Diagnose a bounded backend or multi-service failure from GitHub Issues, Jira, Aone, user-provided exports, logs, traces, responses, stack traces, or job records. Use when a service, API, RPC, worker, queue, CLI, or scheduled job bug needs correlation through the project's existing observability route before repair; do…
Build a bounded, replayable browser or UI bug reproduction from GitHub Issues, Jira, Aone, user-provided exports, screenshots, videos, comments, or attachments. Use for browser, WebView, IDE or desktop UI, interaction, responsive, rendering, accessibility, or visual defects that need evidence-preserving reproduction…
Use when /better-harness reviews the outer coding-agent Harness for lifecycle controls, repeated work, project feedback, agent assets, session outcomes, repair planning, durable reports, finding-bound fixes, or manual direct fixes. Invoke only via slash command.
Create, inspect, refine, and export polished editable presentations, posters, social graphics, diagrams, and other visual documents with StarryKit. Use when the user explicitly chooses StarryKit, wants to work on an existing StarryKit document, or requests an editable canvas-based visual artifact without naming…
Create and manage articles on the PANews platform. All operations require a valid user session. Triggers: write and publish new articles, view / edit / delete drafts, revise and resubmit rejected articles, upload images, search tags, apply for a column, polish or review article content.
What the desk does when something goes wrong on Hyperliquid - unknown send results, unexpected fills or positions, unprotected positions, stuck or orphaned orders, API outages, rate limiting, and suspected API wallet compromise. Contain first, reconcile from the exchange record, act only through approved tickets, then…
How the Risk Manager writes the desk's risk limits with the user, sizes every proposed trade from live account state and Hyperliquid's real constraints, checks the book, and issues a PASS or REJECT with exact ticket fields. Use for setting up or changing limits, sizing any trade, and answering "how's the book".
Place, cancel and modify Hyperliquid orders correctly from the desk computer - limit and IOC (market-style) orders, take-profit and stop-loss trigger orders with grouping, client order ids, reduce-only, batch actions, price and size rounding, and how to read every response status. Write path - Execution Trader only…
A skill for creating, editing, or reviewing Claude Code skills, especially skills that enforce disciplined agent behavior. Its instructions are written in Chinese.
A skill for measuring how well another skill works, including whether its description triggers it for the right requests. It uses evaluation results to guide revisions.
A skill that defines rules for keeping development work isolated in Git worktrees. A worktree is a separate working directory connected to the same Git repository, useful for keeping parallel changes apart.
Use when writing or reviewing embedded C firmware, FreeRTOS tasks, ISR handlers, NVM/flash storage, or sensor driver state machines. NOT for documentation-only RTOS references, conceptual RTOS discussions, or bare-metal projects without an RTOS or sensor subsystem.
Use when building, flashing, or packaging firmware with Keil MDK (UV4 CLI, ARMCLANG), analyzing .map files for ROM/RAM optimization and memory budget, or diagnosing Keil-specific build failures. NOT for non-Keil build systems (Makefile, CMake, IAR, GCC-only). For crash triage see hardfault-triage.
Single-cell cell-type annotation with evidence, conservative abstention, and reviewable drafts. Use this whenever the user wants to annotate, label, or identify cell types for pre-clustered single-cell or spatial transcriptomics data (.h5ad), or says things like "annotate my clusters", "what cell types are these?"…
Run mutation testing on WordPress plugins and themes to find weak tests — Pest --mutate or Infection for PHP, StrykerJS for JavaScript — then triage surviving mutants into concrete test improvements.