lemonade-client-patterns

77 / 100 · Review before installing

Check before installing.

By amd/gaia (GitHub) · design · 1,618 stars · scanned at commit 2abaa51

Patterns, gotchas, and conventions for threading changes through LemonadeClient, its callers, and the GAIA test suite. Apply when modifying lemonade_client.py, its providers, VLMClient, UI routers, or any file that calls Lemonade HTTP endpoints.

Works with any agent that supports SKILL.md skills.

What this skill can do

Connects to the internet

This is disclosed by the author in the skill's SKILL.md or README.

Found in 2 places.

.claude/skills/lemonade-client-patterns/SKILL.md, line 15direct `requests.post` (non-streaming chat/completions, the `responses` API, and the SSE
.claude/skills/lemonade-client-patterns/SKILL.md, line 53- `src/gaia/llm/lemonade_client.py` — Primary client; `_send_request` is the central chokepoint, but direct `requests.post` bypass sites exist (grep for them —

Runs commands on your computer

The author does not mention this.

Found in 2 places.

.claude/skills/lemonade-client-patterns/SKILL.md, line 23grep -n "requests\.post\|requests\.get\|OpenAI(" src/gaia/llm/lemonade_client.py
.claude/skills/lemonade-client-patterns/SKILL.md, line 122git stash && python -m pytest tests/unit/test_lemonade_client_http.py::<Class>::<test> -x; git stash pop

Downloads and installs other software

The author does not mention this.

Found in 3 places.

CLAUDE.md, line 430several worktrees that install points at whichever one ran `pip install -e` last.
CLAUDE.md, line 522uv venv && uv pip install -e ".[dev]"
CLAUDE.md, line 523uv pip install -e ".[ui]" # For Agent UI development

Safer alternatives

Low-risk skills in the same category (design) that look related. Check that one does what you need.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'lemonade-client-patterns' ] || [ -L ~/.agents/skills/'lemonade-client-patterns' ]; then echo 'A skill folder named lemonade-client-patterns already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/amd/gaia' "$d" && git -C "$d" checkout --quiet '2abaa51798ab45cb9d8add383c9e1b1f0737bd1c' -- '.claude/skills/lemonade-client-patterns' && mkdir -p ~/.agents/skills && cp -R "$d"/'.claude/skills/lemonade-client-patterns' ~/.agents/skills/'lemonade-client-patterns' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'lemonade-client-patterns' ~/.claude/skills/'lemonade-client-patterns' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for amd/gaia shows the score of its lowest-scoring skill.

SkillTrust badge for amd/gaia

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/amd/gaia.svg)](https://zalavijaysinh.github.io/skilltrust/repos/amd/gaia/)

Score history

Date	Version	Score
2026-11-09	`2abaa51`	77
2026-11-07	`c11ea99`	77