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brew install steipete/tap/songsee
go install github.com/steipete/songsee/cmd/songsee@latestTaken from the project's README on GitHub.
None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.
The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.
| Stars | 55 |
| Forks | 3 |
| Language | Go |
| Category | AI Tool |
| License | MIT |
| Quality Score | 70/100 |
| Open Issues | 1 |
| Last Updated | 2026-05-04 |
| Created | 2026-01-02 |
| Platforms | go |
| Est. Tokens | ~181k |
🌊 songsee — FFT so pretty, your ears will be jealous. Features 9 visualization modes: spectrogram, mel, chroma, hpss, selfsim, loudness, tempogram, mfcc, flux 6 color palettes: classic, magma, inferno, viridis, gray, claw Auto-contrast: per-panel percentile normalization for readable heatmaps Combine modes: stack multiple visualizations in one grid image Universal input: WAV, MP3, or anything...
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Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: