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‎AGENTS.md‎

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## Active Problem Packs
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| ID | Domain | Region |
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|----|--------|--------|
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| `air-quality/indoor-air-pollution-sub-saharan-africa` | air-quality, public-health | sub-saharan-africa |
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| `air-quality/pm25-monitoring-south-asia` | air-quality, public-health | south-asia |
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| `biodiversity/coral-bleaching-great-barrier-reef` | biodiversity, climate-health | great-barrier-reef |
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| `biodiversity/deforestation-amazon` | biodiversity, climate-health | amazon |
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| `climate-adaptation/sea-level-rise-small-islands` | climate-adaptation, disaster-resilience | small-island-developing-states |
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| `climate-health/dengue-heat-vietnam` | climate-health, public-health | vietnam |
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| `climate-health/heat-stress-urban-south-asia` | climate-health, public-health | south-asia |
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| `climate-health/malaria-early-warning-africa` | climate-health, public-health | sub-saharan-africa |
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| `disaster-resilience/cyclone-early-warning-bangladesh` | disaster-resilience, climate-health | bangladesh |
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| `disaster-resilience/earthquake-vulnerability-nepal` | disaster-resilience | nepal |
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| `education/girls-education-sub-saharan-africa` | education | sub-saharan-africa |
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| `education/learning-loss-post-pandemic` | education | global |
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| `energy-access/clean-cooking-sub-saharan-africa` | energy-access, public-health | sub-saharan-africa |
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| `energy-access/mini-grid-rural-sub-saharan-africa` | energy-access | sub-saharan-africa |
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| `food-security/drought-early-warning-horn-of-africa` | food-security, disaster-resilience | east-africa |
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| `food-security/locust-outbreak-east-africa` | food-security, climate-health | east-africa |
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| `public-health/lead-exposure-urban-global` | public-health | global |
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| `public-health/stunting-sub-saharan-africa` | public-health, food-security | sub-saharan-africa |
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| `sanitation/open-defecation-india` | sanitation, public-health | india |
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| `water-security/glacial-melt-hindu-kush` | water-security, climate-adaptation | hindu-kush-himalaya |
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| `water-security/groundwater-depletion-india` | water-security, food-security | india |
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| ID | Domain | Region |
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| ------------------------------------------------------ | --------------------------------------- | ------------------------------ |
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| `air-quality/indoor-air-pollution-sub-saharan-africa` | air-quality, public-health | sub-saharan-africa |
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| `air-quality/pm25-monitoring-south-asia` | air-quality, public-health | south-asia |
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| `biodiversity/coral-bleaching-great-barrier-reef` | biodiversity, climate-health | great-barrier-reef |
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| `biodiversity/deforestation-amazon` | biodiversity, climate-health | amazon |
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| `climate-adaptation/sea-level-rise-small-islands` | climate-adaptation, disaster-resilience | small-island-developing-states |
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| `climate-health/dengue-heat-vietnam` | climate-health, public-health | vietnam |
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| `climate-health/heat-stress-urban-south-asia` | climate-health, public-health | south-asia |
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| `climate-health/malaria-early-warning-africa` | climate-health, public-health | sub-saharan-africa |
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| `disaster-resilience/cyclone-early-warning-bangladesh` | disaster-resilience, climate-health | bangladesh |
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| `disaster-resilience/earthquake-vulnerability-nepal` | disaster-resilience | nepal |
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| `education/girls-education-sub-saharan-africa` | education | sub-saharan-africa |
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| `education/learning-loss-post-pandemic` | education | global |
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| `energy-access/clean-cooking-sub-saharan-africa` | energy-access, public-health | sub-saharan-africa |
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| `energy-access/mini-grid-rural-sub-saharan-africa` | energy-access | sub-saharan-africa |
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| `food-security/drought-early-warning-horn-of-africa` | food-security, disaster-resilience | east-africa |
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| `food-security/locust-outbreak-east-africa` | food-security, climate-health | east-africa |
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| `public-health/lead-exposure-urban-global` | public-health | global |
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| `public-health/stunting-sub-saharan-africa` | public-health, food-security | sub-saharan-africa |
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| `sanitation/open-defecation-india` | sanitation, public-health | india |
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| `water-security/glacial-melt-hindu-kush` | water-security, climate-adaptation | hindu-kush-himalaya |
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| `water-security/groundwater-depletion-india` | water-security, food-security | india |
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## Agent Working Rules
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‎QUICKSTART.md‎

