Llama Cpp
magnus919/agent-skills
Operate, configure, benchmark, and troubleshoot llama.cpp across CPU, Metal, CUDA, HIP/ROCm, Vulkan, SYCL, and hybrid or multi-GPU systems.
Set up, install, and configure CONFIDE local de-identification — installs Python deps (natasha, scrubadub, phonenumbers, pymorphy2), ensures Ollama + pulls the default qwen2.5:3b model, detects…
$ npx skills add glebis/claude-skills --skill setup -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install glebis/claude-skills setup --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/glebis/claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/confide/skills/setup .claude/skills/setup && 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 "setup" agent skill from https://github.com/glebis/claude-skills/tree/main/confide/skills/setup into .claude/skills/setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup", 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/glebis/claude-skills/tree/main/confide/skills/setupType 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 glebis/claude-skills --skill setup -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install glebis/claude-skills setup --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/glebis/claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/confide/skills/setup .agents/skills/setup && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "setup" agent skill from https://github.com/glebis/claude-skills/tree/main/confide/skills/setup into .agents/skills/setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup", 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 glebis/claude-skills --skill setup -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install glebis/claude-skills setup --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/glebis/claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/confide/skills/setup .cursor/skills/setup && 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 "setup" agent skill from https://github.com/glebis/claude-skills/tree/main/confide/skills/setup into .cursor/skills/setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup", 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/glebis/claude-skills.git --path confide/skills/setup--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 glebis/claude-skills --skill setup -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install glebis/claude-skills setup --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/glebis/claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/confide/skills/setup .gemini/skills/setup && 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 "setup" agent skill from https://github.com/glebis/claude-skills/tree/main/confide/skills/setup into .gemini/skills/setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup", 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 glebis/claude-skills setupInstalls 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 glebis/claude-skills --skill setup -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/glebis/claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/confide/skills/setup .github/skills/setup && 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 "setup" agent skill from https://github.com/glebis/claude-skills/tree/main/confide/skills/setup into .github/skills/setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup", 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 glebis/claude-skills --skill setup -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install glebis/claude-skills setup --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/glebis/claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/confide/skills/setup .opencode/skills/setup && 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 "setup" agent skill from https://github.com/glebis/claude-skills/tree/main/confide/skills/setup into .opencode/skills/setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup", 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.
setupSet up, install, and configure CONFIDE local de-identification — installs Python deps (natasha, scrubadub, phonenumbers, pymorphy2), ensures Ollama + pulls the default qwen2.5:3b model, detects…
Setup is an agent skill from glebis/claude-skills. Set up, install, and configure CONFIDE local de-identification — installs Python deps (natasha, scrubadub, phonenumbers, pymorphy2), ensures Ollama + pulls the default qwen2.5:3b model, detects optional llama.cpp, and writes the optimal-default config so confide:anon and confide:red work with zero further config. Everything is local-first; raw text never leaves the machine. Use when the user says "set up confide", "install confide", "configure confide de-id", "confide setup", or "get confide ready".
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/setup.py`).
It sits in AI & LLM Engineering, covering LLM inference and serving. It works with Ollama, llama.cpp and Python. The repository describes itself as: Collection of Claude Code skills for enhanced AI workflows. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 7524dff. 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.
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3ollamaFrom 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.
Setup loads about 1.1k tokens when it runs. Until then it costs about 128 tokens; SKILL.md has 348 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); the scripts in this folder are not scanned.
The full file from glebis/claude-skills at commit 7524dff, republished under its MIT licence (© glebis). 348 words, ~1,054 tokens.
.claude/skills/setup/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.One-shot installer + optimal-default config writer for the CONFIDE local de-identification
toolkit. After running this, confide:anon (redact a transcript) and confide:red (residual
re-identification risk check) work with no further configuration.
Local-first: all detection and redaction run on the user's machine. Readiness checks and config writing never read, print, or transmit any transcript text or PII — only booleans and the config path.
Trigger phrasings: "set up confide", "install confide", "configure confide de-id", "confide setup", "get confide ready to anonymize".
The entrypoint is scripts/setup.py. It imports the shared core (shared/confide_core.py)
for the canonical DEFAULTS — do not redefine preferences here.
Check readiness (default, no install):
python3 skills/setup/scripts/setup.py --checkPrints a ✓/✗ table: Python deps importable (natasha, scrubadub, phonenumbers, pymorphy2),
Ollama reachable (GET ollama_host/api/tags), the anon_model pulled, llama.cpp on PATH
(optional), and whether the config exists. Booleans only — no PII.
Install everything (best-effort, tolerates failures):
python3 skills/setup/scripts/setup.py --install # core deps + ollama pull
python3 skills/setup/scripts/setup.py --install --with-presidio # + optional EN baselinenatasha scrubadub phonenumbers pymorphy2 pymorphy2-dicts-ru "setuptools<81"
(setuptools<81 supplies pkg_resources for pymorphy2). Optional presidio-analyzer behind
--with-presidio.ollama is on PATH, runs ollama pull qwen2.5:3b.Write the optimal-default config (idempotent):
python3 skills/setup/scripts/setup.py --write-config # writes only if absent
python3 skills/setup/scripts/setup.py --reconfigure # overwrites with defaults
python3 skills/setup/scripts/setup.py --show # print current configOn first run with no config present, the script writes the defaults automatically.
