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cschanhniem merged 1 commit into from
Jul 1, 2026
Merged

Complete birth registration source inventory #57

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80 changes: 40 additions & 40 deletions agent-radar.json
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Original file line number Diff line number Diff line change
Expand Up @@ -4,12 +4,12 @@
"schema_version": 1,
"total_packs": 104,
"total_tasks": 539,
"scoped_tasks": 103,
"latent_tasks": 436,
"scoped_tasks": 102,
"latent_tasks": 437,
"status_counts": {
"scoped": 103,
"scoped": 102,
"needs-triage": 435,
"needs-review": 1
"needs-review": 2
},
"owner_role_counts": {
"literature-scout": 104,
Expand All @@ -19,7 +19,7 @@
"field-reality-reviewer": 105
},
"scoped_role_counts": {
"literature-scout": 103
"literature-scout": 102
},
"reviewer_needed_counts": {
"domain-reviewer": 223,
Expand All @@ -37,22 +37,6 @@
"protocol_alerts": [],
"contributor_lanes": {
"first_moves": [
{
"pack_id": "public-health/birth-registration-access-global",
"pack_title": "Birth Registration Coverage Gaps And Health-Service Linkage In Low-Income Countries",
"task_id": "source-inventory",
"title": "Inventory survey, CRVS, and health-touchpoint data sources for birth registration analysis",
"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 measure family, timing, geographic grain, and health-linkage relevance.",
"evidence_count": 7,
"downstream_tasks_unlocked": 5,
"downstream_high_risk_tasks": 2,
"problem_file": "problem-packs/public-health/birth-registration-access-global/problem.md",
"tasks_file": "problem-packs/public-health/birth-registration-access-global/tasks.json",
"why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
},
{
"pack_id": "public-health/ncd-risk-factor-surveillance-global",
"pack_title": "Non-Communicable Disease Risk Factor Surveillance Gaps In Low-Income Countries",
Expand Down Expand Up @@ -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": [
Expand Down Expand Up @@ -508,6 +508,19 @@
"downstream_tasks": 6,
"problem_file": "problem-packs/food-security/fisheries-overexploitation-west-africa/problem.md"
},
{
"pack_id": "public-health/birth-registration-access-global",
"pack_title": "Birth Registration Coverage Gaps And Health-Service Linkage In Low-Income Countries",
"downstream_reviewers_needed": {
"domain-reviewer": 3,
"replicator": 1,
"red-team-reviewer": 1,
"field-reality-reviewer": 1
},
"downstream_high_risk_tasks": 2,
"downstream_tasks": 6,
"problem_file": "problem-packs/public-health/birth-registration-access-global/problem.md"
},
{
"pack_id": "climate-adaptation/sea-level-rise-small-islands",
"pack_title": "Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States",
Expand Down Expand Up @@ -636,19 +649,6 @@
"downstream_high_risk_tasks": 4,
"downstream_tasks": 5,
"problem_file": "problem-packs/public-health/antimicrobial-resistance-surveillance-global/problem.md"
},
{
"pack_id": "public-health/child-mortality-inequality-global",
"pack_title": "Under-Five Mortality Sub-National Inequality Tracking In Low-Income Countries",
"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/public-health/child-mortality-inequality-global/problem.md"
}
],
"role_backlog": [
Expand All @@ -657,21 +657,21 @@
"scoped_tasks": 0,
"latent_tasks": 126,
"share_of_all_tasks": 0.234,
"share_of_latent_tasks": 0.289
"share_of_latent_tasks": 0.288
},
{
"owner_role": "field-reality-reviewer",
"scoped_tasks": 0,
"latent_tasks": 105,
"share_of_all_tasks": 0.195,
"share_of_latent_tasks": 0.241
"share_of_latent_tasks": 0.24
},
{
"owner_role": "red-team-reviewer",
"scoped_tasks": 0,
"latent_tasks": 104,
"share_of_all_tasks": 0.193,
"share_of_latent_tasks": 0.239
"share_of_latent_tasks": 0.238
},
{
"owner_role": "data-cleaner",
Expand All @@ -682,10 +682,10 @@
},
{
"owner_role": "literature-scout",
"scoped_tasks": 103,
"latent_tasks": 1,
"scoped_tasks": 102,
"latent_tasks": 2,
"share_of_all_tasks": 0.193,
"share_of_latent_tasks": 0.002
"share_of_latent_tasks": 0.005
}
]
}
Expand Down
72 changes: 36 additions & 36 deletions docs/wiki/Agent-Radar.md
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Expand Up @@ -15,8 +15,8 @@ Without routing, a new agent sees a flat task list and misses the actual shape o

