Market Data
zhongkaifu/TensorSharp
Use only for current stock/share prices, ticker quotes, and financial market movers (gainers, losers, most-traded shares).
Opinionated app components building on top of ./ui primitives
Install App
$ npx skills add JakeATX/llamAmpere --skill app -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install JakeATX/llamAmpere app --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/JakeATX/llamAmpere.git skills-src && mkdir -p .claude/skills && cp -r skills-src/tools/ui/src/lib/components/app .claude/skills/app && 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 "app" agent skill from https://github.com/JakeATX/llamAmpere/tree/main/tools/ui/src/lib/components/app into .claude/skills/app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "app", 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/JakeATX/llamAmpere/tree/main/tools/ui/src/lib/components/appType 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 JakeATX/llamAmpere --skill app -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install JakeATX/llamAmpere app --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JakeATX/llamAmpere.git skills-src && mkdir -p .agents/skills && cp -r skills-src/tools/ui/src/lib/components/app .agents/skills/app && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "app" agent skill from https://github.com/JakeATX/llamAmpere/tree/main/tools/ui/src/lib/components/app into .agents/skills/app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "app", 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 JakeATX/llamAmpere --skill app -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install JakeATX/llamAmpere app --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JakeATX/llamAmpere.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/tools/ui/src/lib/components/app .cursor/skills/app && 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 "app" agent skill from https://github.com/JakeATX/llamAmpere/tree/main/tools/ui/src/lib/components/app into .cursor/skills/app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "app", 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/JakeATX/llamAmpere.git --path tools/ui/src/lib/components/app--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 JakeATX/llamAmpere --skill app -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install JakeATX/llamAmpere app --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JakeATX/llamAmpere.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/tools/ui/src/lib/components/app .gemini/skills/app && 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 "app" agent skill from https://github.com/JakeATX/llamAmpere/tree/main/tools/ui/src/lib/components/app into .gemini/skills/app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "app", 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 JakeATX/llamAmpere appInstalls 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 JakeATX/llamAmpere --skill app -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/JakeATX/llamAmpere.git skills-src && mkdir -p .github/skills && cp -r skills-src/tools/ui/src/lib/components/app .github/skills/app && 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 "app" agent skill from https://github.com/JakeATX/llamAmpere/tree/main/tools/ui/src/lib/components/app into .github/skills/app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "app", 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 JakeATX/llamAmpere --skill app -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install JakeATX/llamAmpere app --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JakeATX/llamAmpere.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/tools/ui/src/lib/components/app .opencode/skills/app && 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 "app" agent skill from https://github.com/JakeATX/llamAmpere/tree/main/tools/ui/src/lib/components/app into .opencode/skills/app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "app", 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
app- GitHub stars
- 148
- Token cost
- ~146 tokens
- SKILL.md length
- 73 words
- Files
- 280
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- MIT
At a glance
Opinionated app components building on top of ./ui primitives
- Tasks that involve LLM inference and serving
- Runs TypeScript scripts from its folder
What it does
App is an agent skill from JakeATX/llamAmpere. Opinionated app components building on top of ./ui primitives
Its SKILL.md is about 150 tokens, which your agent loads only when the skill is triggered. The skill folder holds 286 other files (for example `actions/index.ts` and `badges/index.ts`).
It sits in AI & LLM Engineering, covering LLM inference and serving. It works with llama.cpp, Qwen and CUDA. The repository describes itself as: llama.cpp fork for significantly improved performance on Ampere (especially RTX 3090 / 3090 Ti): example: 95+ tok/s over a 100K-token generation at temperature 1 for qwen3.8… The licence is MIT.
When your agent uses it
- Tasks that involve LLM inference and serving
Example prompts
- “/app”
Requirements
- Node.js
What it can do on your machine
Read from SKILL.md and the folder at commit 93ac427. 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
Ships script files (TypeScript, from the files we listed), which the agent can run.
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
App loads about 146 tokens when it runs. Until then it costs about 16 tokens; SKILL.md has 73 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
The full file from JakeATX/llamAmpere at commit 93ac427, republished under its MIT licence (© JakeATX). 73 words, ~146 tokens.
Download SKILL.mdSave it as
.claude/skills/app/SKILL.md (or your agent's skills folder). This skill also uses 279 other files; get the full folder from GitHub.- name
- app
- description
- Opinionated app components building on top of ./ui primitives
- Can include business logic and state management
- Can include data fetching and caching logic
- Should use original spelling for HTML-native events and
camelCasefor custom events - Props and markup attributes should be listed alphabetically
- Use JS Objects and Arrays for CSS classes and styles when they are dynamic
- Whenever there can be repetition in the component's markup, if it's too small to be decoupled as a separate component — use Svelte 5's
{#snippet}+{@render}
© JakeATX, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 279 other files in tools/ui/src/lib/components/app of JakeATX/llamAmpere.
