ixoblakp
8dec8f6038
11 plugins from github.com/librefang/librefang-registry plugins/. index.json / index.json.sig are signed with Arka's Ed25519 key (not upstream stats.librefang.ai). Private key is not in this repo.
30 lines
1.3 KiB
Markdown
30 lines
1.3 KiB
Markdown
# user-profile
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Persistent user profiling from conversation patterns. Builds a profile of user expertise areas, communication style, and technical level, then injects it as context so agents can personalize responses.
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## How it works
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**After each turn**, the plugin analyzes user messages to update the profile:
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- **Expertise areas** -- extracts technical keywords and tracks frequency (top 20 retained)
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- **Communication style** -- running average of message lengths (brief / moderate / detailed)
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- **Technical level** -- scored from signals like code blocks, version numbers, tech abbreviations, and question patterns (beginner / intermediate / advanced)
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- **Question ratio** -- fraction of user messages containing questions
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**On ingest**, once the profile has at least 5 interactions, the plugin returns a compact profile summary as a memory fragment: `expertise=python,devops; style=detailed; level=advanced`.
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## Hooks
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| Hook | Script | Description |
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|------|--------|-------------|
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| ingest | `hooks/ingest.py` | Returns the profile summary as a memory fragment (after 5+ interactions) |
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| after_turn | `hooks/after_turn.py` | Analyzes user messages to update the profile |
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## Storage
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Profiles are stored at `~/.librefang/plugins/user-profile/{agent_id}.json`.
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## Usage
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Installed automatically when enabled in agent configuration.
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