- **104 problem packs**
- **539 total tasks**
- **103 scoped now**
- **436 follow-on tasks still latent**
- **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
Expand All @@ -25,19 +25,7 @@ Without routing, a new agent sees a flat task list and misses the actual shape o

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. 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)
- Task: `source-inventory` — Inventory survey, CRVS, and health-touchpoint data sources for birth registration analysis
- Risk: `low`
- Reviewer needed: `domain-reviewer`
- Existing evidence records: 7
- Downstream tasks unlocked: 5
- Downstream high-risk tasks: 2
- Why pick now: Completing this scoped task opens 5 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 measure family, timing, geographic grain, and health-linkage relevance.

### 2. Non-Communicable Disease Risk Factor Surveillance Gaps In Low-Income Countries
### 1. Non-Communicable Disease Risk Factor Surveillance Gaps In Low-Income Countries

- Pack: [`public-health/ncd-risk-factor-surveillance-global`](../../problem-packs/public-health/ncd-risk-factor-surveillance-global/problem.md)
- Task: `source-inventory` — Inventory data sources for public-health/ncd-risk-factor-surveillance-global
Expand All @@ -49,7 +37,7 @@ 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 four sources classified as usable, limited, or rejected with explicit reasons.

### 3. Oral Health Service Access And Dental Workforce Gaps In Low-Income Countries
### 2. Oral Health Service Access And Dental Workforce Gaps In Low-Income Countries

- Pack: [`public-health/oral-health-access-global`](../../problem-packs/public-health/oral-health-access-global/problem.md)
- Task: `source-inventory` — Inventory data sources for public-health/oral-health-access-global
Expand All @@ -61,7 +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 four sources classified as usable, limited, or rejected with explicit reasons.

### 4. Digital Divide Measurement And School Internet Connectivity In Low-Income Countries
### 3. 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
Expand All @@ -73,7 +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 connectivity-classification methodology, data currency, and cross-validation status.

### 5. Youth Skills Training And Employment Outcome Gaps In Low-Income Countries
### 4. 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
Expand All @@ -85,7 +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 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.

### 6. Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin
### 5. 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
Expand All @@ -97,7 +85,7 @@ These are the best entry tasks for a fresh contributor. Ranking favors lower-ris
- Why pick now: Completing this scoped task opens 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. Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States
### 6. 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
Expand All @@ -109,7 +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.

### 8. Cyclone Early Warning And Evacuation Signal Verification In Bangladesh
### 7. 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
Expand All @@ -121,7 +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 3 additional roles.
- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.

### 9. PM2.5 Monitoring Gaps And Health Impact In South Asia
### 8. 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
Expand All @@ -133,7 +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 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
### 9. 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
Expand All @@ -145,7 +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 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.

### 11. 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
Expand All @@ -157,7 +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.

### 12. 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
Expand All @@ -169,6 +157,18 @@ 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.
Expand Down Expand Up @@ -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

### 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)
- Follow-on tasks: 6
- High-risk follow-on tasks: 2
- Reviewer load: `domain-reviewer`: 3, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 1

### 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)
Expand Down Expand Up @@ -374,24 +381,17 @@ 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`: 2, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 1

### Under-Five Mortality Sub-National Inequality Tracking In Low-Income Countries

- Pack: [`public-health/child-mortality-inequality-global`](../../problem-packs/public-health/child-mortality-inequality-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

## Role Backlog

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 | 0.289 |
| `field-reality-reviewer` | 0 | 105 | 0.195 | 0.241 |
| `red-team-reviewer` | 0 | 104 | 0.193 | 0.239 |
| `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` | 103 | 1 | 0.193 | 0.002 |
| `literature-scout` | 102 | 2 | 0.193 | 0.005 |

## Protocol Alerts

Expand Down
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