Technical Writing

Generates an IEEE 830 software requirements specification from raw client input, guiding users through structured clarification rounds and producing a compliant document.

Creates or improves academic presentations with structured argument, communication-first design, and slide-by-slide content guidelines for conference papers, thesis defenses, and research talks.

Reconstructs editable LaTeX source from compiled PDFs by extracting text, math, tables, figures, and structure with pymupdf and AI.

Generate a structured specification document before writing implementation code, validating scope, drafting specs, and registering them in the project.

Generates a CONTEXT.md routing file for a specified project subdirectory, following the canonical anatomy and ensuring it meets size and content constraints.

Turns a process description into a complete Standard Operating Procedure document with numbered steps, decision points, checklists, and troubleshooting guidance.

Produces high-quality written knowledge artifacts such as READMEs, guides, API specs, tutorials, runbooks, and wikis, with audience-appropriate structure and accuracy.

Extracts and formalizes domain terminology from a conversation into a consistent glossary saved to a local file.

Runs a structured interview that stress-tests a plan against the project's domain model, sharpens terminology, and updates CONTEXT.md and ADRs inline as decisions are made.

Guides users through a structured three-stage workflow for co-authoring documents, from context gathering to reader testing.

Creates CodeTour `.tour` files with real file and line anchors for guided codebase walkthroughs, including onboarding, architecture, PR, and RCA tours.

Guides users through ECC's components and installation by inspecting the live repository before answering.

Generates user-facing changelogs for stable releases of the Galyarder Framework, following calendar versioning and including breaking changes, highlights, improvements, fixes, and contributor attribution.

Audits top-level documentation against recent git history to detect drift, applies minimal edits, and opens a pull request.

Generates the stable Galyarder Framework release changelog at releases/vYYYY.MDD.P.md by reading commits, changesets, and merged PR context since the last stable tag.

Captures operational workflows, release procedures, incident patterns, or support processes as repeatable runbooks.

Writes documentation optimized for AI agent consumption, including SKILL.md, README, and API docs, using layered context hierarchies and RAG-friendly formatting.

Manages semantic versioning and changelog documentation for Flutter projects, defining a structured process for recording additions, changes, and removals across backend and mobile releases.

Generates a single unified changelog from git history, written in plain language for the whole company, defaulting to Slovak and comparing the release branch against develop for unreleased changes.

Audits codebases, pages, or documents for AI-generated design and copy tells, then proposes surgical fixes for user approval.

Structures an Architecture Decision Record (ADR) to capture context, decision, and consequences of significant architectural choices, ensuring decisions are documented with sufficient detail for future teams.

Structures a Request for Comments (RFC) document for proposing significant technical changes that require cross-team input and approval, guiding authors through problem definition, proposed solution, alternatives analysis, and rollout planning.

Provides contact information and contribution guidelines for a project, including repository links and instructions for reporting errors.

Test your understanding of MkDocs, Material theme, configuration, navigation, version control, and GitHub deployment with these questions.

Writes an actionable markdown implementation plan with bite-sized TDD tasks, exact paths, code, and commands, without executing it.

Drafts a changelog entry from local git history between two refs, matching the project's existing changelog format, and writes it to a draft file.

Enforces system design, project structure, dependency management, error handling, testing, and documentation standards at principal-engineer level.

规划、撰写、重构、润色、压缩、扩写、收口和审校中文医学文本，并为持续项目建立写作主控索引、内容型总纲、全文一致性账本、章节任务书、证据账本、决策记录和最终交付物清单。支持 Grant（医学基金标书、项目申请、研究目标、任务分解、技术路线、进度与甘特图、项目管理、风险分析、创新性、预期效益、研究基础和可行性论证）与 Journal（毕业论文、期刊论文、综述、病例报告、指南解读和学术报告），自动识别或联合调用全文建构、局部构篇、语言精修、结构审计、语言审计及项目收口。

Analyzes code directories to produce C4 code-level documentation with function signatures, dependencies, and structure diagrams.

Reference for building real-time voice and multimodal AI applications with Pipecat, covering pipelines, speech services, LLMs, transports, and deployment.

Generates thorough README.md documentation by exploring a codebase, identifying the tech stack and deployment target, and writing detailed setup, architecture, and deployment sections.

Configure repository-specific guidance for GitHub Copilot by creating and structuring .github/copilot-instructions.md files.

Generate a NullPointer Studio styled PDF penetration test report from findings.json, producing a professional dark-themed PDF with executive summary, risk dashboard, per-finding cards, and remediation summary.

Create, extract, or convert architectural decision records (ADRs) using a structured template, with project context discovery and evidence-based review.

Redige petições iniciais possessórias pelo procedimento especial do CPC (arts. 554-568), abrangendo manutenção, reintegração e interdito proibitório, com classificação da lesão, forca nova/velha e pedido de liminar.

Build content-focused websites with Astro — zero JavaScript by default, islands architecture, multi-framework components, and Markdown/MDX support.