xiaohongshu
xiaohongshu
cass-search
Search past AI sessions with CASS. Use when looking for past solutions, searching session history, finding how something was done before, or when the user mentions "cass", "history", or "past sessions".
Full skill instructions
Search and retrieve content from past AI coding sessions.
| Signal | Action |
|---|---|
| "How did we do this before?" | cass search |
| "Find past solutions" | cass search |
| Looking for patterns | cass search |
| View specific session | cass view |
| Today's activity | cass timeline |
Always use --robot or --json. Never run bare cass.
Bare cass launches a TUI that will hang AI agents.
# Basic search
cass search "query" --robot --limit 5
# Lean output (path, line, agent)
cass search "query" --robot --fields minimal
# With summary (title, score)
cass search "query" --robot --fields summary
# Token budget
cass search "query" --robot --max-tokens 2000
# Wildcard prefix
cass search "auth*" --robot
# Workspace-specific
cass search "query" --workspace "/path/to/project" --robot
# View full session
cass view /path/to/session.jsonl --json
# Expand specific line with context
cass expand /path -n 42 -C 3 --json
# Today's sessions
cass timeline --today --json
# Last week
cass timeline --since 7d --json
# Recent activity
cass timeline --days 7 --json --limit 10
cass export /path/session.jsonl --format markdown
cass export /path/session.jsonl --format json
# If search returns nothing
cass index --full
# Health check
cass health
--robot-format jsonl # Streaming line-delimited JSON
--robot-format compact # Minimal output
| Query Type | Example |
|---|---|
| Exact phrase | "error handling" |
| Wildcard | auth* |
| Multiple terms | database migration |
| Recent | Add --since 7d |
cass search "query" --robot --limit 5 # Basic search
cass search "query" --robot --fields minimal # Lean output
cass view /path.jsonl --json # View session
cass expand /path -n 42 -C 3 --json # Expand with context
cass timeline --today --json # Today's activity
cass index --full # Rebuild index
| Need | Use |
|---|---|
| Past session content | CASS |
| Learned patterns/rules | cass-memory (cm) |
| Current codebase | Warp-Grep or Grep |
| Web documentation | Exa |
| Task graph | bv |
cass-memory/ — Cross-agent learning with cmproject-memory/ — Session context retrievalxiaohongshu
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