Vastai Prod Checklist
jeremylongshore/tons-of-skills-marketplace
Analyze readiness and issue a production go/no-go decision for a Vast.ai renter workload using retained evidence for cost, capacity, security, recovery, observability, and teardown.
Review an AI agent before release across scope, tools, state, safety, observability, human handoff, and rollback.
Install Agent Launch Checklist
$ npx skills add aircrushin/promptMinder --skill agent-launch-checklist -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aircrushin/promptMinder agent-launch-checklist --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/aircrushin/promptMinder.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/premium/agent-launch-checklist .claude/skills/agent-launch-checklist && 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 "agent-launch-checklist" agent skill from https://github.com/aircrushin/promptMinder/tree/main/skills/premium/agent-launch-checklist into .claude/skills/agent-launch-checklist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-launch-checklist", 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/aircrushin/promptMinder/tree/main/skills/premium/agent-launch-checklistType 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 aircrushin/promptMinder --skill agent-launch-checklist -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aircrushin/promptMinder agent-launch-checklist --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aircrushin/promptMinder.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/premium/agent-launch-checklist .agents/skills/agent-launch-checklist && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agent-launch-checklist" agent skill from https://github.com/aircrushin/promptMinder/tree/main/skills/premium/agent-launch-checklist into .agents/skills/agent-launch-checklist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-launch-checklist", 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 aircrushin/promptMinder --skill agent-launch-checklist -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aircrushin/promptMinder agent-launch-checklist --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aircrushin/promptMinder.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/premium/agent-launch-checklist .cursor/skills/agent-launch-checklist && 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 "agent-launch-checklist" agent skill from https://github.com/aircrushin/promptMinder/tree/main/skills/premium/agent-launch-checklist into .cursor/skills/agent-launch-checklist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-launch-checklist", 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/aircrushin/promptMinder.git --path skills/premium/agent-launch-checklist--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 aircrushin/promptMinder --skill agent-launch-checklist -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aircrushin/promptMinder agent-launch-checklist --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aircrushin/promptMinder.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/premium/agent-launch-checklist .gemini/skills/agent-launch-checklist && 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 "agent-launch-checklist" agent skill from https://github.com/aircrushin/promptMinder/tree/main/skills/premium/agent-launch-checklist into .gemini/skills/agent-launch-checklist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-launch-checklist", 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 aircrushin/promptMinder agent-launch-checklistInstalls 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 aircrushin/promptMinder --skill agent-launch-checklist -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aircrushin/promptMinder.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/premium/agent-launch-checklist .github/skills/agent-launch-checklist && 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 "agent-launch-checklist" agent skill from https://github.com/aircrushin/promptMinder/tree/main/skills/premium/agent-launch-checklist into .github/skills/agent-launch-checklist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-launch-checklist", 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 aircrushin/promptMinder --skill agent-launch-checklist -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aircrushin/promptMinder agent-launch-checklist --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aircrushin/promptMinder.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/premium/agent-launch-checklist .opencode/skills/agent-launch-checklist && 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 "agent-launch-checklist" agent skill from https://github.com/aircrushin/promptMinder/tree/main/skills/premium/agent-launch-checklist into .opencode/skills/agent-launch-checklist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-launch-checklist", 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
agent-launch-checklist- GitHub stars
- 111
- Token cost
- ~499 tokens
- SKILL.md length
- 265 words
- Files
- 1
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- None found
At a glance
Review an AI agent before release across scope, tools, state, safety, observability, human handoff, and rollback.
- Works in 8 steps: Map the happy path, the most expensive… → Check input validation, authorization,… → Check tool contracts, timeouts, retries,… → …
- Tasks that involve Product launch strategy
- SKILL.md covers Working contract, Review method, Output format and Quality rules
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Agent Launch Checklist is an agent skill from aircrushin/promptMinder. Review an AI agent before release across scope, tools, state, safety, observability, human handoff, and rollback.
Its SKILL.md is about 500 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Product launch strategy and Observability. The repository describes itself as: 一个开源的，专注于提示词管理的平台 / An open-source platform focused on prompt management.
When your agent uses it
- Tasks that involve Product launch strategy
- Tasks that involve Observability
Example prompts
- “/agent-launch-checklist”
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Map the happy path, the most expensive mistake, and the safest stopping point.
- Check input validation, authorization, tenant boundaries, secrets handling, and prompt injection exposure.
- Check tool contracts, timeouts, retries, idempotency, rate limits, and partial failure behavior.
- Check state: what is persisted, what is ephemeral, how stale state is detected, and how a run resumes.
- Check human handoff: trigger, context passed, ownership, and user-visible status.
- Check observability: run ID, latency, tool outcomes, cost, refusal reasons, and sensitive-data redaction.
- Check rollback: feature flag, disable switch, data repair path, and a tested recovery procedure.
- Rank findings by user impact and likelihood. Block launch on unowned critical risks.
