Transformers
K-Dense-AI/scientific-agent-skills
Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks.
Writing MoonBit source-to-source code transformations using moonbitlang/parser and its fmt package.
Custom licenceAuto-check passed
Install Moonbit Code Transform
$ npx skills add golemcloud/golem --skill moonbit-code-transform -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install golemcloud/golem moonbit-code-transform --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/golemcloud/golem.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/moonbit-code-transform .claude/skills/moonbit-code-transform && 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 "moonbit-code-transform" agent skill from https://github.com/golemcloud/golem/tree/main/.agents/skills/moonbit-code-transform into .claude/skills/moonbit-code-transform/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "moonbit-code-transform", 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/golemcloud/golem/tree/main/.agents/skills/moonbit-code-transformType 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 golemcloud/golem --skill moonbit-code-transform -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install golemcloud/golem moonbit-code-transform --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/golemcloud/golem.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/moonbit-code-transform .agents/skills/moonbit-code-transform && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "moonbit-code-transform" agent skill from https://github.com/golemcloud/golem/tree/main/.agents/skills/moonbit-code-transform into .agents/skills/moonbit-code-transform/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "moonbit-code-transform", 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 golemcloud/golem --skill moonbit-code-transform -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install golemcloud/golem moonbit-code-transform --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/golemcloud/golem.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/moonbit-code-transform .cursor/skills/moonbit-code-transform && 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 "moonbit-code-transform" agent skill from https://github.com/golemcloud/golem/tree/main/.agents/skills/moonbit-code-transform into .cursor/skills/moonbit-code-transform/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "moonbit-code-transform", 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/golemcloud/golem.git --path .agents/skills/moonbit-code-transform--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 golemcloud/golem --skill moonbit-code-transform -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install golemcloud/golem moonbit-code-transform --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/golemcloud/golem.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/moonbit-code-transform .gemini/skills/moonbit-code-transform && 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 "moonbit-code-transform" agent skill from https://github.com/golemcloud/golem/tree/main/.agents/skills/moonbit-code-transform into .gemini/skills/moonbit-code-transform/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "moonbit-code-transform", 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 golemcloud/golem moonbit-code-transformInstalls 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 golemcloud/golem --skill moonbit-code-transform -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/golemcloud/golem.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/moonbit-code-transform .github/skills/moonbit-code-transform && 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 "moonbit-code-transform" agent skill from https://github.com/golemcloud/golem/tree/main/.agents/skills/moonbit-code-transform into .github/skills/moonbit-code-transform/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "moonbit-code-transform", 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 golemcloud/golem --skill moonbit-code-transform -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install golemcloud/golem moonbit-code-transform --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/golemcloud/golem.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/moonbit-code-transform .opencode/skills/moonbit-code-transform && 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 "moonbit-code-transform" agent skill from https://github.com/golemcloud/golem/tree/main/.agents/skills/moonbit-code-transform into .opencode/skills/moonbit-code-transform/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "moonbit-code-transform", 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
moonbit-code-transform- GitHub stars
- 1.5k
- Token cost
- ~6.1k tokens
- SKILL.md length
- 760 words
- Files
- 1
- Skills in repo
- 289
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Writing MoonBit source-to-source code transformations using moonbitlang/parser and its fmt package.
- Parsing MoonBit source into AST
- SKILL.md covers Pipeline Overview, Required Dependencies, Parsing Source Files and Constructing AST Nodes, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Constructing new AST nodes
What it does
Moonbit Code Transform is an agent skill from golemcloud/golem. Writing MoonBit source-to-source code transformations using moonbitlang/parser and its fmt package. Use when parsing MoonBit source into AST, constructing new AST nodes, or emitting generated MoonBit code.
Its SKILL.md is about 6.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Golem Cloud is the agent-native platform for building AI agents and distributed applications that never lose state, never duplicate work, and never require you to build…
When your agent uses it
- Parsing MoonBit source into AST
- Constructing new AST nodes
- Emitting generated MoonBit code
Example prompts
- “/moonbit-code-transform”
What it can do on your machine
Read from SKILL.md and the folder at commit c6a3029. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are mbt and json).
