feat: add prison health TB/HIV pack (49 total)

Co-authored-by: CommandCodeBot <noreply@commandcode.ai>

Author: cschanhniem

CLAUDE.md

@@ -118,7 +118,9 @@ This is the mechanism by which the protocol learns. Omit the heading if nothing
 
 - `SHOWCASE.md` — end-to-end worked example of a complete contribution
 - `QUICKSTART.md` — 30-minute guide organized by domain expertise
-- `DATASETS.md` — 40+ cross-pack open dataset registry
+- `DATASETS.md` — cross-pack open dataset registry
 - `REVIEWERS.md` — domain expertise needed per problem pack
+- `docs/AGENT-FAQ.md` — common rejection patterns and recovery
+- `docs/COMPARISON.md` — how this differs from Papers With Code, Kaggle, OpenReview, EA Forum
 - `docs/REVIEW-GUIDE.md` — step-by-step reviewer protocol
 - `GOVERNANCE.md` — decision rights, acceptance gates, status flow

docs/COMPARISON.md

@@ -4,16 +4,16 @@ This document positions Open Problem Lab against the projects an AI agent or con
 
 ## Quick Verdict
 
-| Project                    | Optimizes for                                  | What it does not do                                            |
-| -------------------------- | ---------------------------------------------- | -------------------------------------------------------------- |
-| Papers With Code           | Reproducible ML benchmarks                     | Domain review, field-reality check, safety gates               |
-| Kaggle                     | Predictive ML competitions                     | Open canonical knowledge, qualitative evidence, replication PR |
-| OpenReview                 | Peer-review of academic submissions            | Operational tasks, schemas, replication-as-CI                  |
-| Hugging Face datasets      | Hosting datasets                               | Provenance grading, exclusion rules per problem, kill conditions |
-| EA Forum / LessWrong       | Long-form argument and prioritization debate   | Schema-enforced evidence, repository-as-canonical-truth        |
-| Wikipedia / Wikidata       | Encyclopedic, community-edited reference       | Structured falsifiability, named reviewers, replication checks |
-| Random GitHub issue trackers | Project-scoped bug and feature tracking      | Shared verification protocol across unrelated problems         |
-| GitHub Discussions at orgs | Open-ended Q&A inside one org                  | Cross-domain protocol, machine-checkable artifacts, decay handling |
+| Project                      | Optimizes for                                | What it does not do                                                |
+| ---------------------------- | -------------------------------------------- | ------------------------------------------------------------------ |
+| Papers With Code             | Reproducible ML benchmarks                   | Domain review, field-reality check, safety gates                   |
+| Kaggle                       | Predictive ML competitions                   | Open canonical knowledge, qualitative evidence, replication PR     |
+| OpenReview                   | Peer-review of academic submissions          | Operational tasks, schemas, replication-as-CI                      |
+| Hugging Face datasets        | Hosting datasets                             | Provenance grading, exclusion rules per problem, kill conditions   |
+| EA Forum / LessWrong         | Long-form argument and prioritization debate | Schema-enforced evidence, repository-as-canonical-truth            |
+| Wikipedia / Wikidata         | Encyclopedic, community-edited reference     | Structured falsifiability, named reviewers, replication checks     |
+| Random GitHub issue trackers | Project-scoped bug and feature tracking      | Shared verification protocol across unrelated problems             |
+| GitHub Discussions at orgs   | Open-ended Q&A inside one org                | Cross-domain protocol, machine-checkable artifacts, decay handling |
 
 ## The Niche This Repo Fills
 

docs/wiki/Agent-Guide.md

@@ -87,6 +87,7 @@ Example: [examples/agent-submission.example.json](../../examples/agent-submissio
 - [`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
 - [`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
 - [`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
+- [`public-health/prison-health-tb-hiv-global`](../../problem-packs/public-health/prison-health-tb-hiv-global/problem.md) — Prison Health Tuberculosis And HIV Service Gaps In Low- And Middle-Income Countries
 - [`public-health/road-traffic-injury-urban-global`](../../problem-packs/public-health/road-traffic-injury-urban-global/problem.md) — Road Traffic Injury Mortality Risk And Emergency Trauma Care Access In Low- And Middle-Income Countries
 - [`public-health/sickle-cell-disease-sub-saharan-africa`](../../problem-packs/public-health/sickle-cell-disease-sub-saharan-africa/problem.md) — Sickle Cell Disease Newborn Screening And Treatment Access Gaps In Sub-Saharan Africa
 - [`public-health/snakebite-antivenom-access-global`](../../problem-packs/public-health/snakebite-antivenom-access-global/problem.md) — Snakebite Envenoming Mortality And Antivenom Access Gaps In Rural Low-Income Countries

docs/wiki/Home.md

@@ -8,15 +8,15 @@ The bottleneck in tackling global problems is no longer generating candidate ans
 
 ## Quick Numbers
 
-- **48 active problem packs** across **11 domains**
+- **49 active problem packs** across **11 domains**
 - Structured evidence base, task map, validation criteria, and dataset inventory for each
 - Five agent role guides with explicit merge gates
 - Machine-checkable JSON schemas for every artifact type
 - GitHub Actions validate every pull request
 
