Chroma Vector Database
Orchestra-Research/AI-Research-SKILLs
Shows how to store documents and embeddings in Chroma, query them by similarity with metadata filters, and persist them to disk for RAG and semantic search projects.
Adding LLM and AI capabilities to a Scala Golem agent. An agent skill from golemcloud/golem.
$ npx skills add golemcloud/golem --skill golem-add-llm-scala -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install golemcloud/golem golem-add-llm-scala --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/golem-skills/skills/scala/golem-add-llm-scala .claude/skills/golem-add-llm-scala && 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 "golem-add-llm-scala" agent skill from https://github.com/golemcloud/golem/tree/main/golem-skills/skills/scala/golem-add-llm-scala into .claude/skills/golem-add-llm-scala/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-add-llm-scala", 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/golem-skills/skills/scala/golem-add-llm-scalaType 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 golem-add-llm-scala -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install golemcloud/golem golem-add-llm-scala --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/golem-skills/skills/scala/golem-add-llm-scala .agents/skills/golem-add-llm-scala && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "golem-add-llm-scala" agent skill from https://github.com/golemcloud/golem/tree/main/golem-skills/skills/scala/golem-add-llm-scala into .agents/skills/golem-add-llm-scala/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-add-llm-scala", 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 golem-add-llm-scala -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install golemcloud/golem golem-add-llm-scala --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/golem-skills/skills/scala/golem-add-llm-scala .cursor/skills/golem-add-llm-scala && 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 "golem-add-llm-scala" agent skill from https://github.com/golemcloud/golem/tree/main/golem-skills/skills/scala/golem-add-llm-scala into .cursor/skills/golem-add-llm-scala/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-add-llm-scala", 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 golem-skills/skills/scala/golem-add-llm-scala--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 golem-add-llm-scala -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install golemcloud/golem golem-add-llm-scala --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/golem-skills/skills/scala/golem-add-llm-scala .gemini/skills/golem-add-llm-scala && 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 "golem-add-llm-scala" agent skill from https://github.com/golemcloud/golem/tree/main/golem-skills/skills/scala/golem-add-llm-scala into .gemini/skills/golem-add-llm-scala/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-add-llm-scala", 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 golem-add-llm-scalaInstalls 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 golem-add-llm-scala -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/golem-skills/skills/scala/golem-add-llm-scala .github/skills/golem-add-llm-scala && 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 "golem-add-llm-scala" agent skill from https://github.com/golemcloud/golem/tree/main/golem-skills/skills/scala/golem-add-llm-scala into .github/skills/golem-add-llm-scala/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-add-llm-scala", 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 golem-add-llm-scala -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 golem-add-llm-scala --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/golem-skills/skills/scala/golem-add-llm-scala .opencode/skills/golem-add-llm-scala && 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 "golem-add-llm-scala" agent skill from https://github.com/golemcloud/golem/tree/main/golem-skills/skills/scala/golem-add-llm-scala into .opencode/skills/golem-add-llm-scala/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-add-llm-scala", 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.
golem-add-llm-scalaAdding LLM and AI capabilities to a Scala Golem agent. An agent skill from golemcloud/golem.
Golem Add LLM Scala is an agent skill from golemcloud/golem. Adding LLM and AI capabilities to a Scala Golem agent. Use when the user wants to add LLM chat, embeddings, or any AI provider integration to a Scala agent.
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Embeddings. 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…
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 8bed66c. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are scala and bash).
From the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
api.openai.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
OPENAI_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Golem Add LLM Scala loads about 1.7k tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 299 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.
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.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 299 words (~1,671 tokens).
“There are no Golem-specific AI libraries for Scala. To integrate with LLM providers, you have two options:”
Just SKILL.md in golem-skills/skills/scala/golem-add-llm-scala of golemcloud/golem.
