[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6WYCHPXEAWNESW7FN2EYATM":3,"skill-same:01M6WYCHPXEAWNESW7FN2EYATM":81},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":25,"publishedAt":45,"linkOnly":46,"markdownContent":47,"markdownBody":48,"frontMatter":49,"refName":61,"commitSha":62,"skillDirectory":63,"forksCount":13,"repositoryHtmlUrl":64,"repositoryHomepageUrl":6,"ownerHtmlUrl":65,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":66,"install":67,"resources":80},"01M6WYCHPXEAWNESW7FN2EYATM","songsee",null,"Generate spectrograms and audio feature visualizations (mel, chroma, MFCC, tempogram, etc.) from audio files via CLI. Useful for audio analysis, music production debugging, and visual documentation.","cryptopafi\u002Fnexusos-skills","cryptopafi","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F177822724?v=4","01M6RBPGFV10VSR55V7A819TGZ","01M6RBPGKCQAZH5QFGX99QW128",0,"MIT","https:\u002F\u002Fgithub.com\u002Fcryptopafi\u002Fnexusos-skills\u002Fblob\u002Fmain\u002Fmedia\u002Fsongsee\u002FSKILL.md",[17,22],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000013","分析与可视化","SCENARIO","使用场景",{"categoryNo":23,"categoryName":24,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000016","图像与多媒体",[5,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44],"Audio","useful","for","via","feature","visual","community","files","chroma","visualizations","cli","analysis","Production","https","visualization","generate","debugging","documentation","github","2026-11-10 10:12:30",false,"---\nname: songsee\ndescription: Generate spectrograms and audio feature visualizations (mel, chroma, MFCC, tempogram, etc.) from audio files via CLI. Useful for audio analysis, music production debugging, and visual documentation.\nversion: 1.0.0\nauthor: community\nlicense: MIT\nmetadata:\n  hermes:\n    tags: [Audio, Visualization, Spectrogram, Music, Analysis]\n    homepage: https:\u002F\u002Fgithub.com\u002Fsteipete\u002Fsongsee\nprerequisites:\n  commands: [songsee]\n---\n\n# songsee\n\nGenerate spectrograms and multi-panel audio feature visualizations from audio files.\n\n## Prerequisites\n\nRequires [Go](https:\u002F\u002Fgo.dev\u002Fdoc\u002Finstall):\n```bash\ngo install github.com\u002Fsteipete\u002Fsongsee\u002Fcmd\u002Fsongsee@latest\n```\n\nOptional: `ffmpeg` for formats beyond WAV\u002FMP3.\n\n## Quick Start\n\n```bash\n# Basic spectrogram\nsongsee track.mp3\n\n# Save to specific file\nsongsee track.mp3 -o spectrogram.png\n\n# Multi-panel visualization grid\nsongsee track.mp3 --viz spectrogram,mel,chroma,hpss,selfsim,loudness,tempogram,mfcc,flux\n\n# Time slice (start at 12.5s, 8s duration)\nsongsee track.mp3 --start 12.5 --duration 8 -o slice.jpg\n\n# From stdin\ncat track.mp3 | songsee - --format png -o out.png\n```\n\n## Visualization Types\n\nUse `--viz` with comma-separated values:\n\n| Type | Description |\n|------|-------------|\n| `spectrogram` | Standard frequency spectrogram |\n| `mel` | Mel-scaled spectrogram |\n| `chroma` | Pitch class distribution |\n| `hpss` | Harmonic\u002Fpercussive separation |\n| `selfsim` | Self-similarity matrix |\n| `loudness` | Loudness over time |\n| `tempogram` | Tempo estimation |\n| `mfcc` | Mel-frequency cepstral coefficients |\n| `flux` | Spectral flux (onset detection) |\n\nMultiple `--viz` types render as a grid in a single image.\n\n## Common Flags\n\n| Flag | Description |\n|------|-------------|\n| `--viz` | Visualization types (comma-separated) |\n| `--style` | Color palette: `classic`, `magma`, `inferno`, `viridis`, `gray` |\n| `--width` \u002F `--height` | Output image dimensions |\n| `--window` \u002F `--hop` | FFT window and hop size |\n| `--min-freq` \u002F `--max-freq` | Frequency range filter |\n| `--start` \u002F `--duration` | Time slice of the audio |\n| `--format` | Output format: `jpg` or `png` |\n| `-o` | Output file path |\n\n## Notes\n\n- WAV and MP3 are decoded natively; other formats require `ffmpeg`\n- Output images can be inspected with `vision_analyze` for automated audio analysis\n- Useful for comparing audio outputs, debugging synthesis, or documenting audio processing pipelines\n","# songsee\n\nGenerate spectrograms and multi-panel audio feature visualizations from audio files.\n\n## Prerequisites\n\nRequires [Go](https:\u002F\u002Fgo.dev\u002Fdoc\u002Finstall):\n```bash\ngo install github.com\u002Fsteipete\u002Fsongsee\u002Fcmd\u002Fsongsee@latest\n```\n\nOptional: `ffmpeg` for formats beyond WAV\u002FMP3.