7. Writing & Documentation

Generates a polite response to de-escalate user frustration when encountering inappropriate language.

Generates comprehensive Product Requirement Plans (PRPs) by analyzing codebases, conducting external research, and defining validation gates for feature implementation.

Updates and maintains the sloc-guard project documentation following feature completion as requested by the user.

Refines written content across languages, ensuring grammatical accuracy, authentic voice, and strategic insight through pattern detection to avoid AI detection.

Manages AGENTS.md files for AI agent project documentation, handling creation, updates, and validation as requested by users.

Enables quick navigation to Fakt's MkDocs documentation for features, guides, and troubleshooting resources.

Generates brand-aligned marketing copy and communications for Ascent Training, emphasizing transparent AI explanations and the tagline 'You Climb. We Guide. We Learn.'

Generates concise, token-efficient feature briefs for handoff to AI coding agents, capturing architecture decisions and implementation intent.

Generates professional LinkedIn posts based on brand tone and content themes, optimized through iterative feedback for immediate publication.

Optimizes article structure for AI models (e.g., ChatGPT, Claude) to ensure Google indexing and AI citation readiness.

Generates structured project planning documentation including phases, verification criteria, and conditional technical artifacts for web development projects.

Provides LaTeX templates and formatting guidelines for scientific publications, conferences, and grant proposals to ensure venue-specific compliance.

Generates concise, evidence-based medical treatment plans in LaTeX/PDF format across specialties, incorporating SMART goals, HIPAA compliance, and clinical actionability.

Creates compliant clinical reports including case, diagnostic, trial, and patient documentation with regulatory templates and validation.

Generates compliant research proposals for NSF, NIH, DOE, and DARPA with agency-specific formatting, budgeting, and innovation narratives.

Master techniques for writing clear product specifications (PRDs), user stories, and acceptance criteria to align teams and reduce ambiguity.

Provides standardized templates for writing user stories, acceptance criteria, and applying INVEST criteria in agile development.

Provides standardized templates and best practices for writing Product Requirements Documents (PRDs), covering structure, problem statements, success metrics, and user stories.

Refines written content for improved clarity, coherence, and conciseness in professional and creative writing.

Generates a comprehensive Product Requirements Document (PRD) for new features, outlining specifications, requirements, and business context.

Automates design document creation for architectural decisions and converts markdown to org-mode when needed.

Creates feature specification documentation in README.md format for Formic tasks, streamlining technical documentation workflows.

Generates structured project documentation including requirements, system design, and task breakdowns with traceability for software development projects.

Reviews .instructions.md files for structure, completeness, consistency, and adherence to documentation standards to ensure content quality.