Langchain Architecture
HermeticOrmus/LibreUIUX-Claude-Code
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns.
LLM and ML development best practices with LangChain and transformers.
Install LLM Development
$ npx skills add meleantonio/ChernyCode --skill llm-development -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install meleantonio/ChernyCode llm-development --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/meleantonio/ChernyCode.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.cursor/skills/llm-development .claude/skills/llm-development && 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 "llm-development" agent skill from https://github.com/meleantonio/ChernyCode/tree/main/.cursor/skills/llm-development into .claude/skills/llm-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-development", 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/meleantonio/ChernyCode/tree/main/.cursor/skills/llm-developmentType 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 meleantonio/ChernyCode --skill llm-development -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install meleantonio/ChernyCode llm-development --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/meleantonio/ChernyCode.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.cursor/skills/llm-development .agents/skills/llm-development && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "llm-development" agent skill from https://github.com/meleantonio/ChernyCode/tree/main/.cursor/skills/llm-development into .agents/skills/llm-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-development", 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 meleantonio/ChernyCode --skill llm-development -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install meleantonio/ChernyCode llm-development --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/meleantonio/ChernyCode.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.cursor/skills/llm-development .cursor/skills/llm-development && 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 "llm-development" agent skill from https://github.com/meleantonio/ChernyCode/tree/main/.cursor/skills/llm-development into .cursor/skills/llm-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-development", 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/meleantonio/ChernyCode.git --path .cursor/skills/llm-development--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 meleantonio/ChernyCode --skill llm-development -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install meleantonio/ChernyCode llm-development --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/meleantonio/ChernyCode.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.cursor/skills/llm-development .gemini/skills/llm-development && 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 "llm-development" agent skill from https://github.com/meleantonio/ChernyCode/tree/main/.cursor/skills/llm-development into .gemini/skills/llm-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-development", 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 meleantonio/ChernyCode llm-developmentInstalls 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 meleantonio/ChernyCode --skill llm-development -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/meleantonio/ChernyCode.git skills-src && mkdir -p .github/skills && cp -r skills-src/.cursor/skills/llm-development .github/skills/llm-development && 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 "llm-development" agent skill from https://github.com/meleantonio/ChernyCode/tree/main/.cursor/skills/llm-development into .github/skills/llm-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-development", 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 meleantonio/ChernyCode --skill llm-development -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install meleantonio/ChernyCode llm-development --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/meleantonio/ChernyCode.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.cursor/skills/llm-development .opencode/skills/llm-development && 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 "llm-development" agent skill from https://github.com/meleantonio/ChernyCode/tree/main/.cursor/skills/llm-development into .opencode/skills/llm-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-development", 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
llm-development- GitHub stars
- 516
- Token cost
- ~499 tokens
- SKILL.md length
- 190 words
- Files
- 1
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- None found
At a glance
LLM and ML development best practices with LangChain and transformers.
- Building AI/ML applications
- SKILL.md covers Frameworks, Configuration Management, Data Pipeline and Model Versioning, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Building AI agents
What it does
LLM Development is an agent skill from meleantonio/ChernyCode. LLM and ML development best practices with LangChain and transformers. Use when building AI/ML applications.
Its SKILL.md is about 500 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 Building AI agents. It works with LangChain.
When your agent uses it
- Building AI/ML applications
- Tasks that involve Building AI agents
Example prompts
- “/llm-development”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit d85373c. 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 python).
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
LLM Development loads about 499 tokens when it runs. Until then it costs about 31 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 190 words (~499 tokens).
- name
- llm-development
Files
Just SKILL.md in .cursor/skills/llm-development of meleantonio/ChernyCode.
Open the folder on GitHubat commit d85373c
Compare with similar skills
LLM Development 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 |
|---|---|---|---|---|---|---|
| LLM Development this skillmeleantonio/ChernyCode | 516 | — | ~499 | Automated safety check: Pass | None | |
| Langchain ArchitectureHermeticOrmus/LibreUIUX-Claude-Code | 111 | 10 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Tool CreatorAgentTeam-TaichuAI/ScienceClaw | 670 | — | ~4.7k | Automated safety check: Pass | None | |
| Agents And MiddlewareVectorSpaceLab/AREX-Skill | 328 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Bridging Presidio And Spacymaziyarpanahi/openmed | 5.5k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| Agentsop Dspyagentsope/SkillAlchemy | 457 | — | ~7k | Automated safety check: Pass | MIT |
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提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用. An agent skill from Prorise-cool/Claude-Code-Multi-Agent.
More from meleantonio/ChernyCode
Code Style
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Python code style and formatting standards using Ruff. An agent skill from meleantonio/ChernyCode.
Code Simplifier
meleantonio/ChernyCode
Simplify and clean up code after changes are complete. An agent skill from meleantonio/ChernyCode.
Git Workflow
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Git workflow and commit conventions. An agent skill from meleantonio/ChernyCode.
Commit Push PR
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Commit changes, push to remote, and create a pull request. An agent skill from meleantonio/ChernyCode.
Testing
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Testing conventions using pytest. An agent skill from meleantonio/ChernyCode.
Techdebt
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Find and fix technical debt including duplicated code, dead code, outdated patterns, and code smells.
Related
Works with
Categories
Questions about LLM Development
What does LLM Development do?
LLM and ML development best practices with LangChain and transformers. LLM Development is an agent skill from meleantonio/ChernyCode. LLM and ML development best practices with LangChain and transformers.
When should I use LLM Development?
LLM Development fits situations like: building AI/ML applications; tasks that involve Building AI agents.
How do I install LLM Development in Claude Code?
Run `npx skills add meleantonio/ChernyCode --skill llm-development -a claude-code`. Or copy the skill folder (.cursor/skills/llm-development in meleantonio/ChernyCode) into .claude/skills/llm-development in your project. Claude Code loads it when a task matches its description.
How do I install LLM Development in Codex?
Run `npx skills add meleantonio/ChernyCode --skill llm-development -a codex`. Or copy the skill folder (.cursor/skills/llm-development in meleantonio/ChernyCode) into .agents/skills/llm-development in your project. Codex loads it when a task matches its description.
Can I use LLM Development 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 meleantonio/ChernyCode --skill llm-development -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/llm-development, .gemini/skills/llm-development, .github/skills/llm-development and .opencode/skills/llm-development in your project.
What does LLM Development need to run?
SKILL.md names no scripts, command-line tools or credentials: LLM Development is instructions for the agent only. Our summary lists: Python 3.
Does LLM Development 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 LLM Development 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 LLM Development use?
No licence was found for LLM Development or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does LLM Development use?
About 499 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.
What are the alternatives to LLM Development?
Skills that share tags, products or a category with LLM Development: Langchain Architecture (HermeticOrmus/LibreUIUX-Claude-Code, 111 stars), Tool Creator (AgentTeam-TaichuAI/ScienceClaw, 670 stars), Agents And Middleware (VectorSpaceLab/AREX-Skill, 328 stars) and Bridging Presidio And Spacy (maziyarpanahi/openmed, 5.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains LLM Development?
meleantonio (a GitHub user) maintains it in meleantonio/ChernyCode, which has 516 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on August 23, 2026.
Source: meleantonio/ChernyCode on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.