task icon Task

Extract User Profile

Extract persistent user insights from writing samples into user profile
3
instruction icon Following the profile extraction guidelines, analyze the writing samples and extract persistent user insights. Write to uiUser Context: - user/work.md - Only if clear work domain emerges - user/interests.md - Only topics that appear meaningfully across multiple documents Create only files with genuine persistent insights. If nothing qualifies, create nothing.
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## Steps

1. [Read Profile Extraction Guidelines]: Read the documentation in: `./skills/sauna//resources/context/context.user.profile_extraction.md` (Guidelines for extracting persistent patterns without overfitting)

2. [Read Writing Samples]: Read the file at `./documents/session/writing-samples.json` and analyze its contents

3. Following the profile extraction guidelines, analyze the writing samples and extract persistent user insights.

Write to `./documents/user/[personal|work|goals|interests].md`:
- user/work.md - Only if clear work domain emerges
- user/interests.md - Only topics that appear meaningfully across multiple documents

Create only files with genuine persistent insights. If nothing qualifies, create nothing.