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54 changes: 27 additions & 27 deletions agent-radar.json
Original file line number Diff line number Diff line change
Expand Up @@ -4,12 +4,12 @@
"schema_version": 1,
"total_packs": 105,
"total_tasks": 544,
"scoped_tasks": 102,
"latent_tasks": 442,
"scoped_tasks": 101,
"latent_tasks": 443,
"status_counts": {
"scoped": 102,
"scoped": 101,
"needs-triage": 439,
"needs-review": 3
"needs-review": 4
},
"owner_role_counts": {
"literature-scout": 105,
Expand All @@ -19,7 +19,7 @@
"field-reality-reviewer": 106
},
"scoped_role_counts": {
"literature-scout": 102
"literature-scout": 101
},
"reviewer_needed_counts": {
"domain-reviewer": 225,
Expand All @@ -37,22 +37,6 @@
"protocol_alerts": [],
"contributor_lanes": {
"first_moves": [
{
"pack_id": "public-health/ncd-risk-factor-surveillance-global",
"pack_title": "Non-Communicable Disease Risk Factor Surveillance Gaps In Low-Income Countries",
"task_id": "source-inventory",
"title": "Inventory data sources for public-health/ncd-risk-factor-surveillance-global",
"owner_role": "literature-scout",
"reviewer_needed": "domain-reviewer",
"safety_risk": "low",
"done_condition": "At least four sources classified as usable, limited, or rejected with explicit reasons.",
"evidence_count": 5,
"downstream_tasks_unlocked": 4,
"downstream_high_risk_tasks": 2,
"problem_file": "problem-packs/public-health/ncd-risk-factor-surveillance-global/problem.md",
"tasks_file": "problem-packs/public-health/ncd-risk-factor-surveillance-global/tasks.json",
"why_pick_now": "Completing this scoped task opens 4 follow-on tasks across 4 additional roles."
},
{
"pack_id": "public-health/oral-health-access-global",
"pack_title": "Oral Health Service Access And Dental Workforce Gaps In Low-Income Countries",
Expand Down Expand Up @@ -228,6 +212,22 @@
"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": [
Expand Down Expand Up @@ -664,28 +664,28 @@
"scoped_tasks": 0,
"latent_tasks": 106,
"share_of_all_tasks": 0.195,
"share_of_latent_tasks": 0.24
"share_of_latent_tasks": 0.239
},
{
"owner_role": "red-team-reviewer",
"scoped_tasks": 0,
"latent_tasks": 105,
"share_of_all_tasks": 0.193,
"share_of_latent_tasks": 0.238
"share_of_latent_tasks": 0.237
},
{
"owner_role": "data-cleaner",
"scoped_tasks": 0,
"latent_tasks": 101,
"share_of_all_tasks": 0.186,
"share_of_latent_tasks": 0.229
"share_of_latent_tasks": 0.228
},
{
"owner_role": "literature-scout",
"scoped_tasks": 102,
"latent_tasks": 3,
"scoped_tasks": 101,
"latent_tasks": 4,
"share_of_all_tasks": 0.193,
"share_of_latent_tasks": 0.007
"share_of_latent_tasks": 0.009
}
]
}
Expand Down
58 changes: 29 additions & 29 deletions docs/wiki/Agent-Radar.md
Original file line number Diff line number Diff line change
Expand Up @@ -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**
- **102 scoped now**
- **442 follow-on tasks still latent**
- **101 scoped now**
- **443 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
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. 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
- 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 four sources classified as usable, limited, or rejected with explicit reasons.

### 2. Oral Health Service Access And Dental Workforce Gaps In Low-Income Countries
### 1. 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 @@ -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. Digital Divide Measurement And School Internet Connectivity In Low-Income Countries
### 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
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 five candidate data sources are classified as usable, limited, or rejected with explicit reasons covering connectivity-classification methodology, data currency, and cross-validation status.

### 4. 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
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 provider-data fragmentation, outcome-tracking rates, and informal-sector measurement gaps.

