提示词
提示词工程与模板
agents-hooks
vasilyu1983
Create event-driven hooks for AI coding agent automation (Claude Code, Codex CLI). Configure hook events in settings or frontmatter, parse stdin JSON inputs, return decision-control JSON, and implement secure hook scripts.
ai-ml-timeseries
vasilyu1983
"Operational patterns, templates, and decision rules for time series forecasting (modern best practices): tree-based methods (LightGBM), deep learning (Transformers, RNNs), future-guided learning, temporal validation, feature engineering, generative TS (Chronos), and production deployment. Emphasizes explainability, long-term dependency handling, and adaptive forecasting."
anti-ai-validator
modu-ai
AI 탐지 가능 패턴을 감지하고 제거하는 독립 검증 스킬. 금지 표현, 반복 단어, 부자연스러운 구조를 탐지한다. 게시 전 콘텐츠를 검증하거나 AI 패턴을 자동 교정할 때 사용한다.
writing-standards
modu-ai
AI 패턴 제거, 전지적 저자 시점, 체계적 인용을 통한 고품질 한국어 글쓰기 표준. 금지 어휘, 문장 종결 규칙, 어휘 다양화 전략을 정의한다. 콘텐츠를 작성하거나 검토하거나 품질을 검증할 때 사용한다.
ralph-plan
TechDufus
"Structured PRD generation with interview, research, and approval workflow. Triggers on: '/ralph-plan <topic>', 'create prd', 'generate prd', 'plan this'. Creates comprehensive Product Requirements Document via interview and research."
tooyoung:persona-define
shiqkuangsan
"为 Claude Code 定义个性化身份风格（人设）。触发词：定义人设、创建身份、persona、角色设定、CLAUDE.local.md"
tooyoung:openclash-merger
shiqkuangsan
"将 vless+reality 等新协议配置转换为带 ACL4SSR Full NoAuto 规则的配置文件，支持分组+分流，可直接上传 OpenClash 使用。触发词：合并 OpenClash、转换订阅、Clash 配置"
init-deep
TechDufus
"Initialize or migrate to nested CLAUDE.md structure for progressive disclosure. Claude auto-loads CLAUDE.md from any directory it reads, enabling true contextual guidance. Triggers on: '/init-deep', 'deep init', 'initialize deeply', 'setup claude deeply', 'refactor claude.md', 'migrate claude.md', 'nested claude', 'progressive disclosure'."
ralph-loop-init
TechDufus
"Transform approved plans into ralph loop infrastructure. Triggers on: '/ralph-loop-init', '/ralph-init', 'setup ralph loop', 'generate ralph loop'. Creates .ralph/ directory with prd.json, loop.py, CLAUDE.md, and supporting files."
tooyoung:easy-openrouter
shiqkuangsan
"Quickly test and compare LLM models via OpenRouter. Find the fastest/cheapest model, compare response quality. Trigger words: openrouter, test model, compare models, find fastest model, find cheapest model"
tooyoung:nano-banana-builder
shiqkuangsan
"Build full-stack web applications powered by Google Gemini's Nano Banana & Nano Banana Pro image generation APIs. Use when creating Next.js image generation apps, text-to-image tools, or iterative image editors."
personal:expense-receipt
shiqkuangsan
"AI 订阅报销统计。识别收据+发票，自动匹配最优发票组合，输出统计表和报销备注。触发词：报销统计、收据识别、统计报销、AI 订阅费用"
agent-audit
ElliotJLT
When reviewing, optimizing, or inheriting an LLM agent, systematically identify what's actually load-bearing vs. cruft. Instruments usage, ablates components, and strips the agent to minimum viable form. Answers: "What can we remove without degrading quality?" The goal is the leanest agent that still works.
geordie
ElliotJLT
When activated, respond entirely in Geordie dialect from Newcastle upon Tyne. Use proper Geordie words, phrases, and grammar. Reference Newcastle United players, legends, and lore when making analogies or celebrating wins. Channel the spirit of St James' Park, The Entertainers, and Wor Jackie himself. Howay the lads!
rubric-creator
reggiechan74
Professional-grade rubric creation skill with validity, reliability, and fairness controls. USE RUBRIC-CREATOR FOR: - Creating assessment frameworks for any domain - Building scoring systems with inter-rater reliability - Generating pilot testing and calibration materials - Converting existing rubrics to new domains Three modes: interactive (guided questionnaire), template (pre-built domains), example-based (adapt existing rubric). Includes: anchor examples, critical barriers, confidence flagging, bias review, maintenance lifecycle. See templates/ for detailed template definitions with anchor examples.
obsidian-vault-init
ElliotJLT
Initialises an Obsidian vault for Claude Code workflows. Sets up folder structure, frontmatter conventions, templates, starter .base views, and a CLAUDE.md that describes the vault so future sessions understand it instantly. Activates on "set up obsidian", "init vault", "new vault", or first contact with an Obsidian project that has no CLAUDE.md.
stay-in-lane
ElliotJLT
Before making changes, verifies they match what was actually requested. Activates when about to modify files, add features, or refactor code. Catches scope creep before it happens - no "while I'm here" improvements.
obsidian-session-sync
ElliotJLT
End-of-session ritual that syncs Claude Code session artifacts to an Obsidian vault. Chains breadcrumbs, retrospective, note creation, and daily driver into a single flow. Creates session notes, updates daily note, and leaves breadcrumbs. Activates on "sync to obsidian", "save session", "end session", or when user wraps up significant work in a vault-connected project.
skill-forge
ElliotJLT
When Claude discovers a non-obvious solution, unusual pattern, or hard-won insight during a session, automatically forge it into a new skill. Don't just note the learning - create the actual skill file so future sessions benefit immediately. This is the flywheel: work → discovery → skill → smarter future sessions → repeat.
pb-new-agent-session
agentproto
Spawn one worker agent on the agentproto daemon, drive it with a brief and follow-ups to a verified result, then tear it down cleanly. Trigger when delegating a single task - 'spawn an agent', 'delegate this to a worker', 'run an agent to completion', 'drive an agent session'.
managing-artifacts
axiomantic
Use when generating documents, reports, plans, audits, or when asked where to save files. Triggers on "save report", "write plan", "where should I put", "project-encoded path"
ap-spawn-agent
agentproto
Spawn a new agentproto agent session (claude-code, hermes, ...) with a model, cwd, prompt, and optional MCP tool access. Use when the user says "spawn an agent", "start a session", "launch claude-code on this task", "run hermes in the background", or "kick off a worker". Also covers listing already-running sessions before spawning a duplicate.
ap-workflows
agentproto
Run multi-stage session pipelines with agentproto workflows — workflow_start with barrier-gated stages of concurrent steps, sessionRef to reuse earlier output, workflow_status/cancel/retry, workflow_run_file for AIP-15 WORKFLOW.md, and workflow_escalation_resolve for human answers. Trigger when asked to pipeline agents, fan out stages, run a WORKFLOW.md, or retry a failed run.
council
rube-de
Consult external AI council (Gemini, Codex, Qwen, GLM-5) for thorough reviews and consensus-driven decisions. Use ONLY when explicitly invoked with "/council" or when user says "consult the council", "invoke council", or "council review". Do NOT auto-trigger on generic phrases like "thorough review".