/agent-figure-gallery

name: agent-figure-gallery
description: 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.

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

1. Resolve the KB root:

   export AGENT_FIGURE_GALLERY_ROOT=/path/to/AgentFigureGallery

2. Query before reading individual references:

   agentfiguregallery query --task "<user task>"

3. Generate visible candidates:

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

4. Record human preferences:

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

5. Export a selected bundle:

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

6. 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.