Break down Claude Code costs using the Agent Monitor pricing engine. Shows per-model costs (input, output, cache_read, cache_write at $/Mtok rates), per-session costs, daily trends, and compaction baseline token recovery. Use when analyzing spending, comparing model costs, or planning budgets.

Detect anomalous sessions in Claude Code Agent Monitor data.

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.

Run a full audit of the user's Claude Code configuration via the Agent Monitor Config Explorer API: counts per surface (user vs project), duplicate or overlapping skills and subagents, hooks that run shell commands, and which surfaces are read-only vs mutable. Reads /api/cc-config/overview, /skills, /agents, /commands, /hooks, and /settings. Use when reviewing your Claude Code setup for sprawl, duplication, or risk.

Generate a daily standup report from Claude Code Agent Monitor data.

Quick status check on the Claude Code Agent Monitor dashboard.

Debug production-like issues in this repository with disciplined evidence gathering. Use when fixing failing workflows, regressions, flaky behavior, or data inconsistencies across hooks, API, DB, websocket, and UI.

Audit how a Claude Code session delegated work: model-to-subagent mapping and whether each delegation paid off.

Smoke-test the dashboard's main API surface by hitting each major route once and reporting whether it responds and what shape it returns.

Sweep recent events across sessions for error and failure signals, then rank them by how often they occur and which tool or model produced them.

Every applicable source file in this repository starts with a header comment containing a **file overview** and the **exact author line**:

Summarize Workflow-tool (Workflow()) fleet runs and drill into one run's agents.

Import Claude Code or Codex history and move complete CCAM datasets between machines. Use when rescanning provider history, importing a copied directory, uploading JSONL or archives, exporting a backup, restoring it idempotently, or verifying that tokens, workflows, runs, rules, and pricing survived.

Polls the Agent Monitor /api/stats endpoint several times over a short window and reports the live deltas in active_sessions, active_agents, events_today, and ws_connections so you can see activity moving in real time. Use when watching the dashboard for live changes rather than a one-time snapshot.

Operate and maintain the local MCP server for this project. Use when creating MCP host config, troubleshooting tool connectivity, modifying tool domains, or adjusting safety policy flags.

See where your tokens and dollars go by model family, and where to re-route work.

Identify recurring patterns using the Agent Monitor's workflow intelligence engine.

Calculate a productivity scorecard from the Agent Monitor's real data.

Push the current working tree directly to a GitHub PR whose head lives on a **fork**, without creating a new branch and without pushing to `origin` (which is usually the upstream). Invoke when the user says things like "push straight to PR

One-line summary of key Agent Monitor metrics.