Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/benja-pauls/serpentstack/deploynpx skills add Benja-Pauls/SerpentStack --skill deploygit clone --depth 1 https://github.com/Benja-Pauls/SerpentStackWhat 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 | $0.00043 | $0.00997 |
| Opus 5 | $0.00022 | $0.00498 |
| Sonnet 5 | $0.00009 | $0.00199 |
| Haiku 4.5 | $0.00004 | $0.00100 |
Grade A, and why
deploy 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 yesterday.
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 -sf $APP_URL/api/v1/health | jq . How it starts
The opening of the file, as written. The whole thing — 134 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Deploy
Build, push, and deploy SerpentStack to AWS using Docker and Terraform.
Environments
dev-- automatic deploys from main, auto-approve on applystaging-- manual trigger, shows plan for review before applyprod-- manual trigger, requires plan review before apply
All Terraform config lives in infra/environments/{env}/.
Quick Deploy
make deploy # Deploy to dev (default)
make deploy env=staging # Deploy to staging
make deploy env=prod # Deploy to production
Or use the GitHub Actions CD pipeline — it runs automatically on push to main when AWS credentials are configured as repository secrets.
Step-by-Step Manual Deploy
Step 1: Build Docker Images
docker build -t serpentstack-backend:latest ./backend
docker build -t serpentstack-frontend:latest ./frontend
Tag with the git SHA for traceability:
GIT_SHA=$(git rev-parse --short HEAD)
docker tag serpentstack-backend:latest serpentstack-backend:$GIT_SHA
docker tag serpentstack-frontend:latest serpentstack-frontend:$GIT_SHA
Step 2: Push to ECR
Authenticate with ECR (replace ACCOUNT_ID and REGION):
aws ecr get-login-password --region $AWS_REGION | \
docker login --username AWS --password-stdin $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com
Tag and push both images:
docker tag serpentstack-backend:$GIT_SHA $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/serpentstack-backend:$GIT_SHA
docker push $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/serpentstack-backend:$GIT_SHA
docker tag serpentstack-frontend:$GIT_SHA $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/serpentstack-frontend:$GIT_SHA
docker push $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/serpentstack-frontend:$GIT_SHA
Step 3: Terraform Plan
cd infra/environments/{env}
terraform init
terraform plan -var="app_image_tag=$GIT_SHA" -out=tfplan
Review the plan output carefully. Look for:
- Resources being destroyed: unexpected destroys indicate a config drift. Investigate before proceeding.
- Security group changes: verify no ports are being opened unintentionally.
- Database modifications: any RDS changes should be treated as high-risk.
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.
- yesterday First seen · 134 lines · 43 tokens per session scan A d3ce51340f91
deploy is a skill published in the GitHub repository Benja-Pauls/SerpentStack (2 stars, last pushed 5mo ago), licensed MIT. It adds 43 tokens to every session and 997 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 2026-08-31.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
babysit-pr
Babysit a GitHub pull request after creation by continuously polling review comments, CI checks/workflow runs, and mergeability state until the PR is merged/closed or user help is required. Diagnose failures, retry likely flaky failures up to 3 times, auto-fix/push branch-related issues when appropriate, and keep…
imagegen
Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output…
cpu-profile-analysis
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…