Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add JimmyLv/bibigpt-skill --skill bibigit clone --depth 1 https://github.com/JimmyLv/bibigpt-skillWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jimmylv/bibigpt-skill/bibi)<a href="https://agentmods.dev/skills/jimmylv/bibigpt-skill/bibi"><img src="https://agentmods.dev/badge/skills/jimmylv/bibigpt-skill/bibi/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jimmylv/bibigpt-skill/bibi"><img src="https://agentmods.dev/badge/skills/jimmylv/bibigpt-skill/bibi.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket warn
- Snyk warn
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00234 | $0.01885 |
| Opus 5.5 | $0.00094 | $0.00754 |
| Sonnet 5.5 | $0.00047 | $0.00377 |
| Haiku 4.5 | $0.00023 | $0.00188 |
Grade C, and why
bibi scanned grade C with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
on macOS, `winget install BibiGPT` on Windows, `curl -fsSL https://bibigpt.co/install.sh | bash` Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
on macOS, `winget install BibiGPT` on Windows, `curl -fsSL https://bibigpt.co/install.sh | bash` Copies of this mod
1 near-identical copy found in the catalogue:
- auto-concept — 86% identical, 567 lines differ
How it starts
The opening of the file, as written. The whole thing — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.
BibiGPT — video summarizer agent skill (summarize / transcript / chapters)
This file is a discovery stub, not the usage guide. It tells you which mode you are in and where the live docs are. The live sources always match the current product; anything copied into this file would go stale.
This skill is watch-video only. Sibling skills in the same repo (same CLI,
same account): bibi-library (saved videos / notes / collections),
bibi-feed (subscribe / latest / mark seen), bibi-vision (frames / mind map).
Landing: https://bibigpt.co/mcp · Human install: https://bibigpt.co/agent
Quota: Plus 100/day, Pro 300/day on the agent-skill channel; extra calls use
API balance; upgrade https://bibigpt.co/shop
1. Detect Mode
Run scripts/bibi-check.sh if present, or check in order:
| Check | Mode | Notes |
|---|---|---|
command -v bibi |
CLI — best: local files, desktop login | macOS / Windows / Linux desktop app |
$BIBI_API_TOKEN set |
API — HTTP calls, works anywhere | token: https://bibigpt.co/user/integration |
| MCP client available | MCP — zero install | connect https://bibigpt.co/api/mcp (OAuth 2.1) |
Neither available → install the desktop app (brew install --cask jimmylv/bibigpt/bibigpt
on macOS, winget install BibiGPT on Windows, curl -fsSL https://bibigpt.co/install.sh | bash
on Linux) or get an API token. Details: references/installation.md.
2. Load Live Docs (per mode)
CLI mode — the CLI is the always-current doc source:
bibi check-update # once per session; run `bibi upgrade` if outdated
bibi --help # full command surface, grouped, with examples
bibi <command> --help # progressive help — every --help includes examples
bibi commands # re-fetch server-defined commands (new capabilities
# appear here without a binary update)
API mode — the machine-readable spec is the source of truth:
https://bibigpt.co/api/openapi.json # all endpoints, schemas, auth
What ships with it
25 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/api.md 18 KB
- references/billing-aipay.md 3.9 KB
- references/cli.md 8.3 KB
- references/endpoints.md 20 KB
- references/installation.md 7.0 KB
- references/supported-platforms.md 3.4 KB
- scripts/bibi-check.sh 1.2 KB runs code
- workflows/account-check.md 1.7 KB
- workflows/advanced-tools.md 3.7 KB
- workflows/article-rewrite.md 4.7 KB
- workflows/batch-process.md 2.2 KB
- workflows/channels-manage.md 4.0 KB
- workflows/collections-manage.md 7.1 KB
- workflows/deep-dive.md 1.8 KB
- workflows/export-notes.md 2.3 KB
- workflows/feed-latest.md 2.3 KB
- workflows/highlights-manage.md 3.3 KB
- workflows/library-browse.md 2.7 KB
- workflows/mv-project-read.md 2.9 KB
- workflows/notes-manage.md 2.3 KB
- workflows/quick-summary.md 3.2 KB
- workflows/research-compile.md 2.4 KB
- workflows/transcript-extract.md 1.8 KB
- workflows/video-to-tiktok-mv.md 6.5 KB
- workflows/visual-analysis.md 2.4 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago Changed · +1 lines 683263dfd029
- 11d ago Changed · -6 lines · -94 tokens per session b9c8ea7c7ffa
- 27d ago Changed · +1 lines 3f9f1ed36d85
- 28d ago Changed · +5 tokens per session d0d2d42879ee
- 1mo ago Changed · +3 lines · +49 tokens per session da9f1030076d
- 1mo ago Changed · +11 lines · +64 tokens per session b99acb63f034
- 2mo ago First seen · 126 lines · 210 tokens per session scan C b005e5c359fb
bibi is a skill published in the GitHub repository JimmyLv/bibigpt-skill (138 stars, last pushed 4d ago), licensed MIT. It adds 234 tokens to every session and 1,885 once invoked, about $0.0009 per session on Opus 5.5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
bibi compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| bibiJimmyLv/bibigpt-skill | Skill | 138 | 4d ago | MIT | C | 234 | Claude Code |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |