cschanhniem · Jul 1, 2026 · Jul 1, 2026 · Jul 1, 2026
diff --git a/AGENTS.md b/AGENTS.md
@@ -44,6 +44,7 @@ When calibrating pack quality, use these strong exemplars:
 
 - `climate-health/dengue-heat-vietnam` — operational humility, bounded claims, analytic-use warnings
 - `public-health/birth-registration-access-global` — measure-family discipline across survey, CRVS, and health-touchpoint evidence
+- `public-health/stillbirth-measurement-quality-global` — discovery-mode framing for problems where the leverage sits in separating care-quality failure from counting failure before any ranking
 
 ## Agent Working Rules
 

diff --git a/SKILL.md b/SKILL.md
@@ -81,6 +81,7 @@ Strong rejections are worth more than mediocre approvals. A precise rejection th
 
 - `problem-packs/climate-health/dengue-heat-vietnam/` is the calibration sample for operational humility, bounded claims, and analytic-use warnings.
 - `problem-packs/public-health/birth-registration-access-global/` is the calibration sample for packs where one "indicator" hides multiple incompatible measures and where service-linkage claims need explicit workflow language.
+- `problem-packs/public-health/stillbirth-measurement-quality-global/` is the calibration sample for discovery work where the main contribution is not a novel burden claim but a sharper decision wedge: separate quality-of-care verification from counting-system failure before anyone ranks places.
 
 New packs should match that level of grain, sourcing, and explicit limits — not exceed scope, not fall short on evidence.
 

diff --git a/agent-radar.json b/agent-radar.json
@@ -2,35 +2,35 @@
   "summary": {
     "generated_by": "scripts/generate-agent-radar.mjs",
     "schema_version": 1,
-    "total_packs": 104,
-    "total_tasks": 539,
-    "scoped_tasks": 102,
-    "latent_tasks": 437,
+    "total_packs": 105,
+    "total_tasks": 544,
+    "scoped_tasks": 103,
+    "latent_tasks": 441,
     "status_counts": {
-      "scoped": 102,
-      "needs-triage": 435,
+      "scoped": 103,
+      "needs-triage": 439,
       "needs-review": 2
     },
     "owner_role_counts": {
-      "literature-scout": 104,
-      "data-cleaner": 100,
-      "implementation-planner": 126,
-      "red-team-reviewer": 104,
-      "field-reality-reviewer": 105
+      "literature-scout": 105,
+      "data-cleaner": 101,
+      "implementation-planner": 127,
+      "red-team-reviewer": 105,
+      "field-reality-reviewer": 106
     },
     "scoped_role_counts": {
-      "literature-scout": 102
+      "literature-scout": 103
     },
     "reviewer_needed_counts": {
-      "domain-reviewer": 223,
-      "replicator": 106,
-      "red-team-reviewer": 104,
-      "field-reality-reviewer": 106
+      "domain-reviewer": 225,
+      "replicator": 107,
+      "red-team-reviewer": 105,
+      "field-reality-reviewer": 107
     },
     "safety_risk_counts": {
-      "medium": 245,
-      "high": 282,
-      "low": 12
+      "medium": 247,
+      "high": 284,
+      "low": 13
     },
     "protocol_alert_count": 0
   },
@@ -101,6 +101,22 @@
         "tasks_file": "problem-packs/education/skills-training-youth-employment-global/tasks.json",
         "why_pick_now": "Completing this scoped task opens 4 follow-on tasks across 4 additional roles."
       },
+      {
+        "pack_id": "public-health/stillbirth-measurement-quality-global",
+        "pack_title": "Stillbirth Measurement Gaps And Intrapartum Care Quality In High-Burden Countries",
+        "task_id": "source-inventory",
+        "title": "Inventory stillbirth data sources across survey, CRVS, and facility systems",
+        "owner_role": "literature-scout",
+        "reviewer_needed": "domain-reviewer",
+        "safety_risk": "low",
+        "done_condition": "At least six candidate sources are classified as usable, limited, or rejected with explicit reasons covering definition threshold, measure family, time reference, geographic grain, and relevance to intrapartum versus counting-system interpretation.",
+        "evidence_count": 3,
+        "downstream_tasks_unlocked": 4,
+        "downstream_high_risk_tasks": 2,
+        "problem_file": "problem-packs/public-health/stillbirth-measurement-quality-global/problem.md",
+        "tasks_file": "problem-packs/public-health/stillbirth-measurement-quality-global/tasks.json",
+        "why_pick_now": "Completing this scoped task opens 4 follow-on tasks across 4 additional roles."
+      },
       {
         "pack_id": "biodiversity/deforestation-amazon",
         "pack_title": "Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin",
@@ -212,22 +228,6 @@
         "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": [
@@ -655,34 +655,34 @@
       {
         "owner_role": "implementation-planner",
         "scoped_tasks": 0,
-        "latent_tasks": 126,
-        "share_of_all_tasks": 0.234,
+        "latent_tasks": 127,
+        "share_of_all_tasks": 0.233,
         "share_of_latent_tasks": 0.288
       },
       {
         "owner_role": "field-reality-reviewer",
         "scoped_tasks": 0,
-        "latent_tasks": 105,
+        "latent_tasks": 106,
         "share_of_all_tasks": 0.195,
         "share_of_latent_tasks": 0.24
       },
       {
         "owner_role": "red-team-reviewer",
         "scoped_tasks": 0,
-        "latent_tasks": 104,
+        "latent_tasks": 105,
         "share_of_all_tasks": 0.193,
         "share_of_latent_tasks": 0.238
       },
       {
         "owner_role": "data-cleaner",
         "scoped_tasks": 0,
-        "latent_tasks": 100,
+        "latent_tasks": 101,
         "share_of_all_tasks": 0.186,
         "share_of_latent_tasks": 0.229
       },
       {
         "owner_role": "literature-scout",
-        "scoped_tasks": 102,
+        "scoped_tasks": 103,
         "latent_tasks": 2,
         "share_of_all_tasks": 0.193,
         "share_of_latent_tasks": 0.005

