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withastro/astro
Analyze recent GitHub Actions workflow runs to identify patterns, mistakes, and improvements.
Run a credential-safe disposable Vast.ai GPU CI job with a scoped key, immutable image, cost ceiling, terminal-state deadline, and guaranteed destruction.
Install Vastai CI Integration
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill vastai-ci-integration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace vastai-ci-integration --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/vastai-ci-integration .claude/skills/vastai-ci-integration && 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 "vastai-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/vastai-ci-integration into .claude/skills/vastai-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vastai-ci-integration", 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/vastai-ci-integrationType 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 vastai-ci-integration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace vastai-ci-integration --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/vastai-ci-integration .agents/skills/vastai-ci-integration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "vastai-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/vastai-ci-integration into .agents/skills/vastai-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vastai-ci-integration", 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 vastai-ci-integration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace vastai-ci-integration --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/vastai-ci-integration .cursor/skills/vastai-ci-integration && 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 "vastai-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/vastai-ci-integration into .cursor/skills/vastai-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vastai-ci-integration", 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/vastai-ci-integration--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 vastai-ci-integration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace vastai-ci-integration --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/vastai-ci-integration .gemini/skills/vastai-ci-integration && 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 "vastai-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/vastai-ci-integration into .gemini/skills/vastai-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vastai-ci-integration", 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 vastai-ci-integrationInstalls 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 vastai-ci-integration -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/vastai-ci-integration .github/skills/vastai-ci-integration && 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 "vastai-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/vastai-ci-integration into .github/skills/vastai-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vastai-ci-integration", 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 vastai-ci-integration -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 vastai-ci-integration --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/vastai-ci-integration .opencode/skills/vastai-ci-integration && 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 "vastai-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/vastai-ci-integration into .opencode/skills/vastai-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vastai-ci-integration", 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
vastai-ci-integration- GitHub stars
- 2.8k
- Token cost
- ~1k tokens
- SKILL.md length
- 444 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Run a credential-safe disposable Vast.ai GPU CI job with a scoped key, immutable image, cost ceiling, terminal-state deadline, and guaranteed destruction.
- Works in 6 steps: Gate before provisioning → Create a scoped run manifest → Provision one resource → …
- GPU-only acceptance must run in CI
- SKILL.md covers Overview, Prerequisites, Instructions and Authentication, plus 5 more sections
- Needs VAST_API_KEY
What it does
Vastai CI Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Run a credential-safe disposable Vast.ai GPU CI job with a scoped key, immutable image, cost ceiling, terminal-state deadline, and guaranteed destruction. Use when GPU-only acceptance must run in CI. Trigger with: "run GPU tests in CI", "add Vast.ai to GitHub Actions", "make Vast.ai CI clean up".
Its SKILL.md is about 1k 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 a CI secret store, current Vast.ai CLI, immutable test image, registered SSH key, and a disposable test budget.
It sits in DevOps & Cloud, covering CI/CD. It works with GitHub Actions. 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.
When your agent uses it
- GPU-only acceptance must run in CI
- With: run GPU tests in CI
- Add Vast.ai to GitHub Actions
- Make Vast.ai CI clean up
Example prompts
- “run GPU tests in CI”
- “add Vast.ai to GitHub Actions”
- “make Vast.ai CI clean up”
- “/vastai-ci-integration”
Requirements
- A credential in VAST_API_KEY
- Compatibility (from SKILL.md): Requires a CI secret store, current Vast.ai CLI, immutable test image, registered SSH key, and a disposable test budget.
- Pre-approved tools (allowed-tools): Read, Grep, Write, Edit
Workflow steps
6 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGrepWriteEdit
From allowed-tools in the SKILL.md frontmatter.
Runs code
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.
Network
Links to these hosts (documentation or services it may open):
docs.vast.aigithub.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
VAST_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Requires a CI secret store, current Vast.ai CLI, immutable test image, registered SSH key, and a disposable test budget.
From compatibility in the SKILL.md frontmatter.
Context cost
Vastai CI Integration loads about 1k tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 80 tokens; SKILL.md has 444 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 jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 444 words, ~1,027 tokens.
Download SKILL.mdSave it as
.claude/skills/vastai-ci-integration/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- vastai-ci-integration
- description
- Run a credential-safe disposable Vast.ai GPU CI job with a scoped key, immutable image, cost ceiling, terminal-state deadline, and guaranteed destruction. Use when GPU-only acceptance must run in CI. Trigger with: "run GPU tests in CI", "add Vast.ai to GitHub Actions", "make Vast.ai CI clean up".
- allowed-tools
- Read, Grep, Write, Edit
- compatibility
- Requires a CI secret store, current Vast.ai CLI, immutable test image, registered SSH key, and a disposable test budget.
- version
- 2.0.0
- argument-hint
- [ci-provider-test-command-and-gpu-policy]
- model
- inherit
- effort
- high
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- tags
- saas, vastai, ci, gpu-testing, cleanup
Disposable Vast.ai GPU CI
Overview
Use ordinary CPU CI for deterministic tests and reserve Vast.ai for a small GPU acceptance slice. The cloud step must publish its resource ID immediately and make cleanup independent of test success.
Prerequisites
- GPU-only acceptance command and expected machine-readable result
- Scoped CI key, dedicated SSH public key, immutable image digest, and masked logs
- Offer constraints, maximum price, readiness deadline, job timeout, and cleanup escalation
Instructions
Step 1: Gate before provisioning
Run lint, unit, CPU, and image tests first. Skip the GPU job when those fail or when the change does not require hardware acceptance.
