Windfall Elimination Provision Awareness Project: improving the experience of retirees around an obscure Social Security rule affecting 8+ states (previously https://ssacalculator.org); WEP successfully repealed by Congress early 2025.
LLSDA is a public benefit project that helps lightning engineers and lightning scientists analyze lightning distribution. 一款跨平台的闪电定位（LLS）数据分析工具软件基础类库，用于对LLS数据进行时空特征分析，帮助雷电相关分析人员(科研人员、学生)提高开发效率、避免重复造轮子。
Javascript wrapper version and API for Official Social Security Benefit Calculator, AnyPIA, used by Windfall Elimination Awareness app (prev: ssacalculator dot org
Civic tech platform helping Massachusetts residents discover public benefits they may qualify for. Built at UMass Boston with feedback from Massachusetts EOTSS.
AI agent workspace for public benefits navigation, crisis escalation, document checklists, and auditable social-worker handoffs.
A mountable Rails engine for Japanese public-benefit eligibility (給付金・補助金・助成金・手当・控除). Verdicts (該当／非該当／要確認) are RULE-DERIVED and identical with or without an LLM — retrieval supplies the 要綱 excerpt as evidence, never as input to the verdict.
California benefits screening and safe browser-agent application demos from one reusable intake.
Multi-agent AI system for public service claims that intentionally demonstrates unsafe approval actions triggered without verification, highlighting the need for runtime control (Sentra).
Turn confusing SNAP letters into plain-language explanations and safe, source-backed next steps.
The Medicare Prescription Payment Plan changes when you pay, never what you owe — and how much it helps is decided by the calendar, not by your need.
Mirza — independent third-party profile of a public API surface, by API Evangelist. Mirza is a public benefits infrastructure platform that helps government agencies, health plans and MCOs, health systems, and employers enroll people in social safety-net programs (Medicaid, SNAP, WIC, childcare subsidies, and more) and keep them covered as eligibil
GetCalFresh — independent third-party profile of a public API surface, by API Evangelist. GetCalFresh is a service delivered by Code for America on behalf of the people of California, providing plain-language guidance to help Californians understand and navigate CalFresh (SNAP) food benefits.
Governed public-benefits (SNAP/Medicaid/TANF) eligibility agent on Amazon Bedrock AgentCore: authoritative 2026 HHS poverty-guideline rules engine, fail-closed PII masking, Cedar deny-by-default authz, WORM audit, human sign-off gate, and step-two redetermine/overpayment/refer_fraud. 28/28 live in ENFORCE.
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