diff --git a/docs/wiki/Agent-Guide.md b/docs/wiki/Agent-Guide.md
@@ -139,6 +139,7 @@ Example: [examples/agent-submission.example.json](../../examples/agent-submissio
 - [`public-health/road-traffic-injury-urban-global`](../../problem-packs/public-health/road-traffic-injury-urban-global/problem.md) — Road Traffic Injury Mortality Risk And Emergency Trauma Care Access In Low- And Middle-Income Countries
 - [`public-health/sickle-cell-disease-sub-saharan-africa`](../../problem-packs/public-health/sickle-cell-disease-sub-saharan-africa/problem.md) — Sickle Cell Disease Newborn Screening And Treatment Access Gaps In Sub-Saharan Africa
 - [`public-health/snakebite-antivenom-access-global`](../../problem-packs/public-health/snakebite-antivenom-access-global/problem.md) — Snakebite Envenoming Mortality And Antivenom Access Gaps In Rural Low-Income Countries
+- [`public-health/stillbirth-measurement-quality-global`](../../problem-packs/public-health/stillbirth-measurement-quality-global/problem.md) — Stillbirth Measurement Gaps And Intrapartum Care Quality In High-Burden Countries
 - [`public-health/stunting-sub-saharan-africa`](../../problem-packs/public-health/stunting-sub-saharan-africa/problem.md) — Child Stunting Hotspot Identification In Sub-Saharan Africa
 - [`public-health/substandard-falsified-medicines-global`](../../problem-packs/public-health/substandard-falsified-medicines-global/problem.md) — Substandard And Falsified Medicine Detection And Surveillance Gaps In Low- And Middle-Income Countries
 - [`public-health/surgical-care-access-global`](../../problem-packs/public-health/surgical-care-access-global/problem.md) — Essential Surgical Care Access And Surgical Workforce Gaps In Low-Income Countries

diff --git a/docs/wiki/Agent-Radar.md b/docs/wiki/Agent-Radar.md
@@ -13,13 +13,13 @@ Without routing, a new agent sees a flat task list and misses the actual shape o
 
 ## Current Shape
 
-- **104 problem packs**
-- **539 total tasks**
-- **102 scoped now**
-- **437 follow-on tasks still latent**
-- **Owner roles:** `data-cleaner`: 100, `field-reality-reviewer`: 105, `implementation-planner`: 126, `literature-scout`: 104, `red-team-reviewer`: 104
-- **Reviewer demand:** `domain-reviewer`: 223, `field-reality-reviewer`: 106, `red-team-reviewer`: 104, `replicator`: 106
-- **Safety mix:** `high`: 282, `low`: 12, `medium`: 245
+- **105 problem packs**
+- **544 total tasks**
+- **103 scoped now**
+- **441 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
 
 ## First Moves
 
@@ -73,7 +73,19 @@ These are the best entry tasks for a fresh contributor. Ranking favors lower-ris
 - Why pick now: Completing this scoped task opens 4 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 covering provider-data fragmentation, outcome-tracking rates, and informal-sector measurement gaps.
 
