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/caipe-io/ai-platform-engineering/release-docsnpx skills add caipe-io/ai-platform-engineering --skill release-docsgit clone --depth 1 https://github.com/caipe-io/ai-platform-engineeringWrote 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/caipe-io/ai-platform-engineering/release-docs)<a href="https://agentmods.dev/skills/caipe-io/ai-platform-engineering/release-docs"><img src="https://agentmods.dev/badge/skills/caipe-io/ai-platform-engineering/release-docs.svg" alt="Measured on agentmods" 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 | $0.00076 | $0.02390 |
| Opus 5 | $0.00038 | $0.01195 |
| Sonnet 5 | $0.00015 | $0.00478 |
| Haiku 4.5 | $0.00008 | $0.00239 |
Grade A, and why
release-docs 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 5d 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 — 319 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Release Blog Post Generator
Produce one combined blog post for an ai-platform-engineering release:
docs/releases/YYYY-MM-DD-release-X-Y-Z.md — release notes narrative
(highlights, what's new, bug fixes, breaking changes) followed by the full
upgrade guide (Helm values diff, step-by-step runbook, personal impact
analysis) as an embedded section.
The file is picked up by the Docusaurus releases blog plugin and published at
/blog/releases/release-X.Y.Z.
Execution context
Runs in two modes:
- Coding agent (Claude Code, Cursor) with shell access — run
gitandhelmcommands directly and write the file to disk. - Chat-only (CAIPE chat, Slack, web UI) — render output as a fenced markdown block the user can copy; note which commands to run manually.
Detect by whether a Bash/shell tool is available.
Step 1 — Gather inputs
Ask the user for:
| Input | Example | Required |
|---|---|---|
| To version | 0.4.9 |
Yes |
| From version | 0.4.8 |
Yes (defaults to previous tag) |
User's values.yaml |
paste or path | No — enables personal impact analysis |
| Environment | dev / preview / prod / vm |
No — enables env-specific notes |
If from/to are not provided, detect from the repo:
git tag --sort=-version:refname | grep -E '^[0-9]+\.[0-9]+\.[0-9]+$' | head -2
Step 2 — Collect raw data
Run all of the following in parallel where possible.
2a — Git log between versions
git log <from>..<to> --oneline --no-merges
Fetch full PR bodies for non-chore commits:
# for each PR number in the log, e.g. (#1324):
gh pr view <number> --json title,body,labels
2b — Helm values diff
CHART=oci://ghcr.io/caipe-io/charts/ai-platform-engineering
helm show values "$CHART" --version <from> > /tmp/values-from.yaml
helm show values "$CHART" --version <to> > /tmp/values-to.yaml
diff -u /tmp/values-from.yaml /tmp/values-to.yaml
2c — Chart metadata
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.
- 5d ago First seen · 319 lines · 76 tokens per session scan A 7c2afcb306d8
release-docs is a skill published in the GitHub repository caipe-io/ai-platform-engineering (405 stars, last pushed yesterday), licensed Apache-2.0. It adds 76 tokens to every session and 2,390 once invoked, about $0.0004 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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