lean-analytics

lean-analytics is a skill for Claude Code from wondelai/skills. It costs 169 tokens per session (3,761 once invoked), scanned A, original, MIT.

A method for choosing business metrics that guide decisions instead of merely reporting activity. It focuses on one main metric at a time, matched to the startup’s business model and stage.

In plain words
What is it for?
Use it to choose key performance indicators, audit dashboards, set targets, plan data collection, and measure product-market fit.
Why use it?
It reduces dashboard noise and helps teams focus on the number that reveals whether their biggest current risk is improving.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the product-strategy plugin — 5 skills shipped together

About the project

Wondel.ai Agent Skills is a collection of skills and guided workflows that give coding agents structured methods for business, marketing, UX, website, app, and software-development tasks. It is used with agents such as Claude Code, Codex, Cursor, OpenClaw, and other agents that support the agentskills.io format. The catalogue entries are the project's skills, plugins, instructions, and rule packaged for those agents.

wondelai/skills · 2,108 stars · on GitHub · skills.wondel.ai

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.

agentmods
npx agentmods add skills/wondelai/skills/lean-analytics
Any agent
npx skills add wondelai/skills --skill lean-analytics
Clone the repo
git clone --depth 1 https://github.com/wondelai/skills

Made for: Claude Code.

Or install product-strategy, the plugin that ships this one along with the rest of its 5 skills.

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 lean-analytics

README.md
[![agentmods](https://agentmods.dev/badge/skills/wondelai/skills/lean-analytics.svg)](https://agentmods.dev/skills/wondelai/skills/lean-analytics)
Your own site
<a href="https://agentmods.dev/skills/wondelai/skills/lean-analytics"><img src="https://agentmods.dev/badge/skills/wondelai/skills/lean-analytics.svg" alt="Measured on agentmods" height="20"></a>
Per session 169 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,761 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00169 $0.03761
Opus 5 $0.00084 $0.01880
Sonnet 5 $0.00034 $0.00752
Haiku 4.5 $0.00017 $0.00376

Measured 6d ago against content hash ed66ef399bdf, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

lean-analytics 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 6d 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.

lean-analytics/SKILL.md · 187 lines

How it starts

The opening of the file, as written. The whole thing — 187 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Lean Analytics

A data discipline for startups distilled from Alistair Croll and Benjamin Yoskovitz's Lean Analytics: separate metrics that change decisions from numbers that merely flatter, then point the whole company at the One Metric That Matters for your business model and stage. Use it to choose metrics, audit dashboards, set targets, and plan instrumentation.

Core Principle

Focus on the one metric that matters right now — everything else is noise that feels like progress. Startups die from lack of focus more often than lack of data. The discipline is knowing your business model, knowing your stage, and tracking the single number that tells you whether the riskiest part of the business is working. A metric earns attention only if it changes what you do next.

Scoring

Goal: 10/10. Rate metric choices, dashboards, and instrumentation plans 0-10 against these principles. Report the current score and the specific changes needed to reach 10/10.

  • 9-10: One OMTM matched to model and stage, paired counter-metric, a line in the sand with a pre-committed miss response, cohorted and segmented data
  • 7-8: Mostly actionable ratios and a plausible OMTM, but no explicit target, weak cohorting, or too many "key" metrics
  • 5-6: Actionable and vanity metrics mixed; dashboard exists but rarely changes a decision; model and stage never named
  • 3-4: Vanity metrics dominate — totals, cumulative charts, blended averages; metrics copied from other companies
  • 0-2: No instrumentation, or numbers chosen to impress investors rather than drive decisions

Framework

1. Good Metrics vs Vanity Metrics

Core concept: A good metric is comparative (versus last week, versus another cohort), understandable (the team can recall and debate it), a ratio or rate (not an ever-growing total), and behavior-changing — if a number won't change what you do, stop measuring it. Vanity metrics — total signups, page views, cumulative anything — only go up and only make you feel good.

Read the full file on GitHub · 187 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 6d ago First seen · 187 lines · 169 tokens per session scan A ed66ef399bdf

Subscribe to this mod's changes

lean-analytics is a skill published in the GitHub repository wondelai/skills (2,108 stars, last pushed 7d ago), licensed MIT. It adds 169 tokens to every session and 3,761 once invoked, about $0.0008 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.

Related

Other skills, from other repositories

glab

Expert guidance for using the GitLab CLI (glab) to manage GitLab issues, merge requests, CI/CD pipelines, repositories, and other GitLab operations from the command line. Use this skill when the user needs to interact with GitLab resources or perform GitLab workflows.

NikiforovAll/claude-code-rules · 59 tokens

dotnet-dependency

This skill should be used when investigating .NET project dependencies, understanding why packages are included, listing references, or auditing for outdated/vulnerable packages.

NikiforovAll/claude-code-rules · 35 tokens

team-review

Review changed code for reuse, quality, and efficiency using a team of persistent named reviewers. This skill should be used when the user says "team review", "review with team", or wants parallel code review with persistent team members for follow-up questions. Similar to /subagent-review but reviewers persist after…

NikiforovAll/claude-code-rules · 65 tokens

playwright-storybook-flows

Specialization of playwright-harness for AUTHORING and REPRODUCING flows. A flow is a sequence of steps a human or an agent can take inside an application to demonstrate a specific feature; it is written as a Storybook docs page in a conventional location, where a human reads it as a manual walkthrough (issue…

simiancraft/simiancraft-skills · 158 tokens

typescript-coder

Implements TypeScript/JavaScript code following established architecture and coding guidelines. Use when implementing features designed by typescript-architect.

DmitriyYukhanov/claude-plugins · 30 tokens

economist-style

Apply The Economist style guide to written content. Use when editing markdown, HTML, documentation, or any written text that needs professional editing for clarity, precision, and brevity. Detects weasel words, fillers, passive voice, and style issues.

TAJD/economist-style-guide-plugin · 54 tokens