Agent skill

Windsurf Code Completion

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

Configure and optimize Supercomplete code suggestions. An agent skill from jeremylongshore/tons-of-skills-marketplace.

MITAuto-check passed

Install Windsurf Code Completion

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

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace windsurf-code-completion --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-code-completion .claude/skills/windsurf-code-completion && 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-code-completion
GitHub stars
2.8k
Token cost
~491 tokens
SKILL.md length
115 words
Files
5 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Configure and optimize Supercomplete code suggestions. An agent skill from jeremylongshore/tons-of-skills-marketplace.

  • Works in 5 steps: Configure Trigger Behavior → Set Up Language-Specific Options → Create Custom Snippets → …
  • S mention code completion
  • 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 Code Completion is an agent skill from jeremylongshore/tons-of-skills-marketplace. Configure and optimize Supercomplete code suggestions. Activate when users mention "code completion", "autocomplete", "supercomplete", "inline suggestions", or "ai completions". Handles completion configuration and optimization. Use when working with windsurf code completion functionality. Trigger with phrases like "windsurf code completion", "windsurf completion", "windsurf".

Its SKILL.md is about 490 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

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 code completion
  • Inline suggestions
  • Working with windsurf code completion functionality
  • With phrases like windsurf code completion

Example prompts

  • “code completion”
  • “autocomplete”
  • “supercomplete”
  • “/windsurf-code-completion”

Requirements

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

Workflow steps

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

  1. Configure Trigger Behavior
  2. Set Up Language-Specific Options
  3. Create Custom Snippets
  4. Optimize Performance
  5. Personalize Experience

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
    • Write
    • Edit

    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 Code Completion loads about 491 tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 101 tokens; SKILL.md has 115 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~101
When it runs · the whole SKILL.md, loaded when a task matches
~491
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.4k

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). 115 words, ~491 tokens.

Download SKILL.mdSave it as .claude/skills/windsurf-code-completion/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
windsurf-code-completion
description
Configure and optimize Supercomplete code suggestions. Activate when users mention "code completion", "autocomplete", "supercomplete", "inline suggestions", or "ai completions". Handles completion configuration and optimization. Use when working with windsurf code completion functionality. Trigger with phrases like "windsurf code completion", "windsurf completion", "windsurf".
allowed-tools
Read, Write, Edit
compatibility
Designed for Claude Code
version
1.0.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, skill-databases, windsurf-code

Windsurf Code Completion

Overview

This skill enables configuration and optimization of Windsurf's Supercomplete AI-powered code completion. Supercomplete provides intelligent, context-aware suggestions that go beyond traditional autocomplete.

Prerequisites

  • Windsurf IDE installed and running
  • Active Cascade AI subscription
  • Project with code to analyze
  • Understanding of coding patterns in project
  • Language server enabled for target languages

Instructions

  1. Configure Trigger Behavior
  2. Set Up Language-Specific Options
  3. Create Custom Snippets
  4. Optimize Performance
  5. Personalize Experience

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

Output

  • Configured completion preferences
  • Language-specific settings
  • Custom snippet library
  • Optimized completion experience

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-code-completion 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 Code Completion 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 Code Completion compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Windsurf Code Completion this skilljeremylongshore/tons-of-skills-marketplace2.8k—~491Automated safety check: PassMIT
Auditing Azure Active Directory Configurationmukul975/Anthropic-Cybersecurity-Skills34k—~3kAutomated safety check: PassApache-2.0
Configuring Active Directory Tiered Modelmukul975/Anthropic-Cybersecurity-Skills34k—~687Automated safety check: PassApache-2.0
SQL Optimizationgithub/awesome-copilot40k2 repos~2.3kAutomated safety check: PassMIT
Optimization Suggesthoangsonww/Claude-Code-Agent-Monitor1.1k—~831Automated safety check: PassMIT
Agent Performance Optimizerruvnet/ruflo74k2 repos~3.6kAutomated safety check: PassMIT

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Questions about Windsurf Code Completion

What does Windsurf Code Completion do?

Configure and optimize Supercomplete code suggestions. An agent skill from jeremylongshore/tons-of-skills-marketplace. Windsurf Code Completion is an agent skill from jeremylongshore/tons-of-skills-marketplace. Configure and optimize Supercomplete code suggestions.

When should I use Windsurf Code Completion?

Windsurf Code Completion fits situations like: S mention code completion; inline suggestions; working with windsurf code completion functionality; with phrases like windsurf code completion.

How do I install Windsurf Code Completion in Claude Code?

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

How do I install Windsurf Code Completion in Codex?

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

Can I use Windsurf Code Completion 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-code-completion -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-code-completion, .gemini/skills/windsurf-code-completion, .github/skills/windsurf-code-completion and .opencode/skills/windsurf-code-completion in your project.

What does Windsurf Code Completion need to run?

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

Does Windsurf Code Completion 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 Code Completion 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 Code Completion use?

Windsurf Code Completion 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 Code Completion use?

About 491 tokens (SKILL.md is roughly 2k 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 889 tokens, read only when the agent opens those files.

What are the alternatives to Windsurf Code Completion?

Skills that share tags, products or a category with Windsurf Code Completion: Auditing Azure Active Directory Configuration (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Configuring Active Directory Tiered Model (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), SQL Optimization (github/awesome-copilot, 40k stars) and Optimization Suggest (hoangsonww/Claude-Code-Agent-Monitor, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Windsurf Code Completion?

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.