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 ArabelaTso/Skills-4-SE --skill security-patch-advisorgit clone --depth 1 https://github.com/ArabelaTso/Skills-4-SEWrote 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/arabelatso/skills-4-se/security-patch-advisor)<a href="https://agentmods.dev/skills/arabelatso/skills-4-se/security-patch-advisor"><img src="https://agentmods.dev/badge/skills/arabelatso/skills-4-se/security-patch-advisor/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/arabelatso/skills-4-se/security-patch-advisor"><img src="https://agentmods.dev/badge/skills/arabelatso/skills-4-se/security-patch-advisor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 4 findings, 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 3 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 10 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 160 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 316 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00070 | $0.03017 |
| Opus 5 | $0.00035 | $0.01509 |
| Sonnet 5 | $0.00014 | $0.00603 |
| Haiku 4.5 | $0.00007 | $0.00302 |
Grade A, and why
security-patch-advisor 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 9d 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 — 452 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Security Patch Advisor
Overview
This skill analyzes security vulnerabilities and provides comprehensive remediation strategies without automatically modifying code. It offers multiple remediation approaches with detailed trade-off analysis, code examples, and implementation guidance for vulnerabilities categorized by CWE (Common Weakness Enumeration) and severity.
When to Use This Skill
Use this skill when you need:
- Remediation strategies for detected security vulnerabilities
- Safer API alternatives for insecure code patterns
- Design-level security improvements
- Multiple remediation approaches with trade-offs
- Code examples showing before/after fixes
- Prioritized remediation plans based on severity and impact
- Security best practices for specific vulnerability types
Trigger scenarios:
- After running static analysis tools (SAST)
- After security audits or penetration testing
- When reviewing code for security issues
- When planning security improvements
- After vulnerability disclosure or CVE reports
Core Workflow
1. Vulnerability Analysis
When presented with a security vulnerability, analyze:
Context Gathering:
- Vulnerability type and CWE classification
- Severity level (Critical, High, Medium, Low)
- Affected code location and scope
- Current implementation details
- Attack vectors and exploitation scenarios
- Business impact and data sensitivity
Questions to Consider:
- What is the root cause of the vulnerability?
- What data or systems are at risk?
- What are the prerequisites for exploitation?
- Are there existing security controls?
- What is the attack surface?
2. Remediation Strategy Development
Provide multiple remediation approaches:
Strategy Components:
-
Primary Remediation (recommended approach)
- Specific code changes required
- Safer API alternatives
- Security controls to implement
- Validation and sanitization logic
-
Alternative Approaches
- Different implementation strategies
- Framework-specific solutions
- Defense-in-depth measures
- Compensating controls
What ships with it
2 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.
- 9d ago First seen · 452 lines · 70 tokens per session scan A 647ce8337668
security-patch-advisor is a skill published in the GitHub repository ArabelaTso/Skills-4-SE (252 stars, last pushed 22d ago), licensed Apache-2.0. It adds 70 tokens to every session and 3,017 once invoked, about $0.0003 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 2026-09-03.
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