Migrate Glue Devendpoint To Interactive Sessions
aws-samples/aws-glue-samples
Migrate a legacy AWS Glue development endpoint to a Glue interactive session, following the official AWS migration checklist.
Transform pyspark transformer operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Install Pyspark Transformer
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill pyspark-transformer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace pyspark-transformer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/11-data-pipelines/pyspark-transformer .claude/skills/pyspark-transformer && rm -rf skills-srcUse ~/.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/
Install the "pyspark-transformer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/11-data-pipelines/pyspark-transformer into .claude/skills/pyspark-transformer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pyspark-transformer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/11-data-pipelines/pyspark-transformerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill pyspark-transformer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace pyspark-transformer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/11-data-pipelines/pyspark-transformer .agents/skills/pyspark-transformer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pyspark-transformer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/11-data-pipelines/pyspark-transformer into .agents/skills/pyspark-transformer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pyspark-transformer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill pyspark-transformer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace pyspark-transformer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/11-data-pipelines/pyspark-transformer .cursor/skills/pyspark-transformer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "pyspark-transformer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/11-data-pipelines/pyspark-transformer into .cursor/skills/pyspark-transformer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pyspark-transformer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/11-data-pipelines/pyspark-transformer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill pyspark-transformer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace pyspark-transformer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/11-data-pipelines/pyspark-transformer .gemini/skills/pyspark-transformer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "pyspark-transformer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/11-data-pipelines/pyspark-transformer into .gemini/skills/pyspark-transformer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pyspark-transformer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace pyspark-transformerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill pyspark-transformer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/11-data-pipelines/pyspark-transformer .github/skills/pyspark-transformer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "pyspark-transformer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/11-data-pipelines/pyspark-transformer into .github/skills/pyspark-transformer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pyspark-transformer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill pyspark-transformer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace pyspark-transformer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/11-data-pipelines/pyspark-transformer .opencode/skills/pyspark-transformer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "pyspark-transformer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/11-data-pipelines/pyspark-transformer into .opencode/skills/pyspark-transformer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pyspark-transformer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
pyspark-transformer- GitHub stars
- 2.8k
- Token cost
- ~566 tokens
- SKILL.md length
- 190 words
- Files
- 1
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Transform pyspark transformer operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.
- Works in 4 steps: Provides step-by-step guidance for… → Follows industry best practices and… → Generates production-ready code and… → …
- : pyspark transformer
- SKILL.md covers Overview, When to Use, Instructions and Examples, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Pyspark Transformer is an agent skill from jeremylongshore/tons-of-skills-marketplace. Transform pyspark transformer operations. Auto-activating skill for Data Pipelines. Triggers on: pyspark transformer, pyspark transformer Part of the Data Pipelines skill category. Use when working with pyspark transformer functionality. Trigger with phrases like "pyspark transformer", "pyspark transformer", "pyspark".
Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code
It sits in Data & Analytics, covering Data pipelines and ETL. It works with Apache Spark. 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
- : pyspark transformer
- Pyspark transformer Part of the Data Pipelines skill category
- Working with pyspark transformer functionality
- With phrases like pyspark transformer
Example prompts
- “pyspark transformer”
- “pyspark”
- “/pyspark-transformer”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code
- Pre-approved tools (allowed-tools): Read, Write, Edit, Bash(cmd:*), Grep
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Provides step-by-step guidance for pyspark transformer
- Follows industry best practices and patterns
- Generates production-ready code and configurations
- Validates outputs against common standards
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:
ReadWriteEditBash(cmd:*)Grep
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
No URLs in SKILL.md.
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
Pyspark Transformer loads about 566 tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 190 words of instructions outside code blocks.
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). 190 words, ~566 tokens.
Download SKILL.mdSave it as
.claude/skills/pyspark-transformer/SKILL.md (or your agent's skills folder).- name
- pyspark-transformer
- description
- Transform pyspark transformer operations. Auto-activating skill for Data Pipelines. Triggers on: pyspark transformer, pyspark transformer Part of the Data Pipelines skill category. Use when working with pyspark transformer functionality. Trigger with phrases like "pyspark transformer", "pyspark transformer", "pyspark".
