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 gaelic-ghost/socket --skill map-malware-behaviorgit clone --depth 1 https://github.com/gaelic-ghost/socketWrote 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/gaelic-ghost/socket/map-malware-behavior)<a href="https://agentmods.dev/skills/gaelic-ghost/socket/map-malware-behavior"><img src="https://agentmods.dev/badge/skills/gaelic-ghost/socket/map-malware-behavior/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/gaelic-ghost/socket/map-malware-behavior"><img src="https://agentmods.dev/badge/skills/gaelic-ghost/socket/map-malware-behavior.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00050 | $0.00329 |
| Opus 5.5 | $0.00020 | $0.00132 |
| Sonnet 5.5 | $0.00010 | $0.00066 |
| Haiku 4.5 | $0.00005 | $0.00033 |
Grade A, and why
map-malware-behavior 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.
What it actually says
Map Malware Behavior
Overview
Translate evidence into current ATT&CK technique references while keeping the original observation primary. Map only behaviors supported by evidence and preserve platform/version context.
Read references/behavior-mapping.md for evidence and mapping fields.
Workflow
- Normalize observations.
- Record actor/process, action, object, time, environment, privilege, source, and confidence.
- Open current ATT&CK content.
- Select the relevant Enterprise, Mobile, ICS, cloud, container, or platform matrix and record the version/date checked.
- Match behavior, not keywords.
- Read the technique definition and platform applicability.
- Choose the most specific supported sub-technique; preserve multiple plausible mappings as alternatives when evidence is incomplete.
- Record mapping evidence.
- Link each technique to the exact observation and explain why it fits and where it does not.
- Avoid attribution inflation.
- Do not infer actor, malware family, campaign, intent, or sequence solely because ATT&CK pages list similar procedure examples.
- Use the map.
- Route to containment, hunting, or detection content and name telemetry gaps.
Output
Return an evidence-to-technique table, platform and ATT&CK version/date, confidence, alternative mappings, telemetry gaps, and defensive use.
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.
- 1mo ago First seen · 33 lines · 50 tokens per session scan A 56810f86feff
map-malware-behavior is a skill published in the GitHub repository gaelic-ghost/socket (7 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 50 tokens to every session and 329 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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