Agent Figure Gallery Agent Skill

Query visual scientific figure references, show candidates for human preference selection, export selected reference bundles, and guide plotting agents from human-selected visual examples to code action.

642 tokens

context cost

the whole folder, loaded on every use

files

instructions only

copies elsewhere

how many repositories repackaged it

132

stars on the repo

on the repository, not the skill itself

Install

one command, takes just this skill from the repository

npx skills add https://github.com/Dsadd4/AgentFigureGallery --skill agent-figure-gallery

The instruction itself

6 sections, as written by the author

Agent Figure Gallery

Core Rule

Treat this skill as a lightweight controller. Do not load the full visual corpus into the skill. Use AGENT_FIGURE_GALLERY_ROOT or DRAWING_KB_ROOT to point at the external AgentFigureGallery knowledge base.

Key Files

KB root: AGENT_FIGURE_GALLERY_ROOT=/path/to/AgentFigureGallery
CLI: agentfiguregallery or python -m agentfiguregallery.cli
Gallery server: backend command that serves the reference gallery on localhost
Candidate index: data/reference_candidate_index.json
Global preferences: data/reference_global_preferences.json
Reference sessions: outputs/reference_sessions/

Minimal Workflow

Resolve the KB root:

   export AGENT_FIGURE_GALLERY_ROOT=/path/to/AgentFigureGallery

Query before reading individual references:

   agentfiguregallery query --task "<user task>"

Generate visible candidates:

   agentfiguregallery gallery --plot-type <plot_type> --task "<user task>" --limit 50 --serve

Record human preferences:

   agentfiguregallery prefer --session outputs/reference_sessions/<session_id> --like <ID> --reject <ID> --select <ID>

Export a selected bundle:

   agentfiguregallery bundle --session outputs/reference_sessions/<session_id> --copy-scripts

Use the bundle before writing or revising plotting code.

Preference Semantics

like: useful for this task or plot type.
reject: not useful for this task or plot type.
select: use this candidate for the current agent action.
global_like: generally useful across tasks.
global_reject: hide from future sessions.

Local preferences must preserve plot_type. Global preferences are cross-task.

Validation

After changing the CLI, gallery, preference logic, or bundle export:

agentfiguregallery gallery --plot-type embedding_plot --limit 20 --serve
agentfiguregallery prefer --session outputs/reference_sessions/<session_id> --like E01 --select E02
agentfiguregallery bundle --session outputs/reference_sessions/<session_id>

Success means visible candidates render, stable IDs are shown, preferences persist, global rejects are hidden from later generated sessions, and the bundle contains selected references plus source code paths.

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Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

Use when creating new skills, editing existing skills, or verifying skills work before deployment

26k tokens scripts

How to use it

Copy the folder

Take dsadd4/agent-figure-gallery from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.