Escrita e Conteúdo

Use when the user wants to add a record into a DingTalk table through an automation webhook, especially when they describe the record in natural language, provide a Markdown file path as the content source, or need field validation, a field-summary preview, and explicit confirmation before sending. Image recognition is opt-in — only enabled when the user explicitly requests it.

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

Runs a mandatory completion checklist before declaring any worldbuilding task finished. Catches missing frontmatter, broken cross-references, unlinked glossary terms, and deferral language. Use after writing any content, before reporting task complete, or when user says "is this done", "verify", "check my work", or "completion check". Does NOT write content — only verifies.

SEO content strategy, writing, and auditing. Plans topic clusters, writes search-optimized articles, and audits existing pages. Use for blog posts, landing page copy, content calendars, keyword research, SEO audits, and content strategy planning. Use when the user says "SEO", "content plan", "write blog post", "optimize for search", "keyword research", "audit page", "content calendar", "write an a

Deep-dive research and analysis of external reference materials (YouTube videos, articles, GitHub repos, documentation, code sources) against the current project. Reads pulse-config.yaml for config. Reports save to {research_dir}/deep-dives/. ONLY trigger when the user explicitly asks to research, analyze, or compare a resource against their project — not just because they share a link. Trigger: "

Optimize documentation for AI coding assistants and LLMs. Improves docs for Claude, Copilot, and other AI tools through c7score optimization, llms.txt generation, question-driven restructuring, and automated quality scoring. Use when asked to improve, optimize, or enhance documentation for AI assistants, LLMs, c7score, Context7, or when creating llms.txt files. Also use for documentation quality a

Comprehensive marketing analysis and automation suite. Audit websites, generate copy, build email sequences, create content calendars, analyze competitors, and produce client-ready reports.

Generative Engine Optimization — optimize content for AI search engines (ChatGPT, Perplexity, Google AI Overviews, Gemini). Use when user wants to rank in AI search, improve AI citability, audit content for LLM visibility, or explicitly invokes /geo commands. Triggers on "GEO", "generative engine", "AI search", "AI overviews", "citability", "Perplexity", "ChatGPT search", or /geo commands.

Scans a project for agent-harness gaps and outputs a prioritised list with paste-ready config snippets to close them. Covers hooks, CI, pre-commit, instruction file quality, init.sh, and session discipline. Use when starting a new project, auditing an existing harness, writing or reviewing CLAUDE.md/AGENTS.md, setting up CI gates, beginning multi-day autonomous work, or when user says "set up harn

Detection pass for AI-generated patterns and clichés. Final check before publishing. Returns a list of detected issues with severity and fix suggestions.

Introduces the scribetronic project layout, CLI, and skills to AI agents working ON this codebase.

Critical editorial analysis of articles. Examines structure, argument strength, relevance, and readability. Use for substantive editing - challenging what's said and how, not just polish.