Merge pull request #60 from Open-Problem-Lab/discovery/hearing-loss-care-access-global

[new-pack] hearing-loss-care-access-global — 430M affected, 80% in LMICs, top-5 GBD YLD cause with no sub-national coverage data

Author: cschanhniem

agent-radar.json

@@ -2,41 +2,57 @@
   "summary": {
     "generated_by": "scripts/generate-agent-radar.mjs",
     "schema_version": 1,
-    "total_packs": 107,
-    "total_tasks": 554,
-    "scoped_tasks": 100,
-    "latent_tasks": 454,
+    "total_packs": 108,
+    "total_tasks": 559,
+    "scoped_tasks": 101,
+    "latent_tasks": 458,
     "status_counts": {
-      "scoped": 100,
-      "needs-triage": 447,
+      "scoped": 101,
+      "needs-triage": 451,
       "needs-review": 7
     },
     "owner_role_counts": {
-      "literature-scout": 107,
-      "data-cleaner": 103,
-      "implementation-planner": 129,
-      "red-team-reviewer": 107,
-      "field-reality-reviewer": 108
+      "literature-scout": 108,
+      "data-cleaner": 104,
+      "implementation-planner": 130,
+      "red-team-reviewer": 108,
+      "field-reality-reviewer": 109
     },
     "scoped_role_counts": {
-      "literature-scout": 100
+      "literature-scout": 101
     },
     "reviewer_needed_counts": {
-      "domain-reviewer": 229,
-      "replicator": 109,
-      "red-team-reviewer": 107,
-      "field-reality-reviewer": 109
+      "domain-reviewer": 231,
+      "replicator": 110,
+      "red-team-reviewer": 108,
+      "field-reality-reviewer": 110
     },
     "safety_risk_counts": {
-      "medium": 251,
-      "high": 288,
-      "low": 15
+      "medium": 253,
+      "high": 290,
+      "low": 16
     },
     "protocol_alert_count": 0
   },
   "protocol_alerts": [],
   "contributor_lanes": {
     "first_moves": [
+      {
+        "pack_id": "public-health/hearing-loss-care-access-global",
+        "pack_title": "Hearing Loss Care Access And Hearing Aid Coverage Gaps In Low- And Middle-Income Countries",
+        "task_id": "source-inventory",
+        "title": "Inventory hearing loss prevalence, coverage, and workforce data sources for LMICs",
+        "owner_role": "literature-scout",
+        "reviewer_needed": "domain-reviewer",
+        "safety_risk": "low",
+        "done_condition": "At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons covering geographic grain, case definition, data collection method, and temporal coverage.",
+        "evidence_count": 5,
+        "downstream_tasks_unlocked": 4,
+        "downstream_high_risk_tasks": 2,
+        "problem_file": "problem-packs/public-health/hearing-loss-care-access-global/problem.md",
+        "tasks_file": "problem-packs/public-health/hearing-loss-care-access-global/tasks.json",
+        "why_pick_now": "Completing this scoped task opens 4 follow-on tasks across 4 additional roles."
+      },
       {
         "pack_id": "education/digital-divide-school-access-global",
         "pack_title": "Digital Divide Measurement And School Internet Connectivity In Low-Income Countries",
@@ -212,22 +228,6 @@
         "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."
-      },
-      {
-        "pack_id": "disaster-resilience/urban-flooding-south-asia",
-        "pack_title": "Urban Pluvial Flooding Risk In South Asian Megacities",
-        "task_id": "source-inventory",
-        "title": "Inventory satellite impervious-surface, drainage, rainfall, flood-extent, and population data sources for South Asian megacities",
-        "owner_role": "literature-scout",
-        "reviewer_needed": "domain-reviewer",
-        "safety_risk": "medium",
-        "done_condition": "At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons covering resolution, urban accuracy, and drainage-data availability.",
-        "evidence_count": 4,
-        "downstream_tasks_unlocked": 5,
-        "downstream_high_risk_tasks": 4,
-        "problem_file": "problem-packs/disaster-resilience/urban-flooding-south-asia/problem.md",
-        "tasks_file": "problem-packs/disaster-resilience/urban-flooding-south-asia/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": 129,
+        "latent_tasks": 130,
         "share_of_all_tasks": 0.233,
         "share_of_latent_tasks": 0.284
       },
       {
         "owner_role": "field-reality-reviewer",
         "scoped_tasks": 0,
-        "latent_tasks": 108,
+        "latent_tasks": 109,
         "share_of_all_tasks": 0.195,
         "share_of_latent_tasks": 0.238
       },
       {
         "owner_role": "red-team-reviewer",
         "scoped_tasks": 0,
-        "latent_tasks": 107,
+        "latent_tasks": 108,
         "share_of_all_tasks": 0.193,
         "share_of_latent_tasks": 0.236
       },
       {
         "owner_role": "data-cleaner",
         "scoped_tasks": 0,
-        "latent_tasks": 103,
+        "latent_tasks": 104,
         "share_of_all_tasks": 0.186,
         "share_of_latent_tasks": 0.227
       },
       {
         "owner_role": "literature-scout",
-        "scoped_tasks": 100,
+        "scoped_tasks": 101,
         "latent_tasks": 7,
         "share_of_all_tasks": 0.193,
         "share_of_latent_tasks": 0.015

