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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 @@ -116,6 +116,22 @@
"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": "climate-adaptation/sea-level-rise-small-islands",
"pack_title": "Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States",
"task_id": "source-inventory",
"title": "Inventory SLR projection and coastal exposure data sources for SIDS",
"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": 8,
"downstream_tasks_unlocked": 5,
"downstream_high_risk_tasks": 5,
"problem_file": "problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md",
"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": "air-quality/pm25-monitoring-south-asia",
"pack_title": "PM2.5 Monitoring Gaps And Health Impact In South Asia",
Expand Down Expand Up @@ -196,22 +212,6 @@
"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": "climate-adaptation/sea-level-rise-small-islands",
"pack_title": "Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States",
"task_id": "source-inventory",
"title": "Inventory SLR projection and coastal exposure data sources for SIDS",
"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/climate-adaptation/sea-level-rise-small-islands/problem.md",
"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",
Expand Down Expand Up @@ -248,7 +248,7 @@
"field-reality-reviewer": 2,
"red-team-reviewer": 1
},
"evidence_count": 3,
"evidence_count": 8,
"problem_file": "problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md",
"tasks_file": "problem-packs/climate-adaptation/sea-level-rise-small-islands/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 @@ -85,7 +85,19 @@ 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.

### 6. PM2.5 Monitoring Gaps And Health Impact In South Asia
### 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
- Risk: `medium`
- Reviewer needed: `domain-reviewer`
- Existing evidence records: 8
- Downstream tasks unlocked: 5
- Downstream high-risk tasks: 5
- 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

- 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 @@ -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. Malaria Early Warning Signals In Sub-Saharan Africa
### 8. 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 @@ -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. Urban Pluvial Flooding Risk In South Asian Megacities
### 9. 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 @@ -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 covering resolution, urban accuracy, and drainage-data availability.

### 9. Coral Bleaching Detection And Reef Recovery Tracking In The Great Barrier Reef
### 10. 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 @@ -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 sources classified as usable, limited, or rejected.

### 10. Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin
### 11. 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 @@ -145,18 +157,6 @@ 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.

### 11. 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
- 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 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)
Expand All @@ -181,7 +181,7 @@ These packs have a scoped front door and the deepest follow-on queue behind it.
- High-risk follow-on tasks: 5
- Follow-on roles: `data-cleaner`: 1, `field-reality-reviewer`: 1, `implementation-planner`: 2, `red-team-reviewer`: 1
- Reviewer types needed later: `domain-reviewer`: 1, `field-reality-reviewer`: 2, `red-team-reviewer`: 1, `replicator`: 1
- Existing evidence records: 3
- Existing evidence records: 8

