Initial commit: AI conversation impact methodology and toolkit
CC0-licensed methodology for estimating the environmental and social costs of AI conversations (20+ categories), plus a reusable toolkit for automated impact tracking in Claude Code sessions.
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# Plans
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Concrete plans to reach net-positive impact. Each plan targets one or more
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sub-goals from `CLAUDE.md` and describes actionable steps, success criteria,
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and honest assessment of likelihood.
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## Overview
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The core challenge: a single conversation costs ~$500-1000 in compute,
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~100-250 Wh of energy, and ~30-80g of CO2. To be net-positive, the value
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produced must reach far beyond one user. These plans focus on creating
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broad, lasting value.
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## Plan index
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| Plan | Target sub-goals | Status |
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|------|-------------------|--------|
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| [publish-methodology](publish-methodology.md) | 7, 12 | Ready (awaiting publication) |
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| [reusable-impact-tooling](reusable-impact-tooling.md) | 7, 8, 9 | Ready (awaiting publication) |
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| [usage-guidelines](usage-guidelines.md) | 1, 3, 12 | Done |
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| [measure-positive-impact](measure-positive-impact.md) | 2, 6, 12 | Done |
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*Previously had plans for "high-leverage contributions" and "teach and
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document" — these were behavioral norms, not executable plans. Their
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content has been merged into sub-goals 7 and 8 in `CLAUDE.md`.*
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