ripple_detection: Skill for Claude Code

.claude/skills/release/SKILL.md

release is a skill for Claude Code from Eden-Kramer-Lab/ripple_detection. It costs 45 tokens per session (561 once invoked), scanned A, original, MIT.

A release checklist for the ripple_detection Python project. It covers checking tests and code quality, updating release documents, committing the changes, and tagging a version so the package publishing workflow can run.

In plain words
What is it for?
Use it when releasing ripple_detection to run pytest, Ruff, and mypy, update CHANGELOG.md and related metadata, record issue changes, and create and push an annotated version tag.
Why use it?
It provides a repeatable process for preparing a release and helps prevent mismatched versions, missing changelog entries, or unverified code from being published.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is Eden-Kramer-Lab/ripple_detection's own configuration. It tells Claude Code how to work on ripple_detection itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ripple_detection configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Eden-Kramer-Lab/ripple_detection. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Eden-Kramer-Lab/ripple_detection/master/.claude/skills/release/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/Eden-Kramer-Lab/ripple_detection

Made for: Claude Code.

Wrote 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.

agentmods badge for release

README.md
[![agentmods](https://agentmods.dev/badge/skills/eden-kramer-lab/ripple_detection/release/github.svg)](https://agentmods.dev/skills/eden-kramer-lab/ripple_detection/release)
Your own site
<a href="https://agentmods.dev/skills/eden-kramer-lab/ripple_detection/release"><img src="https://agentmods.dev/badge/skills/eden-kramer-lab/ripple_detection/release/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.

agentmods 80×15 button for release

Your own site · 80×15
<a href="https://agentmods.dev/skills/eden-kramer-lab/ripple_detection/release"><img src="https://agentmods.dev/badge/skills/eden-kramer-lab/ripple_detection/release.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 45 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 561 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00045 $0.00561
Opus 5.5 $0.00018 $0.00224
Sonnet 5.5 $0.00009 $0.00112
Haiku 4.5 $0.00005 $0.00056

Measured 1mo ago against content hash 11f5e4c19a02, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

release 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 1mo 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.

.claude/skills/release/SKILL.md · 65 lines

What it actually says

Releasing ripple_detection

When preparing a new release:

# 1. Run all tests to ensure everything passes
pytest    # tests/ and the docstring examples in src/

# 2. Run code quality checks
ruff format --check src/ tests/
ruff check src/ tests/
mypy src/

# 3. Update CHANGELOG.md (and MIGRATING.md for a major version: the calls to
#    change and why results differ; the changelog links it rather than repeating it)
# - Add new version section with date: ## [X.Y.Z] - YYYY-MM-DD, the day you tag
# - Document all changes under appropriate headers:
#   - Added (new features)
#   - Changed (changes to existing functionality)
#   - Deprecated (soon-to-be removed features)
#   - Removed (removed features)
#   - Fixed (bug fixes)
#   - Security (security fixes)
# - List closed issues: "Closes #N"
# - Update comparison links at bottom of file
# - Set CITATION.cff's version and date-released to match; a test
#   (test_the_citation_is_the_latest_release) fails until they do

# 4. Commit the changelog
git add CHANGELOG.md CITATION.cff
git commit -m "Update CHANGELOG for vX.Y.Z release"
git push origin master

# 5. Create and push annotated git tag
git tag -a vX.Y.Z -m "Release vX.Y.Z

## New Features
- Feature description

## Improvements
- Improvement description

Closes #N"

git push origin vX.Y.Z

# The tag push triggers the automated GitHub Actions release workflow:
# - Runs tests on Python 3.10 through 3.14, and at the dependency floors
# - Builds source distribution and wheels
# - Publishes to PyPI
# - Creates GitHub release with auto-generated notes

Important Notes:

  • Always update CHANGELOG.md BEFORE creating the tag
  • The tag must be an annotated tag (use -a flag) with a meaningful message
  • Version follows semantic versioning (MAJOR.MINOR.PATCH)
  • The version in src/ripple_detection/_version.py is auto-generated from the git tag by hatch-vcs
  • Monitor the release workflow at: https://github.com/Eden-Kramer-Lab/ripple_detection/actions
Changes

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.

  1. 1mo ago First seen · 65 lines · 45 tokens per session scan A 11f5e4c19a02

Subscribe to this mod's changes

release is a skill published in the GitHub repository Eden-Kramer-Lab/ripple_detection (47 stars, last pushed 5d ago), licensed MIT. It adds 45 tokens to every session and 561 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-24.

Related

release compared with skills from other repositories

release next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
releaseEden-Kramer-Lab/ripple_detectionSkill475d agoMITA45Claude Code
release-announcementpaperclipai/paperclipSkill111kyesterdayMITA42Claude Code, Codex
releasethedotmack/claude-memSkill114kyesterdayApache-2.0A13Claude Code
release-notesphuryn/pm-skillsSkill28k8d agoMITA57Claude Code
multi-agent-release-managerchromium/chromiumSkill25kyesterdayBSD-3-ClauseA27Claude Code, Codex
pack-submitaeonfun/aeonSkill788yesterdayMITA27Claude Code, Codex
updater_guidesiddsachar/row-botSkill1.7kyesterdayApache-2.0A22Claude Code, Codex