insights

insights is a command for Claude Code from hoangsonww/Claude-Code-Agent-Monitor. It costs 15 tokens per session (403 once invoked), scanned A, original, MIT.

A command that reports the three most important findings from your current Claude Code usage, backed by Agent Monitor numbers.

In plain words
What is it for?
Use it for a quick health check of usage trends, costs, cache performance, tool concentration, and error pressure.
Why use it?
It turns raw session, token, tool, cache, and error data into a short list of issues worth acting on.

Command for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions subagents; mentions Claude Code.

Part of the ccam-insights plugin — 6 skills, 3 commands, 2 agents shipped together

Good fit Use it for a quick health check of usage trends, costs, cache performance, tool concentration, and error pressure.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/hoangsonww/claude-code-agent-monitor/insights
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/hoangsonww/Claude-Code-Agent-Monitor

Made for: Claude Code.

Or install ccam-insights, the plugin that ships this one along with the rest of its 6 skills, 3 commands, 2 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for insights

README.md
[![agentmods](https://agentmods.dev/badge/commands/hoangsonww/claude-code-agent-monitor/insights/github.svg)](https://agentmods.dev/commands/hoangsonww/claude-code-agent-monitor/insights)
Your own site
<a href="https://agentmods.dev/commands/hoangsonww/claude-code-agent-monitor/insights"><img src="https://agentmods.dev/badge/commands/hoangsonww/claude-code-agent-monitor/insights/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for insights

Your own site · 80×15
<a href="https://agentmods.dev/commands/hoangsonww/claude-code-agent-monitor/insights"><img src="https://agentmods.dev/badge/commands/hoangsonww/claude-code-agent-monitor/insights.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 15 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 403 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00015 $0.00403
Opus 5 $0.00008 $0.00201
Sonnet 5 $0.00003 $0.00081
Haiku 4.5 $0.00002 $0.00040

Measured 9d ago against content hash f15018bf8f54, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

insights scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- `curl -s http://localhost:4820/api/stats` → total_sessions, active_sessions, active_agents, total_events, events_today, agents_by_status, sessions_by_status.
plugins/ccam-insights/commands/insights.md · 23 lines

What it actually says

Produce the top 3 insights about Claude Code usage right now, each backed by real numbers from the Agent Monitor dashboard.

  1. Fetch high-level state:

    • curl -s http://localhost:4820/api/stats → total_sessions, active_sessions, active_agents, total_events, events_today, agents_by_status, sessions_by_status.
    • curl -s http://localhost:4820/api/analytics → tokens (total_input/total_output/total_cache_read/total_cache_write), tool_usage (top 20), daily_events (365d), daily_sessions (365d), event_types, avg_events_per_session, total_subagents.
  2. Derive signal, citing exact field values:

    • Cache hit rate = total_cache_read / (total_cache_read + total_input).
    • Activity trend: compare the last 7 days of daily_sessions/daily_events against the prior 7.
    • Concentration: the single most-used tool and most-frequent event_type, with its share of the total.
    • Error pressure: APIError share of events; subagent fan-out via total_subagents and avg_events_per_session.
  3. Pick the 3 most decision-relevant findings (biggest cost lever, sharpest trend, or clearest anomaly). For each print:

    • A one-line headline with the supporting number.
    • Why it matters in one sentence.
    • One concrete action.

Output rules: rank by impact (most important first); currency in USD to 4 decimals; rates as percentages to 2 decimals; use ▲/▼ for trend direction; cite only fields the API returned — never fabricate. If curl cannot reach http://localhost:4820, tell the user to start the dashboard with npm start from the repo root.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 23 lines · 15 tokens per session scan A f15018bf8f54

Subscribe to this mod's changes

insights is a command published in the GitHub repository hoangsonww/Claude-Code-Agent-Monitor (991 stars, last pushed 3d ago), licensed MIT. It adds 15 tokens to every session and 403 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.