菜单
Export Pixel Detective UMAP projections with HDBSCAN and manage Qdrant collections via the ingestion API. Use when the user asks for latent space exports, UMAP clustering assets, or collection operations (list/create/select/delete/merge).
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Export Dev Graph UI assets and dashboard data. Use when the user asks for structure SVG exports, timeline SVG/MP4 exports, per-commit SVGs, sprint-linked visuals, or dashboard/analytics JSON from the Dev Graph API.
Generate per-sprint perspectives (narrative + cards) by mining git history for documents and files co-updated alongside sprint anchor docs. Use when the user asks for sprint perspectives, evidence linking, research doc discovery, or sprint retrospectives with code-change metrics.
Generate per-sprint PDF summaries with a card layout from docs/sprints. Use when the user asks for sprint summaries, sprint recap PDFs, shareable sprint story cards, or to drop PDFs into each sprint folder.
Inspect Docker containers, volumes, and compose services for Pixel Detective and Dev Graph. Use when the user asks to check Docker state, list containers or volumes, or extract data from Docker without running heavy services.
Audit and scaffold sprint documentation rituals based on MANIFESTO.md. Use when the user wants to follow the research -> spec -> prompt -> implement -> document workflow, generate checklists/templates, or evaluate documentation quality for a sprint.
Start, stop, or check Dev Graph services on this machine. Use when the user asks to start Dev Graph, start backend only, start full stack, restart, stop, or check Docker, Neo4j, API, or UI status, or to provide a specific Dev Graph page URL.
| name | pixel-detective-exports |
| description | Export Pixel Detective UMAP projections with HDBSCAN and manage Qdrant collections via the ingestion API. Use when the user asks for latent space exports, UMAP clustering assets, or collection operations (list/create/select/delete/merge). |
Generate standalone exports (no UI) and manage collections for Pixel Detective.
http://localhost:8002http://localhost:8003 for HDBSCAN clusteringmatplotlibweasyprint (preferred) or playwrightpython skills/pixel-detective-exports/scripts/export_umap_hdbscan.py --collection <name>python skills/pixel-detective-exports/scripts/export_umap_pdf.py --sample-size 500python skills/pixel-detective-exports/scripts/export_umap_hdbscan.pyexports/pixel-detective/umap/umap_hdbscan_<collection>.json|csv|svgpython skills/pixel-detective-exports/scripts/export_umap_hdbscan.py --collection my_collection --sample-size 2000--color-map tab20 --point-size 18 --outlier-size 12 --outlier-color #94a3b8python skills/pixel-detective-exports/scripts/export_umap_pdf.pyexports/pixel-detective/umap/umap_cluster_report.pdfpython skills/pixel-detective-exports/scripts/export_umap_pdf.py --sample-size 500 --title "Pixel Detective UMAP Clusters"python skills/pixel-detective-exports/scripts/manage_collections.pypython skills/pixel-detective-exports/scripts/manage_collections.py --action listpython skills/pixel-detective-exports/scripts/manage_collections.py --action info --collection my_collectionpython skills/pixel-detective-exports/scripts/manage_collections.py --action create --collection my_collection --vector-size 512 --distance Cosinepython skills/pixel-detective-exports/scripts/manage_collections.py --action select --collection my_collectionpython skills/pixel-detective-exports/scripts/manage_collections.py --action delete --collection my_collectionpython skills/pixel-detective-exports/scripts/manage_collections.py --action merge --dest merged_collection --sources a,b,cpython skills/pixel-detective-exports/scripts/manage_collections.py --action list --qdrant http://localhost:6333powershell -ExecutionPolicy Bypass -File skills\\start-pixel-detective\\scripts\\start_pixel_detective.ps1 -Mode backend -UseGpuUmap