 106, `implementation-planner`: 127, `literature-scout`: 105, `red-team-reviewer`: 105
 - **Reviewer demand:** `domain-reviewer`: 225, `field-reality-reviewer`: 107, `red-team-reviewer`: 105, `replicator`: 107
 - **Safety mix:** `high`: 284, `low`: 13, `medium`: 247
@@ -133,41 +133,41 @@ These are the best entry tasks for a fresh contributor. Ranking favors lower-ris
 - Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
 - Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
 
-### 10. Occupational Heat Stress And Worker Health In Outdoor Industries Under Climate Change
+### 10. Antimicrobial Resistance Surveillance Gaps In Low- And Middle-Income Countries
 
-- Pack: [`occupational-health/heat-stress-outdoor-workers-global`](../../problem-packs/occupational-health/heat-stress-outdoor-workers-global/problem.md)
-- Task: `source-inventory` — Inventory WBGT data sources, labor force distribution data, occupational health surveillance records, and heat-health epidemiology studies for LMICs
+- Pack: [`public-health/antimicrobial-resistance-surveillance-global`](../../problem-packs/public-health/antimicrobial-resistance-surveillance-global/problem.md)
+- Task: `source-inventory` — Inventory AMR surveillance data
 - Risk: `medium`
 - Reviewer needed: `domain-reviewer`
 - Existing evidence records: 6
 - Downstream tasks unlocked: 5
 - Downstream high-risk tasks: 4
 - Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
-- Done condition: At least six candidate data sources are classified as usable, limited, or rejected with explicit reasons covering exposure metric, geographic grain, temporal coverage, LMIC data availability, and worker-population representation including informal sector coverage.
+- Done condition: Five sources classified as usable, limited, or rejected.
 
-### 11. Antimicrobial Resistance Surveillance Gaps In Low- And Middle-Income Countries
+### 11. Malaria Early Warning Signals In Sub-Saharan Africa
 
-- Pack: [`public-health/antimicrobial-resistance-surveillance-global`](../../problem-packs/public-health/antimicrobial-resistance-surveillance-global/problem.md)
-- Task: `source-inventory` — Inventory AMR surveillance data
+- Pack: [`climate-health/malaria-early-warning-africa`](../../problem-packs/climate-health/malaria-early-warning-africa/problem.md)
+- Task: `source-inventory` — Inventory malaria and climate data sources for Sub-Saharan Africa
 - Risk: `medium`
 - Reviewer needed: `domain-reviewer`
-- Existing evidence records: 6
+- Existing evidence records: 5
 - Downstream tasks unlocked: 5
 - Downstream high-risk tasks: 4
 - Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
-- Done condition: Five sources classified as usable, limited, or rejected.
+- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
 
-### 12. Malaria Early Warning Signals In Sub-Saharan Africa
+### 12. Aflatoxin Exposure From Contaminated Staple Grains In Sub-Saharan Africa
 
-- Pack: [`climate-health/malaria-early-warning-africa`](../../problem-packs/climate-health/malaria-early-warning-africa/problem.md)
-- Task: `source-inventory` — Inventory malaria and climate data sources for Sub-Saharan Africa
+- Pack: [`food-safety/aflatoxin-exposure-sub-saharan-africa`](../../problem-packs/food-safety/aflatoxin-exposure-sub-saharan-africa/problem.md)
+- Task: `source-inventory` — Inventory mycotoxin test data, climate suitability models, and post-harvest practice surveys for SSA aflatoxin risk mapping
 - Risk: `medium`
 - Reviewer needed: `domain-reviewer`
 - Existing evidence records: 5
 - Downstream tasks unlocked: 5
 - Downstream high-risk tasks: 4
 - Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
-- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
+- Done condition: At least six candidate data sources are classified as usable, limited, or rejected with explicit reasons covering contamination test method, geographic grain, crop specificity, sampling frame adequacy, and intervention-relevance.
 
