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.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Identify recurring patterns using the Agent Monitor's workflow intelligence engine.
The user provides: $ARGUMENTS
Options: "all", "tools", "errors", "workflows", "last N sessions".
| 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) |
| 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 |
toolFlow)patterns)errorPropagation + event_types)cooccurrence + effectiveness)daily_sessions)Pattern Report with top 10 patterns ranked by frequency × impact:
아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.
아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.
Inspect fired CCAM alerts and manage alert rules for token thresholds, event patterns, inactivity, and status duration. Use when acknowledging alerts, creating or editing a rule, checking cooldowns, or connecting alert rules to webhook targets.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Identify anomalous sessions using Agent Monitor data — cost outliers from the pricing engine, token anomalies (cache miss spikes, compaction baseline surges), unusual event type ratios (PreToolUse/PostToolUse gaps, APIError clusters), behavioral deviations from workflow intelligence (complexity score outliers, error propagation anomalies), and sessions with abnormal metadata (extreme turn_count, high thinking_blocks, zero turn_duration).
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Produce a detailed report on APIError events from Agent Monitor data — counts over time, which sessions and models are affected, and the likely root cause (rate limits, overload/529, or context-window pressure) inferred from each event's summary and data payload. Use when API errors spike or when you need to explain why requests are failing.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Benchmark one session (or a small recent set) against the rolling average using Agent Monitor data — cost, total tokens, tool count, and workflow complexity score — and report where each metric lands as a percentile of the population. Tells you whether a session was normal, cheap, or an outlier. Use when judging whether a session was typical or out of band.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Define a spend budget for Claude Code and, optionally, create a cost alert rule that fires when usage crosses the limit, via POST /api/alerts/rules on the Agent Monitor dashboard. Reads current spend from /api/pricing/cost to size the budget sensibly and explains every rule field before writing. Use when setting a spend limit or wiring up a budget guardrail.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Analyze prompt-cache effectiveness for Claude Code usage from the Agent Monitor dashboard — cache hit rate (total_cache_read / (total_cache_read + total_input)), cache_write vs cache_read reuse, cache-read vs cache-write spend, and the sessions with the poorest reuse. Pulls token totals from /api/analytics, per-session detail from /api/sessions, and dollar splits from /api/pricing/cost. Use when diagnosing cache spend or deciding whether prompt caching is paying off.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.