autoskill
K-Dense-AI/scientific-agent-skillsSkill
Analyzes user-requested Screenpipe history windows to detect repeated research workflows, match existing scientific skills, and stage new skill drafts or composition recipes for review. Requires a reachable Screenpipe HTTP API, normally on localhost:3030. Detection and embedding inference run locally; the selected LLM receives redacted app/title cluster summaries and matched skill descriptions. Use only when the user explicitly asks to analyze their recent work and propose skills.
Why this score
This repo hosts 10 skills, so its 52,925 stars are split between them (about 5,293 each) for scoring.
Popularity score: 87/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 593377bb0487, with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.scripts/backends.py, scripts/doctor.py, scripts/run.py and 3 more
- Makes network requestsSKILL.md, scripts/doctor.py:22 and 1 more
Web addresses in its code:
- api.anthropic.comSKILL.md:32
- arxiv.orgSKILL.md:264
- lmstudio.aiSKILL.md:52
- python-httpx.orgreferences/https-proxy.md:60
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Nothing from another maker does quite the same job yet.