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smithery/rm2thaddeus

pixel-detective-exports

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).

Installation

$ npx skills add smithery/rm2thaddeus --skill pixel-detective-exports
View on skills.sh ↗ Website ↗

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Also in this package

Other skills from smithery/rm2thaddeus.

npx skills add smithery/rm2thaddeus
start-pixel-detective 0 start-dev-graph 0 sprint-summary-pdf 0 sprint-perspectives 0 skills-summarizer 0 rituals-guide 0

Browse all from smithery/rm2thaddeus

More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 3,178 B
  • docs SUMMARY.md 269 B

History

  1. First recorded snapshot · 0 installs

SKILL.md

Pixel Detective Exports

Generate standalone exports (no UI) and manage collections for Pixel Detective.

Requirements

  • Ingestion API running on http://localhost:8002
  • Qdrant running (Docker)
  • GPU UMAP service on http://localhost:8003 for HDBSCAN clustering
  • Optional (for visuals): matplotlib
  • Optional (for PDF output): weasyprint (preferred) or playwright

Quickstart

  • UMAP + HDBSCAN JSON/CSV/SVG: python skills/pixel-detective-exports/scripts/exportumaphdbscan.py --collection <name>
  • Cluster report PDF/HTML (all collections): python skills/pixel-detective-exports/scripts/exportumappdf.py --sample-size 500

Exports

UMAP + HDBSCAN export (standalone)

  • Script: python skills/pixel-detective-exports/scripts/exportumaphdbscan.py
  • Output default: exports/pixel-detective/umap/umaphdbscan<collection>.json|csv|svg
  • Example:

- python skills/pixel-detective-exports/scripts/exportumaphdbscan.py --collection my_collection --sample-size 2000 - Color controls: --color-map tab20 --point-size 18 --outlier-size 12 --outlier-color #94a3b8

UMAP PDF report (all collections)

  • Script: python skills/pixel-detective-exports/scripts/exportumappdf.py
  • Output default: exports/pixel-detective/umap/umapclusterreport.pdf
  • Example:

- python skills/pixel-detective-exports/scripts/exportumappdf.py --sample-size 500 --title "Pixel Detective UMAP Clusters"

Collection management

Manage collections via API (Qdrant in Docker)

  • Script: python skills/pixel-detective-exports/scripts/manage_collections.py
  • Examples:

- List: python skills/pixel-detective-exports/scripts/managecollections.py --action list - Info: python skills/pixel-detective-exports/scripts/managecollections.py --action info --collection mycollection - Create: python skills/pixel-detective-exports/scripts/managecollections.py --action create --collection mycollection --vector-size 512 --distance Cosine - Select: python skills/pixel-detective-exports/scripts/managecollections.py --action select --collection mycollection - Delete: python skills/pixel-detective-exports/scripts/managecollections.py --action delete --collection mycollection - Merge: python skills/pixel-detective-exports/scripts/managecollections.py --action merge --dest mergedcollection --sources a,b,c - Qdrant fallback listing: python skills/pixel-detective-exports/scripts/managecollections.py --action list --qdrant http://localhost:6333

Notes

  • HDBSCAN clustering is performed by the GPU UMAP service; the ingestion service does not offer HDBSCAN.
  • Collection operations go through the ingestion API, which talks to Qdrant in Docker.
  • Use the start skill to bring up services:

- powershell -ExecutionPolicy Bypass -File skills\\start-pixel-detective\\scripts\\startpixeldetective.ps1 -Mode backend -UseGpuUmap