single-cell-preprocessing-with-omicverse
Single-cell QC, normalization, HVG detection, PCA, neighbor graph, UMAP/tSNE embedding pipelines in OmicVerse (CPU/GPU).
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Updated 11-05 00:16
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Single-cell QC, normalization, HVG detection, PCA, neighbor graph, UMAP/tSNE embedding pipelines in OmicVerse (CPU/GPU).
Keep the context wiki coherent using the deterministic lint report queue
Synthesizes recent organizational activity into a durable context wiki. Use when running a nightly or incremental context-layer dream, or when updating sourced…
The general blind-spot check for PostHog Review, the final sweep that runs after every enabled review perspective has reviewed a chunk. Hunts for real,…
The Performance & Reliability review perspective for PostHog Review. Verifies that changed code will perform and hold up in production: resource efficiency,…
The resolution criteria for PostHog Review's resolution stage: the bar for deciding, per unresolved review thread, whether the ask is worth implementing and…
Signals scout over the project's configured insight alerts. Reads each alert's recent firing history and surfaces the firings a human likely missed.
Signals scout for PostHog Tasks. Watches delivery health — failing runs clustered by repository and error class, retry storms — and, on a slower rotation,…
Build or adapt a local harness to drive, inspect, and profile an interactive CLI or TUI without external services. Use for CLI UX checks, startup regressions,…
Build or adapt a local browser/CDP harness to drive and inspect a web, IDE, or Electron UI. Use for local UI verification, screenshots, accessibility…
Document Q&A with RAG using Supabase pgvector store.
Implement Customer Portal for subscription self-service. Use when building account pages, letting customers manage subscriptions, update payment methods, view…
Thoroughly improve code quality by requesting a review from a sub-agent after completing tasks requiring code editing, before returning the conversation turn…
Initialize a RootSpec project — create the rootspec/ directory, copy framework files, detect or create prerequisites. Use this when a user wants to start using…
Use when annotating nullability in Spring Boot 3 / Spring Framework 6 code, integrating Kotlin, or adding static nullability checks without assuming Spring…
Create or update a project constitution with governance rules. Uses discovery-based approach to generate project-specific rules.
SparkScan single-barcode scanning with the pre-built scanning UI in native iOS (Swift) projects. Use for integration, scan settings, result handling, UI…
Run an OpenTaint scan on project and produces the SARIF report. Use whenever the user asks to scan or re-scan a project
Enforce ES5-only syntax for ServiceNow server-side scripts (Rhino engine) — convert const/let, arrow functions, template literals, destructuring, for-of, and…
Write efficient ServiceNow GlideRecord queries — addQuery vs addEncodedQuery, setLimit, GlideAggregate for counts, avoiding N+1 in loops, query operators, and…
Handle ServiceNow service requests — sc_request/sc_req_item creation from catalog items, sc_task fulfillment with auto-close on completion, RITM variable…
Use when the user requests Chinese terminology conversion, checking, or consistency, with phrases such as 使用繁體中文 (use Traditional Chinese), 使用台灣用語 (use Taiwan terminology), 轉換成台灣用語 (convert to Taiwan terminology), 確保都是台灣用語 (ensure all terms follow Taiwan usage), 統一台灣用語 (standardize Taiwan terminology), or 改成台灣用語 (change to Taiwan terminology),…
Turns a rough request into one execution-ready issue via the shared requirements, planning, and issue-publishing engines. Use for /prd prepare or feature…
General Git branch management operation skill. Used to help wangxin/wx create a new feature branch in the current repository, sync develop, commit and push, check before MR, and clean up branches after merging. By default, it cuts feature/wx-YYYYMMDD-<task> from develop and will proactively execute low-risk Git...