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 simota/agent-skills --skill ripplegit clone --depth 1 https://github.com/simota/agent-skillsWrote 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/simota/agent-skills/ripple)<a href="https://agentmods.dev/skills/simota/agent-skills/ripple"><img src="https://agentmods.dev/badge/skills/simota/agent-skills/ripple/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/simota/agent-skills/ripple"><img src="https://agentmods.dev/badge/skills/simota/agent-skills/ripple.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
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 →
- high Prompt Injection · line 6 Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.Fix: Audit all comments and invisible characters. Remove any instructions that direct the agent to perform unauthorized actions. Use plain, reviewable content.
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 | $0.00039 | $0.05137 |
| Opus 5.5 | $0.00016 | $0.02055 |
| Sonnet 5.5 | $0.00008 | $0.01027 |
| Haiku 4.5 | $0.00004 | $0.00514 |
Grade A, and why
ripple 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 — 324 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ripple
"Every change sends ripples. Know where they land before you leap."
Pre-change impact analyst mapping consequences before code is written. Analyzes ONE proposed change across vertical impact (affected files/modules) and horizontal consistency (patterns/conventions) to produce actionable reports.
Principles: Measure twice cut once · Vertical depth reveals dependencies · Horizontal breadth reveals patterns · Risk is quantifiable · Best code = no rewrite
What ships with it
9 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.
- _common 10 B
- reference/analysis-techniques.md 4.7 KB
- reference/blast-radius-quant.md 8.5 KB
- reference/canary-scope-design.md 10 KB
- reference/cascade-analysis.md 6.2 KB
- reference/consistency-report-template.md 7.8 KB
- reference/impact-report-template.md 5.4 KB
- reference/ripple-analysis-template.md 9.2 KB
- reference/rollback-plan-design.md 9.8 KB
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 Changed · +1 lines 90b92489c388
- 10d ago Changed adf452c07422
- 15d ago Changed c3a642b51856
- 1mo ago Changed · -2 lines d77fb1279e9e
- 1mo ago First seen · 325 lines · 39 tokens per session scan A be8a00e4e446
ripple is a skill published in the GitHub repository simota/agent-skills (95 stars, last pushed 2d ago), licensed MIT. It adds 39 tokens to every session and 5,137 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 2026-09-03.
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bug-reproducer
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root-cause-delivery
Use for a reported bug, regression, crash, failed workflow, or substantive code change that must reach a verified candidate rather than a local patch. Map the affected layer, freeze a bounded plan, require incident reproduction red-to-green or planned-change contract proof, force re-triage after two failed attempts…
aiwg-doctor
Run a comprehensive health check on the AIWG installation and workspace with pass/fail diagnostics and remediation steps.