Agent Skills

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name: radiology-paper2ppt

description: Plan/create/audit evidence-led research decks for defenses, meetings and talks, with render QA. CN: PPT、答辩、组会汇报

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name: radiology-pipeline

description: Mentor and route ambiguous, multistage or resumed radiology research; tutoring defaults to read-only. CN: 总控、课题导航、下一步

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name: radiology-polishing

description: Polish existing research prose while preserving facts and claims; not drafting or scientific repair.

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name: radiology-prereview

description: Run author, peer or editorial scientific review with traceable findings; not checklists or upload audits. CN: 模拟审稿、预审、大修风险

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name: radiology-qualitative-mixed-methods

description: Design/audit qualitative and mixed-methods sampling, reflexivity, integration and claim limits.

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name: radiology-radiogenomics

description: Interpret mechanisms and imaging-mechanism bridges with competing explanations and causal ceilings.

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name: radiology-radiomics

description: Design/audit radiomics preprocessing, IBSI extraction, stability, leakage-safe selection and validation.

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name: radiology-reader

description: Create bilingual figure-aware readers from supplied papers; not reader-study or MRMC design.

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name: radiology-reporting

description: Select/audit reporting guidelines across imaging AI, diagnosis, reviews, guidelines and economics.

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name: radiology-reproducibility

description: Audit/package computational replay with manifests, environments, provenance and evidence levels.

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name: radiology-research-integrity

description: Audit authorship, COI, AI use, selective reporting and artifact integrity; not misconduct adjudication.

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name: skill-test

description: Testing framework for evaluating Databricks skills. Use when building test cases for skills, running skill evaluations, comparing skill versions, or creating ground truth datasets with the Generate-Review-Promote (GRP) pipeline. Triggers include "test skill", "evaluate skill", "skill regression", "ground truth", "GRP pipeline", "skill quality", and "skill metrics".

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name: sql-correctness

description: SQL evaluation criteria for Databricks. Load when the trace contains execute_sql tool calls or SQL code in responses. Covers syntax validity, Unity Catalog patterns, and Databricks-specific SQL features.

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name: tool-selection

description: Evaluates whether the agent selected appropriate MCP tools instead of shell workarounds. Load when the trace contains Bash tool calls that could have used MCP tools, or when evaluating tool call efficiency.

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name: add-sub

description: Subscribe to a skill event. Adds a subscription that injects context before or after a skill runs. Supports optional conditions at both insert-level (inherited by all subscriptions) and subscription-level (AND-stacked). Conditions include fileExists, gitBranch, envSet, envEquals, fileContains (with optional regex).

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name: artifacts-builder

description: Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

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name: canvas-design

description: Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

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name: changelog-generator

description: Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

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name: developer-growth-analysis

description: Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.

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name: frontend-design

description: Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

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name: help

description: Show skill-bus overview, status, and available commands. Quick reference for all skill-bus features.

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name: list-subs

description: List all active skill-bus subscriptions across global and project scopes, showing merge status, insert-level and subscription-level conditions, effective condition stacking, and what would fire for each skill.

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name: mcp-builder

description: Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

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name: pause-subs

description: Temporarily disable the skill bus. Quick toggle to stop all subscriptions from firing without removing them.