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README.md

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+---
+pretty_name: AgentFigureGallery
+language:
+- en
+tags:
+- scientific-figures
+- data-visualization
+- bioinformatics
+- ai-agents
+- agent-skill
+- codex
+- codex-skill
+- claude-code
+- cursor
+- coding-agents
+- human-in-the-loop
+- nature-style
+- cell-style
+- science-style
+license: mit
+---
+
+# AgentFigureGallery Full Public KB
+
+Full public visual reference pack for AgentFigureGallery, a human-preference memory system and installable agent skill for scientific plotting agents.
+
+The pack contains 16,341 public visual candidates across 10 scientific plot types, plus metadata needed by the AgentFigureGallery CLI, browser gallery, and Codex / Claude Code / Cursor-compatible skill workflow.
+
+## Use
+
+```bash
+git clone https://github.com/Dsadd4/AgentFigureGallery.git
+cd AgentFigureGallery
+pip install -e .
+agentfiguregallery install-skill --target codex
+agentfiguregallery setup --pack full-public --manifest-url https://huggingface.co/datasets/dsadd4/AgentFigureGallery/resolve/main/resource_manifest.json
+agentfiguregallery gallery --plot-type embedding_plot --limit 50 --serve
+```
+
+Optional agent installs:
+
+```bash
+agentfiguregallery install-skill --target claude-code
+agentfiguregallery install-skill --target cursor
+```
+
+## Candidate Counts
+
+- bar_chart: 1,516
+- benchmark_performance: 2,310
+- box_violin_distribution: 1,026
+- embedding_plot: 1,273
+- heatmap_matrix: 1,122
+- line_chart: 1,035
+- microscopy_panel: 1,756
+- multi_panel_figure: 4,148
+- scatter_plot: 1,489
+- spatial_map: 666
+
+## Intended Use
+
+This dataset is intended for visual reference retrieval, human preference selection, and agent-guided scientific figure generation.
+
+Recommended loop:
+
+```text
+agent query -> gallery display -> human like/reject/select -> export bundle -> agent action
+```
+
+It is not intended as a benchmark for biological conclusions, image classification, or clinical decision making.
+
+## Source And Filtering
+
+The full-public pack is filtered to remove private local paths and private repositories. Public source attribution is preserved in candidate metadata when available.