 ## Start Here
 
-- [Problem Packs](Problem-Packs.md) — all 48 active problems with task maps and evidence
+- [Problem Packs](Problem-Packs.md) — all 49 active problems with task maps and evidence
 - [Agent Guide](Agent-Guide.md) — how AI agents contribute structured, verifiable work
 - [Governance](../../GOVERNANCE.md) — decision rights, acceptance gates, status flow
 - [Safety](../../SAFETY.md) — risk levels, prohibited shortcuts, burden of proof

docs/wiki/Problem-Packs.md

@@ -360,6 +360,16 @@ Build a verified workflow for measuring the mental health treatment gap — the
 
 Build a verified workflow for identifying where NTD mass drug administration coverage is lowest and disease persistence is highest, linking WHO PCT data, treatment registers, and disease-mapping data at district scale.
 
+## Prison Health Tuberculosis And HIV Service Gaps In Low- And Middle-Income Countries
+
+- ID: `public-health/prison-health-tb-hiv-global`
+- Status: `scoped`
+- Domain: `public-health`
+- Region: `global`
+- Source: [problem-packs/public-health/prison-health-tb-hiv-global](../../problem-packs/public-health/prison-health-tb-hiv-global/problem.md)
+
+Build a verified workflow for measuring TB and HIV service gaps in prison populations in LMICs, linking prison-population data, TB and HIV prevalence studies in prisons, and health-service data.
+
 ## Road Traffic Injury Mortality Risk And Emergency Trauma Care Access In Low- And Middle-Income Countries
 
 - ID: `public-health/road-traffic-injury-urban-global`

problem-packs/public-health/alcohol-harm-reduction-global/datasets.md

@@ -1,7 +1,7 @@
 # Dataset Inventory
 
-| Source | Grain | Status | Use |
-| ------ | ----- | ------ | --- |
-| WHO SAFER tracking | Country | Usable | Policy implementation |
-| STEPS surveys | Sub-national | Usable | Heavy episodic drinking |
-| Population data | 100m | Usable | Denominator |
+| Source             | Grain        | Status | Use                     |
+| ------------------ | ------------ | ------ | ----------------------- |
+| WHO SAFER tracking | Country      | Usable | Policy implementation   |
+| STEPS surveys      | Sub-national | Usable | Heavy episodic drinking |
+| Population data    | 100m         | Usable | Denominator             |

problem-packs/public-health/alcohol-harm-reduction-global/evidence.json

@@ -1 +1,20 @@
-[{"id":"who-global-alcohol-report-2024","problem_id":"public-health/alcohol-harm-reduction-global","claim":"WHO reports 3 million alcohol-attributable deaths annually, 75 percent among men, with LMICs having the lowest policy implementation and fastest-growing alcohol markets.","evidence_type":"primary-source","source":{"title":"Global Status Report on Alcohol and Health 2024","url":"https://www.who.int/news-room/fact-sheets/detail/alcohol"},"source_date":"2024-06-25","access_date":"2026-06-07","method":"Reviewed report chapters on mortality, policy implementation, and regional trends.","limitations":["Policy implementation self-reported by countries.","Mortality estimates have attribution uncertainty."],"confidence":"high"}]
+[
+  {
+    "id": "who-global-alcohol-report-2024",
+    "problem_id": "public-health/alcohol-harm-reduction-global",
+    "claim": "WHO reports 3 million alcohol-attributable deaths annually, 75 percent among men, with LMICs having the lowest policy implementation and fastest-growing alcohol markets.",
+    "evidence_type": "primary-source",
+    "source": {
+      "title": "Global Status Report on Alcohol and Health 2024",
+      "url": "https://www.who.int/news-room/fact-sheets/detail/alcohol"
+    },
+    "source_date": "2024-06-25",
+    "access_date": "2026-06-07",
+    "method": "Reviewed report chapters on mortality, policy implementation, and regional trends.",
+    "limitations": [
+      "Policy implementation self-reported by countries.",
+      "Mortality estimates have attribution uncertainty."
+    ],
+    "confidence": "high"
+  }
+]

problem-packs/public-health/alcohol-harm-reduction-global/evidence.md

@@ -1,6 +1,7 @@
 # Evidence Ledger
 
 ### WHO Alcohol Report 2024
+
 3M deaths, 75% men. LMICs = lowest policy, fastest market growth.
 
 ## Evidence Quality Rule

problem-packs/public-health/alcohol-harm-reduction-global/outputs.md

@@ -4,4 +4,4 @@ None yet. Candidate types: policy-prevalence gap map, red-team review, field-rea
 
 ## Publication Rule
 
-Outputs must state they are not alcohol-policy recommendations.
+Outputs must state they are not alcohol-policy recommendations.

problem-packs/public-health/alcohol-harm-reduction-global/playbooks.md

@@ -1,3 +1,3 @@
 # Playbooks
 
-Start with `problem.json`. Add evidence before claims. Mark inferences reviewed/replicated/blocked.
+Start with `problem.json`. Add evidence before claims. Mark inferences reviewed/replicated/blocked.