提示词
提示词工程与模板
smart-question-generator
digipulse-engineering
Takes aggregated ambiguity insights from the LLM synthesis stage and produces ≤5 ranked questions to surface to the user. Applies a two-layer anti-fabrication filter (pre-LLM exclusion of score<3 insights + post-LLM structural strip) so that Q&A surfaces only genuine ambiguities. Used as Stage 4 of the /gaai:bootstrap pipeline.
bootstrap-llm-synthesis
digipulse-engineering
Construct the LLM synthesis prompt from project surface scan + optional tree-sitter context + optional Q&A answers. Call the LLM. Parse and validate the response into 6-8 structured memory entries with clarity tags and source traceability. Used as Stage 3 of the /gaai:bootstrap pipeline.
update
corca-ai
"Check and update CWF plugin to keep installed behavior aligned with latest contracts and fixes. Triggers: \"cwf:update\", \"update cwf\", \"check for updates\""
openclone
open-clone
Create, manage, or talk to an openclone "clone" — a named AI persona with one or more categories (vc, tech, founder, expert, influencer, politician, celebrity) and attached knowledge. Triggers on phrases like "create a clone", "make a persona", "talk as <name>", "switch to <name>", "feed knowledge to", "ingest url for <clone>", "update <name> with latest info", "<name> 클론 최신 정보로 업데이트", "ask all VCs", "stop being <name>", or any mention of /openclone. Renders the home panel with no args; name/number activates a clone; sub-actions stop, new, ingest, update, room, panel.
discover-math
rand
Automatically discover mathematics and algorithm skills when working with linear algebra, calculus, optimization, statistics, probability, numerical methods, category theory, or topology. Activates for math development tasks.
discover-build-systems
rand
Automatically discover build system skills when working with Make, CMake, Bazel, Gradle, Maven, Cargo, Meson, build automation, or compilation. Activates for build-systems development tasks.
discover-ml
rand
Automatically discover machine learning and AI skills when working with machine learning, PyTorch, training, inference, RAG, embeddings, fine-tuning, LLM, DSPy, HuggingFace, or diffusion models. Activates for ML development tasks.
discover-realtime
rand
Automatically discover realtime communication skills when working with WebSocket, Server-Sent Events, SSE, pub/sub, real-time communication, or live updates. Activates for realtime development tasks.
discover-product
rand
Automatically discover product management skills when working with product management, roadmap, user stories, prioritization, metrics, or product strategy. Activates for product development tasks.
skills-guide
alchaincyf
Comprehensive guide for discovering, understanding, and installing Claude Code skills from skills.sh marketplace. Use this skill when users want to (1) browse or search skills.sh for recommendations, (2) get skill recommendations by role (developer, marketer, designer, product manager), (3) understand how a specific installed skill works by reading and explaining its SKILL.md, (4) learn the anatomy and structure of skills, or (5) find and install skills that match their specific workflow needs. This is NOT for creating new skills (use skill-creator instead).
project-analyzer
maroffo
"Analyze codebase and create CLAUDE.md documentation. Use when analyzing project, understanding codebase, or creating documentation."
table-image
maroffo
"Render markdown tables as hand-drawn sketch images. Use when user wants a table rendered as an image, visual table, or diagram illustration."
cover-image
maroffo
"Generate editorial cover images from article context. Use when user wants a cover image, hero image, or editorial illustration for an article or blog post."
gemini-review
maroffo
"Local code review with Gemini CLI for pre-commit reviews. Use when user says review code, code review, check my changes, or review before commit."
learning-docs
maroffo
"Create and update LEARNING.md project retrospectives. Use when user says retrospective, lessons learned, what did we learn, document decisions, or session analysis."
inbox-triage
maroffo
Review and prioritize Gmail inbox. Use when user wants to check email, review inbox, or see what needs attention.
discover-networking
rand
Automatically discover networking and connectivity skills when working with TCP, UDP, DNS, mTLS, NAT traversal, SSH, Mosh, Tailscale, or network resilience. Activates for networking development tasks.
ultra-research
hAcKlyc
"多AI并行深度研究。当用户需要对某个主题进行全面调研、深度研究、多方对比、或需要覆盖多个维度和来源的综合分析时触发。适合复杂主题（技术选型、竞品分析、行业趋势、争议性话题等），不适合简单事实查询。通过多个AI服务并行研究，交叉验证，输出带引用的综合报告。"
skill-publish
b-open-io
This skill should be used when the user asks to "publish a plugin", "release a plugin", "bump plugin version", "update a Claude Code plugin", "publish skills", or mentions plugin publishing, plugin release, or skill distribution. Handles version bumping, changelog updates, git workflow, and publishing for both Claude Code plugins and standalone Agent Skills.
generative-engine-optimization
NadavShanun-design
Use when you want a brand, product, or page to be found, quoted, and cited by AI answer engines - ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini, Copilot. Covers AI-crawler access, answer-first content, the Princeton GEO content methods, llms.txt, schema/JSON-LD, off-site and entity authority, and measuring AI visibility as a rate. Also known as GEO, AEO (answer engine optimization), LLM SEO, or AI search optimization.
skillkit
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."
init-ai-md
ruan-cat
初始化和增量更新 AI 记忆文件（CLAUDE.md、AGENTS.md、GEMINI.md）。通过交互式选择和差异对比，智能补全记忆项内容。触发条件：当用户提及初始化记忆文件、更新 CLAUDE.md、同步 AI 记忆、init-ai-md 等关键词时主动调用。
skill-creator
Geeksfino
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
iOS Accessibility Skill
fal3
Best practices for implementing accessibility features in iOS apps, including VoiceOver support, Dynamic Type, and Human Interface Guidelines compliance.