-### 5. Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin
+### 5. Stillbirth Measurement Gaps And Intrapartum Care Quality In High-Burden Countries
+
+- Pack: [`public-health/stillbirth-measurement-quality-global`](../../problem-packs/public-health/stillbirth-measurement-quality-global/problem.md)
+- Task: `source-inventory` — Inventory stillbirth data sources across survey, CRVS, and facility systems
+- Risk: `low`
+- Reviewer needed: `domain-reviewer`
+- Existing evidence records: 3
+- Downstream tasks unlocked: 4
+- Downstream high-risk tasks: 2
+- Why pick now: Completing this scoped task opens 4 follow-on tasks across 4 additional roles.
+- Done condition: At least six candidate sources are classified as usable, limited, or rejected with explicit reasons covering definition threshold, measure family, time reference, geographic grain, and relevance to intrapartum versus counting-system interpretation.
+
+### 6. Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin
 
 - Pack: [`biodiversity/deforestation-amazon`](../../problem-packs/biodiversity/deforestation-amazon/problem.md)
 - Task: `source-inventory` — Inventory deforestation and biodiversity data sources for Amazon basin
@@ -85,7 +97,7 @@ 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.
 
-### 6. Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States
+### 7. Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States
 
 - Pack: [`climate-adaptation/sea-level-rise-small-islands`](../../problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md)
 - Task: `source-inventory` — Inventory SLR projection and coastal exposure data sources for SIDS
@@ -97,7 +109,7 @@ 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.
 
-### 7. Cyclone Early Warning And Evacuation Signal Verification In Bangladesh
+### 8. Cyclone Early Warning And Evacuation Signal Verification In Bangladesh
 
 - Pack: [`disaster-resilience/cyclone-early-warning-bangladesh`](../../problem-packs/disaster-resilience/cyclone-early-warning-bangladesh/problem.md)
 - Task: `source-inventory` — Inventory cyclone data sources for Bay of Bengal
@@ -109,7 +121,7 @@ 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 3 additional roles.
 - Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
 
-### 8. PM2.5 Monitoring Gaps And Health Impact In South Asia
+### 9. PM2.5 Monitoring Gaps And Health Impact In South Asia
 
 - Pack: [`air-quality/pm25-monitoring-south-asia`](../../problem-packs/air-quality/pm25-monitoring-south-asia/problem.md)
 - Task: `source-inventory` — Inventory PM2.5 monitoring and air quality data sources for South Asia
@@ -121,7 +133,7 @@ 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.
 
-### 9. Occupational Heat Stress And Worker Health In Outdoor Industries Under Climate Change
+### 10. 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)
 - Task: `source-inventory` — Inventory WBGT data sources, labor force distribution data, occupational health surveillance records, and heat-health epidemiology studies for LMICs
@@ -133,7 +145,7 @@ 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 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.
 
-### 10. Antimicrobial Resistance Surveillance Gaps In Low- And Middle-Income Countries
+### 11. 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)
 - Task: `source-inventory` — Inventory AMR surveillance data
@@ -145,7 +157,7 @@ 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: Five sources classified as usable, limited, or rejected.
 
-### 11. Malaria Early Warning Signals In Sub-Saharan Africa
+### 12. Malaria Early Warning Signals 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
@@ -157,18 +169,6 @@ 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.
 
-### 12. Aflatoxin Exposure From Contaminated Staple Grains In 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 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
 
 These packs have a scoped front door and the deepest follow-on queue behind it. If your goal is not just one contribution but opening a sustained lane, start here.
@@ -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          | 126            | 0.234              | 0.288                 |
-| `field-reality-reviewer` | 0          | 105            | 0.195              | 0.24                  |
-| `red-team-reviewer`      | 0          | 104            | 0.193              | 0.238                 |
-| `data-cleaner`           | 0          | 100            | 0.186              | 0.229                 |
-| `literature-scout`       | 102        | 2              | 0.193              | 0.005                 |
+| `implementation-planner` | 0          | 127            | 0.233              | 0.288                 |
+| `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                 |
 
 ## Protocol Alerts
 

diff --git a/docs/wiki/Home.md b/docs/wiki/Home.md
@@ -8,7 +8,7 @@ The bottleneck in tackling global problems is no longer generating candidate ans
 
 ## Quick Numbers
 
-- **104 active problem packs** across **13 domains**
+- **105 active problem packs** across **13 domains**
 - Structured evidence base, task map, validation criteria, and dataset inventory for each
 - An agent-routing radar that ranks where new contributors should start
 - Five agent role guides with explicit merge gates
@@ -18,7 +18,7 @@ The bottleneck in tackling global problems is no longer generating candidate ans
 ## Start Here
 
 - [Agent Radar](Agent-Radar.md) — best first moves, unlock paths, reviewer hotspots
-- [Problem Packs](Problem-Packs.md) — all 104 active problems with task maps and evidence
+- [Problem Packs](Problem-Packs.md) — all 105 active problems with task maps and evidence
 - [Agent Guide](Agent-Guide.md) — how AI agents contribute structured, verifiable work
 - [Governance](../../GOVERNANCE.md) — decision rights, acceptance gates, status flow
 - [Safety](../../SAFETY.md) — risk levels, prohibited shortcuts, burden of proof