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.
Build and verify a fund-backed Ramp virtual-card workflow with least-privilege scopes, idempotency, controlled card-detail delivery, and lifecycle evidence.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill ramp-core-workflow-a -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace ramp-core-workflow-a --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/ramp-core-workflow-a .claude/skills/ramp-core-workflow-a && 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 "ramp-core-workflow-a" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ramp-core-workflow-a into .claude/skills/ramp-core-workflow-a/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ramp-core-workflow-a", 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/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ramp-core-workflow-aType 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 jeremylongshore/tons-of-skills-marketplace --skill ramp-core-workflow-a -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace ramp-core-workflow-a --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/ramp-core-workflow-a .agents/skills/ramp-core-workflow-a && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ramp-core-workflow-a" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ramp-core-workflow-a into .agents/skills/ramp-core-workflow-a/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ramp-core-workflow-a", 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 jeremylongshore/tons-of-skills-marketplace --skill ramp-core-workflow-a -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace ramp-core-workflow-a --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/ramp-core-workflow-a .cursor/skills/ramp-core-workflow-a && 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 "ramp-core-workflow-a" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ramp-core-workflow-a into .cursor/skills/ramp-core-workflow-a/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ramp-core-workflow-a", 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/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/ramp-core-workflow-a--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 jeremylongshore/tons-of-skills-marketplace --skill ramp-core-workflow-a -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace ramp-core-workflow-a --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/ramp-core-workflow-a .gemini/skills/ramp-core-workflow-a && 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 "ramp-core-workflow-a" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ramp-core-workflow-a into .gemini/skills/ramp-core-workflow-a/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ramp-core-workflow-a", 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 jeremylongshore/tons-of-skills-marketplace ramp-core-workflow-aInstalls 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 jeremylongshore/tons-of-skills-marketplace --skill ramp-core-workflow-a -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/ramp-core-workflow-a .github/skills/ramp-core-workflow-a && 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 "ramp-core-workflow-a" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ramp-core-workflow-a into .github/skills/ramp-core-workflow-a/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ramp-core-workflow-a", 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 jeremylongshore/tons-of-skills-marketplace --skill ramp-core-workflow-a -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace ramp-core-workflow-a --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/ramp-core-workflow-a .opencode/skills/ramp-core-workflow-a && 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 "ramp-core-workflow-a" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ramp-core-workflow-a into .opencode/skills/ramp-core-workflow-a/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ramp-core-workflow-a", 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.
ramp-core-workflow-aBuild and verify a fund-backed Ramp virtual-card workflow with least-privilege scopes, idempotency, controlled card-detail delivery, and lifecycle evidence.
Ramp Core Workflow A is an agent skill from jeremylongshore/tons-of-skills-marketplace. Build and verify a fund-backed Ramp virtual-card workflow with least-privilege scopes, idempotency, controlled card-detail delivery, and lifecycle evidence. Use when issuing virtual cards or embedding card details. Trigger with "issue Ramp virtual card" or "Ramp embedded card".
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Requires current Ramp Developer API documentation and approved access for any live financial, card, identity, accounting, application, or configuration change
It sits in AI & LLM Engineering, covering Embeddings. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepWriteEditFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires current Ramp Developer API documentation and approved access for any live financial, card, identity, accounting, application, or configuration change
From compatibility in the SKILL.md frontmatter.
Ramp Core Workflow A loads about 1.4k tokens when it runs, and up to ~1.6k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 662 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 jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 662 words, ~1,399 tokens.
.claude/skills/ramp-core-workflow-a/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Create the spend authority first, then issue or expose the card through the supported delivery surface. Prefer Ramp's embedded iframe when a person needs to see card details; use the Vault API only for an approved server-side payment flow.
references/official-docs.md and re-check endpoint schemas, scopes, limits, and support status before a live operation.Use a server-side Ramp OAuth bearer token from the selected environment with only the required Funds, Virtual Cards, or Embedded Cards scopes. Never send the bearer token to browser code; the backend mints the short-lived embed token. Vault access also requires its documented scopes and Ramp production approval.
Record the cardholder or service purpose, business entity, owner, amount and interval, eligible spend, expiration, approval path, and termination trigger.
Choose embedded iframe or Vault delivery and document why the lower-exposure option is insufficient if selecting Vault.
In sandbox, create the required Fund or spend-control object with a unique idempotency key, then capture the returned card identifier without card details.
For embedded delivery, verify the exact parent origin and mint short-lived embed tokens on demand from the backend; never expose the Ramp access token to the browser.
Exercise suspension or fund termination, reconcile final state through a read, and preserve the approval, object IDs, idempotency keys, and rollback result.
The budget owner approves spend authority; the application and security owners approve delivery architecture. Vault production access requires Ramp approval and the organization's PCI review.
A purpose-and-control record, scope matrix, sandbox creation receipt, safe delivery design, lifecycle verification, and named owner for suspension, termination, and incident response.
| Condition | Response |
|---|---|
| Origin verification fails | Confirm exact HTTPS origin, public verification file bytes, timeout, and absence of redirects or wildcard hosts. |
| A create response is ambiguous | Query by the durable business key or reconcile the deferred task before reusing the idempotency key. |
| A backend receives card details unexpectedly | Contain the data, stop logging, involve security, and redesign around the embedded iframe unless Vault is explicitly approved. |
Issue a monthly software fund and virtual card, render it through a verified staging iframe, then terminate the sandbox fund.
Design an approved backend travel-booking flow using Vault while keeping card data out of general logs, queues, and analytics.
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in skills/.curated/ramp-core-workflow-a of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Ramp Core Workflow A 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 |
|---|---|---|---|---|---|---|
| Ramp Core Workflow A this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.4k | Automated safety check: Pass | MIT | |
| 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.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Categories
Build and verify a fund-backed Ramp virtual-card workflow with least-privilege scopes, idempotency, controlled card-detail delivery, and lifecycle evidence. Ramp Core Workflow A is an agent skill from jeremylongshore/tons-of-skills-marketplace. Build and verify a fund-backed Ramp virtual-card workflow with least-privilege scopes, idempotency, controlled card-detail delivery, and lifecycle evidence.
Ramp Core Workflow A fits situations like: issuing virtual cards; embedding card details; with issue Ramp virtual card; ramp embedded card.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill ramp-core-workflow-a -a claude-code`. Or copy the skill folder (skills/.curated/ramp-core-workflow-a in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/ramp-core-workflow-a in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill ramp-core-workflow-a -a codex`. Or copy the skill folder (skills/.curated/ramp-core-workflow-a in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/ramp-core-workflow-a 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 jeremylongshore/tons-of-skills-marketplace --skill ramp-core-workflow-a -a cursor` (or -a -a, -a or -a for the others). To copy it by hand, put the folder in .cursor/skills/ramp-core-workflow-a, .gemini/skills/ramp-core-workflow-a, .github/skills/ramp-core-workflow-a and .opencode/skills/ramp-core-workflow-a in your project.
SKILL.md names no scripts, command-line tools or credentials: Ramp Core Workflow A is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Requires current Ramp Developer API documentation and approved access for any live financial, card, identity, accounting, application, or configuration change.
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.
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.
Ramp Core Workflow A is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 211 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Ramp Core Workflow A: 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.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.