Agent skill

Funnel Analyzer

by guia-matthieu in guia-matthieu/clawfu-skills

Analyze conversion funnels and identify drop-offs. An agent skill from guia-matthieu/clawfu-skills.

MITAuto-check passedProduct & Project Management

Install Funnel Analyzer

skills CLI
$ npx skills add guia-matthieu/clawfu-skills --skill funnel-analyzer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install guia-matthieu/clawfu-skills funnel-analyzer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/guia-matthieu/clawfu-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/analytics/funnel-analyzer .claude/skills/funnel-analyzer && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
funnel-analyzer
GitHub stars
150
Token cost
~387 tokens
SKILL.md length
93 words
Files
3 (incl. scripts)
Skills in repo
31
Repo updated
First seen
Licence
MIT

At a glance

Analyze conversion funnels and identify drop-offs. An agent skill from guia-matthieu/clawfu-skills.

  • : analyzing checkout funnel
  • SKILL.md covers What Claude Does vs What You…, Dependencies, Commands and Skill Boundaries, plus 1 more section
  • Runs Python scripts from its folder; calls python and pip
  • Tracking signup flow

What it does

Funnel Analyzer is an agent skill from guia-matthieu/clawfu-skills. Analyze conversion funnels and identify drop-offs. Use when: analyzing checkout funnel; tracking signup flow; identifying conversion blockers; optimizing user journey; visualizing funnel performance

Its SKILL.md is about 390 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/main.py`).

It sits in Product & Project Management, covering Conversion rate optimization and Customer journey mapping. The repository describes itself as: 172 expert marketing skills for AI agents — ClawFu MCP Server. The licence is MIT.

When your agent uses it

  • : analyzing checkout funnel
  • Tracking signup flow
  • Identifying conversion blockers
  • Optimizing user journey

Example prompts

  • “/funnel-analyzer”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 4108f5c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python
    • pip

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

  • Network

    No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.

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

  • Credentials

    Names no API keys, tokens, secrets or passwords.

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

Context cost

Funnel Analyzer loads about 387 tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 93 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~54
When it runs · the whole SKILL.md, loaded when a task matches
~387

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

Auto-check passed

The automated check found no risky patterns in SKILL.md.

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); the scripts in this folder are not scanned.

SKILL.md

The full file from guia-matthieu/clawfu-skills at commit 4108f5c, republished under its MIT licence (© guia-matthieu). 93 words, ~387 tokens.

Download SKILL.mdSave it as .claude/skills/funnel-analyzer/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
funnel-analyzer
description
Analyze conversion funnels and identify drop-offs. Use when: analyzing checkout funnel; tracking signup flow; identifying conversion blockers; optimizing user journey; visualizing funnel performance
license
MIT
metadata.author
ClawFu
metadata.version
1.0.0
metadata.mcp-server
@clawfu/mcp-skills

Funnel Analyzer

Analyze conversion funnels to identify drop-off points and optimization opportunities.

What Claude Does vs What You Decide

Claude DoesYou Decide
Structures analysis frameworksMetric definitions
Identifies patterns in dataBusiness interpretation
Creates visualization templatesDashboard design
Suggests optimization areasAction priorities
Calculates statistical measuresDecision thresholds

Dependencies

bash
pip install pandas click

Commands

bash
python scripts/main.py analyze data.csv --stages "visit,signup,trial,paid"
python scripts/main.py dropoff funnel.csv
python scripts/main.py visualize funnel.csv --output funnel-chart.html

Skill Boundaries

What This Skill Does Well
  • Structuring data analysis
  • Identifying patterns and trends
  • Creating visualization frameworks
  • Calculating statistical measures
What This Skill Cannot Do
  • Access your actual data
  • Replace statistical expertise
  • Make business decisions
  • Guarantee prediction accuracy

Skill Metadata

  • Mode: centaur
yaml
category: analytics
dependencies: [pandas]
difficulty: intermediate

© guia-matthieu, 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 2 other files (scripts) in skills/analytics/funnel-analyzer of guia-matthieu/clawfu-skills.

