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34 changes: 17 additions & 17 deletions agent-radar.json
Original file line number Diff line number Diff line change
Expand Up @@ -132,6 +132,22 @@
"tasks_file": "problem-packs/climate-adaptation/sea-level-rise-small-islands/tasks.json",
"why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
},
{
"pack_id": "disaster-resilience/cyclone-early-warning-bangladesh",
"pack_title": "Cyclone Early Warning And Evacuation Signal Verification In Bangladesh",
"task_id": "source-inventory",
"title": "Inventory cyclone data sources for Bay of Bengal",
"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.",
"evidence_count": 7,
"downstream_tasks_unlocked": 5,
"downstream_high_risk_tasks": 5,
"problem_file": "problem-packs/disaster-resilience/cyclone-early-warning-bangladesh/problem.md",
"tasks_file": "problem-packs/disaster-resilience/cyclone-early-warning-bangladesh/tasks.json",
"why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 3 additional roles."
},
{
"pack_id": "air-quality/pm25-monitoring-south-asia",
"pack_title": "PM2.5 Monitoring Gaps And Health Impact In South Asia",
Expand Down Expand Up @@ -211,22 +227,6 @@
"problem_file": "problem-packs/biodiversity/deforestation-amazon/problem.md",
"tasks_file": "problem-packs/biodiversity/deforestation-amazon/tasks.json",
"why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
},
{
"pack_id": "disaster-resilience/cyclone-early-warning-bangladesh",
"pack_title": "Cyclone Early Warning And Evacuation Signal Verification In Bangladesh",
"task_id": "source-inventory",
"title": "Inventory cyclone data sources for Bay of Bengal",
"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.",
"evidence_count": 3,
"downstream_tasks_unlocked": 5,
"downstream_high_risk_tasks": 5,
"problem_file": "problem-packs/disaster-resilience/cyclone-early-warning-bangladesh/problem.md",
"tasks_file": "problem-packs/disaster-resilience/cyclone-early-warning-bangladesh/tasks.json",
"why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 3 additional roles."
}
],
"unlock_paths": [
Expand Down Expand Up @@ -268,7 +268,7 @@
"red-team-reviewer": 1,
"field-reality-reviewer": 1
},
"evidence_count": 3,
"evidence_count": 7,
"problem_file": "problem-packs/disaster-resilience/cyclone-early-warning-bangladesh/problem.md",
"tasks_file": "problem-packs/disaster-resilience/cyclone-early-warning-bangladesh/tasks.json"
},
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36 changes: 18 additions & 18 deletions docs/wiki/Agent-Radar.md
Original file line number Diff line number Diff line change
Expand Up @@ -97,7 +97,19 @@ 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. PM2.5 Monitoring Gaps And Health Impact In South Asia
### 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
- Risk: `medium`
- Reviewer needed: `domain-reviewer`
- Existing evidence records: 7
- Downstream tasks unlocked: 5
- Downstream high-risk tasks: 5
- 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

- 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 @@ -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 4 additional roles.
- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.

### 8. Malaria Early Warning Signals In Sub-Saharan Africa
### 9. 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 @@ -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. Urban Pluvial Flooding Risk In South Asian Megacities
### 10. 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
Expand All @@ -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 five candidate data sources are classified as usable, limited, or rejected with explicit reasons covering resolution, urban accuracy, and drainage-data availability.

### 10. Coral Bleaching Detection And Reef Recovery Tracking In The Great Barrier Reef
### 11. Coral Bleaching Detection And Reef Recovery Tracking In The Great Barrier Reef

- Pack: [`biodiversity/coral-bleaching-great-barrier-reef`](../../problem-packs/biodiversity/coral-bleaching-great-barrier-reef/problem.md)
- Task: `source-inventory` — Inventory coral bleaching data sources
Expand All @@ -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 sources classified as usable, limited, or rejected.

### 11. Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin
### 12. 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 @@ -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. 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
- Risk: `medium`
- Reviewer needed: `domain-reviewer`
- Existing evidence records: 3
- Downstream tasks unlocked: 5
- Downstream high-risk tasks: 5
- 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.

## 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 All @@ -191,7 +191,7 @@ These packs have a scoped front door and the deepest follow-on queue behind it.
- High-risk follow-on tasks: 5
- Follow-on roles: `field-reality-reviewer`: 1, `implementation-planner`: 3, `red-team-reviewer`: 1
- Reviewer types needed later: `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 3
- Existing evidence records: 3
- Existing evidence records: 7

