Borrowing it
Nothing to install: this file belongs to jmxt3/gitscape.ai. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/jmxt3/gitscape.ai/main/.agents/skills/shipping-and-launch/SKILL.mdgit clone --depth 1 https://github.com/jmxt3/gitscape.aiWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jmxt3/gitscape.ai/shipping-and-launch)<a href="https://agentmods.dev/skills/jmxt3/gitscape.ai/shipping-and-launch"><img src="https://agentmods.dev/badge/skills/jmxt3/gitscape.ai/shipping-and-launch/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jmxt3/gitscape.ai/shipping-and-launch"><img src="https://agentmods.dev/badge/skills/jmxt3/gitscape.ai/shipping-and-launch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00045 | $0.01360 |
| Opus 5 | $0.00023 | $0.00680 |
| Sonnet 5 | $0.00009 | $0.00272 |
| Haiku 4.5 | $0.00005 | $0.00136 |
Grade A, and why
shipping-and-launch scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl https://api.gitscape.app/health How it starts
The opening of the file, as written. The whole thing — 167 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Shipping and Launch
Overview
Every production deploy is a risk management exercise. Move fast by being deliberate: know what you're deploying, have a rollback plan, verify the system is healthy after deploy, and keep the blast radius small. The fastest way to ship is to have a clean rollback when things go wrong — not to avoid deploying.
When to Use
- Before any deployment to the Cloud Run production environment
- When deploying a feature that changes user-facing behavior
- When updating environment variables or secrets in GCP
- When rolling out a new API endpoint or removing an old one
Pre-Deploy Checklist
Run this before triggering any Cloud Build deploy:
Code Quality
- All tests pass locally:
pytest tests/ -v - No linting errors:
ruff check api/ - TypeScript compiles:
npx tsc --noEmit(inweb/) - No
TODO: before deploycomments remaining
Security
- No secrets committed to git:
git log --oneline -5— check commit messages - New environment variables are in GCP Secret Manager, not in
cloudbuild.yamlas plaintext -
.env.exampleupdated if new variables are required
Observability
- New endpoints have structured logging (start/complete/error)
- New endpoints log request_id for correlation
Documentation
-
README.mdupdated if user-visible behavior changed - New environment variables documented in
.env.example - ADR created if an architectural decision was made
Rollback Readiness
- Know the previous working Cloud Run revision:
gcloud run revisions list - Know the rollback command (see below)
Rollback Procedure
GitScape deploys to Cloud Run. Rolling back is instant:
# List revisions (most recent first)
gcloud run revisions list \
--service=gitscape-api \
--region=us-central1 \
--format="table(name,status.conditions[0].status,spec.containerConcurrency,metadata.creationTimestamp)"
# Rollback: send 100% traffic to the previous revision
gcloud run services update-traffic gitscape-api \
--to-revisions=PREVIOUS_REVISION_NAME=100 \
--region=us-central1
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 167 lines · 45 tokens per session scan A 4983d02807fc
shipping-and-launch is a skill published in the GitHub repository jmxt3/gitscape.ai (33 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 45 tokens to every session and 1,360 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
dokploy-deploy
This skill should be used when user asks to "deploy with Dokploy", "use Dokploy Cloud", "manage self-hosted Dokploy", "deploy Docker Compose on Dokploy", "manage Dokploy databases", "configure Dokploy domains", or "look up Dokploy CLI commands".
gcloud-usage
This skill should be used when user asks about "GCloud logs", "Cloud Logging queries", "Google Cloud metrics", "GCP observability", "trace analysis", or "debugging production issues on GCP".
ultralytics-platform
This skill should be used when user asks to "upload my model to Ultralytics Platform", "push this run to the platform", "upload a dataset to platform", "download a dataset from platform", "search platform datasets", "start cloud training", "train on platform GPUs", "export a model on platform", "deploy a model…
openship-config
This skill should be used when the user asks to "create openship.json", "configure an OpenShip deployment", "make a repo deployable on OpenShip", or fix "openship config validate" errors.
wrangler
Run or troubleshoot Wrangler CLI commands and configure Worker projects for local development, deployment, and Cloudflare resource management.
workers-best-practices
Cloudflare Workers best practices for production applications. Use when writing, reviewing, or configuring Workers.