Manage article task queue - add, filter, update status, and track multi-language outputs
Generates high-quality, long-form content that mimics specific brand voices while eliminating generic AI writing patterns.
Generates human-like, brand-aligned long-form content including articles, newsletters, and technical guides while eliminating generic AI…
Transforms fragmented content assets into structured books, courses, or professional manuals using an intelligent assessment framework.
Build, query, inspect dependencies, sync Fortemi Core cache, and report status for the searchable index of SDLC artifacts in .aiwg/
Search and navigate SDLC artifacts by topic, type, phase, or tag using the aiwg index CLI
Orchestrate multi-agent artifact generation using the Primary Author, Parallel Reviewers, Synthesizer, Archive pattern
Generates standardized, production-ready documentation for Huawei Ascend NPU Triton operators including API signatures, support matrices…
Generate plain ASCII box-flow diagrams (boxes + arrows) for environments without renderers, with alignment rules and split strategies for…
Research a question, check existing knowledge first, draft a knowledge doc from the answer, and save directly to the appropriate category.
Assemble media into thematic compilations, concert films, era playlists, and narrative experiences
Generates professional exams, mock tests, and learning evaluations using Bloom's Taxonomy and AI-driven assessment trends.
Expert in Astro framework with static generation and partial hydration patterns
Set up and evolve Astro content collections with typed schemas and reliable querying patterns.
Astro framework patterns, islands architecture, content collections, rendering strategies, and deployment.
Records browser sessions via Playwright and converts video to GIF.
Knowledge engineer — architecture docs, ADRs, diagrams, changelogs, onboarding, and reports.
ffmpeg patterns for extracting audio from video files and transcoding between formats
ffmpeg audio mixing patterns for video production.
Generate audio content — text-to-speech, podcasts, voice cloning, sound effects, speech-to-speech, dubbing, and audio isolation.
Cross-checks citation keys in index.qmd against references.bib, reporting missing, orphaned, and duplicate entries.