Hugging Face LLM Trainer
huggingface/skills
Trains or fine-tunes language and vision models with TRL or Unsloth on Hugging Face Jobs cloud GPUs, then converts the results to GGUF.
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
Install Agentdb Learning Plugins
$ npx skills add aiskillstore/marketplace --skill agentdb-learning-plugins -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace agentdb-learning-plugins --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ruvnet/agentdb-learning-plugins .claude/skills/agentdb-learning-plugins && 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 "agentdb-learning-plugins" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-learning-plugins into .claude/skills/agentdb-learning-plugins/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentdb-learning-plugins", 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/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-learning-pluginsType 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 aiskillstore/marketplace --skill agentdb-learning-plugins -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace agentdb-learning-plugins --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ruvnet/agentdb-learning-plugins .agents/skills/agentdb-learning-plugins && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agentdb-learning-plugins" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-learning-plugins into .agents/skills/agentdb-learning-plugins/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentdb-learning-plugins", 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 aiskillstore/marketplace --skill agentdb-learning-plugins -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace agentdb-learning-plugins --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ruvnet/agentdb-learning-plugins .cursor/skills/agentdb-learning-plugins && 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 "agentdb-learning-plugins" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-learning-plugins into .cursor/skills/agentdb-learning-plugins/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentdb-learning-plugins", 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/aiskillstore/marketplace.git --path skills/ruvnet/agentdb-learning-plugins--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 aiskillstore/marketplace --skill agentdb-learning-plugins -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace agentdb-learning-plugins --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ruvnet/agentdb-learning-plugins .gemini/skills/agentdb-learning-plugins && 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 "agentdb-learning-plugins" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-learning-plugins into .gemini/skills/agentdb-learning-plugins/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentdb-learning-plugins", 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 aiskillstore/marketplace agentdb-learning-pluginsInstalls 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 aiskillstore/marketplace --skill agentdb-learning-plugins -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ruvnet/agentdb-learning-plugins .github/skills/agentdb-learning-plugins && 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 "agentdb-learning-plugins" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-learning-plugins into .github/skills/agentdb-learning-plugins/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentdb-learning-plugins", 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 aiskillstore/marketplace --skill agentdb-learning-plugins -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace agentdb-learning-plugins --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ruvnet/agentdb-learning-plugins .opencode/skills/agentdb-learning-plugins && 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 "agentdb-learning-plugins" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-learning-plugins into .opencode/skills/agentdb-learning-plugins/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentdb-learning-plugins", 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
agentdb-learning-plugins- GitHub stars
- 430
- Used in
- 7 other repos
- Token cost
- ~3k tokens
- SKILL.md length
- 454 words
- Files
- 2
- Skills in repo
- 1,085
- Repo updated
- First seen
- Licence
- None found
At a glance
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
- Works in 12 steps: Decision Transformer (Recommended) → Q-Learning → SARSA → …
- Building self-learning agents
- SKILL.md covers What This Skill Does, Prerequisites, Quick Start with CLI and Quick Start with API, plus 5 more sections
- Calls npx
What it does
Agentdb Learning Plugins is an agent skill from aiskillstore/marketplace. Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
Its SKILL.md is about 3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).
It sits in AI & LLM Engineering, covering Reinforcement learning. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Building self-learning agents
- Implementing RL
- Optimizing agent behavior through experience
Example prompts
- “/agentdb-learning-plugins”
Requirements
- Node.js
Workflow steps
12 steps, taken from the step headings in SKILL.md.
- Decision Transformer (Recommended)
- Q-Learning
- SARSA
- Actor-Critic
- Active Learning
- Adversarial Training
- Curriculum Learning
- Federated Learning
- Multi-Task Learning
- Collect Experiences
- Train Model
- Evaluate Performance
What it can do on your machine
Read from SKILL.md and the folder at commit 4ac52da. 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
Shell commands in SKILL.md call:
npx
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):
github.comagentdb.ruv.io
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
Agentdb Learning Plugins loads about 3k tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 454 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 454 words (~2,979 tokens).
“Provides access to 9 reinforcement learning algorithms via AgentDB's plugin system. Create, train, and deploy learning plugins for autonomous agents that improve through experience. Includes offline RL (Decision Transformer), value-based learning (Q-Learning), policy gradients (Actor-Critic), and advanced techniques.”