docs/wiki/Agent-Guide.md

@@ -120,6 +120,7 @@ Example: [examples/agent-submission.example.json](../../examples/agent-submissio
 - [`public-health/emergency-obstetric-transport-global`](../../problem-packs/public-health/emergency-obstetric-transport-global/problem.md) — Emergency Obstetric Transport Access And Ambulance Coverage Gaps In Low-Income Countries
 - [`public-health/health-insurance-coverage-global`](../../problem-packs/public-health/health-insurance-coverage-global/problem.md) — Health Insurance Coverage And Financial Protection Gaps In Low-Income Countries
 - [`public-health/health-workforce-density-global`](../../problem-packs/public-health/health-workforce-density-global/problem.md) — Health Workforce Density And Skill-Mix Gaps In Low-Income Countries
+- [`public-health/hearing-loss-care-access-global`](../../problem-packs/public-health/hearing-loss-care-access-global/problem.md) — Hearing Loss Care Access And Hearing Aid Coverage Gaps In Low- And Middle-Income Countries
 - [`public-health/hiv-treatment-cascade-global`](../../problem-packs/public-health/hiv-treatment-cascade-global/problem.md) — HIV Treatment Cascade Gaps And 95-95-95 Target Tracking In Sub-Saharan Africa
 - [`public-health/hypertension-control-global`](../../problem-packs/public-health/hypertension-control-global/problem.md) — Hypertension Detection And Control Gaps In Low- And Middle-Income Countries
 - [`public-health/indigenous-health-data-global`](../../problem-packs/public-health/indigenous-health-data-global/problem.md) — Indigenous Health Data Sovereignty And Service Access Gaps In Settler-Colonial States

docs/wiki/Agent-Radar.md

@@ -13,19 +13,31 @@ Without routing, a new agent sees a flat task list and misses the actual shape o
 
 ## Current Shape
 
-- **107 problem packs**
-- **554 total tasks**
-- **100 scoped now**
-- **454 follow-on tasks still latent**
-- **Owner roles:** `data-cleaner`: 103, `field-reality-reviewer`: 108, `implementation-planner`: 129, `literature-scout`: 107, `red-team-reviewer`: 107
-- **Reviewer demand:** `domain-reviewer`: 229, `field-reality-reviewer`: 109, `red-team-reviewer`: 107, `replicator`: 109
-- **Safety mix:** `high`: 288, `low`: 15, `medium`: 251
+- **108 problem packs**
+- **559 total tasks**
+- **101 scoped now**
+- **458 follow-on tasks still latent**
+- **Owner roles:** `data-cleaner`: 104, `field-reality-reviewer`: 109, `implementation-planner`: 130, `literature-scout`: 108, `red-team-reviewer`: 108
+- **Reviewer demand:** `domain-reviewer`: 231, `field-reality-reviewer`: 110, `red-team-reviewer`: 108, `replicator`: 110
+- **Safety mix:** `high`: 290, `low`: 16, `medium`: 253
 
 ## First Moves
 
 These are the best entry tasks for a fresh contributor. Ranking favors lower-risk scoped work first, then packs where a successful first move unlocks the most downstream tasks.
 
