July 1, 2026
Malware, but make it messy
Show HN: AnalystAIPack – 118 runnable agent skills for malware analysis and RE
A malware-fighting AI toolbox drops — and commenters are mad the post got buried
TLDR: A developer released a free toolkit with 118 step-by-step AI skills to help analyze suspicious software more safely and accurately. The biggest community reaction wasn’t even the tool itself — it was one commenter suggesting the creator’s posts may be getting suppressed, turning the launch into an underdog drama.
A new GitHub project called AnalystAIPack just strutted onto Show HN with a big promise: stop general AI assistants from giving smooth-talking nonsense when asked to inspect suspicious files. Instead of vague advice and made-up tools, the creator says this pack offers 118 ready-to-run skills for safely picking apart shady programs, tracing clues, and turning findings into useful alerts. In plain English: it’s a giant how-to kit for digital detectives, built so AI can do more than bluff.
But the real scene-stealer wasn’t just the launch — it was the instant whiff of platform drama in the comments. The standout reaction came from user triangleman, who basically ignored the software specs for a moment to drop a mini bombshell: “Sadly it looks like your posts are banned.” Ouch. That turned the thread into less of a dry product debut and more of a classic internet soap opera: cool project, awkward visibility problems, and commenters rallying with a mix of sympathy and side-eye.
The vibe was short but loaded: one part “this looks genuinely useful,” one part “wait, why is this getting buried?” That tiny comment managed to inject mystery, frustration, and a weird underdog energy into the whole launch. So yes, the project is about making AI less clueless around malware. But the comment section’s headline emotion? Justice for the post. When the audience starts rooting for the submitter against the algorithm, you know the community has found its real plotline.
Key Points
- •AnalystAIPack has been released publicly on GitHub as an Apache-2.0 library of 118 agent skills for malware analysis, reverse engineering, and threat hunting.
- •The project is designed to address gaps in general-purpose AI agents by encoding practical analyst workflow knowledge into ready-to-load skills.
- •The library uses the agentskills.io SKILL.md format and is intended to work with tools including GitHub Copilot, Claude Code, Cursor, Codex CLI, and Gemini CLI.
- •The skills are organized into four subdomains: lab-foundations, malware-analysis, reverse-engineering, and threat-hunting.
- •Each skill includes a tested, read-only analyst.py script that outputs structured, defanged JSON and is mapped to defensive frameworks such as MITRE ATT&CK, MITRE D3FEND, and MITRE CAR.