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CASS (Cross-Agent Session Search)

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".

SKILL.md

Full skill instructions

CASS (Cross-Agent Session Search)

Search and retrieve content from past AI coding sessions.

When This Applies

SignalAction
"How did we do this before?"cass search
"Find past solutions"cass search
Looking for patternscass search
View specific sessioncass view
Today's activitycass timeline

CRITICAL RULE

Always use --robot or --json. Never run bare cass.

Bare cass launches a TUI that will hang AI agents.


Search

# 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 & Expand

# View full session
cass view /​path/​to/​session.jsonl --json

# Expand specific line with context
cass expand /​path -n 42 -C 3 --json

Timeline

# Today's sessions
cass timeline --today --json

# Last week
cass timeline --since 7d --json

# Recent activity
cass timeline --days 7 --json --limit 10

Export

cass export /​path/​session.jsonl --format markdown
cass export /​path/​session.jsonl --format json

Indexing

# If search returns nothing
cass index --full

# Health check
cass health

Output Formats

--robot-format jsonl     # Streaming line-delimited JSON
--robot-format compact   # Minimal output

Query Tips

Query TypeExample
Exact phrase"error handling"
Wildcardauth*
Multiple termsdatabase migration
RecentAdd --since 7d

Quick Reference

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

When to Use CASS vs Other Tools

NeedUse
Past session contentCASS
Learned patterns/​rulescass-memory (cm)
Current codebaseWarp-Grep or Grep
Web documentationExa
Task graphbv

See Also

  • cass-memory/ — Cross-agent learning with cm
  • project-memory/ — Session context retrieval

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