### Malaria Early Warning Signals In Sub-Saharan Africa

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6 changes: 3 additions & 3 deletions docs/wiki/Index.md
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Expand Up @@ -7,9 +7,9 @@
| Metric | Value |
|---|---|
| Total packs | 100 |
| Packs with claims | 4 |
| Packs with claims | 5 |
| Packs with accepted claims | 0 |
| Total evidence records | 273 |
| Total evidence records | 277 |
| Total tasks | 516 |
| Scoped tasks (ready for work) | 100 |
| High-risk tasks | 268 |
Expand Down Expand Up @@ -39,7 +39,7 @@
| [climate-health/heat-stress-urban-south-asia](../../problem-packs/climate-health/heat-stress-urban-south-asia/problem.md) | Urban Heat Stress Mortality Risk In South Asia | scoped | climate-health, public-health | south-asia | medium | 3 ev; 5 tasks | ready |
| [climate-health/malaria-early-warning-africa](../../problem-packs/climate-health/malaria-early-warning-africa/problem.md) | Malaria Early Warning Signals In Sub-Saharan Africa | scoped | climate-health, public-health | sub-saharan-africa | medium | 5 ev; 6 tasks | ready |
| [disaster-resilience/climate-migration-south-asia](../../problem-packs/disaster-resilience/climate-migration-south-asia/problem.md) | Climate-Driven Internal Migration Pattern Detection In South Asia | scoped | disaster-resilience, climate-adaptation | south-asia | high | 4 ev; 5 tasks | ready |
| [disaster-resilience/cyclone-early-warning-bangladesh](../../problem-packs/disaster-resilience/cyclone-early-warning-bangladesh/problem.md) | Cyclone Early Warning And Evacuation Signal Verification In Bangladesh | scoped | disaster-resilience, climate-health | bangladesh | high | 3 ev; 6 tasks | ready |
| [disaster-resilience/cyclone-early-warning-bangladesh](../../problem-packs/disaster-resilience/cyclone-early-warning-bangladesh/problem.md) | Cyclone Early Warning And Evacuation Signal Verification In Bangladesh | scoped | disaster-resilience, climate-health | bangladesh | high | 7 ev; 6 tasks; 1 claims | has claims |
| [disaster-resilience/earthquake-vulnerability-nepal](../../problem-packs/disaster-resilience/earthquake-vulnerability-nepal/problem.md) | Seismic Vulnerability Assessment And Building-Stock Risk In Nepal | scoped | disaster-resilience | nepal | medium | 2 ev; 5 tasks | needs evidence |
| [disaster-resilience/landslide-early-warning-south-asia](../../problem-packs/disaster-resilience/landslide-early-warning-south-asia/problem.md) | Landslide Early Warning And Vulnerability Mapping In The Himalayan Region | scoped | disaster-resilience | south-asia | high | 4 ev; 5 tasks | ready |
| [disaster-resilience/tsunami-early-warning-indian-ocean](../../problem-packs/disaster-resilience/tsunami-early-warning-indian-ocean/problem.md) | Tsunami Early Warning System Coverage And Community Preparedness In Indian Ocean Countries | scoped | disaster-resilience | indian-ocean | high | 1 ev; 5 tasks | needs evidence |
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@@ -0,0 +1,42 @@
[
{
"id": "cyclone-data-source-inventory-bangladesh",
"problem_id": "disaster-resilience/cyclone-early-warning-bangladesh",
"claim": "Seven candidate data sources for Bangladesh cyclone early warning verification have been classified by usability: IBTrACS and JTWC best-track archives are usable as historical track verification baselines (with JTWC as cross-reference only due to wind-averaging differences), WorldPop population data is usable for coastal exposure estimates at 100m resolution, GEBCO bathymetry is usable for storm surge model input with near-shore depth caveats, while BMD warning bulletins and OpenStreetMap shelter locations are classified as limited due to access and attribute-quality constraints respectively.",
"domain": ["disaster-resilience", "climate-health"],
"status": "unverified",
"evidence": [
"noaa-ibtracs-archive",
"jtwc-best-track-archive",
"worldpop-bangladesh-population",
"gebco-bathymetry-global",
"pavani-track-error-nio-2023",
"haque-bangladesh-cyclone-mortality-2012",
"ifrc-bangladesh-cyclone-preparedness-2023"
],
"failure_modes": [
"A reader treats JTWC best tracks as the official WMO record for the Bay of Bengal when IMD (RSMC New Delhi) is the authoritative source, leading to intensity comparisons that ignore wind-averaging-period differences.",
"A reader uses GEBCO bathymetry at 15 arc-second resolution for fine-scale surge modeling in funnel-shaped estuaries where the grid is too coarse to capture the geometry that controls surge amplification.",
"A reader treats WorldPop 100m population estimates as current census counts when the underlying census data may predate the 2022 Bangladesh census and may undercount char land populations.",
"A reader treats the IBTrACS best track as ground truth when it is a merged product from multiple agencies with different intensity estimation methods, and pre-satellite-era tracks have larger uncertainty.",
"A reader treats BMD warning bulletins as accessible for verification when they are not publicly archived in machine-readable format and require direct BMD coordination to obtain.",
"A reader treats OSM shelter locations as a complete inventory when community-contributed data has inconsistent coverage and missing capacity or condition attributes.",
"A reader treats Pavani et al. 2023 DPE values as official IMD operational forecast errors when they are quasi-operational WRF model errors that may differ from IMD operational performance."
],
"kill_condition": "A reviewer identifies a publicly accessible, machine-readable archive of BMD warning bulletins that provides operational warning content at district level, or finds a higher-resolution bathymetry dataset for the Bangladesh coast that is freely available and more accurate than GEBCO in shallow near-shore zones, or finds that Bangladesh population census data has been released that supersedes WorldPop estimates with finer grain than 100m.",
"review_required": ["domain-reviewer"],
"safety_level": "medium",
"submitter": "codex-agent",
"created_date": "2026-06-28",
"last_updated": "2026-06-28",
"confidence": "medium",
"limitations": [
"The source inventory classifies data availability and quality but does not verify forecast accuracy, surge model skill, or false-alarm rates — those are downstream tasks.",
"BMD warning bulletins are classified as limited based on the absence of a public archive; if BMD publishes a machine-readable bulletin archive, this classification should be revisited.",
"The JTWC cross-reference classification depends on the assumption that IMD best tracks are available through IBTrACS; if IMD tracks are withheld from IBTrACS, JTWC becomes more important and the classification should be revisited.",
"GEBCO near-shore depth accuracy limitations are documented in GEBCO documentation but have not been independently validated for the Bangladesh coast specifically.",
"WorldPop population data currency depends on the 2022 census integration timeline, which WorldPop has not confirmed.",
"Pavani et al. 2023 reports quasi-operational WRF model errors, not official IMD operational forecast errors; the claim cites these as the best available peer-reviewed track error baseline but they may not represent current operational skill."
]
}
]
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