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/AdamBien/airailsnpx agentmods add skills/adambien/airails/zb-release-pipelineWrote 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/adambien/airails/zb-release-pipeline)<a href="https://agentmods.dev/skills/adambien/airails/zb-release-pipeline"><img src="https://agentmods.dev/badge/skills/adambien/airails/zb-release-pipeline/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/adambien/airails/zb-release-pipeline"><img src="https://agentmods.dev/badge/skills/adambien/airails/zb-release-pipeline.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00148 | $0.01671 |
| Opus 5 | $0.00074 | $0.00835 |
| Sonnet 5 | $0.00030 | $0.00334 |
| Haiku 4.5 | $0.00015 | $0.00167 |
Grade A, and why
zb-release-pipeline scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 137 lines — stays where its author put it; the contents beside it link to each section on GitHub.
zb GitHub Actions Pipeline
Generate .github/workflows/release.yml for a zb project. The pipeline checks out the
repo, installs Java, reads the project version, downloads the latest zb.jar, builds the
project, and creates a GitHub Release with the produced JAR attached and tagged
v<version>.<run_number>.
This skill produces a workflow equivalent to the reference below — only with the project-specific paths and names auto-detected, nothing hardcoded:
- name: Build
working-directory: <module>
run: java -jar ../zb.jar
- name: Create Release
run: gh release create "v${{ steps.version.outputs.version }}.${{ github.run_number }}" ...
Procedure
1. Locate the build directory
The build directory is where zb runs from — the directory that contains the project's
.zb config alongside the sources (src/main/java or src/).
- Glob for
.zbfiles in the repository. - If a repo has both a root
.zband a.zbin a module subdirectory, the build directory is the one that also containsversion.txtand the actualsrc/tree. A multi-module-style layout (e.g.zsmith/zsmith/) builds from the inner module. - Record
BUILD_DIRas the path relative to the repository root. If the build directory is the repo root,BUILD_DIRis..
2. Read the .zb config in the build directory
From the build directory's .zb, extract:
jar.file.name(e.g.zsmith.jar) → this is the artifact file name.jar.dir(e.g.zbo/) → defaults tozbo/if absent.
Derive:
ARTIFACT_NAME=jar.file.namewithout the.jarsuffix (used in the release title).ARTIFACT_PATH=<BUILD_DIR>/<jar.dir><jar.file.name>, normalized (no./prefix, collapse//). Example:zsmith/zbo/zsmith.jar.
3. Resolve the version file
The version step does cat <VERSION_FILE> at the repo root.
- Look for
version.txtin the build directory first, then the repo root. VERSION_FILE= that file's path relative to the repo root (e.g.zsmith/version.txtorversion.txt).- If no
version.txtexists anywhere, tell the user one is required for the release tag and offer to create one (single line, e.g.1.0.0) in the build directory. Do not invent a different versioning scheme.
What ships with it
2 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.
- 12d ago First seen · 137 lines · 148 tokens per session scan A 95fa4b638301
zb-release-pipeline is a skill published in the GitHub repository AdamBien/airails (50 stars, last pushed 5d ago), licensed MIT. It adds 148 tokens to every session and 1,671 once invoked, about $0.0007 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 2026-08-30.
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