PolicyEngine/policyengine-uk-chat

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UK tax and benefit policy chat assistant powered by PolicyEngine. Docs: https://policyengine.github.io/policyengine-uk-chat/

Stars: 1
Forks: 1
Open beginner issues: 0
Indexed issues: 23
Avg merge: 16h 46m
Merged PRs (30d): 2

Dominant language: Python
License: No license data
Last GitHub push: Sep 2, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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23 open issues indexed

Plan UK Chat beta launch readiness scope Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

PolicyEngine/policyengine-uk-chat#250 · 4 comments · Opened Aug 18, 2026
Architecture map: UK Chat pipeline, methodology, and implementation implications Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

PolicyEngine/policyengine-uk-chat#226 · 1 comment · Opened Jul 29, 2026
Enable axes Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

PolicyEngine/policyengine-uk-chat#213 · 1 comment · Opened Jul 23, 2026
Improve charts Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

PolicyEngine/policyengine-uk-chat#211 · 1 comment · Opened Jul 23, 2026
Simulation result values expire, forcing re-run Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

PolicyEngine/policyengine-uk-chat#210 · 1 comment · Opened Jul 23, 2026
Allow users who create accounts after creating a chat to save their chats automatically to that account Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

PolicyEngine/policyengine-uk-chat#209 · 1 comment · Opened Jul 23, 2026
Exception-terminated chat turns are never billed Open

Difficulty 4/5 3-5 days Newbie friendliness 58/100

PolicyEngine/policyengine-uk-chat#176 · 1 comment · Opened Jul 3, 2026
Adopt backend dependency locking (unpinned deps caused the OPTIONS 500 outage, #167) Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

PolicyEngine/policyengine-uk-chat#168 · 2 comments · Opened Jul 2, 2026
Add variable lookup tool after compiled variable metadata exists Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

PolicyEngine/policyengine-uk-chat#140 · 1 comment · Opened Jun 25, 2026
Rate limits are not security controls Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

PolicyEngine/policyengine-uk-chat#135 · 1 comment · Opened Jun 24, 2026
Unauthenticated Anthropic spend path Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

PolicyEngine/policyengine-uk-chat#134 · 1 comment · Opened Jun 24, 2026
Supabase service role bypasses RLS Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

PolicyEngine/policyengine-uk-chat#133 · 1 comment · Opened Jun 24, 2026
Billing endpoints trust arbitrary user_id Open

Difficulty 4/5 3-5 days Newbie friendliness 58/100

PolicyEngine/policyengine-uk-chat#132 · 1 comment · Opened Jun 24, 2026
Conversation IDOR Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

PolicyEngine/policyengine-uk-chat#131 · 1 comment · Opened Jun 24, 2026
Unauthenticated conversation reads Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

PolicyEngine/policyengine-uk-chat#130 · 1 comment · Opened Jun 24, 2026
Frontend does not send JWTs to the backend Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

PolicyEngine/policyengine-uk-chat#129 · 1 comment · Opened Jun 24, 2026
Security: enforce backend Supabase JWT authentication Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

PolicyEngine/policyengine-uk-chat#128 · 1 comment · Opened Jun 24, 2026
Decide OTLP collector/export destination for UK Chat observability Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

PolicyEngine/policyengine-uk-chat#125 · 1 comment · Opened Jun 24, 2026
Model incorrectly indicates that it runs labor supply impacts Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

PolicyEngine/policyengine-uk-chat#122 · 1 comment · Opened Jun 23, 2026
Add table exports Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

PolicyEngine/policyengine-uk-chat#121 · 1 comment · Opened Jun 23, 2026
Conversation memory layer: persist households/scenarios across turns Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

PolicyEngine/policyengine-uk-chat#86 · 1 comment · Opened May 29, 2026
Add reform-API eval cases to catch silent regressions like the 1pp basic-rate failure Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

PolicyEngine/policyengine-uk-chat#82 · 1 comment · Opened May 28, 2026
OAuth (Google) + magic-link sign-in + password reset Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

PolicyEngine/policyengine-uk-chat#45 · 1 comment · Opened May 6, 2026

PolicyEngine/policyengine-uk-chat

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