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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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# Standards Reference Standards used by the Media Curator framework for metadata, integrity, provenance, and interoperability. ## Metadata Standards ### ID3v2.4 (Audio - MP3) - **Specification**: id3.org v2.4.0 - **Usage**: Tagging MP3 files with title, artist, album, artwork - **Key frames**: TIT2 (title), TPE1 (artist), TALB (album), TRCK (track), TDRC (year), APIC (picture) ### Vorbis Comments (Audio - Opus, FLAC, OGG) - **Specification**: xiph.org Vorbis Comment - **Usage**: Tagging Opus and FLAC files - **Key fields**: TITLE, ARTIST, ALBUM, TRACKNUMBER, DATE, GENRE - **Tool**: `opustags` for Opus files ### MP4 Metadata (Video) - **Specification**: ISO/IEC 14496-12 (MPEG-4 Part 12) - **Usage**: Tagging MP4 video files via ffmpeg - **Key atoms**: title, artist, album, year, description ## Integrity Standards ### SHA-256 (NIST FIPS 180-4) - **Specification**: NIST Federal Information Processing Standard 180-4 - **Usage**: File integrity verification via CHECKSUMS.sha256 - **Tool**: `sha256sum` (GNU coreutils) - **Digest length**: 256 bits (64 hex characters) ### Self-Verifying Manifest - **Pattern**: MANIFEST_HASH header containing SHA-256 of manifest content - **Verification**: `tail -n +4 CHECKSUMS.sha256 | sha256sum` - **Purpose**: Detect tampering of the manifest itself ## Provenance Standards ### W3C PROV-O (Provenance Ontology) - **Specification**: W3C Recommendation 2013-04-30 - **URI**: http://www.w3.org/ns/prov# - **Core model**: Entity-Activity-Agent - **Usage**: Tracking derivation chains (source → download → transcode → tag) - **Serialization**: JSON-LD in PROVENANCE.jsonld ### PREMIS 3.0 (Preservation Metadata) - **Specification**: Library of Congress PREMIS 3.0 - **URI**: http://www.loc.gov/premis/rdf/v3/ - **Usage**: Fixity metadata linking provenance to integrity verification - **Key properties**: premis:hasFixity, premis:messageDigestAlgorithm ### Dublin Core 1.1 - **Specification**: DCMI Metadata Terms - **URI**: http://purl.org/dc/terms/ - **Usage**: Descriptive metadata (title, creator, date, format) ## Data Sources ### MusicBrainz - **API**: https://musicbrainz.org/ws/2/ - **Format**: JSON (append `&fmt=json`) - **Rate limit**: 1 request per second - **Usage**: Canonical discography data, release verification, cover art - **Cover Art**: https://coverartarchive.org/ ### Discogs - **API**: https://api.discogs.com/ - **Usage**: Physical releases, variants, pressings - **Rate limit**: 60 requests per minute (authenticated) ### Internet Archive - **API**: https://archive.org/advancedsearch.php - **Usage**: Archival audio/video sources - **Format**: JSON output with `&output=json` ### fanart.tv - **API**: https://webservice.fanart.tv/v3/music/ - **Usage**: Album artwork, artist images - **Requires**: API key ## Timestamp Standard ### ISO 8601 with Nanosecond Precision - **Format**: `YYYY-MM-DDTHH:MM:SS.NNNNNNNNNZ` - **Example**: `2026-01-26T01:33:51.302755851Z` - **Command**: `date -u +%Y-%m-%dT%H:%M:%S.%NZ` - **Rules**: - Always UTC (Z suffix) - Never local timezone - 9 decimal places (nanosecond precision) - Used in PROVENANCE.jsonld, CHECKSUMS.sha256, manifest.json ## File Format Preferences ### Audio (ordered by preference) 1. **FLAC** - Lossless, archival quality 2. **Opus** - Best lossy codec, small files, excellent quality at 128kbps 3. **M4A/AAC** - Good compatibility, Apple ecosystem 4. **MP3** - Maximum compatibility, larger files ### Video (ordered by preference) 1. **MKV** - Best container for preservation, supports all codecs 2. **MP4** - Best compatibility across players 3. **WebM** - Web-optimized, VP9/AV1 codecs ### Image (for artwork) 1. **JPEG** - Universal compatibility, embedded in ID3 2. **WebP** - Smaller size, embedded via opustags 3. **PNG** - Lossless, for logos/graphics 4. **SVG** - Vector, for logos only