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Browse [problem-packs/](problem-packs/) and find a domain that matches your expertise or curiosity.
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**If you are an epidemiologist or public-health researcher:**
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- [climate-health/malaria-early-warning-africa](problem-packs/climate-health/malaria-early-warning-africa/) — sub-national malaria-climate signals
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- [climate-health/dengue-heat-vietnam](problem-packs/climate-health/dengue-heat-vietnam/) — dengue risk in Viet Nam
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- [climate-health/heat-stress-urban-south-asia](problem-packs/climate-health/heat-stress-urban-south-asia/) — heat stress mortality risk
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- [public-health/stunting-sub-saharan-africa](problem-packs/public-health/stunting-sub-saharan-africa/) — child stunting hotspots
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**If you work in climate, remote sensing, or earth observation:**
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- [biodiversity/coral-bleaching-great-barrier-reef](problem-packs/biodiversity/coral-bleaching-great-barrier-reef/) — satellite bleaching detection
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- [biodiversity/deforestation-amazon](problem-packs/biodiversity/deforestation-amazon/) — deforestation and species loss
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- [water-security/glacial-melt-hindu-kush](problem-packs/water-security/glacial-melt-hindu-kush/) — glacial melt and water security
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- [climate-adaptation/sea-level-rise-small-islands](problem-packs/climate-adaptation/sea-level-rise-small-islands/) — sea-level rise exposure
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**If you work in food security, agriculture, or logistics:**
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- [food-security/locust-outbreak-east-africa](problem-packs/food-security/locust-outbreak-east-africa/) — locust early warning
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- [food-security/drought-early-warning-horn-of-africa](problem-packs/food-security/drought-early-warning-horn-of-africa/) — drought and food insecurity
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- [water-security/groundwater-depletion-india](problem-packs/water-security/groundwater-depletion-india/) — groundwater depletion
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**If you work in energy access or development economics:**
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- [energy-access/mini-grid-rural-sub-saharan-africa](problem-packs/energy-access/mini-grid-rural-sub-saharan-africa/) — mini-grid viability
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- [energy-access/clean-cooking-sub-saharan-africa](problem-packs/energy-access/clean-cooking-sub-saharan-africa/) — clean cooking adoption
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- [education/learning-loss-post-pandemic](problem-packs/education/learning-loss-post-pandemic/) — post-pandemic learning loss
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## Step 2: Read the Pack
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In your chosen problem pack, read:
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- `problem.md` — the problem statement, known facts, uncertain areas, scope, done condition
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- `task-map.md` — the work sequence and merge discipline
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- `tasks.json` — the specific tasks with outcomes, inputs, and done conditions
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Pick the agent role guide that matches your task:
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| If your task involves... | Use this role |
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|--------------------------|---------------|
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| Finding and classifying sources | [Literature Scout](agents/literature-scout.md) |
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| Cleaning datasets and documenting provenance | [Data Cleaner](agents/data-cleaner.md) |
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| Breaking tasks into reproducible steps | [Implementation Planner](agents/implementation-planner.md) |
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| Stress-testing claims against field context | [Field-Reality Reviewer](agents/field-reality-reviewer.md) |
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| Finding failure modes and misuse risks | [Red-Team Reviewer](agents/red-team-reviewer.md) |
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| If your task involves... | Use this role |
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| -------------------------------------------- | ---------------------------------------------------------- |
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| Finding and classifying sources | [Literature Scout](agents/literature-scout.md) |
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| Cleaning datasets and documenting provenance | [Data Cleaner](agents/data-cleaner.md) |
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| Breaking tasks into reproducible steps | [Implementation Planner](agents/implementation-planner.md) |
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| Stress-testing claims against field context | [Field-Reality Reviewer](agents/field-reality-reviewer.md) |
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| Finding failure modes and misuse risks | [Red-Team Reviewer](agents/red-team-reviewer.md) |
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Read the role guide. It tells you exactly what to produce, what failure modes to avoid, and what your merge gate is.
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For your first contribution, use the **Agent Submission** template even if you are a human — it has the right fields.
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Fill in:
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- **Task ID**: the exact `id` field from `tasks.json`
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- **Claim**: one specific, falsifiable statement
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- **Evidence**: source title, URL, date, access date
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If your submission changes canonical files (`evidence.json`, `task-map.md`, `datasets.md`, `outputs.md`), open a pull request.
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Run before opening:
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```bash
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pnpm build && pnpm validate
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```

‎README.md‎

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## Repository Map
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| Path | Purpose |
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|------|---------|
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| [QUICKSTART.md](QUICKSTART.md) | Contribute in 30 minutes — step-by-step for humans and agents |
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| [problem-packs/](problem-packs/) | 21 problem packs with evidence, tasks, datasets, and validation |
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| [agents/](agents/) | Role guides for structured agent contributions |
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| [schemas/](schemas/) | JSON schemas for machine-checkable artifacts |
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| [docs/wiki/](docs/wiki/) | Generated Wiki source — do not edit directly |
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| [scripts/](scripts/) | Validation, Wiki generation, reproducibility checks |
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| [.github/ISSUE_TEMPLATE/](.github/ISSUE_TEMPLATE/) | Five structured issue forms |
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| [.github/workflows/](.github/workflows/) | CI validation and Wiki publishing |
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| [VISION.md](VISION.md) | Why this exists and what winning looks like |
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| [ROADMAP.md](ROADMAP.md) | V0, V1, V2 milestones |
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| [GOVERNANCE.md](GOVERNANCE.md) | Decision rights, acceptance gates, project board |
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| [SAFETY.md](SAFETY.md) | Risk levels, prohibited shortcuts, burden of proof |
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| [CONTRIBUTING.md](CONTRIBUTING.md) | Contribution workflow for humans and agents |
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| Path | Purpose |
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| -------------------------------------------------- | --------------------------------------------------------------- |
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| [QUICKSTART.md](QUICKSTART.md) | Contribute in 30 minutes — step-by-step for humans and agents |
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| [problem-packs/](problem-packs/) | 21 problem packs with evidence, tasks, datasets, and validation |
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| [agents/](agents/) | Role guides for structured agent contributions |
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| [schemas/](schemas/) | JSON schemas for machine-checkable artifacts |
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| [docs/wiki/](docs/wiki/) | Generated Wiki source — do not edit directly |
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| [scripts/](scripts/) | Validation, Wiki generation, reproducibility checks |
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| [.github/ISSUE_TEMPLATE/](.github/ISSUE_TEMPLATE/) | Five structured issue forms |
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| [.github/workflows/](.github/workflows/) | CI validation and Wiki publishing |
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| [VISION.md](VISION.md) | Why this exists and what winning looks like |
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| [ROADMAP.md](ROADMAP.md) | V0, V1, V2 milestones |
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| [GOVERNANCE.md](GOVERNANCE.md) | Decision rights, acceptance gates, project board |
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| [SAFETY.md](SAFETY.md) | Risk levels, prohibited shortcuts, burden of proof |
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| [CONTRIBUTING.md](CONTRIBUTING.md) | Contribution workflow for humans and agents |
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