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.
3.3 KiB
Plan: Publish the impact methodology
Target sub-goals: 7 (multiply impact through reach), 12 (honest arithmetic)
Problem
The impact methodology in impact-methodology.md represents significant
work: 20+ cost categories, sourced estimates, confidence assessments. But
it currently sits in a local directory benefiting no one else. Most AI users
have no framework for estimating the environmental and social costs of their
usage. Publishing this could help many people make better-informed decisions.
Completed prerequisites
- Clean up methodology for external readers (task 1)
- Add CC0 license (task 2)
- Package reusable toolkit (tasks 3, 4)
Infrastructure: Forgejo on Scaleway VPS (51.15.46.65, Debian Trixie)
1. Install Forgejo via apt
curl https://code.forgejo.org/api/packages/apt/debian/repository.key \
-o /etc/apt/keyrings/forgejo-apt.asc
echo "deb [signed-by=/etc/apt/keyrings/forgejo-apt.asc] \
https://code.forgejo.org/api/packages/apt/debian lts main" \
> /etc/apt/sources.list.d/forgejo.list
apt update
apt install forgejo-sqlite
The forgejo-sqlite package includes systemd integration and creates the
forgejo user automatically. No manual binary download needed.
2. Configure Forgejo
Edit /etc/forgejo/app.ini (created by the package):
[server]
DOMAIN = YOUR_DOMAIN
ROOT_URL = https://YOUR_DOMAIN/
HTTP_PORT = 3000
[repository]
DEFAULT_BRANCH = main
[service]
DISABLE_REGISTRATION = true
Then start the service:
systemctl enable --now forgejo
3. Set up nginx reverse proxy with HTTPS
Requires a domain pointing at 51.15.46.65.
apt install nginx certbot python3-certbot-nginx
Configure nginx to proxy port 3000, then obtain a Let's Encrypt cert:
certbot --nginx -d YOUR_DOMAIN
4. Create account and repository
- Temporarily set
DISABLE_REGISTRATION = false, restart Forgejo - Create admin account via web UI at
https://YOUR_DOMAIN - Re-enable
DISABLE_REGISTRATION = true, restart Forgejo - Create a new repository via web UI
5. Push the code
cd ~/claude-dir
git init
git add README.md LICENSE CLAUDE.md impact-methodology.md \
impact-toolkit/ plans/ tasks/ scan-secrets.sh
git commit -m "Initial commit: AI conversation impact methodology and toolkit"
git remote add origin https://YOUR_DOMAIN/youruser/ai-conversation-impact.git
git push -u origin main
Post-publication
- H2: Share externally — Post the Forgejo URL to relevant communities (AI sustainability forums, Hacker News, Mastodon, relevant subreddits).
- H3: Solicit feedback — Forgejo has a built-in issue tracker. Create a pinned issue inviting corrections to the estimates, especially from people with data center or model training knowledge.
Success criteria
- The repository is publicly accessible via HTTPS.
- The issue tracker is open for feedback.
- At least one person outside this project has read and engaged with it.
Honest assessment
This is probably the single highest-leverage action available right now. The methodology already exists; the marginal cost of publishing is low. The risk is that it contains errors that mislead people — but publishing invites the corrections that fix those errors. Estimated probability of net-positive impact if published: high.