ag-insights

ag-insights is a skill for Claude Code from andregusman-raiz/a-gusman-claude. It costs 40 tokens per session (1,703 once invoked), scanned A, original, MIT.

A metrics and analytics tool for Claude Code development sessions, including token use, recurring errors, commands, session time, and quality trends.

In plain words
What is it for?
Use it to examine one session, a project, or longer-term development trends.
Why use it?
It turns development history into measurements that help reveal repeated problems and changes over time.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: model in frontmatter; mentions subagents; positional $N argument.

Good fit Use it to examine one session, a project, or longer-term development trends.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/andregusman-raiz/a-gusman-claude/ag-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.

Any agent
npx skills add andregusman-raiz/a-gusman-claude --skill ag-insights
Clone the repo
git clone --depth 1 https://github.com/andregusman-raiz/a-gusman-claude

Made for: Claude Code.

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 ag-insights

README.md
[![agentmods](https://agentmods.dev/badge/skills/andregusman-raiz/a-gusman-claude/ag-insights/github.svg)](https://agentmods.dev/skills/andregusman-raiz/a-gusman-claude/ag-insights)
Your own site
<a href="https://agentmods.dev/skills/andregusman-raiz/a-gusman-claude/ag-insights"><img src="https://agentmods.dev/badge/skills/andregusman-raiz/a-gusman-claude/ag-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 ag-insights

Your own site · 80×15
<a href="https://agentmods.dev/skills/andregusman-raiz/a-gusman-claude/ag-insights"><img src="https://agentmods.dev/badge/skills/andregusman-raiz/a-gusman-claude/ag-insights.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 40 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,703 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Excessive Agency · line 4
    Skill selects an external model or provider that may use a different account or billing plan than the operator expects. Undisclosed model switches can cause unexpected cost or quota consumption.
    Fix: Remove the model/provider override or disclose it prominently and require explicit operator approval before invoking an external coding CLI or billed model.
How audits are shown
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 $0.00040 $0.01703
Opus 5 $0.00020 $0.00851
Sonnet 5 $0.00008 $0.00341
Haiku 4.5 $0.00004 $0.00170

Measured 9d ago against content hash a5e3acd90b3e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ag-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 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.

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.

skills/ag-insights/SKILL.md · 196 lines

How it starts

The opening of the file, as written. The whole thing — 196 lines — stays where its author put it; the contents beside it link to each section on GitHub.

ag-insights — Insights & Metricas

Spawn the ag-insights agent to collect and analyze development session metrics.

Invocation

Use the Agent tool with:

  • subagent_type: general-purpose
  • model: haiku
  • mode: auto
  • run_in_background: true
  • prompt: Compose from template below + $ARGUMENTS

Prompt Template

Projeto: [CWD or user-provided path]
Modo: [--session | --project | --trends]

Colete metricas quantitativas sobre o desenvolvimento.

## Fontes de Dados

### 1. Git History (fonte primaria)
```bash
# Commits por dia/semana
git log --oneline --since="30 days ago" --format="%ad" --date=short | sort | uniq -c

# Commits por autor
git shortlog -sn --since="30 days ago"

# Arquivos mais modificados (hotspots)
git log --since="30 days ago" --pretty=format: --name-only | sort | uniq -c | sort -rn | head -20

# Churn (linhas adicionadas/removidas)
git log --since="30 days ago" --numstat --format="" | awk '{add+=$1; del+=$2} END {print "+" add " -" del}'

# Commits por tipo (conventional commits)
git log --oneline --since="30 days ago" | grep -oP "^[a-f0-9]+ \K(feat|fix|refactor|docs|test|chore)" | sort | uniq -c | sort -rn

2. Codebase Metrics

# Total de arquivos e linhas por tipo
find src -name "*.ts" -o -name "*.tsx" | wc -l
find src -name "*.ts" -o -name "*.tsx" | xargs wc -l | tail -1

# Cobertura de testes (ratio test files / source files)
TEST_FILES=$(find . -name "*.test.*" -o -name "*.spec.*" | wc -l)
SRC_FILES=$(find src -name "*.ts" -o -name "*.tsx" | wc -l)

# TypeScript strictness (any count)
grep -r "any" --include="*.ts" --include="*.tsx" src/ | grep -v "node_modules" | wc -l

# TODO/FIXME/HACK count
grep -rn "TODO\|FIXME\|HACK\|XXX" --include="*.ts" --include="*.tsx" src/ | wc -l

3. Session Data (se disponivel)

# Retrospectivas anteriores
ls docs/ai-state/retrospectiva-*.md 2>/dev/null

# Advisor reports
ls docs/advisor-report-*.md 2>/dev/null

# Bug hunt reports
ls docs/bug-hunt-*.md 2>/dev/null

Read the full file on GitHub · 196 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. 9d ago First seen · 196 lines · 40 tokens per session scan A a5e3acd90b3e

Subscribe to this mod's changes

ag-insights is a skill published in the GitHub repository andregusman-raiz/a-gusman-claude (19 stars, last pushed 4d ago), licensed MIT. It adds 40 tokens to every session and 1,703 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 2026-09-03.

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