What it can do on your machine
Read from SKILL.md and the folder at commit 4c5134f. 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
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
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
Agent Launch Checklist loads about 499 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 265 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 265 words (~499 tokens).
“Use this skill before an agent moves from a demo into a shared workspace, customer workflow, or production system.”
- name
- agent-launch-checklist
Files
Just SKILL.md in skills/premium/agent-launch-checklist of aircrushin/promptMinder.
Open the folder on GitHubat commit 4c5134f
Compare with similar skills
Agent Launch Checklist 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 |
|---|---|---|---|---|---|---|
| Agent Launch Checklist this skillaircrushin/promptMinder | 111 | — | ~499 | Automated safety check: Pass | None | |
| Vastai Prod Checklistjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1k | Automated safety check: Pass | MIT | |
| Flyio Hello Worldjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Groq Prod Checklistjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.5k | Automated safety check: Notes | MIT | |
| Clay Prod Checklistjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Vercel Optimize Auditvercel-labs/agent-skills | 32k | 8 repos | ~4.3k | Automated safety check: Pass | None |
Similar skills
Flyio Hello World
jeremylongshore/tons-of-skills-marketplace
Prepare and verify a minimal Fly.io application launch with reviewable configuration and a safe first deployment.
Groq Prod Checklist
jeremylongshore/tons-of-skills-marketplace
Execute Groq production deployment checklist and go-live procedures.
Clay Prod Checklist
jeremylongshore/tons-of-skills-marketplace
Execute production readiness checklist for Clay integrations.
- Official
Vercel Optimize Audit
vercel-labs/agent-skills
Runs a metrics-first audit of a deployed Vercel project, gating investigations on real signals to produce ranked, citation-backed cost and performance recommendations.
Kubeshark Installer
kubeshark/kubeshark
Installs and configures Kubeshark on a Kubernetes cluster, choosing between the quick CLI path and a Helm install with custom values.
More from aircrushin/promptMinder
Promptminder CLI
aircrushin/promptMinder
A skill your agent uses when running promptminder or promptminder-agent commands, setting PROMPTMINDERTOKEN, passing --team for workspace scoping, handling JSON stderr errors like "Missing token" or…
Promptminder CLI
aircrushin/promptMinder
A skill your agent uses when running PromptMinder CLI or agent-wrapper commands, configuring its token, or debugging team-scoped JSON I/O errors.
Content Repurposer
aircrushin/promptMinder
Reframe one source into channel-ready content while preserving claims, voice, disclosure requirements, and a clear review trail.
Evaluation Lab
aircrushin/promptMinder
Build compact, meaningful prompt evaluations with representative cases, explicit rubrics, and regression thresholds.
Prompt Architect
aircrushin/promptMinder
Design production-grade prompts with explicit task contracts, variable schemas, failure handling, and reusable quality gates.
Related
Categories
Questions about Agent Launch Checklist
What does Agent Launch Checklist do?
Review an AI agent before release across scope, tools, state, safety, observability, human handoff, and rollback. Agent Launch Checklist is an agent skill from aircrushin/promptMinder. Review an AI agent before release across scope, tools, state, safety, observability, human handoff, and rollback.
When should I use Agent Launch Checklist?
Agent Launch Checklist fits situations like: tasks that involve Product launch strategy; tasks that involve Observability.
How do I install Agent Launch Checklist in Claude Code?
Run `npx skills add aircrushin/promptMinder --skill agent-launch-checklist -a claude-code`. Or copy the skill folder (skills/premium/agent-launch-checklist in aircrushin/promptMinder) into .claude/skills/agent-launch-checklist in your project. Claude Code loads it when a task matches its description.
How do I install Agent Launch Checklist in Codex?
Run `npx skills add aircrushin/promptMinder --skill agent-launch-checklist -a codex`. Or copy the skill folder (skills/premium/agent-launch-checklist in aircrushin/promptMinder) into .agents/skills/agent-launch-checklist in your project. Codex loads it when a task matches its description.
Can I use Agent Launch Checklist 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 aircrushin/promptMinder --skill agent-launch-checklist -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-launch-checklist, .gemini/skills/agent-launch-checklist, .github/skills/agent-launch-checklist and .opencode/skills/agent-launch-checklist in your project.
What does Agent Launch Checklist need to run?
SKILL.md names no scripts, command-line tools or credentials: Agent Launch Checklist is instructions for the agent only.
Does Agent Launch Checklist 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 Agent Launch Checklist 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 Agent Launch Checklist use?
No licence was found for Agent Launch Checklist or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Agent Launch Checklist use?
About 499 tokens (SKILL.md is roughly 2k 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 Agent Launch Checklist?
Skills that share tags, products or a category with Agent Launch Checklist: Vastai Prod Checklist (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Flyio Hello World (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Groq Prod Checklist (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Clay Prod Checklist (jeremylongshore/tons-of-skills-marketplace, 2.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agent Launch Checklist?
aircrushin (a GitHub user) maintains it in aircrushin/promptMinder, which has 111 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 11, 2026.
Source: aircrushin/promptMinder on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.