Maintains changelogs following Keep a Changelog format, categorizes changes by type.
Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns.
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms…
Improve layout, spacing, and visual rhythm.
Spectral vector search using graph Laplacian eigenstructure.
Diagnoses Java application performance issues and JVM problems in real-time using the Alibaba Arthas toolkit.
Generate hand-drawn 16:9 article illustrations with the Grav character IP, sparse annotations, and absurd but clear visual metaphors.
Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied…
Transforms fragmented content assets into structured books, courses, or professional manuals using an intelligent assessment framework.
Design the words in a product — labels, instructions, errors, confirmations, empty states, onboarding copy, tooltips, voice and tone…
Sanitizes and refines iterative AI deliverables by removing conversational residue, meta-commentary, and revision artifacts for clean…
Build, query, inspect dependencies, sync Fortemi Core cache, and report status for the searchable index of SDLC artifacts in .aiwg/
Orchestrate multi-agent artifact generation using the Primary Author, Parallel Reviewers, Synthesizer, Archive pattern
Reviews a finished code change, document, issue output, execution graph, or integrated project result through predefined risk-selected…
Use when a member pastes the ArtifactBridge product tour prompt or asks for the ArtifactBridge tour.
Use when working with ArtifactBridge documents and review threads over MCP from Claude Code, Codex, Grok Build, OpenCode, or Hermes…
A background drawing hand for a one-page, picture-first HTML artifact that grows over a session — one agent dispatched once and resumed…
Search and retrieve preprints from the arXiv open-access repository