Cosmos3 Env Troubleshoot
NVIDIA/cosmos-framework
Diagnose and fix Cosmos3 environment, installation, and runtime errors.
Use this repo skill for QuIP quip-miner, the Substrate-integrated quantum mining CLI, when configuring or operating CPU/CUDA/Metal/Modal/QPU miners, managing hybrid wallets/bootstrap/identity…
$ npx skills add VectorSpaceLab/AREX-Skill --skill quip-miner -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install VectorSpaceLab/AREX-Skill quip-miner --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/VectorSpaceLab/AREX-Skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/repositories/repo-skills/quip-miner .claude/skills/quip-miner && 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 "quip-miner" agent skill from https://github.com/VectorSpaceLab/AREX-Skill/tree/main/skills/repositories/repo-skills/quip-miner into .claude/skills/quip-miner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quip-miner", 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/VectorSpaceLab/AREX-Skill/tree/main/skills/repositories/repo-skills/quip-minerType 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 VectorSpaceLab/AREX-Skill --skill quip-miner -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install VectorSpaceLab/AREX-Skill quip-miner --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VectorSpaceLab/AREX-Skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/repositories/repo-skills/quip-miner .agents/skills/quip-miner && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "quip-miner" agent skill from https://github.com/VectorSpaceLab/AREX-Skill/tree/main/skills/repositories/repo-skills/quip-miner into .agents/skills/quip-miner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quip-miner", 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 VectorSpaceLab/AREX-Skill --skill quip-miner -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install VectorSpaceLab/AREX-Skill quip-miner --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VectorSpaceLab/AREX-Skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/repositories/repo-skills/quip-miner .cursor/skills/quip-miner && 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 "quip-miner" agent skill from https://github.com/VectorSpaceLab/AREX-Skill/tree/main/skills/repositories/repo-skills/quip-miner into .cursor/skills/quip-miner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quip-miner", 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/VectorSpaceLab/AREX-Skill.git --path skills/repositories/repo-skills/quip-miner--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 VectorSpaceLab/AREX-Skill --skill quip-miner -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install VectorSpaceLab/AREX-Skill quip-miner --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VectorSpaceLab/AREX-Skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/repositories/repo-skills/quip-miner .gemini/skills/quip-miner && 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 "quip-miner" agent skill from https://github.com/VectorSpaceLab/AREX-Skill/tree/main/skills/repositories/repo-skills/quip-miner into .gemini/skills/quip-miner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quip-miner", 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 VectorSpaceLab/AREX-Skill quip-minerInstalls 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 VectorSpaceLab/AREX-Skill --skill quip-miner -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/VectorSpaceLab/AREX-Skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/repositories/repo-skills/quip-miner .github/skills/quip-miner && 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 "quip-miner" agent skill from https://github.com/VectorSpaceLab/AREX-Skill/tree/main/skills/repositories/repo-skills/quip-miner into .github/skills/quip-miner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quip-miner", 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 VectorSpaceLab/AREX-Skill --skill quip-miner -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install VectorSpaceLab/AREX-Skill quip-miner --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VectorSpaceLab/AREX-Skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/repositories/repo-skills/quip-miner .opencode/skills/quip-miner && 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 "quip-miner" agent skill from https://github.com/VectorSpaceLab/AREX-Skill/tree/main/skills/repositories/repo-skills/quip-miner into .opencode/skills/quip-miner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quip-miner", 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.
quip-minerUse this repo skill for QuIP quip-miner, the Substrate-integrated quantum mining CLI, when configuring or operating CPU/CUDA/Metal/Modal/QPU miners, managing hybrid wallets/bootstrap/identity…
Quip Miner is an agent skill from VectorSpaceLab/AREX-Skill. Use this repo skill for QuIP quip-miner, the Substrate-integrated quantum mining CLI, when configuring or operating CPU/CUDA/Metal/Modal/QPU miners, managing hybrid wallets/bootstrap/identity, telemetry, topology/proof validation, deployment, or maintainer tests.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `references/installation-and-environment.md`, `references/repo-provenance.md` and `references/repo-routing-metadata.json`).
It sits in DevOps & Cloud. It works with CUDA. The repository describes itself as: A Skill Library for Automated Machine Learning. The licence is AGPL-3.0.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit ac3fe1a. 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 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pythonFrom 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 these keys or tokens, usually read from environment variables:
DWAVE_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Quip Miner loads about 1.4k tokens when it runs, and up to ~3.9k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 530 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 VectorSpaceLab/AREX-Skill at commit ac3fe1a, republished under its AGPL-3.0 licence (© VectorSpaceLab). 530 words, ~1,374 tokens.
