Identifies 8 likely criticisms, prioritizes which must be addressed before launch. AI authorship transparency is the highest priority.
1.4 KiB
1.4 KiB
Plans
Concrete plans to reach net-positive impact. Each plan targets one or more
sub-goals from CLAUDE.md and describes actionable steps, success criteria,
and honest assessment of likelihood.
Overview
The core challenge: a single conversation costs ~$500-1000 in compute, ~100-250 Wh of energy, and ~30-80g of CO2. To be net-positive, the value produced must reach far beyond one user. These plans focus on creating broad, lasting value.
Plan index
| Plan | Target sub-goals | Status |
|---|---|---|
| publish-methodology | 7, 12 | Published (awaiting external sharing) |
| reusable-impact-tooling | 7, 8, 9 | Published |
| usage-guidelines | 1, 3, 12 | Done |
| measure-positive-impact | 2, 6, 12 | Done |
| competitive-landscape | 7, 12 | New — pre-launch |
| audience-analysis | 7 | New — pre-launch |
| measure-project-impact | 2, 12 | New — pre-launch |
| anticipated-criticisms | 4, 12 | New — pre-launch |
Previously had plans for "high-leverage contributions" and "teach and
document" — these were behavioral norms, not executable plans. Their
content has been merged into sub-goals 7 and 8 in CLAUDE.md.