Web Analytics

What it does

When your agent uses it

• The user asks to check analytics
• Explain a traffic change
• Inspect funnels
• Compare site performance

Example prompts

• “/analytics”
• “check my analytics”
• “s my traffic”
• “/web-analytics”

Requirements

• Python 3
• Compatibility (from SKILL.md): Designed for Claude Code
• Pre-approved tools (allowed-tools): Read, Bash(date:*), Bash(curl:*), Bash(python3:*), Bash(source:*), Agent

Workflow steps

5 steps, taken from the step headings in SKILL.md.

1. 1Parse the Request
2. 2Load Configuration
3. 3Collect the Minimum Dataset
4. 4Route by Tier
5. 5Verify and Deliver

What it can do on your machine

Read from SKILL.md and the folder at commit 80f86df. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves these tools, so the agent can use them without asking each time:

  • Read
  • Bash(date:*)
  • Bash(curl:*)
  • Bash(python3:*)
  • Bash(source:*)
  • Agent

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  Shell commands in SKILL.md call:

  • curl
  • python3

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  Hosts in commands or code, which the agent is likely to contact:

  • analytics.intentsolutions.io

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names these keys or tokens, usually read from environment variables:

  • UMAMI_PASSWORD

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

• Compatibility

  Designed for Claude Code

  From compatibility in the SKILL.md frontmatter.

Context cost

Web Analytics loads about 1.9k tokens when it runs, and up to ~2.8k if it reads all its reference files. Until then it costs about 105 tokens; SKILL.md has 705 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~105

When it runs · the whole SKILL.md, loaded when a task matches

~1.9k

With references · SKILL.md plus every file in references/, read only if the agent opens them

~2.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

• NoteMentions a .env fileSKILL.md:41

  `UMAMI_PASSWORD` from `~/.env`.

• NoteMentions a .env fileSKILL.md:89

  source ~/.env

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit 80f86df, republished under its MIT licence (© jeremylongshore). 705 words, ~1,882 tokens.

name

web-analytics

description

Analyze Umami or GA4 traffic with evidence-backed specialist reviews and deliver a concise portfolio pulse, decision brief, or deep dive. Use when the user asks to check analytics, explain a traffic change, inspect funnels, compare site performance, or prepare an analytics report. Trigger with "/analytics", "check my analytics", "how's my traffic", "site stats", "traffic report", or "analytics brief".

allowed-tools

Read, Bash(date:*), Bash(curl:*), Bash(python3:*), Bash(source:*), Agent

compatibility

Designed for Claude Code

version

1.5.0

author

Jeremy Longshore <jeremy@intentsolutions.io>

license

MIT

tags

analytics, umami, traffic, reporting, intelligence

argument-hint

[mini|medium|full] [--site=name] [--period=7d] [--email] [--slack]

model

inherit

effort

high

user-invocable

true

set -euo pipefail
source ~/.env
analytics_url="https://analytics.intentsolutions.io"
token=$(curl --fail-with-body --silent --show-error "${analytics_url}/api/auth/login" \
  -X POST -H "Content-Type: application/json" \
  -d '{"username":"admin","password":"'"${UMAMI_PASSWORD}"'"}' | \
  python3 -c "import json,sys; print(json.load(sys.stdin).get('token',''))")
test -n "${token}" || { printf 'Umami authentication returned no token\n' >&2; exit 1; }
curl --fail-with-body --silent --show-error \
  "${analytics_url}/api/websites/<site-id>/stats?startAt=<start-ms>&endAt=<end-ms>&compare=prev" \
  -H "Authorization: Bearer ${token}"
unset token UMAMI_PASSWORD

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/.curated/web-analytics of jeremylongshore/tons-of-skills-marketplace.

• SKILL.md
• references/operating-contract.md

Open the folder on GitHubat commit 80f86df