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 skills add ma-compbio-lab/SkillFoundry --skill github-actions-scientific-ci-startergit clone --depth 1 https://github.com/ma-compbio-lab/SkillFoundryWrote 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/ma-compbio-lab/skillfoundry/github-actions-scientific-ci-starter)<a href="https://agentmods.dev/skills/ma-compbio-lab/skillfoundry/github-actions-scientific-ci-starter"><img src="https://agentmods.dev/badge/skills/ma-compbio-lab/skillfoundry/github-actions-scientific-ci-starter/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/ma-compbio-lab/skillfoundry/github-actions-scientific-ci-starter"><img src="https://agentmods.dev/badge/skills/ma-compbio-lab/skillfoundry/github-actions-scientific-ci-starter.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 | $0.00000 | $0.00256 |
| Opus 5 | $0.00000 | $0.00128 |
| Sonnet 5 | $0.00000 | $0.00051 |
| Haiku 4.5 | $0.00000 | $0.00026 |
Grade A, and why
github-actions-scientific-ci-starter 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 6d 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.
What it actually says
GitHub Actions Scientific CI Starter
Use this skill to generate a repository-aware GitHub Actions workflow that runs validation, site generation, tests, and a small smoke subset for this project.
What This Skill Does
- renders a ready-to-commit workflow YAML file
- targets the repository's
make validate,make build-site, andmake testentry points - optionally includes a list of smoke targets for faster CI confidence checks
When To Use It
- when you need a starter for
ci-for-scientific-pipelines - when you want a canonical Actions workflow around the current
Makefile - when you need a reproducible template before adding heavier matrix or cache logic
Run
python3 skills/reproducible-workflows/github-actions-scientific-ci-starter/scripts/render_github_actions_scientific_ci.py --workflow-out scratch/github-actions/sciskill_ci.yml --summary-out scratch/github-actions/sciskill_ci_summary.json --smoke-target smoke-zarr --smoke-target smoke-openmm-md --smoke-target smoke-optuna
Notes
- The generated workflow is intentionally conservative and single-job.
- Extend it only after the base validation path is stable in your own CI environment.
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 6d ago First seen · 27 lines · 0 tokens per session scan A 061f41ce6b19
github-actions-scientific-ci-starter is a skill published in the GitHub repository ma-compbio-lab/SkillFoundry (38 stars, last pushed 4mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 256 tokens. 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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