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Show HN: SkillLens – scan and audit locally installed agent skills

https://skilllens.run
3•morozred•1h ago
Hi HN — I built a small CLI called SkillLens to help answer: “What agent skills do I have installed, and are any of them sketchy?”

A lot of agent ecosystems (Claude/Codex/OpenCode, etc.) store skills as folders with a SKILL.md. These files can contain surprisingly powerful instructions (and sometimes unsafe patterns), but they’re easy to forget once installed. We're also tend to run them with --dangerously-skip-permissions and let them install whatever they want, but I got a bit anxious about it so decided to build a tool to have some peace of mind.

I decided to not go with AST static check but instead use whatever CLI you have locally to validate it.

SkillLens does two things:

1. Discovery: it scans common local skill locations (configurable) and lists what it finds. 2. Optional audit: if you have an auditor CLI installed (claude or codex), it sends each SKILL.md (currently truncated to ~12k chars) to the auditor and asks for structured JSON output:

- verdict: safe | suspicious | unsafe - risk: 0–10 - summary + issues with evidence

It also caches audit results locally so reruns won't check skills again unless those were updated, you installed anything new or you explicitly asked it to do so with --force flag.

Install/run:

npx skilllens scan # or pnpm dlx skilllens scan

Notes / caveats:

- v0.1; I’m still iterating on the prompt/schema and the “what counts as suspicious” heuristics. - Today it sends the skill text to whatever your auditor CLI uses (so treat it like sharing the skill contents with that provider). “Redacted evidence extraction” is planned, but not implemented yet. - If the auditor CLI isn’t installed, it still produces a scan report and marks audits as skipped.

The State of European Tech 2025

https://www.stateofeuropeantech.com/
1•gmays•50s ago•0 comments

TranslateGemma: A new family of open translation models

https://blog.google/innovation-and-ai/technology/developers-tools/translategemma/
1•tosh•1m ago•0 comments

Enable Smoother 120Hz Browsing in Safari

https://www.macrumors.com/how-to/enable-smoother-120hz-browsing-in-safari/
1•tosh•4m ago•0 comments

Show HN: It took us 4 months to realize that users wanted charts, not text

https://chartgen.ai
1•cenrunzhe•4m ago•0 comments

Threads Feed Will Show Ads Soon, May Start Next Week

https://www.pcmag.com/news/your-threads-feed-will-show-ads-soon-may-start-next-week?test_uuid=04I...
3•el_duderino•4m ago•0 comments

I used AI to 3D print a tiny figurine of myself

https://www.zdnet.com/article/i-used-ai-to-3d-print-a-mini-me/
2•Owlsfordays•7m ago•0 comments

Why Intel stopped making motherboards

https://dfarq.homeip.net/why-intel-stopped-making-motherboards/
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Running a tiny GPT on the client-side

https://code-labeler.vercel.app/
1•tmickleydoyle•7m ago•0 comments

Zack Polanski to hand in NHS contract termination notice to Palantir

https://www.thecanary.co/uk/news/2026/01/22/zack-polanski-to-hand-in-nhs-contract-termination-not...
3•robtherobber•7m ago•0 comments

Tiger Woods turns 50 with competitive future in question

https://www.japantimes.co.jp/sports/2025/12/31/more-sports/tiger-woods-turns-50/
1•PaulHoule•8m ago•1 comments

Networking and eBPF Predictions for 2026 and Beyond

https://isovalent.com/blog/post/networking-and-ebpf-predictions-for-2026/
1•tanelpoder•8m ago•0 comments

It looks like the status/need-triage label was removed

https://github.com/google-gemini/gemini-cli/issues/16728
1•nickswalker•10m ago•0 comments

Interfaces and Traits in C

https://antonz.org/interfaces-in-c/
3•ibobev•10m ago•0 comments

Quantum effect observed for biggest objects yet

https://www.nature.com/articles/d41586-025-04097-y
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GPT Style Models Tokenize Text for Training (With Code)

https://manthanguptaa.in/posts/agentic_systems_pattern/
1•manthangupta109•11m ago•0 comments

Apple's New AI Strategy Firms Up Under Craig Federighi

https://www.macrumors.com/2026/01/22/new-apple-ai-strategy-firms-up/
1•stalfosknight•12m ago•0 comments

Bags.fm: Weaponizing the 'Build in Public' Community

https://www.builtbyvibes.com/#blog/bags-scam
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Data Oriented Programming, Beyond Records

https://mail.openjdk.org/pipermail/amber-spec-experts/2026-January/004307.html
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Announcing winapp, the Windows App Development CLI

https://blogs.windows.com/windowsdeveloper/2026/01/22/announcing-winapp-the-windows-app-developme...
2•el_duderino•13m ago•0 comments

Dyalog and AI [video]

https://www.youtube.com/watch?v=H_wdKeJ8gt4
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https://www.owlposting.com/p/why-do-drugs-work-at-all
4•abhishaike•15m ago•0 comments

Everyone else is ahead of me, so I decided to build in public

https://www.instagram.com/accounts/login/?next=https%3A%2F%2Fwww.instagram.com%2Farjun.works%3Fig...
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Job Applicants Sue to Open 'Black Box' of A.I. Hiring Decisions

https://www.nytimes.com/2026/01/21/business/ai-hiring-tools-lawsuit-eightfold-fcra.html
1•metadat•16m ago•0 comments

Show HN: VibeFarm – A non-generative IDE for composing AI prompts

https://vibefarm.ai/
1•vibefarm•18m ago•0 comments

Show HN: Open-source-ish chart pattern detection using Gemini Vision API

https://trinith-ai.vercel.app
1•rvnx_exe•19m ago•0 comments

Show HN: Bible translated using LLMs from source Greek and Hebrew

https://biblexica.com
2•epsteingpt•20m ago•1 comments

Huatuo: A cloud-native operating system observability project based on eBPF

https://github.com/ccfos/huatuo
1•tanelpoder•21m ago•0 comments

Jan – Open-Source ChatGPT Replacement

https://www.jan.ai/
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Lifestyle Anarchism

https://theanarchistlibrary.org/library/murray-bookchin-social-anarchism-or-lifestyle-anarchism-a...
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Generalized EARS: The AI-Ready Spec Syntax

https://sublang.xyz/ref/gears-ai-ready-spec-syntax/
2•sublang•22m ago•0 comments