Prompts
Prompt engineering and templates
langchain4j-testing-strategies
by giuseppe-trisciuoglio
Provides testing strategies for LangChain4j-powered applications. Handles mocking LLM responses, testing retrieval chains, and validating AI workflows. Use when testing AI-powered features reliably.
skillkit
by crafter-station
"Local-first analytics for AI agent skills. Use when user asks about skill usage, analytics, health, context budget, or wants to clean up unused skills."
llm-artifacts-detection
by existential-birds
Detects common LLM coding agent artifacts in codebases. Identifies test quality issues, dead code, over-abstraction, and verbose LLM style patterns. Use when cleaning up AI-generated code or reviewing for agent-introduced cruft.
book-research-assistant
by robertguss
Plan, orchestrate, and validate deep research for nonfiction books. Use when an author has completed book architecture and needs to fill research gaps before outlining chapters. Triggers include requests to plan research, generate research prompts, validate research quality, or prepare for drafting. This skill does everything around deep research—planning, prompting, validating, synthesizing—but the actual research execution happens externally via Claude and Gemini deep research. Requires upstream documents from book-architect (Research Gaps Document, Master Architecture Document, Section Blueprints) and book-ideation (Book Concept Document).
book-market-research
by robertguss
Assess commercial viability of book concepts for Amazon KDP self-publishing. Use when the user has a Book Concept Document and wants to understand market demand, competition, pricing, and positioning before committing to write. Produces a Market Research Report with viability scorecard and Go/No-Go recommendation. Works standalone (commercial analysis only) or after idea-validator (integrated assessment). Nonfiction only.
chapter-architect
by robertguss
Plan and architect a single chapter at beat-level granularity. Use when you have a chapter from the Architecture Document and need to create a detailed outline before drafting. Produces a Chapter Outline Document for use by draft-coach or ghostwriter.
book-idea-validator
by robertguss
Stress-test book concepts against existing research before committing to architecture. Use when the user has a Book Concept Document ready for validation, wants to verify their thesis is defensible, needs to understand the competitive intellectual landscape, or wants honest assessment of their idea's strengths and weaknesses. Produces a Validation Report that informs the Go/No-Go decision. Nonfiction only.
codex-claude-loop
by bear2u
Orchestrates a dual-AI engineering loop where Claude Code plans and implements, while Codex validates and reviews, with continuous feedback for optimal code quality
메타-프롬프트-생성기
by bear2u
간단한 설명을 받아 단계별 병렬 처리가 가능한 구조화된 커스텀 슬래시 커맨드를 자동으로 생성합니다. 프롬프트 생성, 워크플로우 설계, 테스트 스위트 작성이 필요할 때 사용하세요.
web-to-markdown
by bear2u
웹페이지 URL을 입력받아 마크다운 형태로 변환하여 저장합니다. 웹 문서를 로컬 마크다운 파일로 아카이빙하거나 정리할 때 유용합니다.
codex-claude-loop
by bear2u
Orchestrates a dual-AI engineering loop where Claude Code plans and implements, while Codex validates and reviews, with continuous feedback for optimal code quality
ai-ml-development
by travisjneuman
AI and machine learning development with PyTorch, TensorFlow, and LLM integration. Use when building ML models, training pipelines, fine-tuning LLMs, or implementing AI features.
codex-claude-cursor-loop
by bear2u
Orchestrates a triple-AI engineering loop where Claude plans, Codex validates logic and reviews code, and Cursor implements, with continuous feedback for optimal code quality
web-to-markdown
by bear2u
웹페이지 URL을 입력받아 마크다운 형태로 변환하여 저장합니다. 웹 문서를 로컬 마크다운 파일로 아카이빙하거나 정리할 때 유용합니다.
design-prompt-generator-v2
by bear2u
Advanced 7-step hierarchical design prompt generator for AI web development tools (Lovable, Cursor, Bolt). Generates domain-aware, user-journey-based design prompts with emotional design considerations. Triggers on "디자인 프롬프트", "웹 디자인", "Lovable 프롬프트", "랜딩페이지 만들어줘", or any AI web builder prompt requests.
codex-claude-cursor-loop
by bear2u
Orchestrates a triple-AI engineering loop where Claude plans, Codex validates logic and reviews code, and Cursor implements, with continuous feedback for optimal code quality
sf-ai-agentforce
by Jaganpro
Standard Agentforce platform skill. Covers Setup UI-based agent building, topic/action configuration, PromptTemplate metadata, Einstein Models API, GenAiFunction/GenAiPlugin setup, and custom Lightning types. For Agent Script DSL development, use sf-ai-agentscript instead.
op-session
by sd0xdev
"Initialize 1Password CLI session for Claude Code. Use when: starting a session that needs 1Password secrets, op CLI keeps prompting biometric auth, setting up OP_SESSION token. Solves: Claude Code's no-TTY subprocess model triggers 1Password biometric auth on every op call. After running once, all subsequent op commands use the cached session token."
claude-health
by sd0xdev
"Claude Code config health check. Use when: auditing .claude/ structure, checking naming, verifying hook setup. Not for: skill quality (use skill-health-check), code review (use codex-code-review). Output: health report + fix recommendations."
test-review
by sd0xdev
"Test coverage review via Codex MCP. Use when: reviewing test sufficiency, identifying coverage gaps, test quality audit. Not for: generating tests (use codex-test-gen), code review (use codex-code-review). Output: coverage analysis + gap report."
using-git-worktrees
by ed3dai
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
knowledge-base
by WenyuChiou
"Research Hub pipeline for academic literature management. Searches papers (arXiv, Semantic Scholar, CrossRef, PubMed), saves to Zotero with collection assignment, creates Obsidian notes with auto-generated summaries, rebuilds hub index, and uploads to NotebookLM. Use when the user mentions Research Hub, finding papers, literature search, Obsidian notes, knowledge base, NotebookLM, paper management, citation graph, research gaps, or says '幫我放到Research Hub'."
self-improvement
by jdrhyne
"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks."
codex
by jdrhyne
Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing. Uses GPT-5.2 by default for state-of-the-art software engineering.