- SKILL.md
- actions/ActionIcon.svelte
- actions/ActionIconCopyToClipboard.svelte
- actions/index.ts
- badges/BadgeInfo.svelte
- badges/BadgesModality.svelte
- badges/index.ts
- chat/ChatAttachments/ChatAttachmentsList/ChatAttachmentsList.svelte
- chat/ChatAttachments/ChatAttachmentsList/ChatAttachmentsListItem/ChatAttachmentsListItem.svelte
- chat/ChatAttachments/ChatAttachmentsList/ChatAttachmentsListItem/ChatAttachmentsListItemMcpPrompt.svelte
- chat/ChatAttachments/ChatAttachmentsList/ChatAttachmentsListItem/ChatAttachmentsListItemMcpResource.svelte
- chat/ChatAttachments/ChatAttachmentsList/ChatAttachmentsListItem/ChatAttachmentsListItemThumbnailFile.svelte
- chat/ChatAttachments/ChatAttachmentsList/ChatAttachmentsListItem/ChatAttachmentsListItemThumbnailImage.svelte
- chat/ChatAttachments/ChatAttachmentsPreview/ChatAttachmentsPreview.svelte
- … and 266 more
Open the folder on GitHubat commit 93ac427
Compare with similar skills
App 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 |
|---|---|---|---|---|---|---|
| App this skillJakeATX/llamAmpere | 148 | — | ~146 | Automated safety check: Pass | MIT | |
| Market Datazhongkaifu/TensorSharp | 557 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | |
| Qwen Mtp GgufR6410418/Jackrong-llm-finetuning-guide | 1.7k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Model Serving MinefieldBlackwellboy/model-serving-minefield | 135 | — | ~2.1k | Automated safety check: Pass | MIT | |
| Add Modelguoqingbao/xinfer | 333 | — | ~4.2k | Automated safety check: Notes | MIT | |
| Hugging Face Local Modelshuggingface/skills | 11k | 3 repos | ~945 | Automated safety check: Pass | Apache-2.0 |
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Model Serving Minefield
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Diagnose OpenAI-compatible model-serving failures from symptoms, endpoint reports, explicit configuration files, or logs while preserving evidence status and requiring confirm/refute checks.
Add Model
guoqingbao/xinfer
Adapt and port new LLM model architectures to this xinfer project.
- Official
Hugging Face Local Models
huggingface/skills
Finds llama.cpp-compatible GGUF models on the Hugging Face Hub, picks a quantization for your hardware and launches them with llama-cli or llama-server.
Resolve
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Always resolve Hugging Face models via model-shelf before any download.
More from JakeATX/llamAmpere
Add New Model
JakeATX/llamAmpere
Guided workflow for adding a new model architecture to llama.cpp.
Code Review
JakeATX/llamAmpere
Review llama.cpp changes against project conventions and common reviewer pitfalls before a PR.
Related
Categories
Questions about App
What does App do?
Opinionated app components building on top of ./ui primitives. App is an agent skill from JakeATX/llamAmpere.
When should I use App?
App fits situations like: tasks that involve LLM inference and serving.
How do I install App in Claude Code?
Run `npx skills add JakeATX/llamAmpere --skill app -a claude-code`. Or copy the skill folder (tools/ui/src/lib/components/app in JakeATX/llamAmpere) into .claude/skills/app in your project. Claude Code loads it when a task matches its description.
How do I install App in Codex?
Run `npx skills add JakeATX/llamAmpere --skill app -a codex`. Or copy the skill folder (tools/ui/src/lib/components/app in JakeATX/llamAmpere) into .agents/skills/app in your project. Codex loads it when a task matches its description.
Can I use App 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 JakeATX/llamAmpere --skill app -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/app, .gemini/skills/app, .github/skills/app and .opencode/skills/app in your project.
What does App need to run?
Going by SKILL.md and its folder, App needs TypeScript for the scripts in its folder. Our summary lists: Node.js.
Does App 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 App 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 App use?
App is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does App use?
About 146 tokens (SKILL.md is roughly 584 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 App?
Skills that share tags, products or a category with App: Market Data (zhongkaifu/TensorSharp, 557 stars), Qwen Mtp Gguf (R6410418/Jackrong-llm-finetuning-guide, 1.7k stars), Model Serving Minefield (Blackwellboy/model-serving-minefield, 135 stars) and Add Model (guoqingbao/xinfer, 333 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains App?
JakeATX (a GitHub user) maintains it in JakeATX/llamAmpere, which has 148 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on October 7, 2026.
Source: JakeATX/llamAmpere on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.