\n\n## Quick Start\n\n```bash\n# Basic spectrogram\nsongsee track.mp3\n\n# Save to specific file\nsongsee track.mp3 -o spectrogram.png\n\n# Multi-panel visualization grid\nsongsee track.mp3 --viz spectrogram,mel,chroma,hpss,selfsim,loudness,tempogram,mfcc,flux\n\n# Time slice (start at 12.5s, 8s duration)\nsongsee track.mp3 --start 12.5 --duration 8 -o slice.jpg\n\n# From stdin\ncat track.mp3 | songsee - --format png -o out.png\n```\n\n## Visualization Types\n\nUse `--viz` with comma-separated values:\n\n| Type | Description |\n|------|-------------|\n| `spectrogram` | Standard frequency spectrogram |\n| `mel` | Mel-scaled spectrogram |\n| `chroma` | Pitch class distribution |\n| `hpss` | Harmonic\u002Fpercussive separation |\n| `selfsim` | Self-similarity matrix |\n| `loudness` | Loudness over time |\n| `tempogram` | Tempo estimation |\n| `mfcc` | Mel-frequency cepstral coefficients |\n| `flux` | Spectral flux (onset detection) |\n\nMultiple `--viz` types render as a grid in a single image.\n\n## Common Flags\n\n| Flag | Description |\n|------|-------------|\n| `--viz` | Visualization types (comma-separated) |\n| `--style` | Color palette: `classic`, `magma`, `inferno`, `viridis`, `gray` |\n| `--width` \u002F `--height` | Output image dimensions |\n| `--window` \u002F `--hop` | FFT window and hop size |\n| `--min-freq` \u002F `--max-freq` | Frequency range filter |\n| `--start` \u002F `--duration` | Time slice of the audio |\n| `--format` | Output format: `jpg` or `png` |\n| `-o` | Output file path |\n\n## Notes\n\n- WAV and MP3 are decoded natively; other formats require `ffmpeg`\n- Output images can be inspected with `vision_analyze` for automated audio analysis\n- Useful for comparing audio outputs, debugging synthesis, or documenting audio processing pipelines\n",{"name":5,"author":32,"license":14,"version":50,"metadata":51,"description":7,"prerequisites":59},"1.0.0",{"hermes":52},{"tags":53,"homepage":58},[26,54,55,56,57],"Visualization","Spectrogram","Music","Analysis","https:\u002F\u002Fgithub.com\u002Fsteipete\u002Fsongsee",{"commands":60},[5],"main","5c34213899a7e6ba7597a65f60c542d4b7cb9521","media\u002Fsongsee","https:\u002F\u002Fgithub.com\u002Fcryptopafi\u002Fnexusos-skills","https:\u002F\u002Fgithub.com\u002Fcryptopafi","2026-08-24 14:21:06",{"source":8,"skillName":5,"commands":68,"prompt":78,"zipAvailable":79},[69,72,75],{"tool":70,"command":71},"npx","npx skills add cryptopafi\u002Fnexusos-skills --skill songsee",{"tool":73,"command":74},"bunx","bunx skills add cryptopafi\u002Fnexusos-skills --skill songsee",{"tool":76,"command":77},"pnpm","pnpm dlx skills add cryptopafi\u002Fnexusos-skills --skill songsee","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fcryptopafi\u002Fnexusos-skills\u002Fblob\u002Fmain\u002Fmedia\u002Fsongsee\u002FSKILL.md",true,[],[82,121,148,164,186,207],{"skillNo":83,"name":84,"nameZh":6,"description":85,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":86,"categories":87,"keywords":102,"publishedAt":45},"01M6WYTX72QQN7J0ZKSES38NEN","writing-plans","Use when you have a spec or requirements for a multi-step task. Creates comprehensive implementation plans with bite-sized tasks, exact file paths, and complete code examples.","https:\u002F\u002Fgithub.com\u002Fcryptopafi\u002Fnexusos-skills\u002Fblob\u002Fmain\u002Fsoftware-development\u002Fwriting-plans\u002FSKILL.md",[88,91,94,99],{"categoryNo":89,"categoryName":90,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":92,"categoryName":93,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":95,"categoryName":96,"taxonomyType":97,"taxonomyTypeDesc":98},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",{"categoryNo":100,"categoryName":101,"taxonomyType":97,"taxonomyTypeDesc":98},"01JBSEEDCAT000000000000036","内容创作者",[103,104,105,106,107,108,43,109,110,111,112,113,114,115,116,117,118,28,119,120],"writing","writing plans","plans","design","review","workflow","tasks","development","code","planning","code-review","subagent","superpowers","paths","test-driven-development","you","test-driven","when",{"skillNo":122,"name":117,"nameZh":6,"description":123,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":124,"categories":125,"keywords":134,"publishedAt":45},"01M6WYTN5C9XC8EYWGPXPWKGGX","Use when implementing any feature or bugfix, before writing implementation code. Enforces