- name
- agentdb-learning-plugins
Files
SKILL.md and 1 other file in skills/ruvnet/agentdb-learning-plugins of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit 4ac52da
Used in 11 other repositories
We found 48 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 7 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
- ruvnet/agentic-flow.claude/skills/agentdb-learning
- ruvnet/midstream.claude/skills/agentdb-learning
- ruvnet/RuView.claude/skills/agentdb-learning
- ruvnet/marketing.claude/skills/agentdb-learning
- spencermarx/open-code-review.claude/skills/agentdb-learning
- euaziel/-WiFi-CSI-Human-Pose-Detection-V2.claude/skills/agentdb-learning
- ruvnet/ruflo.agents/skills/agentdb-learning.claude/skills/agentdb-learning+1 more
- proffesor-for-testing/agentic-qe.claude/skills/agentdb-learning.agents/skills/ruflo/.agents/skills/agentdb-learning+1 more
- Microck/ordinary-claude-skillsskills_all/agentdb-learning-pluginsskills_categorized/data-analysis/agentdb-learning-plugins+2 more
- majiayu000/claude-skill-registryskills/ai-ml/agentdb-learningskills/ai-llm/agentdb-learning+26 more
- henryalouf/ruflow.agents/skills/agentdb-learning.claude/skills/agentdb-learning+1 more
Compare with similar skills
Agentdb Learning Plugins 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 |
|---|---|---|---|---|---|---|
| Agentdb Learning Plugins this skillaiskillstore/marketplace | 430 | 7 repos | ~3k | Automated safety check: Pass | None | |
| Hugging Face LLM Trainerhuggingface/skills | 11k | 3 repos | ~7.2k | Automated safety check: Pass | Apache-2.0 | |
| Train RlOpenPipe/ART | 11k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Qwopus27b Rl TrainingR6410418/Jackrong-llm-finetuning-guide | 1.7k | — | ~830 | Automated safety check: Pass | Apache-2.0 | |
| Fine Tuning With TrlOrchestra-Research/AI-Research-SKILLs | 13k | 7 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Optim AgentOptim-Agent/optim-agent | 800 | — | ~1.3k | Automated safety check: Pass | MIT |
Similar skills
- Official
Train Rl
OpenPipe/ART
RL training reference for the ART framework. An agent skill from OpenPipe/ART.
Qwopus27b Rl Training
R6410418/Jackrong-llm-finetuning-guide
Prepare, validate, launch-plan, monitor, resume, and stop configurable Qwopus 27B reinforcement-learning workflows for GRPO or GSPO.
Fine Tuning With Trl
Orchestra-Research/AI-Research-SKILLs
Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training.
Optim Agent
Optim-Agent/optim-agent
A skill your agent uses when the user wants to optimize configurable system parameters against a measurable scalar objective, especially for model training, inference, quantitative strategies…
Safactory Workflows
AI45Lab/SAfactory
Integrate a benchmark or custom environment into SAfactory using fixed adapter templates and local contract tests, optionally run Docker/RJob evaluation, or prepare GRPO/RL training.
More from aiskillstore/marketplace
All 1,085 skills in this repoCode Stats
aiskillstore/marketplace
Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs).
Data Processing
aiskillstore/marketplace
Process JSON with jq and YAML/TOML with yq. An agent skill from aiskillstore/marketplace.
Doc Scanner
aiskillstore/marketplace
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
File Search
aiskillstore/marketplace
Modern file and content search using fd, ripgrep (rg), and fzf.
Find Replace
aiskillstore/marketplace
Modern find-and-replace using sd (simpler than sed) and batch replacement patterns.
Investigating Codebases
aiskillstore/marketplace
Automatically activated when user asks how something works, wants to understand unfamiliar code, needs to explore a new codebase, or asks questions like "where is X implemented?", "how does Y…
Related
Categories
Questions about Agentdb Learning Plugins
What does Agentdb Learning Plugins do?
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Agentdb Learning Plugins is an agent skill from aiskillstore/marketplace. Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
When should I use Agentdb Learning Plugins?
Agentdb Learning Plugins fits situations like: building self-learning agents; implementing RL; optimizing agent behavior through experience.
How do I install Agentdb Learning Plugins in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill agentdb-learning-plugins -a claude-code`. Or copy the skill folder (skills/ruvnet/agentdb-learning-plugins in aiskillstore/marketplace) into .claude/skills/agentdb-learning-plugins in your project. Claude Code loads it when a task matches its description.
How do I install Agentdb Learning Plugins in Codex?
Run `npx skills add aiskillstore/marketplace --skill agentdb-learning-plugins -a codex`. Or copy the skill folder (skills/ruvnet/agentdb-learning-plugins in aiskillstore/marketplace) into .agents/skills/agentdb-learning-plugins in your project. Codex loads it when a task matches its description.
Can I use Agentdb Learning Plugins 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 aiskillstore/marketplace --skill agentdb-learning-plugins -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agentdb-learning-plugins, .gemini/skills/agentdb-learning-plugins, .github/skills/agentdb-learning-plugins and .opencode/skills/agentdb-learning-plugins in your project.
What does Agentdb Learning Plugins need to run?
Going by SKILL.md and its folder, Agentdb Learning Plugins needs the command-line tools its instructions call (npx). Our summary lists: Node.js.
Does Agentdb Learning Plugins access the network?
SKILL.md names 2 domains. As links in the text: github.com and agentdb.ruv.io. This is read from the text; nothing was executed.
Is Agentdb Learning Plugins 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 Agentdb Learning Plugins use?
No licence was found for Agentdb Learning Plugins or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Agentdb Learning Plugins use?
About 3k tokens (SKILL.md is roughly 12k 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 Agentdb Learning Plugins?
Skills that share tags, products or a category with Agentdb Learning Plugins: Hugging Face LLM Trainer (huggingface/skills, 11k stars), Train Rl (OpenPipe/ART, 11k stars), Qwopus27b Rl Training (R6410418/Jackrong-llm-finetuning-guide, 1.7k stars) and Fine Tuning With Trl (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.
Who maintains Agentdb Learning Plugins?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,085 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.