Agent skill

Bibi Vision

by JimmyLv in JimmyLv/bibigpt-skill

Extract visual content from a BibiGPT video (slides, OCR, on-screen text) and generate a mind map from a saved summary.

No licenceAuto-check passedDocuments & Office

Install Bibi Vision

skills CLI
$ npx skills add JimmyLv/bibigpt-skill --skill bibi-vision -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install JimmyLv/bibigpt-skill bibi-vision --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/JimmyLv/bibigpt-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/bibi-vision .claude/skills/bibi-vision && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
bibi-vision
GitHub stars
128
Token cost
~583 tokens
SKILL.md length
168 words
Files
6 (incl. scripts, references)
Skills in repo
3
Repo updated
First seen
Licence
None found

At a glance

Extract visual content from a BibiGPT video (slides, OCR, on-screen text) and generate a mind map from a saved summary.

  • Works in 3 steps: Detect mode → Intent routing → Minimum commands (CLI)
  • The user asks what is on screen
  • SKILL.md covers When to use / when not, 1. Detect mode, 2. Intent routing and 3. Minimum commands (CLI)
  • Runs Shell scripts from its folder; reaches bibigpt.co; needs BIBI_API_TOKEN

What it does

Bibi Vision is an agent skill from JimmyLv/bibigpt-skill. Extract visual content from a BibiGPT video (slides, OCR, on-screen text) and generate a mind map from a saved summary. Use when the user asks what is on screen, to analyze slides / PPT / frames, or to make an XMind mind map. Do not use to summarize audio or get a transcript (bibi), search the saved library (bibi-library), or manage channel feeds (bibi-feed). Do not invent digital humans, lip-sync, or shaders — BibiGPT does not expose those. Triggers: "what's on screen", "analyze the slides", "visual analysis"…

Its SKILL.md is about 580 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `references/auth.md`, `references/cli.md` and `scripts/bibi-check.sh`).

It sits in Documents & Office, covering Slides and decks and Shaders. The repository describes itself as: Video summarizer agent skill for Claude Code, Codex, ChatGPT & OpenClaw — YouTube/Bilibili/podcast via BibiGPT CLI/MCP/API (bibi).

When your agent uses it

  • The user asks what is on screen
  • Analyze slides / PPT / frames
  • Make an XMind mind map
  • Summarize audio

Example prompts

  • “s on screen”
  • “analyze the slides”
  • “visual analysis”
  • “/bibi-vision”

Requirements

  • A Bash shell
  • A credential in BIBI_API_TOKEN

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Detect mode
  2. Intent routing
  3. Minimum commands (CLI)

What it can do on your machine

Read from SKILL.md and the folder at commit 7dcb72d. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Shell), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • bibigpt.co

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • BIBI_API_TOKEN

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Bibi Vision loads about 583 tokens when it runs, and up to ~1.1k if it reads all its reference files. Until then it costs about 166 tokens; SKILL.md has 168 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~166
When it runs · the whole SKILL.md, loaded when a task matches
~583
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 168 words (~583 tokens).

“This skill is the visual half of BibiGPT. Same CLI (bibi), same account as bibi / bibi-library / bibi-feed. It does not replace a transcript.”

— opening of SKILL.md by JimmyLv
name
bibi-vision
agent_created
true

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files (scripts, references) in skills/bibi-vision of JimmyLv/bibigpt-skill.

  • SKILL.md
  • references/auth.md
  • references/cli.md
  • scripts/bibi-check.sh
  • workflows/mindmap.md
  • workflows/visual-analysis.md

Open the folder on GitHubat commit 7dcb72d

Compare with similar skills

Bibi Vision next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Bibi Vision compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Bibi Vision this skillJimmyLv/bibigpt-skill128—~583Automated safety check: PassNone
Image To Editable Pptningzimu/image-to-editable-ppt-skill2.9k—~4.3kAutomated safety check: PassMIT
Slidesfcakyon/claude-codex-settings1.2k1 repos~1.1kAutomated safety check: PassMIT
Ppt Image FirstNyxTides/ppt-image-first1.2k—~1.6kAutomated safety check: PassApache-2.0
Vibe to Agentic Engineering Frameworkshanraisshan/claude-code-best-practice67k—~3.3kAutomated safety check: PassMIT
Gpt Image2 PptJuneYaooo/gpt-image2-ppt-skills1.3k—~8.9kAutomated safety check: NotesApache-2.0

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More from JimmyLv/bibigpt-skill

  • Bibi Library

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  • Bibi Feed

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Questions about Bibi Vision

What does Bibi Vision do?

Extract visual content from a BibiGPT video (slides, OCR, on-screen text) and generate a mind map from a saved summary. Bibi Vision is an agent skill from JimmyLv/bibigpt-skill. Extract visual content from a BibiGPT video (slides, OCR, on-screen text) and generate a mind map from a saved summary.

When should I use Bibi Vision?

Bibi Vision fits situations like: the user asks what is on screen; analyze slides / PPT / frames; make an XMind mind map; summarize audio.

How do I install Bibi Vision in Claude Code?

Run `npx skills add JimmyLv/bibigpt-skill --skill bibi-vision -a claude-code`. Or copy the skill folder (skills/bibi-vision in JimmyLv/bibigpt-skill) into .claude/skills/bibi-vision in your project. Claude Code loads it when a task matches its description.

How do I install Bibi Vision in Codex?

Run `npx skills add JimmyLv/bibigpt-skill --skill bibi-vision -a codex`. Or copy the skill folder (skills/bibi-vision in JimmyLv/bibigpt-skill) into .agents/skills/bibi-vision in your project. Codex loads it when a task matches its description.

Can I use Bibi Vision in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add JimmyLv/bibigpt-skill --skill bibi-vision -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bibi-vision, .gemini/skills/bibi-vision, .github/skills/bibi-vision and .opencode/skills/bibi-vision in your project.

What does Bibi Vision need to run?

Going by SKILL.md and its folder, Bibi Vision needs a shell for the scripts in its folder and credentials named BIBI_API_TOKEN. Our summary lists: A Bash shell; A credential in BIBI_API_TOKEN.

Does Bibi Vision access the network?

SKILL.md names 1 domain. In commands or code: bibigpt.co; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Bibi Vision safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Bibi Vision use?

No licence was found for Bibi Vision or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Bibi Vision use?

About 583 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 495 tokens, read only when the agent opens those files.

What are the alternatives to Bibi Vision?

Skills that share tags, products or a category with Bibi Vision: Image To Editable Ppt (ningzimu/image-to-editable-ppt-skill, 2.9k stars), Slides (fcakyon/claude-codex-settings, 1.2k stars), Ppt Image First (NyxTides/ppt-image-first, 1.2k stars) and Vibe to Agentic Engineering Framework (shanraisshan/claude-code-best-practice, 67k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Bibi Vision?

JimmyLv (a GitHub user) maintains it in JimmyLv/bibigpt-skill, which has 128 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on October 9, 2026.

Source: JimmyLv/bibigpt-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.