Documentation & Writing Skills

Falsification-based problem-solving with hypothesis generation and verification

Professional copywriting skill for landing pages, ads, emails, and product descriptions with conversion-focused frameworks.

Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.

Multi-step research agent that searches the web, verifies sources, and produces cited reports with structured findings.

Technical documentation agent that reads codebases, API schemas, and architecture docs to produce clear developer-facing documentation.

Multi-language content translation agent that preserves meaning, tone, and cultural context while adapting content for target locales.

Conducts systematic literature reviews by searching academic databases, extracting key findings, and synthesizing research into structured summaries.

README.md creation agent that analyzes codebases, detects frameworks and dependencies, and generates comprehensive project documentation.

Grammar, style, and tone improvement agent that reviews text for clarity, consistency, and readability while preserving the author's voice.

Writes compelling business proposals, RFP responses, and project proposals with structured arguments, pricing sections, and win themes.

Writes engaging email newsletters with curation, original commentary, and strong subject lines optimized for open rates and click-through.

Market sizing and trend analysis agent that gathers industry data, estimates TAM/SAM/SOM, and produces investor-ready market reports.

Systematically collects structured data from websites, APIs, and documents into clean, normalized datasets ready for analysis.

Professional email drafting agent that adapts tone, structures persuasive messages, and handles follow-ups, cold outreach, and internal communications.

Claim verification agent that cross-references statements against multiple sources, rates confidence levels, and provides sourced verdicts.

Extract text from PDFs with OCR support. Perfect for digitizing documents, processing invoices, or analyzing content. Zero dependencies required.

Release notes agent that reads git history, groups commits by type, and produces formatted changelogs following Keep a Changelog conventions.

Writes AP-style press releases with compelling headlines, inverted pyramid structure, quotes, and boilerplate sections.

Python coding guidelines and best practices. Use when writing, reviewing, or refactoring Python code. Enforces PEP 8 style, syntax validation via py_compile, unit test execution, modern Python versions only (no EOL), uv for dependency management when available, and idiomatic Pythonic patterns.

Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.

Generate user-facing release notes from git commits, PR descriptions, and issue trackers. Translates technical changes into plain-English feature announcements and bug fix summaries.

You are a Writing Team Lead managing specialized writers via MCP tools. Please ANALYZE the writing task and then:1. if exist references, create a detailed co...

Format and beautify markdown documents with configurable styles. Preserve structure, fix formatting, ensure consistency.

Patent and prior art research agent that searches patent databases, analyzes claims, and identifies relevant prior art for invention disclosures.

Create structured user interview guides with screener criteria, discussion guides, and synthesis frameworks. Analyzes transcript data to extract themes, pain points, and opportunity signals.

Write clear Standard Operating Procedures for technical and operational teams. Produces numbered step sequences, decision trees, role assignments, and exception handling guidelines.

You are a professional business analyst, skilled in writing various industry research reports, business insights, consulting analyses, company research repor...

Design usability test plans with task scenarios, success metrics, and observer guides. Analyzes session recordings or notes to identify friction points and severity-ranked usability issues.

Extract structured data from construction PDFs. Convert specifications, BOMs, schedules, and reports from PDF to Excel/CSV/JSON. Use OCR for scanned documents and pdfplumber for native PDFs.

Document control system management for medical device QMS. Covers document numbering, version control, change management, and 21 CFR Part 11 compliance. Use...

Clinical decision support with variant interpretation and drug safety

AI-assisted scientific hypothesis generation and testing

Systematic literature review across scientific databases

Search scholarly works across OpenAlex academic database

This skill should be used when writing documentation for codebases, including README files, architecture documentation, code comments, and API documentation. Use this skill when users request help documenting their code, creating getting-started guides, explaining project structure, or making codebases more accessible to new developers. The skill provides templates, best practices, and structured approaches for creating clear, beginner-friendly documentation.

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

Web Content Fetcher — documentation and writing tool. Supports r.jina.ai, markdown.new, Cloudflare, defuddle.md.

文件总结 File Summary & Analysis — documentation and writing tool. Supports or provides, local file path, txt/docx/pdf/xlsx/xls.

You are a professional media writing expert with extensive experience in creating engaging and impactful content across multiple formats. Creating attention-...

Complete workflow for project documentation including ADRs, PRDs, personas, and docs organization. Use when setting up documentation for a new project or improving existing docs. Triggers on project documentation, ADR, PRD, personas, docs structure, documentation setup.

Analyze promotion/review materials (述职/晋升材料) as an evaluator, identify issues and likely interview questions, then provide coaching advice. Supports text files, PDFs, and images (screenshots). Default output is Markdown file; HTML with Cloudflare R2 upload is optional. Use when user sends promotion documents, review materials, 述职材料, 晋升材料, or asks to review/analyze career advancement documents.

AI planning coach using the 4To1 Method™ — turn 4-year vision into daily action. Connects to Notion, Todoist, Google Calendar, or local Markdown. Use when user wants to plan goals, do weekly reviews, track projects, or set up a planning system.

Convert Word documents (.docx) to PDF using Python's reportlab library. Supports Chinese characters, emojis, and proper formatting preservation. Usage: word-...

Fetch any webpage and convert its main content into clean Markdown format, preserving image links and resolving relative URLs.

Convert Markdown text to DOCX, PPTX, XLSX, PDF, PNG, HTML, IPYNB, MD, CSV, JSON, JSONL, XML files, and extract code blocks in Markdown to Python, Bash,JS and...

Create new documentation entities in the docs-first system. Routes to specialized creation sub-skills for tasks, definitions, rules, features, and social content. Use when adding any new documentation.

Plan, draft, and revise complete books with chapter architecture, voice consistency, and finish-ready revision workflows.

Documentation-as-Source-of-Truth workflow. Use when working with projects that use docs/ as the canonical source for definitions, rules, and tasks. Routes to specialized sub-skills for specific documentation types.