RED-GREEN-REFACTOR cycle with test-first approach.","https:\u002F\u002Fgithub.com\u002Fcryptopafi\u002Fnexusos-skills\u002Fblob\u002Fmain\u002Fsoftware-development\u002Ftest-driven-development\u002FSKILL.md",[126,129,132,133],{"categoryNo":127,"categoryName":128,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000007","代码审查",{"categoryNo":130,"categoryName":131,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":92,"categoryName":93,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":100,"categoryName":101,"taxonomyType":97,"taxonomyTypeDesc":98},[135,136,110,137,138,103,42,111,139,114,115,140,141,142,143,144,145,146,147,120],"test","test driven development","driven","testing","refactor","red-green-refactor","cycle","green","systematic","bugfix","implementing","systematic-debugging","test-first",{"skillNo":149,"name":146,"nameZh":6,"description":150,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":151,"categories":152,"keywords":154,"publishedAt":45},"01M6WYTDP76WP7Y5QVSWT2303F","Use when encountering any bug, test failure, or unexpected behavior. 4-phase root cause investigation — NO fixes without understanding the problem first.","https:\u002F\u002Fgithub.com\u002Fcryptopafi\u002Fnexusos-skills\u002Fblob\u002Fmain\u002Fsoftware-development\u002Fsystematic-debugging\u002FSKILL.md",[153],{"categoryNo":130,"categoryName":131,"taxonomyType":20,"taxonomyTypeDesc":21},[155,42,143,103,135,110,114,156,115,157,158,159,105,160,117,161,119,162,163,120],"systematic debugging","use","bug","root-cause","problem-solving","problem","fixes","phase","root cause",{"skillNo":165,"name":166,"nameZh":6,"description":167,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":168,"categories":169,"keywords":179,"publishedAt":45},"01M6WYT5P36B4M01BASQB9F0AY","subagent-driven-development","Use when executing implementation plans with independent tasks. Dispatches fresh delegate_task per task with two-stage review (spec compliance then code quality).","https:\u002F\u002Fgithub.com\u002Fcryptopafi\u002Fnexusos-skills\u002Fblob\u002Fmain\u002Fsoftware-development\u002Fsubagent-driven-development\u002FSKILL.md",[170,171,174,175,176],{"categoryNo":92,"categoryName":93,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":172,"categoryName":173,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":95,"categoryName":96,"taxonomyType":97,"taxonomyTypeDesc":98},{"categoryNo":100,"categoryName":101,"taxonomyType":97,"taxonomyTypeDesc":98},{"categoryNo":177,"categoryName":178,"taxonomyType":97,"taxonomyTypeDesc":98},"01JBSEEDCAT000000000000037","律师与法务",[110,180,114,137,103,107,108,181,109,111,182,113,183,184,115,105,185,117,119,120],"subagent driven development","code quality","delegation","parallel","delegate","fresh",{"skillNo":187,"name":188,"nameZh":6,"description":189,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":190,"categories":191,"keywords":194,"publishedAt":45},"01M6WYSXD1J366HVZRMRE7ENDA","requesting-code-review","Pre-commit verification pipeline — static security scan, baseline-aware quality gates, independent reviewer subagent, and auto-fix loop. Use after code changes and before committing, pushing, or opening a PR.","https:\u002F\u002Fgithub.com\u002Fcryptopafi\u002Fnexusos-skills\u002Fblob\u002Fmain\u002Fsoftware-development\u002Frequesting-code-review\u002FSKILL.md",[192,193],{"categoryNo":127,"categoryName":128,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":95,"categoryName":96,"taxonomyType":97,"taxonomyTypeDesc":98},[195,107,111,196,103,197,113,198,199,200,201,114,202,203,204,115,117,205,206,119],"code review","requesting code review","commit","verification","security scan","pipeline","loop","reviewer","fix","auto","static","auto-fix",{"skillNo":208,"name":209,"nameZh":6,"description":210,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":211,"categories":212,"keywords":213,"publishedAt":45},"01M6WYSNEBG74A5FCMCDGQ7QP4","plan","Plan mode for Hermes — inspect context, write a markdown plan into the active workspace's `.hermes\u002Fplans\u002F` directory, and do not execute the work.","https:\u002F\u002Fgithub.com\u002Fcryptopafi\u002Fnexusos-skills\u002Fblob\u002Fmain\u002Fsoftware-development\u002Fplan\u002FSKILL.md",[],[209,103,214,108,110,112,215,114,216,217,218,219,220,221,105,222,223,224,28,225],"directory","markdown","workspace","work","write","implementation","do","active","plan mode","inspect","mode","plan-mode"]