ai-conversation-impact/tasks/01-clean-methodology.md

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# Task 1: Clean up methodology for external readers
**Plan**: publish-methodology
**Status**: DONE
**Deliverable**: Revised `impact-methodology.md`
## What to do
1. Read `impact-methodology.md` fully.
2. Remove or generalize references specific to this project (e.g.,
"scan-secrets.sh", specific session IDs, "our conversation").
3. Add an introduction: what this document is, who it's for, how to use it.
4. Ensure every estimate cites a source or is explicitly marked as
an assumption.
5. Add a "limitations" section summarizing known gaps and low-confidence
areas.
6. Structure for standalone reading — someone finding this document with
no context should be able to understand and use it.
## Done when
- The document reads as a standalone resource, not a project artifact.
- A reader unfamiliar with this project could use it to estimate the
impact of their own AI usage.