
Claude Skills by jmagly
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Scan existing campaign materials, media kit, or marketing assets and generate intake documents by analyzing content, brand elements, and performance data
Validate manually-created campaign intake forms and kick off Strategy phase with agent assignments
Project directory path (default current directory)
Generate or complete marketing intake forms (campaign-intake, brand-profile, option-matrix) with interactive questioning and optional guidance
Enable interactive question mode
Marketing framework quick reference — capability domains and curated discovery phrases for campaign intake, brand compliance, content production, audience synthesis, and approval workflows
Project directory path (default current directory)
Project directory path (default current directory)
Project directory path (default current directory)
Project directory path (default current directory)
Project directory path (default current directory)
Project directory path (default current directory)
Download media from discovered sources with format selection and progress tracking
Analyze an artist's discography to identify eras, catalog structure, and collection plan
Patterns for acquiring content from Internet Archive and archival sources
Assemble media into thematic compilations, concert films, era playlists, and narrative experiences
ffmpeg patterns for extracting audio from video files and transcoding between formats
Analyze collection completeness against canonical discography and generate prioritized gap report
Patterns for finding, processing, and embedding cover artwork into media files
Orchestrate end-to-end media curation from analysis through acquisition, tagging, and verification
Export media collection to platform-specific formats (Plex, Jellyfin, MPD, mobile, archival)
Discover and rank media sources across platforms for an artist or specific content
Document missing content in media archives with standardized GAP-NOTE markers that guide acquisition and measure completeness
SHA-256 checksum manifest generation, self-verification, and PREMIS fixity patterns
Media-curator framework quick reference — capability domains and curated discovery phrases for discography analysis, source discovery, acquisition, quality filtering, metadata, and archive integrity
opustags and ffmpeg patterns for applying metadata to audio and video files
W3C PROV-O patterns for tracking media derivation chains and production history
Accept/reject logic and quality scoring heuristics for media content
Apply metadata tags, embed artwork, and organize media files with consistent naming
Verify archive integrity with self-verifying SHA-256 checksums, generate VERIFY.md, and optionally create W3C PROV provenance
yt-dlp patterns for acquiring content from YouTube and video platforms
Ops framework quick reference — capability domains, extension model, and curated discovery phrases for runbooks, inventory, audit trail, and verification
Research-grounded validation of a target (file, directory, or topic) against external best practices and vendor docs. Produces a cited, evidence-grounded comparison.
Rebuild bidirectional citation edges in a research corpus. Scans outgoing citations, computes the inverse map, rewrites incoming tables. Fixes one-directional graphs.
Package corpus subsets as distribution archives. Filter by cluster, topic, REF range, or custom expression; bundles PDFs, analysis, citations, and BibTeX into tar.gz.
Build graph indices (by-topic, by-year, authors, citation-network) from corpus state using definitions in .aiwg/config.yaml. Replaces a manual 3-agent dispatch.
Generate a corpus snapshot report — computes dimensions, topology, degree distribution, delta from previous. Helps with cluster, chain, and gap analysis sections.
Induct research sources (issue, file, directory, or URI) into a research corpus — reads, annotates, and files structured induction tasks. Like address-issues but for research.
Download research papers and extract metadata
Package research artifacts for long-term archival
Search for research papers across academic databases
Generate summaries and literature notes from research papers
Build the mutual citation graph, find connected components, identify isolated clusters, and optionally search for bridge candidates and file gap issues.
Analyze gaps in research coverage
Run the research corpus lint ruleset to detect structural and referential integrity issues — orphan notes, missing frontmatter, broken references, missing GRADE assessments.
Query provenance chains and artifact relationships
Audit a research corpus for shallow stubs, missing sources, and doc-depth issues. Detects docs written from abstracts rather than full papers; can dispatch expansion agents.