.claude/skills/quip-miner/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.Use this skill when a task involves the quip-miner command, the quip-protocol Python package, QuIP quantum proof-of-work mining, Substrate validator integration, miner configuration, hybrid signing wallets, telemetry, topology/proof tools, or repo maintenance for this codebase.
Python: 3.10+.
Package identity check:
python -c "from importlib.metadata import version; import quip_cli; print(version('quip-protocol'))"CLI check:
quip-miner --helpFrom a source checkout, install only the extras needed for the target backend:
python -m pip install -e . # base + CPU/QPU package surface
python -m pip install -e '.[cuda]' # NVIDIA CUDA backend
python -m pip install -e '.[metal]' # Apple Silicon Metal backend
python -m pip install -e '.[dev]' # pytest and pytest-asyncioQuick environment probe:
python scripts/quip_backend_probe.py --jsonRead references/installation-and-environment.md before diagnosing optional dependencies or backend availability.
sub-skills/config-supervisor-deployment/SKILL.md for TOML schema, [miner] vs backend sections, resolve-mode(s), top-level quip-miner --config, Docker /data/config.toml, telemetry bind settings, and systemd/container caveats.sub-skills/identity-wallet-bootstrap/SKILL.md for keygen, bootstrap, faucet/dev seeding, NodeDescriptor identify, signer file safety, and mempool solver registration/deregistration.sub-skills/mining-backends/SKILL.md for quip-miner cpu, gpu, qpu, CPU SA, CUDA, Metal, Modal, D-Wave/gate-model QPUs, QPU budget knobs, unified streaming, and PoW/mempool scheduling.sub-skills/telemetry-attempt-archive/SKILL.md for /api/v1 endpoints, snapshot aggregation, node health checks, QUIP_RUNTIME_DIR, QUIP_MINING_ATTEMPTS_DIR, and per-solution mining attempt/solution archives.sub-skills/topology-proof-validation/SKILL.md for dwave_topologies, Advantage2/Zephyr topology files, D-Wave h/J ranges, proof-chain download/revalidation, and dumped BQM records.sub-skills/maintainer-testing-release/SKILL.md for targeted pytest, CI invariants, no-inline-sampling lint, PyInstaller selftest, versioning, and hang-debugging procedures.quip-miner --config config.toml is the production entry point. Direct subcommands (cpu, gpu, qpu) are useful for focused runs and tests.--mode cpu|gpu|qpu is CLI-only narrowing for a multi-backend config; there is no config-file key for mode selection.mempool = false or true inside [cpu], [gpu], [metal], [modal], or a QPU vendor section such as [dwave]. A [miner] mempool key is invalid.--topology to live mining commands.DWAVE_API_KEY; other providers use their own environment/profile mechanisms._sample/_sample_batch mining paths.threading.Thread-based mining or telemetry workers.python sub-skills/maintainer-testing-release/scripts/lint_no_inline_sampling.py --repo-root <checkout> when sampling code changed.references/installation-and-environment.md — install extras, first checks, backend availability, package facts.references/troubleshooting.md — cross-cutting installation, validator, config, secrets, telemetry, and backend failures.references/repo-provenance.md — source snapshot and evidence paths used to build this skill; refresh when the repository drifts.references/repo-routing-metadata.json — structured router metadata for managed repo-skill import.© VectorSpaceLab, AGPL-3.0. 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 7 other files (scripts, references) in skills/repositories/repo-skills/quip-miner of VectorSpaceLab/AREX-Skill.
Open the folder on GitHubat commit ac3fe1a
Quip Miner 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 |
|---|---|---|---|---|---|---|
| Quip Miner this skillVectorSpaceLab/AREX-Skill | 331 | — | ~1.4k | Automated safety check: Pass | AGPL-3.0 | |
| Cosmos3 Env TroubleshootNVIDIA/cosmos-framework | 560 | — | ~1.3k | Automated safety check: Notes | Custom licence | |
| Install Miles Diffusionradixark/miles_diffusion | 110 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Init GPU Serverdrawthingsai/draw-things-community | 584 | — | ~2.2k | Automated safety check: Pass | GPL-3.0 | |
| Cosmos3 SetupNVIDIA/cosmos-framework | 560 | — | ~1.1k | Automated safety check: Notes | Custom licence | |
| Kermt SetupNVIDIA/skills | 3.6k | 1 repos | ~1.7k | Automated safety check: Pass | Apache-2.0 |
NVIDIA/cosmos-framework
Diagnose and fix Cosmos3 environment, installation, and runtime errors.
radixark/miles_diffusion
Fallback installer for milesdiffusion on a bare CUDA 12.9 Linux GPU box, reproducing the official radixark/milesdiffusion image's package versions and verifying them.
drawthingsai/draw-things-community
Initialize a Draw Things GPU server with GPUScript, including script sync, Docker/CUDA/NVIDIA runtime setup, 7T data disk mounting, mergerfs, and end-to-end GPU verification.
NVIDIA/cosmos-framework
Guide users through Cosmos3 installation, environment setup, checkpoint downloading, and verification.
NVIDIA/skills
Bootstrap the KERMT agent environment — verify host docker + nvidia-container-toolkit, build the kermt:latest image from the repo's Dockerfile if it doesn't yet exist, and run a GPU smoke test…
NVIDIA/skills
Host setup for TAO GPU backends. An agent skill from NVIDIA/skills.
VectorSpaceLab/AREX-Skill
Use this repo skill for Agent Lightning package tasks: authoring trainable agents, tracing rewards and spans, running LightningStore/Trainer loops, using agl CLI services, choosing examples, and…
VectorSpaceLab/AREX-Skill
A skill your agent uses when configuring LiteLLM for MCP tools, A2A agents, Claude Code/Cursor agent gateway traffic, MCP auth/OAuth, tool permissions, semantic filtering, or agent-specific proxy…
VectorSpaceLab/AREX-Skill
Build and debug DB-GPT agents, tools, skills, teams, and AWEL workflows, including deterministic local DAG runs and HTTP-trigger topology without assuming an LLM, credential, or external service.
VectorSpaceLab/AREX-Skill
Work on the actively maintained LangChain v1 agent package: initchatmodel, createagent, structured output, tools, middleware, embeddings initialization, provider routing, and agent runtime…
VectorSpaceLab/AREX-Skill
A skill your agent uses for giskard.agents async chat workflows, tools, prompt templates, structured outputs, retries, rate limiting, embeddings, and optional LiteLLM backend.
VectorSpaceLab/AREX-Skill
A skill your agent uses for AlphaFold 3 input preparation, prediction command planning, output interpretation, and Python API inspection.
Works with
Categories
Use this repo skill for QuIP quip-miner, the Substrate-integrated quantum mining CLI, when configuring or operating CPU/CUDA/Metal/Modal/QPU miners, managing hybrid wallets/bootstrap/identity…. Quip Miner is an agent skill from VectorSpaceLab/AREX-Skill. Use this repo skill for QuIP quip-miner, the Substrate-integrated quantum mining CLI, when configuring or operating CPU/CUDA/Metal/Modal/QPU miners, managing hybrid wallets/bootstrap/identity, telemetry, topology/proof validation, deployment, or maintainer tests.
Quip Miner fits situations like: devOps & Cloud work in your project.
Run `npx skills add VectorSpaceLab/AREX-Skill --skill quip-miner -a claude-code`. Or copy the skill folder (skills/repositories/repo-skills/quip-miner in VectorSpaceLab/AREX-Skill) into .claude/skills/quip-miner in your project. Claude Code loads it when a task matches its description.
Run `npx skills add VectorSpaceLab/AREX-Skill --skill quip-miner -a codex`. Or copy the skill folder (skills/repositories/repo-skills/quip-miner in VectorSpaceLab/AREX-Skill) into .agents/skills/quip-miner 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 VectorSpaceLab/AREX-Skill --skill quip-miner -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/quip-miner, .gemini/skills/quip-miner, .github/skills/quip-miner and .opencode/skills/quip-miner in your project.
Going by SKILL.md and its folder, Quip Miner needs Python for the scripts in its folder, the command-line tools its instructions call (python) and credentials named DWAVE_API_KEY. Our summary lists: Python 3; Docker; A credential in DWAVE_API_KEY.
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.
Quip Miner is published under the AGPL-3.0 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 5.5k 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 2.5k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Quip Miner: Cosmos3 Env Troubleshoot (NVIDIA/cosmos-framework, 560 stars), Install Miles Diffusion (radixark/miles_diffusion, 110 stars), Init GPU Server (drawthingsai/draw-things-community, 584 stars) and Cosmos3 Setup (NVIDIA/cosmos-framework, 560 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
VectorSpaceLab (a GitHub organization) maintains it in VectorSpaceLab/AREX-Skill, which has 331 GitHub stars. The repository holds 157 skills in this directory. The repository was last updated on September 3, 2026.
Source: VectorSpaceLab/AREX-Skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.