Ship Mini
Run a lightweight GO or NO-GO gate before use, especially for autonomous or scheduled workflows.
Install
$ agentstack add skill-tmusser-ai-engineering-skills-ship-mini ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-tmusser-ai-engineering-skills-ship-mini) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Ship Mini
Purpose
Decide whether a small project, dashboard, ML workflow, or agent workflow is ready to use.
When to use
Use before user-facing release, scheduled runs, autonomous agent execution, decision-impacting analysis, or sharing outputs with others. Use when an agent will write, send, trigger, or act with tools on your behalf.
Inputs
SPEC.mdVERIFY.md- Changed files
- Test/build/lint results
- Data/model/agent context if relevant
- Allowed tools
- Forbidden tools or actions
- Destructive operations
- Secrets and credentials
- PII or sensitive data access
- Dry-run mode
- Human approval gates
- Audit logging
- Rollback path
- Owner notification
- Stop conditions
Workflow
- Create or update
SHIP.md. - Check user-facing behavior or the scheduled/autonomous action.
- If the run can write, send, or trigger actions, record allowed tools, forbidden tools or actions, destructive operations, secrets and credentials, PII or sensitive data access, dry-run mode, human approval gates, audit logging, rollback path, owner notification, and stop conditions.
- Check test, build, and lint commands.
- Check data freshness if relevant.
- Check row counts, nulls, and metric deltas if relevant.
- Check model artifact/version if relevant.
- Check agent tool permissions if relevant.
- Decide GO or NO-GO.
Outputs
SHIP.md- GO / NO-GO decision
- Blockers
- Accepted risks
- Rollback plan
Stop conditions
- A GO / NO-GO decision is recorded.
- A required approval, dry-run, or rollback path is still unclear.
- A blocker requires more implementation or verification.
Anti-patterns
- Calling something shipped just because the implementation task passed.
- Ignoring data freshness or permissions for automated workflows.
- Shipping without a rollback path.
- Treating autonomous or scheduled runs like interactive sessions.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: tmusser
- Source: tmusser/ai-engineering-skills
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.