insights

insights is a command for Claude Code from felvieira/claude-skills-fv. It costs 46 tokens per session (2,049 once invoked), scanned A, original, Apache-2.0.

A usage-analysis command that reads the kit’s session logs, called telemetry, to find patterns in hooks and tool use. Hooks are automated checks that run during an agent session.

In plain words
What is it for?
Use it after enough sessions have produced useful data, typically when reviewing blocked questions, repeated file reads, tool usage, or hook decisions.
Why use it?
It helps explain what the kit is doing and whether its checks are triggering too often or too rarely. The results can guide decisions about changing or disabling configuration.

Command for Claude Code

Written for Claude Code: UserPromptSubmit hook event. Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions Claude Code.

Part of the dev-team-kit-fv plugin — 72 skills, 45 commands, 16 agents, 5 hooks shipped together

Good fit Use it after enough sessions have produced useful data, typically when reviewing blocked questions, repeated file reads, tool usage, or hook decisions.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/felvieira/claude-skills-fv/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/felvieira/claude-skills-fv

Made for: Claude Code.

Or install dev-team-kit-fv, the plugin that ships this one along with the rest of its 72 skills, 45 commands, 16 agents, 5 hooks.

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/felvieira/claude-skills-fv/insights/github.svg)](https://agentmods.dev/commands/felvieira/claude-skills-fv/insights)
Your own site
<a href="https://agentmods.dev/commands/felvieira/claude-skills-fv/insights"><img src="https://agentmods.dev/badge/commands/felvieira/claude-skills-fv/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/felvieira/claude-skills-fv/insights"><img src="https://agentmods.dev/badge/commands/felvieira/claude-skills-fv/insights.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 46 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,049 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. 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 $0.00046 $0.02049
Opus 5 $0.00023 $0.01025
Sonnet 5 $0.00009 $0.00410
Haiku 4.5 $0.00005 $0.00205

Measured 12d ago against content hash 72b08a1e645b, 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 0 findings 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 12d 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

commands/insights.md · 191 lines

How it starts

The opening of the file, as written. The whole thing — 191 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/insights — Recomendações Baseadas em Uso Real

Em uma frase: lê os JSONLs de telemetria dos hooks desta sessão (e sessões recentes) e recomenda o que configurar, calibrar ou desabilitar.

Inspiração: /Insights mencionado em "Claude Code Was Confusing Me Until I Found This One Plugin Nobody Talks About" (Nitin Gavhane, May 2026) — analisa últimas 30 dias de uso e recomenda automações. Nossa versão lê os dados que o kit já coleta.

Quando usar

  • Após 1-2 semanas de uso do kit — dados suficientes pra padrões emergirem
  • Quando hooks parecem disparar demais ou de menos
  • Antes de migrar de standardstrict ou minimal (ver impacto real)
  • "Quero saber o que o kit está fazendo por mim"
  • Onboarding num projeto novo — ver o que o kit detectou de incomum

Fontes de dados lidas

Arquivo Hook origem O que contém
.bot/pre-execution-gate.jsonl UserPromptSubmit decision, score, ambiguidade por prompt
.bot/investigate-first-guard.jsonl PreToolUse perguntas auto-descobríveis bloqueadas (labels)
.bot/tool-usage.json PreToolUse tools mais usados, reads repetidos, bytes lidos
.bot/conflict-resolution.jsonl PostToolUse conflitos de policy resolvidos
.bot/session-events.jsonl PostToolUse eventos de sessão (tool calls, stops, errors)
.bot/hook-session.json vários estado da sessão atual
D:\claude-memory\logs\*.md Stop hook logs das últimas sessões (se vault configurado)
.bot/route-feedback.jsonl executores / decisão explícita recomendações de composição aceitas, alteradas ou rejeitadas

Protocolo de execução

Fase 1 — Coletar dados disponíveis

# Verificar quais arquivos de telemetria existem
ls -la .bot/*.jsonl .bot/*.json 2>/dev/null

Ler cada arquivo existente e agregar:

  • Total de eventos por tipo
  • Distribuição de decisions (pass_through / enrich / guided_enrich / concrete_bypass)
  • Labels de perguntas bloqueadas pelo investigate-first-guard
  • Tools mais chamados e com mais repetições
  • Conflitos de policy mais frequentes
  • Decisões de roteamento e plugins mais aceitos/alterados, via node scripts/routing-insights.mjs --root . --json

Read the full file on GitHub · 191 lines

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. 12d ago First seen · 191 lines · 46 tokens per session scan A 72b08a1e645b

Subscribe to this mod's changes

insights is a command published in the GitHub repository felvieira/claude-skills-fv (23 stars, last pushed yesterday), licensed Apache-2.0. It adds 46 tokens to every session and 2,049 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.