public-qa-chatbot

public-qa-chatbot is an LLM app frameworks & APIs skill for AI agents, published by swyxio in the skills repository on GitHub. Skillspace rates public-qa-chatbot F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.

Best practices for building an unauthenticated public Q&A chatbot widget. Covers rate limiting, security hardening, cost optimization, semantic caching, observability, UX patterns, chat scroll behavior, and architecture. Tech-agnostic with concrete examples from a production implementation.

Grade
F
Quality
45 / 100
Safety
Risky
GitHub stars
144

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since.

Our review

Architecture
69 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
High-risk patterns
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • references sensitive credential env
  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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