- allowed-tools
- Read, Write, Edit, Bash(cmd:*), Grep
- compatibility
- Designed for Claude Code
- version
- 1.0.0
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- tags
- data, data-engineering
Pyspark Transformer
Overview
This skill provides automated assistance for pyspark transformer tasks within the Data Pipelines domain.
When to Use
This skill activates automatically when you:
- Mention "pyspark transformer" in your request
- Ask about pyspark transformer patterns or best practices
- Need help with data pipeline skills covering etl, data transformation, workflow orchestration, and streaming data processing.
Instructions
- Provides step-by-step guidance for pyspark transformer
- Follows industry best practices and patterns
- Generates production-ready code and configurations
- Validates outputs against common standards
Examples
Example: Basic Usage Request: "Help me with pyspark transformer" Result: Provides step-by-step guidance and generates appropriate configurations
Prerequisites
- Relevant development environment configured
- Access to necessary tools and services
- Basic understanding of data pipelines concepts
Output
- Generated configurations and code
- Best practice recommendations
- Validation results
Error Handling
| Error | Cause | Solution |
|---|---|---|
| Configuration invalid | Missing required fields | Check documentation for required parameters |
| Tool not found | Dependency not installed | Install required tools per prerequisites |
| Permission denied | Insufficient access | Verify credentials and permissions |
Resources
- Official documentation for related tools
- Best practices guides
- Community examples and tutorials
Related Skills
Part of the Data Pipelines skill category. Tags: etl, airflow, spark, streaming, data-engineering
© 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
Just SKILL.md in skills/11-data-pipelines/pyspark-transformer of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Compare with similar skills
Pyspark Transformer 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Pyspark Transformer this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~566 | Automated safety check: Pass | MIT | |
| Migrate Glue Devendpoint To Interactive Sessionsaws-samples/aws-glue-samples | 1.5k | — | ~3.6k | Automated safety check: Pass | MIT-0 | |
| Apache Spark EngineerJeffallan/claude-skills | 12k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Apache Spark Optimizationwshobson/agents | 40k | 9 repos | ~789 | Automated safety check: Pass | MIT | |
| Data Engineerdavila7/claude-code-templates | 33k | 8 repos | ~2.8k | Automated safety check: Pass | MIT | |
| Data PipelineRightNow-AI/openfang | 18k | — | ~847 | Automated safety check: Pass | Apache-2.0 |
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- Official
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Works with
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Questions about Pyspark Transformer
What does Pyspark Transformer do?
Transform pyspark transformer operations. An agent skill from jeremylongshore/tons-of-skills-marketplace. Pyspark Transformer is an agent skill from jeremylongshore/tons-of-skills-marketplace. Transform pyspark transformer operations.
When should I use Pyspark Transformer?
Pyspark Transformer fits situations like: : pyspark transformer; pyspark transformer Part of the Data Pipelines skill category; working with pyspark transformer functionality; with phrases like pyspark transformer.
How do I install Pyspark Transformer in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill pyspark-transformer -a claude-code`. Or copy the skill folder (skills/11-data-pipelines/pyspark-transformer in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/pyspark-transformer in your project. Claude Code loads it when a task matches its description.
How do I install Pyspark Transformer in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill pyspark-transformer -a codex`. Or copy the skill folder (skills/11-data-pipelines/pyspark-transformer in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/pyspark-transformer in your project. Codex loads it when a task matches its description.
Can I use Pyspark Transformer 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 pyspark-transformer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pyspark-transformer, .gemini/skills/pyspark-transformer, .github/skills/pyspark-transformer and .opencode/skills/pyspark-transformer in your project.
What does Pyspark Transformer need to run?
SKILL.md names no scripts, command-line tools or credentials: Pyspark Transformer is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(cmd:*), Grep. Compatibility (from SKILL.md): Designed for Claude Code.
Does Pyspark Transformer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Pyspark Transformer 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 Pyspark Transformer use?
Pyspark Transformer 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 Pyspark Transformer use?
About 566 tokens (SKILL.md is roughly 2.3k 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 Pyspark Transformer?
Skills that share tags, products or a category with Pyspark Transformer: Migrate Glue Devendpoint To Interactive Sessions (aws-samples/aws-glue-samples, 1.5k stars), Apache Spark Engineer (Jeffallan/claude-skills, 12k stars), Apache Spark Optimization (wshobson/agents, 40k stars) and Data Engineer (davila7/claude-code-templates, 33k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Pyspark Transformer?
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.