 ## Unlock Paths
 
@@ -203,16 +203,6 @@ These packs have a scoped front door and the deepest follow-on queue behind it.
 - Reviewer types needed later: `domain-reviewer`: 2, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 1
 - Existing evidence records: 8
 
-### Occupational Heat Stress And Worker Health In Outdoor Industries Under Climate Change
-
-- Pack: [`occupational-health/heat-stress-outdoor-workers-global`](../../problem-packs/occupational-health/heat-stress-outdoor-workers-global/problem.md)
-- Scoped tasks at front door: 1
-- Follow-on tasks behind it: 5
-- High-risk follow-on tasks: 4
-- Follow-on roles: `data-cleaner`: 1, `field-reality-reviewer`: 1, `implementation-planner`: 2, `red-team-reviewer`: 1
-- Reviewer types needed later: `domain-reviewer`: 2, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 1
-- Existing evidence records: 6
-
 ### Antimicrobial Resistance Surveillance Gaps In Low- And Middle-Income Countries
 
 - Pack: [`public-health/antimicrobial-resistance-surveillance-global`](../../problem-packs/public-health/antimicrobial-resistance-surveillance-global/problem.md)
@@ -293,6 +283,16 @@ These packs have a scoped front door and the deepest follow-on queue behind it.
 - Reviewer types needed later: `domain-reviewer`: 2, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 1
 - Existing evidence records: 2
 
+### Substandard And Falsified Medicine Detection And Surveillance Gaps In Low- And Middle-Income Countries
+
+- Pack: [`public-health/substandard-falsified-medicines-global`](../../problem-packs/public-health/substandard-falsified-medicines-global/problem.md)
+- Scoped tasks at front door: 1
+- Follow-on tasks behind it: 5
+- High-risk follow-on tasks: 3
+- Follow-on roles: `data-cleaner`: 1, `field-reality-reviewer`: 1, `implementation-planner`: 2, `red-team-reviewer`: 1
+- Reviewer types needed later: `domain-reviewer`: 2, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 1
+- Existing evidence records: 4
+
 ## Reviewer Hotspots
 
 These are the packs most likely to stall after the first scoped task because reviewer load becomes the bottleneck.
@@ -304,6 +304,13 @@ These are the packs most likely to stall after the first scoped task because rev
 - High-risk follow-on tasks: 4
 - Reviewer load: `domain-reviewer`: 3, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 1
 
+### Occupational Heat Stress And Worker Health In Outdoor Industries Under Climate Change
+
+- Pack: [`occupational-health/heat-stress-outdoor-workers-global`](../../problem-packs/occupational-health/heat-stress-outdoor-workers-global/problem.md)
+- Follow-on tasks: 6
+- High-risk follow-on tasks: 4
+- Reviewer load: `domain-reviewer`: 3, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 1
+
 ### Birth Registration Coverage Gaps And Health-Service Linkage In Low-Income Countries
 
 - Pack: [`public-health/birth-registration-access-global`](../../problem-packs/public-health/birth-registration-access-global/problem.md)
@@ -367,13 +374,6 @@ These are the packs most likely to stall after the first scoped task because rev
 - High-risk follow-on tasks: 4
 - Reviewer load: `domain-reviewer`: 1, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 2
 
-### Occupational Heat Stress And Worker Health In Outdoor Industries Under Climate Change
-
-- Pack: [`occupational-health/heat-stress-outdoor-workers-global`](../../problem-packs/occupational-health/heat-stress-outdoor-workers-global/problem.md)
-- Follow-on tasks: 5
-- High-risk follow-on tasks: 4
-- Reviewer load: `domain-reviewer`: 2, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 1
-
 ### Antimicrobial Resistance Surveillance Gaps In Low- And Middle-Income Countries
 
 - Pack: [`public-health/antimicrobial-resistance-surveillance-global`](../../problem-packs/public-health/antimicrobial-resistance-surveillance-global/problem.md)
@@ -387,11 +387,11 @@ This is the actual pipeline shape. The flat scoped list hides it.
 
 | Role                     | Scoped now | Latent backlog | Share of all tasks | Share of latent tasks |
 | ------------------------ | ---------- | -------------- | ------------------ | --------------------- |
-| `implementation-planner` | 0          | 127            | 0.233              | 0.288                 |
+| `implementation-planner` | 0          | 127            | 0.233              | 0.287                 |
 | `field-reality-reviewer` | 0          | 106            | 0.195              | 0.24                  |
 | `red-team-reviewer`      | 0          | 105            | 0.193              | 0.238                 |
 | `data-cleaner`           | 0          | 101            | 0.186              | 0.229                 |
-| `literature-scout`       | 103        | 2              | 0.193              | 0.005                 |
+| `literature-scout`       | 102        | 3              | 0.193              | 0.007                 |
 
 ## Protocol Alerts