Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/softspark/ai-toolkitnpx agentmods add skills/softspark/ai-toolkit/ci-cd-patternsWrote 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/softspark/ai-toolkit/ci-cd-patterns)<a href="https://agentmods.dev/skills/softspark/ai-toolkit/ci-cd-patterns"><img src="https://agentmods.dev/badge/skills/softspark/ai-toolkit/ci-cd-patterns.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00050 | $0.02452 |
| Opus 5 | $0.00025 | $0.01226 |
| Sonnet 5 | $0.00010 | $0.00490 |
| Haiku 4.5 | $0.00005 | $0.00245 |
Grade A, and why
ci-cd-patterns scanned grade A with 0 findings 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 4d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 336 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CI/CD Patterns
GitHub Actions
Standard Pipeline
name: CI
on:
push:
branches: [main]
pull_request:
branches: [main]
jobs:
lint:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v6
- uses: actions/setup-node@v6
with:
node-version: 20
cache: "npm"
- run: npm ci
- run: npm run lint
- run: npm run typecheck
test:
runs-on: ubuntu-latest
needs: lint
strategy:
matrix:
node-version: [18, 20, 22]
steps:
- uses: actions/checkout@v6
- uses: actions/setup-node@v6
with:
node-version: ${{ matrix.node-version }}
cache: "npm"
- run: npm ci
- run: npm test -- --coverage
- uses: actions/upload-artifact@v4
with:
name: coverage-${{ matrix.node-version }}
path: coverage/
build:
runs-on: ubuntu-latest
needs: test
steps:
- uses: actions/checkout@v6
- uses: actions/setup-node@v6
with:
node-version: 20
cache: "npm"
- run: npm ci
- run: npm run build
Python CI
name: Python CI
on: [push, pull_request]
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v6
- uses: actions/setup-python@v5
with:
python-version: "3.12"
cache: "pip"
- run: pip install -e ".[dev]"
- run: ruff check .
- run: mypy --strict src/
- run: pytest --cov=src --cov-report=xml
Docker Build & Push
build-docker:
runs-on: ubuntu-latest
needs: test
steps:
- uses: actions/checkout@v6
- uses: docker/setup-buildx-action@v3
- uses: docker/login-action@v3
with:
registry: ghcr.io
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- uses: docker/build-push-action@v5
with:
context: .
push: ${{ github.ref == 'refs/heads/main' }}
tags: ghcr.io/${{ github.repository }}:${{ github.sha }}
cache-from: type=gha
cache-to: type=gha,mode=max
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.
- 4d ago First seen · 336 lines · 50 tokens per session scan A 92c60341554c
ci-cd-patterns is a skill published in the GitHub repository softspark/ai-toolkit (170 stars, last pushed today), licensed Apache-2.0. It adds 50 tokens to every session and 2,452 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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