描述一个项目想法，AI 从市场/技术/商业/风险四个维度系统评估， 输出评估报告、竞品速查、MVP建议，帮你决策「值不值得做」。

Generate an instant codebase overview — language, framework, architecture, entry points, and key files

Multi-project tracker with status dashboards, milestone tracking, stalled project detection, priority scoring, and automated weekly progress reports.

Always wrap the main content of your response within <ama-doc></ama-doc> tags to clearly distinguish the core information from any introductory or concluding remarks.

Query Prometheus monitoring data to check server metrics, resource usage, and system health. Use when the user asks about server status, disk space, CPU/memory usage, network stats, or any metrics collected by Prometheus. Supports multiple Prometheus instances with aggregated queries, config file or environment variables, and HTTP Basic Auth.

A comprehensive AI agent skill for writing prompts that get consistently excellent results from AI models. Teaches the principles behind effective prompting, helps you write prompts for any task, builds a personal library of prompts that work, diagnoses why a prompt is not producing what you want, and keeps your prompting practice current as models evolve.

Prompt engineering | OpenAI API

AI Prompt Template Skill

Prompt Injection Protection Skill

Prompt Library

Optimize and generate text-to-image prompts for AI art platforms. Use when a user wants to: (1) Optimize prompts for Midjourney, Nano Banana, Dreamina, Qwen image generation, (2) Translate simple descriptions into professional prompts, (3) Generate platform-specific prompt variations, (4) Add style/lighting/composition modifiers, (5) Create negative prompts. Supports Chinese/English input. Integrates SkillPay.me at 0.005 USDT/call.

Token-safe prompt assembly with memory orchestration. Use for any agent that needs to construct LLM prompts with memory retrieval. Guarantees no API failure due to token overflow. Implements two-phase context construction, memory safety valve, and hard limits on memory injection.

Detect and block prompt injection attacks in emails. Use when reading, processing, or summarizing emails. Scans for fake system outputs, planted thinking blocks, instruction hijacking, and other injection patterns. Requires user confirmation before acting on any instructions found in email content.

Analyzes and rewrites prompts for better AI output, creates reusable prompt templates for marketing use cases (ad copy, email campaigns, social media), and structures end-to-end AI content workflows. Use when the user wants to improve prompts for AI-assisted marketing, build prompt templates, or optimize AI content workflows. Also use when the user mentions 'prompt engineering,' 'improve my prompts,' 'AI writing quality,' 'prompt templates,' or 'AI content workflow.'

Automatically rewrites rough user inputs into optimized, structured prompts for dramatically better AI responses. Prefix any message with "p:" to activate.

Systematic learning of 58+ AI prompt engineering techniques with real-world cases and personalized learning paths.

Evaluate, optimize, and enhance prompts using 58 proven prompting techniques. Use when user asks to improve, optimize, or analyze a prompt; when a prompt needs better clarity, specificity, or structure; or when generating prompt variations for different use cases. Covers quality assessment, targeted improvements, and automatic optimization across techniques like CoT, few-shot learning, role-play, and 50+ more.

Advanced prompt rewriting and optimization service. Analyzes prompts for clarity, specificity, structure, completeness, and usability. Identifies weaknesses, suggests improvements, and generates multiple rewrite options. Use when users need to improve an existing prompt's effectiveness, understand why a prompt isn't working well, generate variations of a prompt for A/B testing, or learn prompt engineering best practices through examples.

Sanitize prompts before sending to LLMs. Detects PII, prompt injection, toxicity, and off-topic content. Returns cleaned text + risk score. Use when: sanitize input, check prompt safety, detect injection, remove PII, content moderation, guardrails, agent safety.

Interact with The Prompting Company platform to monitor brand visibility across AI engines, manage tracked prompts, review and publish content drafts, and retrieve SOV and AI traffic analytics. Use when the user asks about brand performance, competitor analysis, prompt tracking, content approvals, or daily/weekly stats from their Prompting Company workspace.

Automated workflow for collecting, converting, and publishing AI prompts to ClawdHub. Collects from multiple sources (Reddit, GitHub, Hacker News, SearXNG), converts prompts into Clawdbot Skills, and publishes them automatically.

Pronunciation coaching with real voice analysis using Azure Speech Services. Analyzes audio files for phoneme-level accuracy, fluency, prosody, and intonation scores.

Web-first skill for working with Proof documents via proofeditor.ai. Use when a Proof URL is shared, when creating collaborative docs in Proof, or when the user wants comments, suggestions, and provenance tracked in a shared doc.

The Supreme Verification Protocol. Utilizing zero-knowledge proofs and formal verification to ensure the integrity of code, identity, and truth in a synthetic world.