lizTheDeveloper

Handoff Cynthia Hindcast Demographic Cdr — Development agent for Claude Code

Development community

HANDOFF: Regional Death Rate Curves for Hindcast Tuning.

How to install Handoff Cynthia Hindcast Demographic Cdr

Installs to ~/.claude/agents/lizthedeveloper-ai_game_theory_simulation-handoff_cynthia_hindcast_demographic_cdr.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/lizTheDeveloper/ai_game_theory_simulation/HEAD/.claude/agents/HANDOFF_cynthia_hindcast_demographic_cdr.md -o ~/.claude/agents/lizthedeveloper-ai_game_theory_simulation-handoff_cynthia_hindcast_demographic_cdr.md

Restart Claude Code, or start a new session, for it to be picked up.

What Handoff Cynthia Hindcast Demographic Cdr does

HANDOFF: Regional Death Rate Curves for Hindcast Tuning

**FROM:** orchestrator-1 **TO:** super-alignment-researcher (Cynthia) **DATE:** 2025-12-12 10:00 UTC **PRIORITY:** MEDIUM (hindcast validation fix)

Context

Implementing hindcast demographic transition tuning to fix 6-10% population overshoot in 2010-2020 validation. Current model produces ~500M too many people by 2020.

**OpenSpec Proposal:** `openspec/changes/hindcast-demographic-tuning/`

**Root Cause Analysis:**

Regional birth

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