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.
Integrate and route AI model requests through RouterBase. An agent skill from davepoon/buildwithclaude.
$ npx skills add davepoon/buildwithclaude --skill routerbase-model-gateway -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install davepoon/buildwithclaude routerbase-model-gateway --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/davepoon/buildwithclaude.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/all-skills/skills/routerbase-model-gateway .claude/skills/routerbase-model-gateway && 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 "routerbase-model-gateway" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/all-skills/skills/routerbase-model-gateway into .claude/skills/routerbase-model-gateway/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "routerbase-model-gateway", 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/davepoon/buildwithclaude/tree/main/plugins/all-skills/skills/routerbase-model-gatewayType 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 davepoon/buildwithclaude --skill routerbase-model-gateway -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install davepoon/buildwithclaude routerbase-model-gateway --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/all-skills/skills/routerbase-model-gateway .agents/skills/routerbase-model-gateway && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "routerbase-model-gateway" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/all-skills/skills/routerbase-model-gateway into .agents/skills/routerbase-model-gateway/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "routerbase-model-gateway", 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 davepoon/buildwithclaude --skill routerbase-model-gateway -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install davepoon/buildwithclaude routerbase-model-gateway --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/all-skills/skills/routerbase-model-gateway .cursor/skills/routerbase-model-gateway && 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 "routerbase-model-gateway" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/all-skills/skills/routerbase-model-gateway into .cursor/skills/routerbase-model-gateway/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "routerbase-model-gateway", 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/davepoon/buildwithclaude.git --path plugins/all-skills/skills/routerbase-model-gateway--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 davepoon/buildwithclaude --skill routerbase-model-gateway -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install davepoon/buildwithclaude routerbase-model-gateway --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/all-skills/skills/routerbase-model-gateway .gemini/skills/routerbase-model-gateway && 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 "routerbase-model-gateway" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/all-skills/skills/routerbase-model-gateway into .gemini/skills/routerbase-model-gateway/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "routerbase-model-gateway", 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 davepoon/buildwithclaude routerbase-model-gatewayInstalls 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 davepoon/buildwithclaude --skill routerbase-model-gateway -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/all-skills/skills/routerbase-model-gateway .github/skills/routerbase-model-gateway && 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 "routerbase-model-gateway" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/all-skills/skills/routerbase-model-gateway into .github/skills/routerbase-model-gateway/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "routerbase-model-gateway", 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 davepoon/buildwithclaude --skill routerbase-model-gateway -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install davepoon/buildwithclaude routerbase-model-gateway --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/all-skills/skills/routerbase-model-gateway .opencode/skills/routerbase-model-gateway && 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 "routerbase-model-gateway" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/all-skills/skills/routerbase-model-gateway into .opencode/skills/routerbase-model-gateway/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "routerbase-model-gateway", 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.
routerbase-model-gatewayIntegrate and route AI model requests through RouterBase. An agent skill from davepoon/buildwithclaude.
Routerbase Model Gateway is an agent skill from davepoon/buildwithclaude. Integrate and route AI model requests through RouterBase. Use when migrating OpenAI-compatible clients, choosing model IDs, configuring fallbacks, or building chat, image, video, audio, speech, and embedding workflows.
Its SKILL.md is about 1.1k 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. It works with OpenAI. The repository describes itself as: A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw. The licence is MIT.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 616deb5. 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 javascript and markdown).
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:
routerbase.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
ROUTERBASE_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Routerbase Model Gateway loads about 1.1k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 477 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.
The full file from davepoon/buildwithclaude at commit 616deb5, republished under its MIT licence (© davepoon). 477 words, ~1,149 tokens.
.claude/skills/routerbase-model-gateway/SKILL.md (or your agent's skills folder).Use routerbase as an OpenAI-compatible model gateway for chat, image, video, audio, speech, and embedding workloads. This skill helps agents migrate existing SDK clients, keep credentials private, choose model IDs, and document safe fallback behavior.
https://routerbase.com/v1.ROUTERBASE_API_KEY as a server-side secret.Use routerbase-model-gateway to migrate this OpenAI chat integration to RouterBase.Use routerbase-model-gateway to design a fallback model plan for low-latency support chat.Use routerbase-model-gateway to add image and video generation with safe polling and storage.Prefer the user's existing OpenAI-compatible SDK. Change the base URL, store the API key in environment configuration, and keep request payloads standard.
import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.ROUTERBASE_API_KEY,
baseURL: process.env.ROUTERBASE_BASE_URL || "https://routerbase.com/v1",
});
const response = await client.chat.completions.create({
model: "google/gemini-2.5-flash",
messages: [{ role: "user", content: "Write one sentence about model routing." }],
});When recommending models, return a table like this:
| Use case | Primary model | Fallback model | Reason | Validation |
| --- | --- | --- | --- | --- |
| Support chat | model-id | model-id | Low latency and tool support | Run fixture prompts and compare output shape |Treat model IDs, pricing, and availability as live data. If a live catalog check is not possible, mark examples clearly and tell the user what must be verified before production.
