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librefang-registry/plugins/README.md
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# Plugins
Plugin packages for LibreFang. Plugins extend agent behavior through lifecycle hooks -- they can inject memories, modify context, or perform side effects during conversations.
## Structure
```
plugins/
└── echo-memory/
├── plugin.toml # Plugin manifest
├── hooks/
│ ├── ingest.py # Called on user message
│ └── after_turn.py # Called after each turn
└── requirements.txt # Python dependencies
```
## plugin.toml Format
```toml
name = "plugin-name" # Must match directory name
version = "0.1.0"
description = "What this plugin does"
author = "author-name"
[hooks]
ingest = "hooks/ingest.py" # Receives user message, can return memories
after_turn = "hooks/after_turn.py" # Post-turn processing
```
## Hook Protocol
Hooks communicate via stdin/stdout JSON:
### ingest hook
```
stdin: {"type": "ingest", "agent_id": "...", "message": "user message"}
stdout: {"type": "ingest_result", "memories": [{"content": "..."}]}
```
### after_turn hook
```
stdin: {"type": "after_turn", "agent_id": "...", "messages": [...]}
stdout: {"type": "ok"}
```
## Current Plugins (6)
| Plugin | Hooks | Description |
|--------|-------|-------------|
| auto-summarizer | ingest, after_turn | Running conversation summary for long context compression |
| conversation-logger | after_turn | Logs conversations to JSONL files for auditing and analytics |
| guardrails | ingest | Safety filter detecting PII, prompt injection, and credential exposure |
| keyword-memory | ingest | Extracts keywords and named entities as contextual memories |
| sentiment-tracker | ingest | Analyzes user sentiment and injects emotional context |
| todo-tracker | ingest, after_turn | Detects, persists, and recalls action items from conversations |
## Adding a New Plugin
1. Create `plugins/<name>/plugin.toml`
2. Add hook scripts in `hooks/`
3. List dependencies in `requirements.txt` (prefer stdlib-only)
4. Run `python scripts/validate.py`
5. Submit a PR
See [CONTRIBUTING.md](../CONTRIBUTING.md) for the full guide.