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 shopwareLabs/ai-coding-tools --skill release-info-writinggit clone --depth 1 https://github.com/shopwareLabs/ai-coding-toolsWrote 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/shopwarelabs/ai-coding-tools/release-info-writing)<a href="https://agentmods.dev/skills/shopwarelabs/ai-coding-tools/release-info-writing"><img src="https://agentmods.dev/badge/skills/shopwarelabs/ai-coding-tools/release-info-writing.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 4 Skill selects an external model or provider that may use a different account or billing plan than the operator expects. Undisclosed model switches can cause unexpected cost or quota consumption.Fix: Remove the model/provider override or disclose it prominently and require explicit operator approval before invoking an external coding CLI or billed model.
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 | $0.00154 | $0.01484 |
| Opus 5 | $0.00077 | $0.00742 |
| Sonnet 5 | $0.00031 | $0.00297 |
| Haiku 4.5 | $0.00015 | $0.00148 |
Grade A, and why
release-info-writing 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 8d 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 — 111 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Release Info Drafting
Draft entries for RELEASE_INFO-6.x.md and UPGRADE-6.x.md in the Shopware core repository. The skill auto-generates the mechanical "what changed" from code analysis but requires human input for "why external developers should care."
File write scope: Edit only RELEASE_INFO-6.*.md and UPGRADE-6.*.md. Read everything else.
Phase 1 — Detect Target Files
Parse .danger.php in the repo root to get the canonical file names CI enforces.
- Read
.danger.php - Look for lines matching
matches('RELEASE_INFO-— extract the file name from the string argument (e.g.,RELEASE_INFO-6.7.md) - Look for lines matching
matches('UPGRADE-or referencingUPGRADE-in failure messages — extract the file name (e.g.,UPGRADE-6.8.md) - Fallback: If parsing fails, glob for
RELEASE_INFO-6.*.mdandUPGRADE-6.*.mdin the repo root. Pick the file with the highest version number. - Last resort: Ask the user for the file names.
Verify both files exist before proceeding.
Phase 2 — Analyze Branch Scope
Understand the full story of the branch, not just individual changes.
- Get the full diff against
trunk:- If a PR exists, use the PR diff and PR files tools
- Otherwise, run
git diff trunk...HEAD --statandgit log trunk..HEAD --oneline
- Use session context — what the user has been working on and why
- Synthesize the narrative: a PR may touch features, fixes, and cleanups. Identify what's most important — what's the story of these changes?
- Classify using the decision tree below
- If the changes are not externally relevant: tell the user with reasoning, offer to proceed anyway
Classification Decision Tree
Step 1 — Is this externally relevant?
Skip if ALL are true:
- No public API changes (no new/changed/removed public methods, interfaces, routes)
- No behavioral changes visible to extensions or integrations
- No new features, extension points, or config options
- No deprecation annotations added
- Only test files, internal refactoring, or non-critical bug fixes
What ships with it
4 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.
- 8d ago First seen · 111 lines · 154 tokens per session scan A b8a22489e98d
release-info-writing is a skill published in the GitHub repository shopwareLabs/ai-coding-tools (43 stars, last pushed yesterday), licensed MIT. It adds 154 tokens to every session and 1,484 once invoked, about $0.0008 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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