Astro Web Development
Builds and optimizes high-performance, content-driven websites using the Astro web framework and its unique islands architecture.
Sidecar Lint & Repair
Maintains structural integrity and metadata accuracy for citation sidecars within research corpora.
Research Citation Manager
Automates the synchronization of bidirectional citation edges across research corpora to ensure documentation consistency and traceability.
Metadata Tagging & Media Curator
Automates the application of metadata tags and cover art to audio and video files using command-line tools like opustags and ffmpeg.
Research Corpus Index Builder
Renders comprehensive, human-readable markdown index views and citation networks from research corpus metadata.
Audio Extraction & Transcoding
Extracts, transcodes, and verifies audio tracks from video files using optimized ffmpeg patterns.
Archive Answer
Captures and persists AI-generated insights as structured, searchable artifacts within the project directory.
Media Collection Completeness Checker
Analyzes media collections against canonical discographies to identify missing items and generate prioritized acquisition reports.
Research Archive & Preservation
Packages research artifacts into standardized archival formats for long-term preservation and integrity verification.
Media Curation Orchestrator
Orchestrates the end-to-end media curation lifecycle from discography analysis and source discovery to metadata tagging and platform export.
Soul to Voice Profile Generator
Transforms comprehensive SOUL.md identity files into standardized AIWG voice profiles for consistent AI communication.
Doc Consolidate
Crawls and categorizes scattered repository documentation into a centralized, searchable reference index.
Research Corpus Integrity Linter
Validates the structural and referential integrity of research corpora to ensure note quality and connectivity.
Knowledge Base Health Audit
Audits and maintains the structural integrity of your knowledge base by fixing broken links, identifying orphan pages, and regenerating indexes.
Knowledge Base Ingestor
Ingests content from URLs, files, and notes into a structured knowledge base with automated summarization and entity extraction.
Media Quality Assessor
Evaluates and scores media content quality based on technical metadata and keyword heuristics to automate acceptance or rejection workflows.
Workspace Realign
Synchronizes and updates project documentation by analyzing code changes and git commit history.
Gap Documentation Media Curator
Standardizes the documentation and acquisition of missing assets in media archives using structured markers.
Cover Art Embedding
Automates the discovery, processing, and embedding of high-quality cover artwork into audio and video files.
ROKO Voice Transformer
Transforms standard technical documentation into a dense, cypherpunk-inspired narrative known as ROKO voice.
Doc Consolidate
Categorizes and indexes scattered documentation across a repository into a unified reference directory.
Documentation-Code Sync
Eliminates documentation drift by automatically synchronizing code and project docs through parallel AI audits and automated fixes.
Soul Apply
Infuses AI-generated content with a specific worldview, opinions, and character based on a SOUL.md identity file.
AIWG Agents Documentation Generator
Automates the creation and updating of AGENTS.md files by analyzing codebase structure and build commands for AI agent integration.
Media Collection Exporter
Exports curated media collections to platform-specific formats with automated transcoding, metadata embedding, and optimized directory structures.
Artist Discography Analyzer
Automates comprehensive music artist research to generate structured discography profiles, creative era maps, and catalog organization strategies.
Research Quality Audit
Audits research repositories for content depth, missing source files, and incomplete analysis documents to ensure high-quality documentation.
Documentation-Code Sync
Synchronizes documentation and source code automatically to eliminate drift using parallel auditing and AI-powered refinement.
Media Provenance Tracking
Implements W3C PROV-compliant tracking to document the full production history and derivation chains of media archives.
Documentation Sync
Synchronizes documentation and source code to eliminate drift through parallel auditing and intelligent auto-fixes.
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