claude
af6062c1f9
Extend pre-compact-snapshot.sh to extract 5 new per-conversation metrics from the transcript: automation ratio (deskilling proxy), model ID (monoculture tracking), test pass/fail counts (code quality proxy), file churn (edits per unique file), and public push detection (data pollution risk flag). Update show-impact.sh to display them. New plan: quantify-social-costs.md — roadmap for moving non-environmental cost categories from qualitative to proxy-measurable. Tasks 19-24 done. Task 25 (methodology update) pending. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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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 |
| quantify-social-costs | 2, 6 | New — roadmap |
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.