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Agent skill

Songsee

by trpc-group in trpc-group/trpc-agent-go

Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.

Apache-2.0Auto-check passed

Install Songsee

skills CLI
$ npx skills add trpc-group/trpc-agent-go --skill songsee -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install trpc-group/trpc-agent-go songsee --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/trpc-group/trpc-agent-go.git skills-src && mkdir -p .claude/skills && cp -r skills-src/openclaw/skills/songsee .claude/skills/songsee && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
songsee
GitHub stars
1.9k
Used in
13 other repos
Token cost
~328 tokens
SKILL.md length
82 words
Files
1
Skills in repo
47
Repo updated
First seen
Licence
Apache-2.0

At a glance

Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.

  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Songsee is an agent skill from trpc-group/trpc-agent-go. Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.

Its SKILL.md is about 330 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability. The licence is Apache-2.0.

Example prompts

  • “/songsee”

What it can do on your machine

Read from SKILL.md and the folder at commit 5344490. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Songsee loads about 328 tokens when it runs. Until then it costs about 24 tokens; SKILL.md has 82 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~24
When it runs · the whole SKILL.md, loaded when a task matches
~328

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from trpc-group/trpc-agent-go at commit 5344490, republished under its Apache-2.0 licence (© trpc-group). 82 words, ~328 tokens.

Download SKILL.mdSave it as .claude/skills/songsee/SKILL.md (or your agent's skills folder).
name
songsee
description
Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.
homepage
https://github.com/steipete/songsee

songsee

Generate spectrograms + feature panels from audio.

Quick start

  • Spectrogram: songsee track.mp3
  • Multi-panel: songsee track.mp3 --viz spectrogram,mel,chroma,hpss,selfsim,loudness,tempogram,mfcc,flux
  • Time slice: songsee track.mp3 --start 12.5 --duration 8 -o slice.jpg
  • Stdin: cat track.mp3 | songsee - --format png -o out.png

Common flags

  • --viz list (repeatable or comma-separated)
  • --style palette (classic, magma, inferno, viridis, gray)
  • --width / --height output size
  • --window / --hop FFT settings
  • --min-freq / --max-freq frequency range
  • --start / --duration time slice
  • --format jpg|png

Notes

  • WAV/MP3 decode native; other formats use ffmpeg if available.
  • Multiple --viz renders a grid.

© trpc-group, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in openclaw/skills/songsee of trpc-group/trpc-agent-go.

Open the folder on GitHubat commit 5344490

Used in 13 other repositories

We found 15 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 13 other GitHub owners. This page covers the copy in trpc-group/trpc-agent-go, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Songsee next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Songsee compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Songsee this skilltrpc-group/trpc-agent-go1.9k13 repos~328Automated safety check: PassApache-2.0
Visualizeopenclaw/openclaw392k—~2.4kAutomated safety check: PassMIT
Audio VisualizerZJU-REAL/Easel3.4k—~542Automated safety check: PassApache-2.0
Visual Stylecalesthio/OpenMontage66k—~1.5kAutomated safety check: PassAGPL-3.0
D3 Visualizationnexu-io/open-design100k—~523Automated safety check: PassApache-2.0
Visual Regressionthedaviddias/Front-End-Checklist74k—~493Automated safety check: PassMIT

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Questions about Songsee

What does Songsee do?

Generate spectrograms and feature-panel visualizations from audio with the songsee CLI. Songsee is an agent skill from trpc-group/trpc-agent-go. Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.

How do I install Songsee in Claude Code?

Run `npx skills add trpc-group/trpc-agent-go --skill songsee -a claude-code`. Or copy the skill folder (openclaw/skills/songsee in trpc-group/trpc-agent-go) into .claude/skills/songsee in your project. Claude Code loads it when a task matches its description.

How do I install Songsee in Codex?

Run `npx skills add trpc-group/trpc-agent-go --skill songsee -a codex`. Or copy the skill folder (openclaw/skills/songsee in trpc-group/trpc-agent-go) into .agents/skills/songsee in your project. Codex loads it when a task matches its description.

Can I use Songsee in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add trpc-group/trpc-agent-go --skill songsee -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/songsee, .gemini/skills/songsee, .github/skills/songsee and .opencode/skills/songsee in your project.

What does Songsee need to run?

SKILL.md names no scripts, command-line tools or credentials: Songsee is instructions for the agent only.

Does Songsee access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Songsee safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Songsee use?

Songsee is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Songsee use?

About 328 tokens (SKILL.md is roughly 1.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Songsee?

Skills that share tags, products or a category with Songsee: Visualize (openclaw/openclaw, 392k stars), Audio Visualizer (ZJU-REAL/Easel, 3.4k stars), Visual Style (calesthio/OpenMontage, 66k stars) and D3 Visualization (nexu-io/open-design, 100k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Songsee?

trpc-group (a GitHub organization) maintains it in trpc-group/trpc-agent-go, which has 1,857 GitHub stars. The repository holds 47 skills in this directory. The repository was last updated on October 10, 2026.

Source: trpc-group/trpc-agent-go on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.