PolicyEngine/microcosm-dynamics

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Design and validation program for populace's Dynamics layer — an open, scored longitudinal extension of PolicyEngine's microdata stack. First validation domain: U.S. Social Security.

Stars: 1
Forks: 1
Open beginner issues: 0
Indexed issues: 18
Avg merge: 1h 46m
Merged PRs (30d): 28

Dominant language: Python
License: MIT
Last GitHub push: Sep 19, 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

Open All

18 open issues indexed

Node graph implications for dynamics: registry, certification scopes, panel keying, and two interface amendments Open

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

PolicyEngine/microcosm-dynamics#412 · 2 comments · Opened Sep 2, 2026
Law-gap sweep at revision 21: 9 CONFIRMED seams for the A20 draft to cure Open

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

PolicyEngine/microcosm-dynamics#403 · Opened Aug 17, 2026
Employer–firm: where we are Open

PolicyEngine/microcosm-dynamics#392 · 2 assignees · Opened Aug 12, 2026
Repo hygiene: 12 open items are superseded, stale, or obsolete Open

Difficulty 4/5 3-5 days Newbie friendliness 28/100

PolicyEngine/microcosm-dynamics#387 · Opened Aug 11, 2026
Package rename populace_dynamics → microcosm_dynamics requires a design-binding repin ceremony Open

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

PolicyEngine/microcosm-dynamics#373 · Opened Aug 7, 2026
Generation-level incidence view: aggregate lifetime net change by birth cohort Open

Difficulty 5/5 Over a week Newbie friendliness 28/100

PolicyEngine/microcosm-dynamics#367 · Opened Aug 4, 2026
Registration 5: the anchor context report (forecast ledger entry 10) Open

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

PolicyEngine/microcosm-dynamics#328 · 2 comments · Opened Jul 28, 2026
Registration 7: the first estimates report (forecast ledger entry 8) Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

PolicyEngine/microcosm-dynamics#307 · 2 comments · Opened Jul 26, 2026
Synthetic-firm layer scoping: phase-2 certification path and the E12 re-scope question Open

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

PolicyEngine/microcosm-dynamics#282 · 3 comments · Opened Jul 23, 2026
Employer–firm relationships: US-first plan, evaluation gates, and two-workstream split Open

PolicyEngine/microcosm-dynamics#192 · 16 comments · 2 assignees · Opened Jul 14, 2026
W1 transport gate: design Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

PolicyEngine/microcosm-dynamics#151 · 2 comments · Opened Jul 12, 2026
Roadmap: from incidence replication to a DYNASIM-class projection on one unified person-period panel Open

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

PolicyEngine/microcosm-dynamics#113 · 4 comments · Opened Jul 10, 2026
External architecture review (Codex gpt-5.6-sol): 10 findings + pre-CPS refactor plan Open

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

PolicyEngine/microcosm-dynamics#106 · 1 comment · Opened Jul 9, 2026
Integration design: dynamics → Populace panel → full tax-benefit incidence Open

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

PolicyEngine/microcosm-dynamics#100 · Opened Jul 8, 2026
Replication anchors: DYNASIM-scored reforms and the minimum model surface for each Open

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

PolicyEngine/microcosm-dynamics#74 · 11 comments · Opened Jul 7, 2026
Reserve trajectory state for balance-sheet primitives; death-basis rules on the exit transition Open

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

PolicyEngine/microcosm-dynamics#45 · Opened Jul 5, 2026
Candidate 2 design: latent-permanent conditioned chained QRF (research memo) Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

PolicyEngine/microcosm-dynamics#42 · 144 comments · Opened Jul 5, 2026
Post-lock hygiene from the round-3 referee's non-blocking notes Open

Difficulty 4/5 3-5 days Newbie friendliness 66/100

PolicyEngine/microcosm-dynamics#37 · Opened Jul 5, 2026

PolicyEngine/microcosm-dynamics

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