AI & ML

coreindustries Skill

Multi-perspective code review against project standards with P1/P2/P3 severity classification. Works in Claude Code (Agent + optional GitHub MCP) and Cursor (Task subagents + gh/git). Use when the user invokes /review, asks for a PR or diff review, or wants a standards-aligned review with severity tags.

coreindustries Skill

Write a structured handoff at session end. Preserves context so the next agent can resume without human briefing. Invoke before ending any feature session longer than 30 minutes.

claude-world-director-mode-lite Skill

Validate MCP configuration and suggest improvements. Use when MCP servers fail to load, after editing .mcp.json, or when the user runs /mcp-check.

claude-world-director-mode-lite Skill

Documentation templates and standards: README structure, API reference format, changelog (Keep a Changelog), and comment guidelines. Use when creating or updating documentation. Loaded automatically by the doc-writer agent.

claude-world-director-mode-lite Skill

Validate custom agent file format and structure. Use after creating or editing an agent, before committing agent changes, or when an agent fails to load.

claude-world-director-mode-lite Skill

Code review knowledge base: quality, security (OWASP Top 10), error-handling, performance, and test-coverage checklists with severity-ranked output format. Use when reviewing code changes, PRs, or before commits. Loaded automatically by the code-reviewer agent.

claude-world-director-mode-lite Skill

Generate custom agent from template. Use when creating a new subagent from scratch, or scaffolding an agent file with correct frontmatter.

u9401066-pubmed-search-mcp Skill

Auto-sync MCP tool documentation when tools are added, removed, or renamed. Triggers: TS, tool-sync, 工具同步, 同步工具, sync tools, new tool, 新增工具, 工具變更, update tools.

u9401066-pubmed-search-mcp Skill

Build or refresh Foam-compatible LLM wikis from Zotero, PubMed, documents, and local Markdown notes using a multi-tool workflow.

u9401066-pubmed-search-mcp Skill

Agent-guided PICO clinical question search using validate_pico_plan handoff and unified_search. Triggers: PICO, 臨床問題, A比B好嗎, treatment comparison, clinical question, 療效比較

u9401066-pubmed-search-mcp Skill

MCP tools for PDF ingestion → extract figures, tables, sections → build knowledge graph. Transforms PDF into queryable assets (images, tables, text) with cross-document RAG. Triggers: PDF, ingest, extract, 圖片, 表格, figure, table, manifest, knowledge graph, 知識圖譜, RAG, 文獻分析.

gapfdev Bundle

How to detect GitHub CLI and set up a full GitHub-based development workflow

gapfdev Bundle

How to maintain a lightweight work log for Manager Agents to track high-level decisions during project execution. Use when you need to document key choices, rationale, and project status manually throughout the workflow.

gapfdev Skill

How to implement features using Test Driven Development (Red-Green-Refactor)

gapfdev Skill

How to manage transitions between agent roles and generate handoff prompts for new threads

gapfdev Skill

How to validate features through functional testing and produce a validation report

gapfdev Bundle

Enforce Security Gates A/B/C across architecture, PR review, and release sign-off using severity-based blocking rules.

gapfdev Bundle

How to map product features to technical solutions and define a tech strategy

gapfdev Skill

Standardize PR closure workflow for GitHub tickets with required linkage, test evidence, and issue close-out comments. Use when finishing implementation and preparing to close a ticket.

gapfdev Skill

How to present deliverable information as visually appealing ASCII summaries

gapfdev Skill

Standardizes the creation of "Source of Truth" Markdown briefs in .agent/temp for assigning tasks to Developer Agents.

u9401066-pubmed-search-mcp Skill

Cline harness for Zotero Keeper and the bundled VS Code extension. Triggers: zotero keeper, zotero mcp, full check, release checklist, workflow, vsix, Cline.

u9401066-pubmed-search-mcp Skill

Cline harness for this repo (rules + workflows + checks). Triggers: cline harness, full check, release checklist, workflow, 文檔工作流, DFM, citation-ready.

u9401066-pubmed-search-mcp Skill

Complete reference for all 41 PubMed Search MCP tools. Triggers: 工具列表, all tools, 完整功能, tool reference, 有哪些工具

kenneth-liao Bundle

Manage scheduled Claude Code tasks — add (recurring or one-off), list, pause, resume, remove, view results, and test execution of skills, prompts, and scripts with safety controls and notifications. Use when the user mentions scheduling, cron, automated tasks, recurring tasks, background tasks, running something on a schedule, periodic execution, or wants a skill/prompt/script to run automatically at a set time. Cross-platform (macOS, Linux, Windows).

gapfdev Skill

Enforce QA final gate for milestone release with dependency verification, full matrix execution, and sign-off reporting. Use when QA must wait for implementation tickets to close before validating release readiness.

gapfdev Skill

Execute one GitHub ticket end-to-end with a consistent operational contract (STARTED, BLOCKED, DONE), evidence posting, and closure hygiene. Use when an agent picks up a specific issue for implementation.

gapfdev Bundle

Operate GitHub Projects boards with clear status flow, entry/exit policies, field hygiene, and automation rules. Use when configuring a board, running daily execution, or fixing status drift across tickets.

gapfdev Skill

How to initialize a project repository with proper structure and configuration

gapfdev Skill

How to support non-GitHub tracking systems (Jira, Linear, Trello, Asana) via manual sync

gapfdev Skill

How to enforce local self-correction (linting, compiling, testing) before requesting peer review. Use when an agent finishes coding a feature and needs to validate it locally to ensure it is grammatically and syntactically flawless.

gapfdev Skill

Generate visual UI mockups from product vision for human review before development begins

gapfdev Skill

How to automatically audit the docs/ directory and remove/archive outdated Markdown files to prevent agent context rot at the end of a sprint. Use during Step 7 (Release) or when finalizing a milestone.

gapfdev Skill

Monitor milestone execution health by detecting stale tickets, blocked queues, missing ownership signals, and timeline risk. Use during active delivery windows to keep work moving and escalate risks early.

gapfdev Bundle

How to coordinate between multiple AI agents working simultaneously on the same project through a shared message board. Use when agents need to post status updates, log decisions, ask questions, or report blockers.

gapfdev Skill

How to generate a lightweight AGENTS.md table of contents file to provide progressive disclosure of the repository to other agents. Use when scaffolding a new project or updating core architectural boundaries.