Files
Socrates/phase-0/seeds/09-carbon-coach.json
dtoro f1c4566576 Initial commit — design docs + Phase 0 validation harness
Sets up the Socrata project repo with:

docs/ — strategy and design documents
  - idea.md: full product vision
  - implementation-plan.md: Phase 0 + Phase 1 MVP plan
  - phase-0-validation.md: 2-week validation experiment strategy
  - phase-0-plan.md: concrete Phase 0 build plan
  - phase-0-results.md: Phase 0 gate outcome — GO for MVP
  - sysml-modeling.md: metamodel + SE discipline + validation rules
  - socrates.md: agent character, surfaces, modes, prompts, lifecycle
  - sync.md: bidirectional text↔diagram sync engineering
  - design-source/: HTML/CSS/JS handoff bundle from Claude Design

phase-0/ — validated harness (CLI, no UI, no DB)
  - LM Studio (local OpenAI-compatible) generation + detection + judge
  - PlantUML rendering for SysML model visualization
  - 10-seed corpus (8 working + 2 holdouts)
  - 5 corpus runs with iteration history in reports/
  - Final gate: 10/10 pass, mean 4.32/5, holdouts validated

Phase 1 MVP scope and milestones documented in implementation-plan.md.
2026-04-28 22:07:38 +02:00

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{
"id": "09-carbon-coach",
"title": "Carbon Coach",
"problem": "Climate-aware consumers want to lower their personal carbon footprint but can't tell which lifestyle changes meaningfully matter and which are theatrical (e.g., reusable straws vs. flying less). Existing carbon calculators give one-shot estimates without sustained behavior change support.",
"targetUser": "Climate-aware consumers in high-income countries, 2555, already willing to change habits but unsure where to invest effort.",
"desiredOutcome": "Sustained, measurable per-user reduction in monthly footprint over a 6-month period, driven by 23 high-impact behavior changes per user.",
"initialHypothesis": "Social comparison via leaderboards (anonymous opt-in) drives behavior change more than absolute numbers — people respond to relative status more than abstract climate goals.",
"constraints": [
"Footprint estimates must cite their methodology (no black-box numbers)",
"Anonymous social features only — no real-name sharing",
"EU compliance with the upcoming Green Claims Directive"
],
"meta": {
"isHoldout": true,
"expectedDifficulty": "medium",
"testsFor": ["behavioral", "social-mechanics", "regulatory", "sustained-engagement"]
}
}