### 5. Stillbirth Measurement Gaps And Intrapartum Care Quality In High-Burden Countries
### 4. 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
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 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
### 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. Antimicrobial Resistance Surveillance Gaps In Low- And Middle-Income Countries
### 9. 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 @@ -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: Five sources classified as usable, limited, or rejected.

### 11. Malaria Early Warning Signals In Sub-Saharan Africa
### 10. 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 @@ -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: 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
### 11. 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
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 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.
Expand Down Expand Up @@ -388,10 +388,10 @@ 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 | 0.287 |
| `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` | 102 | 3 | 0.193 | 0.007 |
| `field-reality-reviewer` | 0 | 106 | 0.195 | 0.239 |
| `red-team-reviewer` | 0 | 105 | 0.193 | 0.237 |
| `data-cleaner` | 0 | 101 | 0.186 | 0.228 |
| `literature-scout` | 101 | 4 | 0.193 | 0.009 |

## Protocol Alerts

Expand Down
6 changes: 3 additions & 3 deletions docs/wiki/Index.md
Original file line number Diff line number Diff line change
Expand Up @@ -9,9 +9,9 @@
| Total packs | 105 |
| Packs with claims | 12 |
| Packs with accepted claims | 0 |
| Total evidence records | 324 |
| Total evidence records | 326 |
| Total tasks | 544 |
| Scoped tasks (ready for work) | 102 |
| Scoped tasks (ready for work) | 101 |
| High-risk tasks | 284 |

## All Problem Packs
Expand Down Expand Up @@ -96,7 +96,7 @@
| [public-health/maternal-mental-health-global](../../problem-packs/public-health/maternal-mental-health-global/problem.md) | Perinatal Maternal Mental Health Detection And Care Access Gaps In Low-Income Countries | scoped | public-health | global | high | 1 ev; 4 tasks | needs evidence |
| [public-health/maternal-mortality-sub-saharan-africa](../../problem-packs/public-health/maternal-mortality-sub-saharan-africa/problem.md) | Maternal Mortality Facility Delivery And Emergency Obstetric Care Access In Sub-Saharan Africa | scoped | public-health | sub-saharan-africa | medium | 2 ev; 5 tasks | needs evidence |
| [public-health/mental-health-treatment-gap-global](../../problem-packs/public-health/mental-health-treatment-gap-global/problem.md) | Mental Health Treatment Gap Measurement In Low- And Middle-Income Countries | scoped | public-health | global | high | 2 ev; 5 tasks | needs evidence |
| [public-health/ncd-risk-factor-surveillance-global](../../problem-packs/public-health/ncd-risk-factor-surveillance-global/problem.md) | Non-Communicable Disease Risk Factor Surveillance Gaps In Low-Income Countries | scoped | public-health | global | low | 5 ev; 5 tasks; 1 claims | has claims |
| [public-health/ncd-risk-factor-surveillance-global](../../problem-packs/public-health/ncd-risk-factor-surveillance-global/problem.md) | Non-Communicable Disease Risk Factor Surveillance Gaps In Low-Income Countries | scoped | public-health | global | low | 7 ev; 5 tasks; 1 claims | has claims |
| [public-health/neonatal-mortality-quality-care-global](../../problem-packs/public-health/neonatal-mortality-quality-care-global/problem.md) | Neonatal Mortality And Quality Of Inpatient Newborn Care In Low-Income Countries | scoped | public-health | global | medium | 1 ev; 5 tasks | needs evidence |
| [public-health/ntd-mass-drug-administration-global](../../problem-packs/public-health/ntd-mass-drug-administration-global/problem.md) | Neglected Tropical Disease Mass Drug Administration Coverage Gaps In Sub-Saharan Africa | scoped | public-health | sub-saharan-africa | medium | 2 ev; 5 tasks | needs evidence |
| [public-health/oral-health-access-global](../../problem-packs/public-health/oral-health-access-global/problem.md) | Oral Health Service Access And Dental Workforce Gaps In Low-Income Countries | scoped | public-health | global | low | 5 ev; 5 tasks; 1 claims | has claims |
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