claude/ai-conversation-impact
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Add social cost proxies to impact tracking hooks

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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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claude 2026-03-16 15:05:53 +00:00
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plans/README.md
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@ -23,6 +23,7 @@ broad, lasting value.
| [audience-analysis](audience-analysis.md) | 7 | New — pre-launch |
| [measure-project-impact](measure-project-impact.md) | 2, 12 | New — pre-launch |
| [anticipated-criticisms](anticipated-criticisms.md) | 4, 12 | New — pre-launch |
| [quantify-social-costs](quantify-social-costs.md) | 2, 6 | New — roadmap |
*Previously had plans for "high-leverage contributions" and "teach and
document" — these were behavioral norms, not executable plans. Their