-### 1. Digital Divide Measurement And School Internet Connectivity In Low-Income Countries
+### 1. Hearing Loss Care Access And Hearing Aid Coverage Gaps In Low- And Middle-Income Countries
+
+- Pack: [`public-health/hearing-loss-care-access-global`](../../problem-packs/public-health/hearing-loss-care-access-global/problem.md)
+- Task: `source-inventory` — Inventory hearing loss prevalence, coverage, and workforce data sources for LMICs
+- Risk: `low`
+- Reviewer needed: `domain-reviewer`
+- Existing evidence records: 5
+- 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 five candidate data sources are classified as usable, limited, or rejected with explicit reasons covering geographic grain, case definition, data collection method, and temporal coverage.
+
+### 2. Digital Divide Measurement And School Internet Connectivity In Low-Income Countries
 
 - Pack: [`education/digital-divide-school-access-global`](../../problem-packs/education/digital-divide-school-access-global/problem.md)
 - Task: `source-inventory` — Inventory school connectivity, mobile-network, and digital-learning data sources for low-income countries
@@ -37,7 +49,7 @@ 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 connectivity-classification methodology, data currency, and cross-validation status.
 
-### 2. Youth Skills Training And Employment Outcome Gaps In Low-Income Countries
+### 3. Youth Skills Training And Employment Outcome Gaps In Low-Income Countries
 
 - Pack: [`education/skills-training-youth-employment-global`](../../problem-packs/education/skills-training-youth-employment-global/problem.md)
 - Task: `source-inventory` — Inventory training-provider, employment-outcome, labor-market, and skills-mismatch data sources for LMICs
@@ -49,7 +61,7 @@ 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.
 
-### 3. Obstetric Fistula Repair Backlog And Prevention Access In High-Burden Countries
+### 4. Obstetric Fistula Repair Backlog And Prevention Access In High-Burden Countries
 
 - Pack: [`public-health/obstetric-fistula-repair-access-global`](../../problem-packs/public-health/obstetric-fistula-repair-access-global/problem.md)
 - Task: `source-inventory` — Inventory obstetric fistula prevalence, repair, and prevention data sources
@@ -61,7 +73,7 @@ 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 six candidate sources are classified as usable, limited, or rejected with explicit reasons covering measurement family, numerator, denominator, time reference, geographic grain, case-finding method, and backlog-versus-incidence relevance.
 
-### 4. Stillbirth Measurement Gaps And Intrapartum Care Quality In High-Burden Countries
+### 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
@@ -73,7 +85,7 @@ 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 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.
 
-### 5. Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin
+### 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. Antimicrobial Resistance Surveillance Gaps In Low- And Middle-Income Countries
+### 10. 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
@@ -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: Five sources classified as usable, limited, or rejected.
 
-### 10. Malaria Early Warning Signals In Sub-Saharan Africa
+### 11. 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
@@ -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: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
 
-### 11. Aflatoxin Exposure From Contaminated Staple Grains In Sub-Saharan Africa
+### 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
@@ -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 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.
 
-### 12. Urban Pluvial Flooding Risk In South Asian Megacities
-
-- Pack: [`disaster-resilience/urban-flooding-south-asia`](../../problem-packs/disaster-resilience/urban-flooding-south-asia/problem.md)
-- Task: `source-inventory` — Inventory satellite impervious-surface, drainage, rainfall, flood-extent, and population data sources for South Asian megacities
-- Risk: `medium`
-- Reviewer needed: `domain-reviewer`
-- Existing evidence records: 4
-- 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 covering resolution, urban accuracy, and drainage-data availability.
-
 ## 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          | 129            | 0.233              | 0.284                 |
-| `field-reality-reviewer` | 0          | 108            | 0.195              | 0.238                 |
-| `red-team-reviewer`      | 0          | 107            | 0.193              | 0.236                 |
-| `data-cleaner`           | 0          | 103            | 0.186              | 0.227                 |
-| `literature-scout`       | 100        | 7              | 0.193              | 0.015                 |
+| `implementation-planner` | 0          | 130            | 0.233              | 0.284                 |
+| `field-reality-reviewer` | 0          | 109            | 0.195              | 0.238                 |
+| `red-team-reviewer`      | 0          | 108            | 0.193              | 0.236                 |
+| `data-cleaner`           | 0          | 104            | 0.186              | 0.227                 |
+| `literature-scout`       | 101        | 7              | 0.193              | 0.015                 |
 
 ## Protocol Alerts