### Cyclone Early Warning And Evacuation Signal Verification In Bangladesh

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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 | 3 |
| Packs with claims | 4 |
| Packs with accepted claims | 0 |
| Total evidence records | 268 |
| Total evidence records | 273 |
| Total tasks | 516 |
| Scoped tasks (ready for work) | 100 |
| High-risk tasks | 268 |
Expand All @@ -30,7 +30,7 @@
| [biodiversity/wetland-loss-migratory-birds-global](../../problem-packs/biodiversity/wetland-loss-migratory-birds-global/problem.md) | Wetland Loss Detection And Migratory Bird Population Impact | scoped | biodiversity, climate-health | global | medium | 4 ev; 5 tasks | ready |
| [climate-adaptation/climate-resilient-seeds-global](../../problem-packs/climate-adaptation/climate-resilient-seeds-global/problem.md) | Climate-Resilient Seed Access And Adoption Gaps In Smallholder Agriculture | scoped | climate-adaptation, food-security | global | medium | 4 ev; 5 tasks | ready |
| [climate-adaptation/heat-early-warning-systems-global](../../problem-packs/climate-adaptation/heat-early-warning-systems-global/problem.md) | Heat Early Warning System Coverage And Effectiveness In Low-Income Countries | scoped | climate-adaptation, public-health | global | high | 4 ev; 5 tasks | ready |
| [climate-adaptation/sea-level-rise-small-islands](../../problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md) | Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States | scoped | climate-adaptation, disaster-resilience | small-island-developing-states | high | 3 ev; 6 tasks | ready |
| [climate-adaptation/sea-level-rise-small-islands](../../problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md) | Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States | scoped | climate-adaptation, disaster-resilience | small-island-developing-states | high | 8 ev; 6 tasks; 1 claims | has claims |
| [climate-adaptation/urban-green-space-cooling-global](../../problem-packs/climate-adaptation/urban-green-space-cooling-global/problem.md) | Urban Green Space Cooling Effect And Heat Mortality Reduction Potential | scoped | climate-adaptation, climate-health | global | medium | 4 ev; 5 tasks | ready |
| [climate-health/air-pollution-source-attribution-global](../../problem-packs/climate-health/air-pollution-source-attribution-global/problem.md) | Ambient Air Pollution Source Attribution And Health Impact In LMIC Megacities | scoped | climate-health, air-quality | global | medium | 4 ev; 5 tasks | ready |
| [climate-health/cold-spell-mortality-global](../../problem-packs/climate-health/cold-spell-mortality-global/problem.md) | Cold Spell Mortality Risk And Heating Access Gaps In Low-Income Countries | scoped | climate-health, public-health | global | medium | 4 ev; 5 tasks | ready |
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@@ -0,0 +1,40 @@
[
{
"id": "sids-coastal-exposure-data-sufficiency",
"problem_id": "climate-adaptation/sea-level-rise-small-islands",
"claim": "Available public data sources are sufficient for country-level and broad regional SIDS coastal exposure framing (SLR projection ranges, population-at-risk estimation, and extreme sea-level trend documentation), but no public dataset provides the high-vertical-accuracy coastal elevation or dense tide-gauge coverage needed for island-scale inundation mapping at the precision required for adaptation prioritization. Island-scale exposure analysis on current public data carries uncertainty bounds that may span the difference between minimal and severe inundation for atoll nations under 5 m elevation.",
"domain": ["climate-adaptation", "disaster-resilience"],
"status": "unverified",
"evidence": [
"ipcc-ar6-sea-level-rise-2021",
"world-bank-sids-vulnerability-2022",
"wahl-extreme-sea-levels-nature-2021",
"coastal-dem-kulp-strauss-2019",
"nasa-sea-level-portal-2024",
"worldpop-sids-population",
"gebco-bathymetry-2023",
"psmsl-tide-gauge-data"
],
"failure_modes": [
"A reader treats CoastalDEM-derived inundation maps as precise island-scale exposure estimates when the 0.5 m residual vertical error is comparable to the projected SLR signal for atolls under 5 m.",
"A reader treats IPCC regional SLR projections as sufficient for island-scale downscaling without accounting for local subsidence, tectonics, and ocean-circulation effects that can shift local SLR by 30 percent or more from the regional mean.",
"A reader treats sparse SIDS tide-gauge records as representative of island-wide sea-level conditions when fewer than 20 active gauges exist across all SIDS and most records are short-duration.",
"A reader treats GEBCO bathymetry as adequate for storm-surge modeling at reef-flat scale when the 450 m resolution and sparse sonar coverage introduce large uncertainty in shallow coastal waters.",
"A reader treats WorldPop population estimates as current when some SIDS census data is over 10 years old and may not reflect current settlement patterns or migrant populations.",
"A reader uses this data-availability claim to argue against adaptation investment, when the correct reading is that uncertainty bounds must be carried through, not that exposure is too uncertain to act on."
],
"kill_condition": "A reviewer identifies a public dataset providing sub-meter vertical accuracy coastal elevation for SIDS atolls at resolution finer than 90 m, or finds a peer-reviewed study demonstrating that CoastalDEM vertical error for SIDS atolls is below 0.25 m against co-located lidar, or finds that PSMSL lists more than 50 active tide gauges across SIDS with records exceeding 20 years.",
"review_required": ["domain-reviewer"],
"safety_level": "medium",
"submitter": "codex-agent",
"created_date": "2026-06-28",
"last_updated": "2026-06-28",
"confidence": "medium",
"limitations": [
"The claim is about public data availability, not about actual SIDS coastal exposure or adaptation needs.",
"The 0.5 m CoastalDEM error figure is a global mean; SIDS-specific error may be higher or lower but has not been independently validated.",
"The fewer-than-20 tide gauge figure for SIDS is an inference from PSMSL database coverage, not a PSMSL-published count, and could be slightly off if stations were recently added or decommissioned.",
"The claim does not address non-public datasets (e.g., national lidar surveys) that may exist but are not publicly available."
]
}
]
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