What is skill-comply?

A testing tool for checking whether coding-agent skills, rules, and agent definitions are followed. It creates test situations at three prompt strictness levels, runs agents, and reports their behavior and compliance rates.

Testing agent behavior, comparing results under different prompt strictness levels, and reviewing detailed compliance timelines.

It shows where an agent follows or misses its instructions, including the sequence of tool calls it makes.

How Simon-Hwang/gg-plugins configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to Simon-Hwang/gg-plugins. 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/Simon-Hwang/gg-plugins/main/.claude/skills/skill-comply/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/Simon-Hwang/gg-plugins

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/simon-hwang/gg-plugins/skill-comply/github.svg)](https://agentmods.dev/skills/simon-hwang/gg-plugins/skill-comply)

Your own site

<a href="https://agentmods.dev/skills/simon-hwang/gg-plugins/skill-comply"><img src="https://agentmods.dev/badge/skills/simon-hwang/gg-plugins/skill-comply/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/simon-hwang/gg-plugins/skill-comply"><img src="https://agentmods.dev/badge/skills/simon-hwang/gg-plugins/skill-comply.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 47 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 506 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 unknown 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.

Model	Per session	Once invoked
Fable 5.1	$0.00047	$0.00506
Opus 5.5	$0.00019	$0.00202
Sonnet 5.5	$0.00009	$0.00101
Haiku 4.5	$0.00005	$0.00051

Measured 1mo ago against content hash 0861edfb6f07, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

skill-comply 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.

The scan reads SKILL.md. This mod also ships 13 executable files (scripts/__init__.py, scripts/classifier.py, scripts/grader.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/skill-comply/SKILL.md · 59 lines

The source is not reproduced here

No licence file

Read it on GitHub

Files

What ships with it

21 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.

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.

1mo ago First seen · 59 lines · 47 tokens per session scan A 0861edfb6f07

Subscribe to this mod's changes

skill-comply is a skill published in the GitHub repository Simon-Hwang/gg-plugins (2 stars, last pushed 3mo ago), with no licence file. It adds 47 tokens to every session and 506 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 2026-08-31.

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