Agent skill

Windsurf Usage Analytics

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Analyze team AI usage patterns and productivity metrics. An agent skill from jeremylongshore/tons-of-skills-marketplace.

MITAuto-check passedData & Analytics

Install Windsurf Usage Analytics

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill windsurf-usage-analytics -a claude-code

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace windsurf-usage-analytics --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/windsurf-usage-analytics .claude/skills/windsurf-usage-analytics && 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
windsurf-usage-analytics
GitHub stars
2.8k
Token cost
~454 tokens
SKILL.md length
101 words
Files
5 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Analyze team AI usage patterns and productivity metrics. An agent skill from jeremylongshore/tons-of-skills-marketplace.

  • Works in 5 steps: Enable Analytics → Configure Dashboards → Set Up Reporting → …
  • S mention usage analytics
  • SKILL.md covers Overview, Prerequisites, Instructions and Output, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Windsurf Usage Analytics is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze team AI usage patterns and productivity metrics. Activate when users mention "usage analytics", "ai metrics", "productivity tracking", "usage reports", or "roi analysis". Handles analytics and reporting configuration. Use when working with windsurf usage analytics functionality. Trigger with phrases like "windsurf usage analytics", "windsurf analytics", "windsurf".

Its SKILL.md is about 450 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/directory-structure.md`, `references/errors.md` and `references/examples.md`). Compatibility notes: Designed for Claude Code

It sits in Data & Analytics, covering Product analytics. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • S mention usage analytics
  • Productivity tracking
  • Working with windsurf usage analytics functionality
  • With phrases like windsurf usage analytics

Example prompts

  • “usage analytics”
  • “ai metrics”
  • “productivity tracking”
  • “/windsurf-usage-analytics”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Read, Grep, Glob

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Enable Analytics
  2. Configure Dashboards
  3. Set Up Reporting
  4. Define Baselines
  5. Monitor and Optimize

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. 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
    • Grep
    • Glob

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

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

  • Network

    Links to these hosts (documentation or services it may open):

    • docs.windsurf.ai

    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.

  • Compatibility

    Designed for Claude Code

    From compatibility in the SKILL.md frontmatter.

Context cost

Windsurf Usage Analytics loads about 454 tokens when it runs, and up to ~1.5k if it reads all its reference files. Until then it costs about 100 tokens; SKILL.md has 101 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~100
When it runs · the whole SKILL.md, loaded when a task matches
~454
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.5k

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 101 words, ~454 tokens.

Download SKILL.mdSave it as .claude/skills/windsurf-usage-analytics/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
windsurf-usage-analytics
description
Analyze team AI usage patterns and productivity metrics. Activate when users mention "usage analytics", "ai metrics", "productivity tracking", "usage reports", or "roi analysis". Handles analytics and reporting configuration. Use when working with windsurf usage analytics functionality. Trigger with phrases like "windsurf usage analytics", "windsurf analytics", "windsurf".
allowed-tools
Read, Grep, Glob
compatibility
Designed for Claude Code
version
1.0.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, skill-databases, analytics

Windsurf Usage Analytics

Overview

This skill enables comprehensive usage analytics for Windsurf deployments. It tracks AI feature adoption, measures productivity improvements, calculates ROI, and identifies optimization opportunities.

Prerequisites

  • Windsurf Enterprise subscription
  • Organization administrator access
  • Analytics collection enabled
  • Dashboard access configured
  • Understanding of key metrics

Instructions

  1. Enable Analytics
  2. Configure Dashboards
  3. Set Up Reporting
  4. Define Baselines
  5. Monitor and Optimize

See ${CLAUDE_SKILL_DIR}/references/implementation.md for detailed implementation guide.

Output

  • Analytics dashboards
  • Productivity reports
  • ROI calculations
  • Adoption trend analysis

Error Handling

See ${CLAUDE_SKILL_DIR}/references/errors.md for comprehensive error handling.

Examples

See ${CLAUDE_SKILL_DIR}/references/examples.md for detailed examples.

Resources

© 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 4 other files (references) in skills/.curated/windsurf-usage-analytics of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/directory-structure.md
  • references/errors.md
  • references/examples.md
  • references/implementation.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Windsurf Usage Analytics 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.

Windsurf Usage Analytics compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Windsurf Usage Analytics this skilljeremylongshore/tons-of-skills-marketplace2.8k—~454Automated safety check: PassMIT
PostHog CLI Queriesdebugtheworldbot/keyStats1.5k—~1.2kAutomated safety check: PassMIT
Retentioneering Contributingretentioneering/retentioneering-tools927—~1.8kAutomated safety check: PassApache-2.0
Retentioneering Product Analyticsretentioneering/retentioneering-tools927—~1.6kAutomated safety check: PassApache-2.0
Feature Analytics Instrumentation Plannermistralai/mistral-vibe5.1k—~2.2kAutomated safety check: PassApache-2.0
Funnel Analysisliangdabiao/claude-data-analysis-ultra-main2901 repos~781Automated safety check: NotesNone

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Questions about Windsurf Usage Analytics

What does Windsurf Usage Analytics do?

Analyze team AI usage patterns and productivity metrics. An agent skill from jeremylongshore/tons-of-skills-marketplace. Windsurf Usage Analytics is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze team AI usage patterns and productivity metrics.

When should I use Windsurf Usage Analytics?

Windsurf Usage Analytics fits situations like: S mention usage analytics; productivity tracking; working with windsurf usage analytics functionality; with phrases like windsurf usage analytics.

How do I install Windsurf Usage Analytics in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill windsurf-usage-analytics -a claude-code`. Or copy the skill folder (skills/.curated/windsurf-usage-analytics in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/windsurf-usage-analytics in your project. Claude Code loads it when a task matches its description.

How do I install Windsurf Usage Analytics in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill windsurf-usage-analytics -a codex`. Or copy the skill folder (skills/.curated/windsurf-usage-analytics in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/windsurf-usage-analytics in your project. Codex loads it when a task matches its description.

Can I use Windsurf Usage Analytics 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 jeremylongshore/tons-of-skills-marketplace --skill windsurf-usage-analytics -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/windsurf-usage-analytics, .gemini/skills/windsurf-usage-analytics, .github/skills/windsurf-usage-analytics and .opencode/skills/windsurf-usage-analytics in your project.

What does Windsurf Usage Analytics need to run?

SKILL.md names no scripts, command-line tools or credentials: Windsurf Usage Analytics is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob. Compatibility (from SKILL.md): Designed for Claude Code.

Does Windsurf Usage Analytics access the network?

SKILL.md names 1 domain. As links in the text: docs.windsurf.ai. This is read from the text; nothing was executed.

Is Windsurf Usage Analytics 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. Review the folder before installing.

What licence does Windsurf Usage Analytics use?

Windsurf Usage Analytics 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 Windsurf Usage Analytics use?

About 454 tokens (SKILL.md is roughly 1.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.1k tokens, read only when the agent opens those files.

What are the alternatives to Windsurf Usage Analytics?

Skills that share tags, products or a category with Windsurf Usage Analytics: PostHog CLI Queries (debugtheworldbot/keyStats, 1.5k stars), Retentioneering Contributing (retentioneering/retentioneering-tools, 927 stars), Retentioneering Product Analytics (retentioneering/retentioneering-tools, 927 stars) and Feature Analytics Instrumentation Planner (mistralai/mistral-vibe, 5.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Windsurf Usage Analytics?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

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