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Updated 4mo ago

by bitsky-tech

AmphiLoop

Public agent skills based on Bridgic

View on GitHub (opens in a new tab)

69 GitHub stars (69)

Steady at 69 stars — no new stars in the 16 days since Sep 30.

  • 3 skills (3 skills found in its SKILL.md files)
  • 2 forks (2 forks)
  • 4mo ago last update (Last updated 4mo ago)

Install

Skills CLI

npx skills add bitsky-tech/AmphiLoop

Asks which skills and agents to install. Just one: npx skills add bitsky-tech/AmphiLoop --skill bridgic-amphibious — add -g for every project.

Claude Code

git clone https://github.com/bitsky-tech/AmphiLoopcp -r "AmphiLoop/skills/bridgic-amphibious" ~/.claude/skills/

Copies the bridgic-amphibious skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add bitsky-tech/AmphiLoop

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • bridgic-amphibious

    Build agents with the Bridgic Amphibious dual-mode framework — combining LLM-driven (agent) and deterministic (workflow) execution with automatic fallback and human-in-the-loop support. Use when: (1) writing code that imports from bridgic.amphibious, (2) creating AmphibiousAutoma subclasses, (3) defining CognitiveWorker think units, (4) implementing on_agent/on_workflow methods, (5) working with…

    skills/bridgic-amphibious/SKILL.md on GitHub (opens in a new tab)

  • bridgic-browser

    Use for any task requiring a real browser: viewing web pages, accessing login-gated sites, operating web UIs, scraping social media (Xiaohongshu/Weibo/Twitter/X, etc.), reading JS-rendered or dynamic pages, bypassing bot detection, form filling, e2e checks, and general web automation. Prefer this over WebFetch whenever the page needs JS execution, authenticated session, interaction, or stealth. I…

    skills/bridgic-browser/SKILL.md on GitHub (opens in a new tab)

  • bridgic-llms

    LLM provider initialization for bridgic projects. Use when: (1) initializing OpenAILlm, OpenAILikeLlm, or VllmServerLlm, (2) configuring OpenAIConfiguration (model, temperature, max_tokens, timeout), (3) choosing the right provider package for a task, (4) using chat/stream interfaces or advanced protocols (StructuredOutput, ToolSelection).

    skills/bridgic-llms/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.