Step 2: Create a scoped run manifest
Record commit, image digest, test command, GPU policy, maximum spend, external artifact target, and unique CI run label.
Step 3: Provision one resource
Search compliant verified offers and create exactly one instance. Write the returned instance ID to CI state before any polling or test step.
Step 4: Wait and test
Use structured status, bounded polling, terminal failure branches, and a non-interactive GPU test. Keep command output and logs free of secrets.
Step 5: Publish evidence
Copy the test result, relevant redacted logs, image identity, timings, and cost estimate to durable CI artifacts.
Step 6: Destroy unconditionally
Run destruction in the CI finalizer for success, failure, cancellation, and timeout; confirm removal and alert on cleanup failure.
Authentication
Inject VAST_API_KEY from the CI secret store into the control step only. Use a scoped key without billing-write or team-write and prevent forked or untrusted PRs from receiving it.
Show full SKILL.md (192 more words)Show less
Tool Discipline
Use Read and Grep to inspect manifests, configuration, provider output, and existing tests before proposing a mutation. Use Write or Edit only for the approved plan, implementation, test, or redacted receipt; do not create, update, destroy, or fund Vast.ai resources without explicit operator approval.
Output
- CI run and immutable workload manifest
- Provisioning, state, GPU assertion, timing, and cost artifacts
- Unconditional cleanup result and escalation receipt
Return CI run, commit, image digest, offer/instance IDs, test result, elapsed time, estimate, and confirmed destruction.
Examples
A protected-branch workflow runs CPU tests first, rents one verified GPU under a fixed ceiling, executes a five-minute CUDA acceptance test, uploads JSON evidence, and destroys the instance in always() cleanup.
Error Handling
| Failure | Response |
|---|---|
| Secret-bearing event is untrusted | Skip the GPU job; never expose repository secrets to fork code. |
| Create result lacks an instance ID | Reconcile by run label before retrying to prevent duplicate rentals. |
| Job is cancelled | The independent cleanup job destroys the persisted instance ID. |
| Destroy cannot be confirmed | Fail the workflow and alert the billing owner with the resource ID. |
Resources
© jeremylongshore, 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 1 other file (references) in skills/.curated/vastai-ci-integration of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Vastai CI Integration 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 |
|---|---|---|---|---|---|---|
| Vastai CI Integration this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1k | Automated safety check: Pass | MIT | |
| Analyze GitHub Action Logswithastro/astro | 63k | 1 repos | ~1.3k | Automated safety check: Pass | Custom licence | |
| GitHub Actions Templatesbartstc/vite-ts-react-template | 122 | 14 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Nushellccusage/ccusage | 19k | — | ~938 | Automated safety check: Pass | Custom licence | |
| Repo Hygiene Scan and FixQwenLM/qwen-code | 28k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Senior DevOps Toolkitmaslennikov-ig/claude-code-orchestrator-kit | 260 | 6 repos | ~1.1k | Automated safety check: Notes | Custom licence |
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Questions about Vastai CI Integration
What does Vastai CI Integration do?
Run a credential-safe disposable Vast.ai GPU CI job with a scoped key, immutable image, cost ceiling, terminal-state deadline, and guaranteed destruction. Vastai CI Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace.ai GPU CI job with a scoped key, immutable image, cost ceiling, terminal-state deadline, and guaranteed destruction.
When should I use Vastai CI Integration?
Vastai CI Integration fits situations like: GPU-only acceptance must run in CI; with: run GPU tests in CI; add Vast.ai to GitHub Actions; make Vast.ai CI clean up.
How do I install Vastai CI Integration in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill vastai-ci-integration -a claude-code`. Or copy the skill folder (skills/.curated/vastai-ci-integration in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/vastai-ci-integration in your project. Claude Code loads it when a task matches its description.
How do I install Vastai CI Integration in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill vastai-ci-integration -a codex`. Or copy the skill folder (skills/.curated/vastai-ci-integration in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/vastai-ci-integration in your project. Codex loads it when a task matches its description.
Can I use Vastai CI Integration 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 jeremylongshore/tons-of-skills-marketplace --skill vastai-ci-integration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/vastai-ci-integration, .gemini/skills/vastai-ci-integration, .github/skills/vastai-ci-integration and .opencode/skills/vastai-ci-integration in your project.
What does Vastai CI Integration need to run?
Going by SKILL.md and its folder, Vastai CI Integration needs credentials named VAST_API_KEY. Our summary lists: A credential in VAST_API_KEY. Its frontmatter pre-approves these tools: Read, Grep, Write, Edit. Compatibility (from SKILL.md): Requires a CI secret store, current Vast.ai CLI, immutable test image, registered SSH key, and a disposable test budget..
Does Vastai CI Integration access the network?
SKILL.md names 2 domains. As links in the text: docs.vast.ai and github.com. This is read from the text; nothing was executed.
Is Vastai CI Integration 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 Vastai CI Integration use?
Vastai CI Integration is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Vastai CI Integration use?
About 1k tokens (SKILL.md is roughly 4.1k 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 335 tokens, read only when the agent opens those files.
What are the alternatives to Vastai CI Integration?
Skills that share tags, products or a category with Vastai CI Integration: Analyze GitHub Action Logs (withastro/astro, 63k stars), GitHub Actions Templates (bartstc/vite-ts-react-template, 122 stars), Nushell (ccusage/ccusage, 19k stars) and Repo Hygiene Scan and Fix (QwenLM/qwen-code, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Vastai CI Integration?
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.