提示词
提示词工程与模板
performance-metrics
bdfinst
Log task completion data to .claude/metrics/. Use at the end of every task to record tokens, cost, agents used, rework cycles, and hallucination events. Also use for periodic reporting to identify efficiency and quality trends.
skill-creator
vercel-labs
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.
gpt-researcher
assafelovic
GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations. Use this skill when helping developers understand, extend, debug, or integrate with GPT Researcher - including adding features, understanding the architecture, working with the API, customizing research workflows, adding new retrievers, integrating MCP data sources, or troubleshooting research pipelines.
knowledge-absorber
YuJunZhiXue
深度解析链接、文档或代码，生成“全能导师级”的教学笔记（零基础直达精通）。具备“真理锚定”校验能力，自动识别幻觉与过时信息。
nano-banana-pro
steipete
Generate/edit images with Nano Banana Pro (Gemini 3 Pro Image). Use for image create/modify requests incl. edits. Supports text-to-image + image-to-image; 1K/2K/4K; use --input-image.
dev
atopile
"LLM-focused workflow for working in this repo: compile Zig, run the orchestrated test runner, consume test-report.json/html artifacts, and discover/debug ConfigFlags."
hypogenic
jimmc414
Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing hypotheses against observational data, or conducting systematic hypothesis exploration for research discovery in domains like deception detection, AI content detection, mental health analysis, or other empirical research tasks.
claude-setup-audit
codemie-ai
This skill should be used when the user asks to "audit my claude setup", "check my claude configuration", "assess my claude code setup", "audit claude", "review my .claude folder", "is my claude setup correct", "check repo health", "assess my skills quality", "review my agents", "check my CLAUDE.md", "validate my hooks", "audit claude configuration", "check my MCP config", "how good is my claude setup", "scan my .claude folder", or wants a comprehensive quality assessment of all Claude Code components in a repository. Evaluates skills, subagents, CLAUDE.md rules, commands, hooks, and MCP configuration against established best practices. Produces a graded health report (A–F per component) with good/bad example references and prioritized recommendations.
fastmcp-client-cli
PrefectHQ
Query and invoke tools on MCP servers using fastmcp list and fastmcp call. Use when you need to discover what tools a server offers, call tools, or integrate MCP servers into workflows.
agnix
agent-sh
"Use when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'. Validates agent configuration files against 230 rules across 10+ AI tools."
agnix
agent-sh
"Use when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'. Validates agent configuration files against 230 rules."
ai-pdf-builder
pedronauck
AI-powered PDF generator for legal docs, pitch decks, and reports. SAFEs, NDAs, term sheets, whitepapers. npx ai-pdf-builder. Works with Claude, Cursor, GPT, Copilot.
session-init
Chachamaru127
"環境チェックとタスク状況概要でセッション初期化。Use when user mentions starting a session, beginning work, or status checks. Do NOT load for: implementation work, reviews, or mid-session tasks."
harness-update
Chachamaru127
"Harnessを安全にアップデート。バックアップ付きで安心安全。Use when user mentions '/harness-update', update harness, update version, or template updates. Do NOT load for: app updates, dependency updates, product version bumps."
session-memory
Chachamaru127
"セッション間の学習と記憶の永続化を管理。Use when user asks about previous sessions, history, or to continue from before. Do NOT load for: implementation work, reviews, or ad-hoc information."
parallel-workflows
Chachamaru127
"複数タスクの並列実行を最適化。Use when user mentions running tasks in parallel or together. Do NOT load for: single tasks, sequential-only work, or tasks with dependencies."
generate-slide
Chachamaru127
"Generate project intro slides with Nano Banana Pro. Use when user mentions slide, project slide, 1-page summary, or visual introduction. Do NOT load for: video generation, presentation decks."
workflow-guide
Chachamaru127
"Cursor ↔ Claude Code 2-Agentワークフローのガイダンスを提供。Use when user asks about workflow, collaboration, or process. Do NOT load for: implementation work, workflow setup, or executing handoffs."
llm-provider-usage-statistics
letta-ai
Reference guide for token counting and prefix caching across LLM providers (OpenAI, Anthropic, Gemini). Use when debugging token counts or optimizing prefix caching.
codex-review
Chachamaru127
"Codexにセカンドオピニオンを求める。AI同士の忖度なしガチレビュー。Use when user mentions 'Codex レビュー', 'セカンドオピニオン', 'Codex の意見', 'Codex でレビュー', or 'Codex セットアップ'. Do NOT load for: 'Codex に実装させて', 'Codex Worker', 'Codex に作らせて', '実装を依頼'."
release-har
Chachamaru127
"Universal release automation. CHANGELOG, commit, tag, GitHub Release supported. Use when user mentions release, version bump, create tag, publish release. Do NOT load for: harness release (use x-release-harness instead)."
cc-cursor-cc
Chachamaru127
"Cursor PMでアイデアを検証し、Plans.mdを更新してバトンタッチ。2-Agentワークフロー対応。"
generate-slide
Chachamaru127
"Generate project intro slides with Nano Banana Pro. Use when user mentions slide, project slide, 1-page summary, or visual introduction. Do NOT load for: video generation, presentation decks."
codex-review
Chachamaru127
"Codexにセカンドオピニオンを求める。AI同士の忖度なしガチレビュー。Use when user mentions 'Codex レビュー', 'セカンドオピニオン', 'Codex の意見', 'Codex でレビュー', or 'Codex セットアップ'. Do NOT load for: 'Codex に実装させて', 'Codex Worker', 'Codex に作らせて', '実装を依頼'."