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# Suggestion Schema
When this skill produces review output, prefer two files:
- Markdown summary for humans
- JSON suggestions for deterministic follow-up edits
Recommended JSON shape:
```json
{
"date": "2026-03-27",
"based_on_days": 7,
"alias_suggestions": [
{
"from": "Agent",
"to": "AI Agent",
"reason": "High overlap with existing repository terminology."
}
],
"stopword_suggestions": [
{
"term": "??",
"reason": "Too generic to be useful for filtering."
}
],
"interest_keyword_suggestions": [
{
"term": "MCP",
"reason": "Repeated high-frequency term aligned with current learning focus."
}
],
"watch_terms": [
{
"term": "OpenClaw",
"reason": "Trending recently but not enough history yet."
}
]
}
```
Rules:
- Only output suggestions, never claim they are already applied.
- Avoid suggesting changes that would directly edit `filter_rules.json`.
- Prefer small, reviewable batches over large refactors.
- If evidence is weak, put the term in `watch_terms` instead of alias or stopword suggestions.