  • SKILL.md
  • scripts/main.py
  • scripts/requirements.txt

Open the folder on GitHubat commit 4108f5c

Compare with similar skills

Funnel Analyzer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Funnel Analyzer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Funnel Analyzer this skillguia-matthieu/clawfu-skills150—~387Automated safety check: PassMIT
Monetization Funnelvivy-yi/xiaohongshu-skills481—~274Automated safety check: PassNone
Attribution Analysis Modelingliangdabiao/claude-data-analysis-ultra-main290—~2.3kAutomated safety check: NotesNone
Onboarding CroOpenClaudia/openclaudia-skills713—~3.6kAutomated safety check: PassMIT
Memstack Marketing Sales Funnelcwinvestments/memstack423—~2.7kAutomated safety check: PassProprietary
Strategizeghaida/intent207—~6.1kAutomated safety check: PassCC0-1.0

Similar skills

  • Monetization Funnel

    vivy-yi/xiaohongshu-skills

    A skill your agent uses when needing to design or optimize the customer journey from awareness to purchase, maximize conversion rates, and build a sustainable monetization system

    481 GitHub stars~274 tokensUpdated 8 mo ago
    Marketing & SEOAuto-check passed
  • Attribution Analysis Modeling

    liangdabiao/claude-data-analysis-ultra-main

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    713 GitHub stars~3.6k tokensUpdated 22 days ago
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    A skill your agent uses when the user says 'sales funnel', 'funnel', 'conversion funnel', 'customer journey', or wants to map the complete customer journey from stranger to repeat buyer with copy…

    423 GitHub stars~2.7k tokensUpdated 13 days ago
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  • Strategize

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    207 GitHub stars~6.1k tokensUpdated 2 mo ago
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Questions about Funnel Analyzer

What does Funnel Analyzer do?

Analyze conversion funnels and identify drop-offs. An agent skill from guia-matthieu/clawfu-skills. Funnel Analyzer is an agent skill from guia-matthieu/clawfu-skills. Analyze conversion funnels and identify drop-offs.

When should I use Funnel Analyzer?

Funnel Analyzer fits situations like: : analyzing checkout funnel; tracking signup flow; identifying conversion blockers; optimizing user journey.

How do I install Funnel Analyzer in Claude Code?

Run `npx skills add guia-matthieu/clawfu-skills --skill funnel-analyzer -a claude-code`. Or copy the skill folder (skills/analytics/funnel-analyzer in guia-matthieu/clawfu-skills) into .claude/skills/funnel-analyzer in your project. Claude Code loads it when a task matches its description.

How do I install Funnel Analyzer in Codex?

Run `npx skills add guia-matthieu/clawfu-skills --skill funnel-analyzer -a codex`. Or copy the skill folder (skills/analytics/funnel-analyzer in guia-matthieu/clawfu-skills) into .agents/skills/funnel-analyzer in your project. Codex loads it when a task matches its description.

Can I use Funnel Analyzer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add guia-matthieu/clawfu-skills --skill funnel-analyzer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/funnel-analyzer, .gemini/skills/funnel-analyzer, .github/skills/funnel-analyzer and .opencode/skills/funnel-analyzer in your project.

What does Funnel Analyzer need to run?

Going by SKILL.md and its folder, Funnel Analyzer needs Python for the scripts in its folder and the command-line tools its instructions call (python and pip). Our summary lists: Python 3.

Does Funnel Analyzer access the network?

SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Funnel Analyzer safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Funnel Analyzer use?

Funnel Analyzer is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Funnel Analyzer use?

About 387 tokens (SKILL.md is roughly 1.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Funnel Analyzer?

Skills that share tags, products or a category with Funnel Analyzer: Monetization Funnel (vivy-yi/xiaohongshu-skills, 481 stars), Attribution Analysis Modeling (liangdabiao/claude-data-analysis-ultra-main, 290 stars), Onboarding Cro (OpenClaudia/openclaudia-skills, 713 stars) and Memstack Marketing Sales Funnel (cwinvestments/memstack, 423 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Funnel Analyzer?

guia-matthieu (a GitHub user) maintains it in guia-matthieu/clawfu-skills, which has 150 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on October 1, 2026.

Source: guia-matthieu/clawfu-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.