agentsclimarketplace

Case 04957

Skill knownasnaffy/prompthound/dataset/case_04957

A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

Install
npx -y skills add knownasnaffy/prompthound --skill case_04957

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

2 things to look at

  • no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
  • 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

BibiGPT CLI for summarizing videos, audio, and podcasts directly in the terminal. Use when the user wants to summarize a URL (YouTube, Bilibili, podcast, etc.) or check their BibiGPT authentication status. Requires the BibiGPT desktop app installed with an active login session, or a BIBI_API_TOKEN environment variable set.

SKILL.md

3.5 KB, 808 tokens by cl100k_base, as published. Nobody here has run it

Prerequisites

Install mise (runtime version manager)

curl https://mise.run | sh

Install Rust toolchain

curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh

Both tools use their official installation scripts. See https://mise.jdx.dev and https://rustup.rs for verification.

BibiGPT CLI (bibi)

Summarize videos, audio, and podcasts from the terminal using the BibiGPT API.

Installation

macOS (Homebrew)

brew install --cask jimmylv/bibigpt/bibigpt

Windows

Download the installer from: https://bibigpt.co/download/desktop

winget install BibiGPT --source winget

Verify installation

bibi --version

Authentication

After installing, the user must log in via the desktop app at least once. The CLI reads the saved session automatically from the desktop app's settings.

Alternatively, set an API token:

export BIBI_API_TOKEN=<token>

On Windows (PowerShell):

$env:BIBI_API_TOKEN="<token>"

Commands

Summarize a URL

Important: URLs containing ? or & must be quoted to avoid shell glob errors.

# Basic summary (Markdown output to stdout)
bibi summarize "<URL>"

# Async mode — recommended for long videos (>30min)
bibi summarize "<URL>" --async

# Chapter-by-chapter summary
bibi summarize "<URL>" --chapter

# Fetch subtitles/transcript only (no AI summary)
bibi summarize "<URL>" --subtitle

# Full JSON response
bibi summarize "<URL>" --json

# Combine flags
bibi summarize "<URL>" --subtitle --json

Supported URL types: YouTube, Bilibili, podcasts, audio files, and any URL supported by BibiGPT.

Authentication

# Check current auth status
bibi auth check

# Open browser to log in
bibi auth login

# Show how to set API token
bibi auth set-token <TOKEN>

Updates

# Check if a new version is available
bibi check-update

# Download and install the latest version
bibi self-update

Output Format

  • Default: Markdown summary text sent to stdout. Progress info goes to stderr.
  • --json: Complete API response as pretty-printed JSON to stdout.

This means you can pipe the output:

bibi summarize "<URL>" > summary.md
bibi summarize "<URL>" --json | jq '.summary'

Error Handling

Exit CodeMeaning
0Success
1Error (auth missing, API error, timeout, etc.)
HTTP StatusUser Action
401Token expired — run bibi auth login or re-login in desktop app
402/403Quota exceeded — visit https://bibigpt.co/pricing
429Rate limited — wait and retry

Usage Tips

  • For very long videos, use --async to avoid HTTP timeout.
  • Use --subtitle to get raw subtitles/transcript without AI summarization.
  • Use --json when you need structured data (e.g., sourceUrl, htmlUrl, detail).
  • The --chapter flag provides section-by-section summaries, useful for lectures or tutorials.
  • The CLI does NOT open any GUI window — all output goes to the terminal.
  • Run bibi check-update periodically to get new features and bug fixes.

What ships with it: 1 file

349 B alongside SKILL.md, 1 of them executable

scripts/

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.