Open the folder on GitHubat commit 8bed66c
Golem Add LLM Scala 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 |
|---|---|---|---|---|---|---|
| Golem Add LLM Scala this skillgolemcloud/golem | 1.5k | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Chroma Vector DatabaseOrchestra-Research/AI-Research-SKILLs | 13k | 7 repos | ~2.3k | Automated safety check: Pass | MIT | |
| SageMaker Serving Image Selectionhuggingface/skills | 11k | 1 repos | ~4.6k | Automated safety check: Pass | Apache-2.0 | |
| Codebase Managementgiancarloerra/SocratiCode | 3.3k | 1 repos | ~1.8k | Automated safety check: Pass | AGPL-3.0 | |
| CLIP Image-Text MatchingOrchestra-Research/AI-Research-SKILLs | 13k | 7 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Sentence-Transformers Training Routerhuggingface/skills | 11k | 1 repos | ~2.6k | Automated safety check: Pass | Apache-2.0 |
Orchestra-Research/AI-Research-SKILLs
Shows how to store documents and embeddings in Chroma, query them by similarity with metadata filters, and persist them to disk for RAG and semantic search projects.
huggingface/skills
Chooses the right serving container and current image URI for deploying a Hugging Face model to a SageMaker endpoint, preferring Hugging Face images over generic ones.
giancarloerra/SocratiCode
Set up, index, and manage SocratiCode codebase indexing. An agent skill from giancarloerra/SocratiCode.
Orchestra-Research/AI-Research-SKILLs
Explains OpenAI's CLIP model for zero-shot image classification, image-text similarity, semantic image search and content moderation, with install steps and code patterns.
huggingface/skills
Routes a sentence-transformers training task to the right model type and required reference docs and example scripts, covering bi-encoders, rerankers, sparse and multi-vector models.
rehan-remade/universal-modder
Build cross-game mashups and total conversions, the "Minecraft inside Elden Ring" or "skateboarding in MW2" kind.
golemcloud/golem
Guide for writing MoonBit bindings to C libraries using native FFI.
golemcloud/golem
Adding or updating crate dependencies in the Golem workspace.
golemcloud/golem
Analysing GitHub Actions CI failures from a run URL. An agent skill from golemcloud/golem.
golemcloud/golem
Adds a built-in WASM plugin that is externally released and provisioned by the registry service.
golemcloud/golem
Writing database migration SQL scripts. An agent skill from golemcloud/golem.
golemcloud/golem
Diagnosing and fixing hanging worker executor or integration tests.
Categories
Adding LLM and AI capabilities to a Scala Golem agent. An agent skill from golemcloud/golem. Golem Add LLM Scala is an agent skill from golemcloud/golem. Adding LLM and AI capabilities to a Scala Golem agent.
Golem Add LLM Scala fits situations like: the user wants to add LLM chat; any AI provider integration to a Scala agent.
Run `npx skills add golemcloud/golem --skill golem-add-llm-scala -a claude-code`. Or copy the skill folder (golem-skills/skills/scala/golem-add-llm-scala in golemcloud/golem) into .claude/skills/golem-add-llm-scala in your project. Claude Code loads it when a task matches its description.
Run `npx skills add golemcloud/golem --skill golem-add-llm-scala -a codex`. Or copy the skill folder (golem-skills/skills/scala/golem-add-llm-scala in golemcloud/golem) into .agents/skills/golem-add-llm-scala in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add golemcloud/golem --skill golem-add-llm-scala -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/golem-add-llm-scala, .gemini/skills/golem-add-llm-scala, .github/skills/golem-add-llm-scala and .opencode/skills/golem-add-llm-scala in your project.
Going by SKILL.md and its folder, Golem Add LLM Scala needs credentials named OPENAI_API_KEY. Our summary lists: A credential in OPENAI_API_KEY.
SKILL.md names 1 domain. In commands or code: api.openai.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
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.
Golem Add LLM Scala has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 1.7k tokens (SKILL.md is roughly 6.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Golem Add LLM Scala: Chroma Vector Database (Orchestra-Research/AI-Research-SKILLs, 13k stars), SageMaker Serving Image Selection (huggingface/skills, 11k stars), Codebase Management (giancarloerra/SocratiCode, 3.3k stars) and CLIP Image-Text Matching (Orchestra-Research/AI-Research-SKILLs, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
golemcloud (a GitHub organization) maintains it in golemcloud/golem, which has 1,508 GitHub stars. The repository holds 289 skills in this directory. The repository was last updated on October 10, 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.