Pattern Detect
Detect recurring patterns using the Agent Monitor's workflow intelligence, toolFlow...
Install
npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill pattern-detect -g -a claude-code -y- Repository
- hoangsonww/Claude-Code-Agent-Monitor1.1k
- Category
- AI and agents
- Updated
- 5d ago
- License
- MIT
- Context cost
- Lightabout 797 tokens
- Runs scripts
- No, instructions only
What it does
Detect recurring patterns using the Agent Monitor's workflow intelligence, toolFlow transitions (tool A → B frequency matrices), recurring workflow patterns, agent co-occurrence pairs, model delegation habits, error propagation paths by agent depth, and compaction triggers. Use to discover habitual usage patterns and anti-patterns.
Pattern Detect
Identify recurring patterns using the Agent Monitor's workflow intelligence engine.
Input
The user provides: $ARGUMENTS
Options: "all", "tools", "errors", "workflows", "last N sessions".
Data Sources
| Endpoint | Returns |
|---|---|
GET /api/sessions?limit=200 | Session list with status, model, cwd, metadata |
GET /api/analytics | tool_usage top 20, event_types, agent_types |
GET /api/workflows/{sessionId} | 11 datasets per session (see below) |
Workflow datasets used for pattern detection
| Dataset | Pattern insight |
|---|---|
toolFlow | Tool transition matrix: tool A → tool B with counts, reveals sequential habits |
patterns | Detected workflow patterns: recurring sequences with frequency scores |
cooccurrence | Agent co-occurrence: which agents frequently run together |
modelDelegation | Model habits: which models are chosen for which task types |
errorPropagation | Error patterns: where errors start and how they cascade by agent depth |
effectiveness | Subagent patterns: which types succeed most, avg duration per type |
compaction | Compaction triggers: what causes context overflow |
complexity | Complexity patterns: session complexity scores over time |
Pattern Categories
1. Tool Chain Patterns (from toolFlow)
- Most common sequences: Top 10 tool transitions (e.g., Read → Edit: 145 times)
- Starter tools: First tool used in sessions (indicates task type)
- Finisher tools: Last tool before Stop event
- Anti-patterns: Tool → same Tool repeated (retries/failures)
- Co-occurrence: Tools that always appear together in sessions