--write-config will not clobber an existing (user-customized) config; use
--reconfigure to force-reset.
Config lives at ~/.config/confide/config.json.
Written from confide_core.DEFAULTS:
| Key | Value | Why |
|---|---|---|
engine | ollama | zero-config, Metal-accelerated, handles long docs (llama.cpp 400s on long RU) |
anon_model | qwen2.5:3b | fast local LLM layer for quasi-PII |
red_attacker_model | qwen2.5:3b | local default; it is a floor — a stronger attacker is the true ceiling |
languages | ["ru", "en"] | bilingual corpus |
layers | ["regex", "natasha", "llm"] | deterministic → RU NER → quasi-PII |
redaction_style | typed_placeholder | [PERSON], [DATE], … (reversible map kept locally, never shipped) |
privacy.local_only | true | raw text never leaves the machine |
privacy.cloud_apis | false | cloud disabled by default |
privacy.cloud_only_on_synthetic | true | cloud attacker only opt-in on synthetic/consented data |
ollama_host | http://localhost:11434 | local Ollama |
confide:red is optional; the local 3b default under-reports risk.readiness(), ensure_config(reconfigure=False),
install(with_presidio=False), show_config().© glebis, 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 (scripts) in confide/skills/setup of glebis/claude-skills.
Open the folder on GitHubat commit 7524dff
Setup 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 |
|---|---|---|---|---|---|---|
| Setup this skillglebis/claude-skills | 389 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Llama Cppmagnus919/agent-skills | 113 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Aider DelegateamElnagdy/delegate-skills | 2.3k | 3 repos | ~3k | Automated safety check: Pass | MIT | |
| Qwen Mtp GgufR6410418/Jackrong-llm-finetuning-guide | 1.7k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Resolvealexziskind1/model-shelf | 130 | — | ~792 | Automated safety check: Pass | MIT | |
| Outlines Structured GenerationOrchestra-Research/AI-Research-SKILLs | 13k | 10 repos | ~4k | Automated safety check: Pass | MIT |
magnus919/agent-skills
Operate, configure, benchmark, and troubleshoot llama.cpp across CPU, Metal, CUDA, HIP/ROCm, Vulkan, SYCL, and hybrid or multi-GPU systems.
amElnagdy/delegate-skills
Delegate a coding task to Aider (aider) as a background implementer, then review its diff and land it yourself.
R6410418/Jackrong-llm-finetuning-guide
Complete agent-ready workflow for Qwen-family MTP or nextn GGUF conversion and release.
alexziskind1/model-shelf
Always resolve Hugging Face models via model-shelf before any download.
Orchestra-Research/AI-Research-SKILLs
Uses the Outlines library to constrain model output to a JSON schema, Pydantic model, regex or fixed set of choices when running local models.
Orchestra-Research/AI-Research-SKILLs
GGUF format and llama.cpp quantization for efficient CPU/GPU inference.
glebis/claude-skills
Runs a human-first workflow for labeling PII spans in a transcript, then scores inter-annotator agreement and drafts an adjudicated gold set.
glebis/claude-skills
Automates a dedicated, logged-in Chrome instance per profile without ever closing the user's own open tabs or browser windows.
glebis/claude-skills
This skill should be used when conducting comprehensive research on any topic using the OpenAI Deep Research API.
glebis/claude-skills
This skill should be used for elimination-style research where the user wants to choose from a shortlist of products, tools, services, vendors, or other options using explicit criteria, numeric…
glebis/claude-skills
Generates a self-contained HTML presentation with article and slides modes, ElevenLabs voiceover narration and optional GPT Image 2 illustrations.
glebis/claude-skills
Writes fictional but realistic coaching or therapy session transcripts for evals, demos and few-shot examples, in several modalities and export formats.
Categories
Set up, install, and configure CONFIDE local de-identification — installs Python deps (natasha, scrubadub, phonenumbers, pymorphy2), ensures Ollama + pulls the default qwen2.5:3b model, detects…. Setup is an agent skill from glebis/claude-skills.cpp, and writes the optimal-default config so confide:anon and confide:red work with zero further config.
Setup fits situations like: the user says set up confide; install confide; configure confide de-id; get confide ready.
Run `npx skills add glebis/claude-skills --skill setup -a claude-code`. Or copy the skill folder (confide/skills/setup in glebis/claude-skills) into .claude/skills/setup in your project. Claude Code loads it when a task matches its description.
Run `npx skills add glebis/claude-skills --skill setup -a codex`. Or copy the skill folder (confide/skills/setup in glebis/claude-skills) into .agents/skills/setup 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 glebis/claude-skills --skill setup -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/setup, .gemini/skills/setup, .github/skills/setup and .opencode/skills/setup in your project.
Going by SKILL.md and its folder, Setup needs Python for the scripts in its folder and the command-line tools its instructions call (python3 and ollama). Our summary lists: Python 3.
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Setup 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 4.2k 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 Setup: Llama Cpp (magnus919/agent-skills, 113 stars), Aider Delegate (amElnagdy/delegate-skills, 2.3k stars), Qwen Mtp Gguf (R6410418/Jackrong-llm-finetuning-guide, 1.7k stars) and Resolve (alexziskind1/model-shelf, 130 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
glebis (a GitHub user) maintains it in glebis/claude-skills, which has 389 GitHub stars. The repository holds 91 skills in this directory. The repository was last updated on September 26, 2026.
Source: glebis/claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.