Maintains changelogs following Keep a Changelog format, categorizes changes by type.
Atlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation.
Makes AI-generated content sound genuinely human — not just cleaned up, but alive.
Use when targeting Art History (the Association for Art History journal) or deciding whether a theoretically engaged art-history…
Manage article task queue - add, filter, update status, and track multi-language outputs
Generates platform-tailored, fact-grounded article headlines and title variations for Chinese social media and publishing channels.
Use to choose the PNAS Nexus article type, structure the main text, and hold the page-based length budget — Research Report / Brief Report…
Transforms fragmented content assets into structured books, courses, or professional manuals using an intelligent assessment framework.
Use when the user wants a cited, structured read of local documents and project knowledge.
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 pixel-perfect ASCII box diagrams for architecture docs, READMEs, and code comments.
Loads a PDF, notes, manual, or e-book and answers questions solely with the content of that document—with verbatim quotes and pointers…
Research a question, check existing knowledge first, draft a knowledge doc from the answer, and save directly to the appropriate category.
Run ASSAY — the NOW Group white paper audit — against a draft, with blocking human gates at every point the model cannot know the answer.
Assemble media into thematic compilations, concert films, era playlists, and narrative experiences
Use when hardening the assumptions, results, and proof architecture of a Journal of Economic Theory (JET) paper — the theory analogue of…
Build content-focused websites with Astro — zero JS by default, islands architecture, multi-framework components, and Markdown/MDX support.