ROUTERBASE_API_KEY, wrong environment, or server-side secret not loaded./v1, wrong media endpoint, or client still pointing at another provider.response_format or no downstream schema validation.Return:
© davepoon, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugins/all-skills/skills/routerbase-model-gateway of davepoon/buildwithclaude.
Open the folder on GitHubat commit 616deb5
Routerbase Model Gateway 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 |
|---|---|---|---|---|---|---|
| Routerbase Model Gateway this skilldavepoon/buildwithclaude | 3.6k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Chroma Vector DatabaseOrchestra-Research/AI-Research-SKILLs | 13k | 7 repos | ~2.3k | Automated safety check: Pass | MIT | |
| 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 | |
| Xsaimoeru-ai/airi | 50k | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Embedding Strategieswshobson/agents | 40k | 10 repos | ~710 | Automated safety check: Pass | MIT |
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.
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.
moeru-ai/airi
A skill your agent uses when the user is building with xsai or any @xsai/ package, or is evaluating xsAI for a small OpenAI-compatible workflow with text generation, streaming, tool calling…
wshobson/agents
Helps choose and tune embedding models for semantic search and RAG: model comparison, chunking, preprocessing, normalization and caching.
azrtydxb/Fastllm-proxy
Send inference requests through the FastLLM OpenAI-compatible gateway — chat completions, completions, embeddings, rerank, score, responses, moderations, audio speech and transcription, image…
davepoon/buildwithclaude
Build, update, and apply iOS design specifications using Apple Human Interface Guidelines (HIG) source data.
davepoon/buildwithclaude
Download YouTube videos with customizable quality and format options.
davepoon/buildwithclaude
A skill your agent uses when the user asks to "analyze video", "watch this video", "what happens in this video", "describe this clip", "review this footage", "classify these videos", "compare…
davepoon/buildwithclaude
Discover Atlas Cloud image and video models, inspect their live schemas, and submit one confirmed media generation request with bounded GET polling.
davepoon/buildwithclaude
面向没有编程经验的用户,把想法做成可试用的浏览器插件,并完成检查、商店材料、审核提交和上线验证;也用于继续已有插件、排错和发布新版。用户说“帮我做个插件”“把插件上架”“继续我的插件”时使用。普通网站开发、仅查询插件知识不触发。
davepoon/buildwithclaude
Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives.
Works with
Categories
Integrate and route AI model requests through RouterBase. An agent skill from davepoon/buildwithclaude. Routerbase Model Gateway is an agent skill from davepoon/buildwithclaude. Integrate and route AI model requests through RouterBase.
Routerbase Model Gateway fits situations like: migrating OpenAI-compatible clients; choosing model IDs; configuring fallbacks; embedding workflows.
Run `npx skills add davepoon/buildwithclaude --skill routerbase-model-gateway -a claude-code`. Or copy the skill folder (plugins/all-skills/skills/routerbase-model-gateway in davepoon/buildwithclaude) into .claude/skills/routerbase-model-gateway in your project. Claude Code loads it when a task matches its description.
Run `npx skills add davepoon/buildwithclaude --skill routerbase-model-gateway -a codex`. Or copy the skill folder (plugins/all-skills/skills/routerbase-model-gateway in davepoon/buildwithclaude) into .agents/skills/routerbase-model-gateway 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 davepoon/buildwithclaude --skill routerbase-model-gateway -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/routerbase-model-gateway, .gemini/skills/routerbase-model-gateway, .github/skills/routerbase-model-gateway and .opencode/skills/routerbase-model-gateway in your project.
Going by SKILL.md and its folder, Routerbase Model Gateway needs credentials named ROUTERBASE_API_KEY. Our summary lists: A credential in ROUTERBASE_API_KEY.
SKILL.md names 1 domain. In commands or code: routerbase.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.
Routerbase Model Gateway is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.6k 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 Routerbase Model Gateway: Chroma Vector Database (Orchestra-Research/AI-Research-SKILLs, 13k stars), Codebase Management (giancarloerra/SocratiCode, 3.3k stars), CLIP Image-Text Matching (Orchestra-Research/AI-Research-SKILLs, 13k stars) and Xsai (moeru-ai/airi, 50k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
davepoon (a GitHub user) maintains it in davepoon/buildwithclaude, which has 3,605 GitHub stars. The repository holds 246 skills in this directory. The repository was last updated on October 9, 2026.
Source: davepoon/buildwithclaude on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.