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 agentmods add skills/evilfreelancer/secs/managing-vulnerabilitiesnpx skills add EvilFreelancer/secs --skill managing-vulnerabilitiesgit clone --depth 1 https://github.com/EvilFreelancer/secsWrote 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/evilfreelancer/secs/managing-vulnerabilities)<a href="https://agentmods.dev/skills/evilfreelancer/secs/managing-vulnerabilities"><img src="https://agentmods.dev/badge/skills/evilfreelancer/secs/managing-vulnerabilities.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00096 | $0.02088 |
| Opus 5 | $0.00048 | $0.01044 |
| Sonnet 5 | $0.00019 | $0.00418 |
| Haiku 4.5 | $0.00010 | $0.00209 |
Grade A, and why
managing-vulnerabilities scanned grade A with 1 finding 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 3d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -sL "https://defuddle.md/<url>" # scheme in the path is optional This is a copy
100% identical to managing-vulnerabilities — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 179 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Managing Vulnerabilities
A scanner returns ten thousand findings, most rated High or Critical, and the team can patch a few hundred a month. Vulnerability management is the function that decides which few hundred — and the default of "sort by CVSS descending" is close to the worst possible order, because CVSS measures theoretical severity, not the probability that this vulnerability, on this asset, gets exploited.
The whole discipline is turning an undifferentiated backlog into a defensible order of operations that a limited team can actually execute.
When to Use
- Triaging vulnerability scanner output into a remediation order
- Deciding what to patch first under a fixed remediation budget
- Building or reviewing a risk-based vulnerability management process
- Explaining why a CVSS 9.8 is not this week's top priority
- Deciding whether a finding warrants an exception rather than a fix
When NOT to Use
- Working a security alert queue (EDR/SIEM detections) — use
triaging-security-alerts; that is detected activity, this is latent weakness - Auditing source for new vulnerabilities — use
auditing-code-for-vulnerabilities - Cloud misconfiguration rather than software CVEs — use
hardening-cloud-posture - Exploiting a vulnerability to prove it — use the relevant offensive skill
CVSS Is Severity, Not Priority
CVSS base score answers "how bad is this if exploited, in the abstract?" It does not answer "will it be exploited here?" — which is the question remediation order actually turns on. The evidence is stark: the large majority of CVEs are never exploited in the wild, yet most are scored High or Critical. Sorting by CVSS spends the team's finite capacity on vulnerabilities that will never be attacked while genuinely exploited ones wait behind them.
Use CVSS 4.0 as one input — the severity term — and combine it with signals that speak to probability and impact-here.
The Three Signals to Combine
1. Is it being exploited? — EPSS and KEV
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.
- 3d ago First seen · 179 lines · 96 tokens per session scan A 6012f87d13e0
managing-vulnerabilities is a skill published in the GitHub repository EvilFreelancer/secs (10 stars, last pushed 25d ago), licensed Apache-2.0. It adds 96 tokens to every session and 2,088 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 100% identical to managing-vulnerabilities, differing in 0 lines, and is treated as a copy.
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