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.
Context cost
Moonbit Code Transform loads about 6.1k tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 760 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 760 words (~6,118 tokens).
“Guide for building source-to-source code generation tools in MoonBit using moonbitlang/parser to parse source into AST and moonbitlang/parser/fmt to emit generated code. Uses golem_sdk_tools as the reference implementation.”
- name
- moonbit-code-transform
Files
Just SKILL.md in .agents/skills/moonbit-code-transform of golemcloud/golem.
Open the folder on GitHubat commit c6a3029
Compare with similar skills
Moonbit Code Transform 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 |
|---|---|---|---|---|---|---|
| Moonbit Code Transform this skillgolemcloud/golem | 1.5k | — | ~6.1k | Automated safety check: Pass | Custom licence | |
| TransformersK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~2.8k | Automated safety check: Notes | Apache-2.0 | |
| Parser Developmentbiomejs/biome | 26k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | |
| Hugging Face Transformers Usagedavila7/claude-code-templates | 32k | 12 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Transformers JSsickn33/agentic-awesome-skills | 47k | 1 repos | ~444 | Automated safety check: Pass | Apache-2.0 | |
| Fp Data Transformssickn33/agentic-awesome-skills | 47k | 2 repos | ~2.4k | Automated safety check: Pass | MIT |
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- Official
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A skill your agent uses when maintaining the moonbitlang/moonbit-docs repository, including Sphinx docs under next/, MoonBit examples under next/sources/, error-code documentation, gettext…
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Questions about Moonbit Code Transform
What does Moonbit Code Transform do?
Writing MoonBit source-to-source code transformations using moonbitlang/parser and its fmt package. Moonbit Code Transform is an agent skill from golemcloud/golem. Writing MoonBit source-to-source code transformations using moonbitlang/parser and its fmt package.
When should I use Moonbit Code Transform?
Moonbit Code Transform fits situations like: parsing MoonBit source into AST; constructing new AST nodes; emitting generated MoonBit code.
How do I install Moonbit Code Transform in Claude Code?
Run `npx skills add golemcloud/golem --skill moonbit-code-transform -a claude-code`. Or copy the skill folder (.agents/skills/moonbit-code-transform in golemcloud/golem) into .claude/skills/moonbit-code-transform in your project. Claude Code loads it when a task matches its description.
How do I install Moonbit Code Transform in Codex?
Run `npx skills add golemcloud/golem --skill moonbit-code-transform -a codex`. Or copy the skill folder (.agents/skills/moonbit-code-transform in golemcloud/golem) into .agents/skills/moonbit-code-transform in your project. Codex loads it when a task matches its description.
Can I use Moonbit Code Transform 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 golemcloud/golem --skill moonbit-code-transform -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/moonbit-code-transform, .gemini/skills/moonbit-code-transform, .github/skills/moonbit-code-transform and .opencode/skills/moonbit-code-transform in your project.
What does Moonbit Code Transform need to run?
SKILL.md names no scripts, command-line tools or credentials: Moonbit Code Transform is instructions for the agent only.
Does Moonbit Code Transform 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 Moonbit Code Transform 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 Moonbit Code Transform use?
Moonbit Code Transform has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Moonbit Code Transform use?
About 6.1k tokens (SKILL.md is roughly 24k 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 Moonbit Code Transform?
Skills that share tags, products or a category with Moonbit Code Transform: Transformers (K-Dense-AI/scientific-agent-skills, 48k stars), Parser Development (biomejs/biome, 26k stars), Hugging Face Transformers Usage (davila7/claude-code-templates, 32k stars) and Transformers JS (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Moonbit Code Transform?
golemcloud (a GitHub organization) maintains it in golemcloud/golem, which has 1,507 GitHub stars. The repository holds 289 skills in this directory. The repository was last updated on October 8, 2026.
Source: golemcloud/golem on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.