timecode-audio-edit-workflow

timecode-audio-edit-workflow is a skill for Claude Code, Codex from HKUDS/OpenSpace. It costs 0 tokens per session (2,106 once invoked), scanned B, original, MIT.

A workflow for editing audio and working with document files when common Python libraries are unavailable.

In plain words
What is it for?
It helps inspect DOCX files, analyze audio with tools such as ffprobe or sox, and verify the resulting work.
Why use it?
It provides command-line alternatives for parsing documents and inspecting or processing audio when library imports fail.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: positional $N argument.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is python3 /tmp/audio_work.py.

About the project

OpenSpace is a skill-management layer for AI agents that stores, retrieves, evaluates, shares, and improves reusable workflows. It is intended for people using multiple coding agents who want skills to be reused and refined based on task outcomes. The catalogue provides 200 skills for use with OpenSpace and the agents it supports.

HKUDS/OpenSpace · 7,510 stars · on GitHub

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/HKUDS/OpenSpace
agentmods
npx agentmods add skills/hkuds/openspace/timecode-audio-edit-workflow

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for timecode-audio-edit-workflow

README.md
[![agentmods](https://agentmods.dev/badge/skills/hkuds/openspace/timecode-audio-edit-workflow.svg)](https://agentmods.dev/skills/hkuds/openspace/timecode-audio-edit-workflow)
Your own site
<a href="https://agentmods.dev/skills/hkuds/openspace/timecode-audio-edit-workflow"><img src="https://agentmods.dev/badge/skills/hkuds/openspace/timecode-audio-edit-workflow.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,106 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.02106
Opus 5 $0.00000 $0.01053
Sonnet 5 $0.00000 $0.00421
Haiku 4.5 $0.00000 $0.00211

Measured 2d ago against content hash 8f2427fbb76c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade B, and why

timecode-audio-edit-workflow scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

sudo apt-get install libsndfile1
benchmarks/gdpval/skills/timecode-audio-edit-workflow/SKILL.md · 225 lines

How it starts

The opening of the file, as written. The whole thing — 225 lines — stays where its author put it; the contents beside it link to each section on GitHub.

The patch comprehensively addresses all identified issues:

  1. Added fallback strategies for when Python libraries (librosa, soundfile, python-docx) are unavailable
  2. Documented command-line alternatives:
    • DOCX parsing with unzip -p file.docx word/document.xml | sed and pandoc
    • Audio analysis with ffprobe and sox instead of librosa
  3. Added troubleshooting section for common import failures (librosa, soundfile, libsndfile)
  4. Added Tool Selection Matrix showing preferred tools and fallbacks for each task
  5. Enhanced verification steps with CLI-only methods using ffprobe/sox

This directly addresses the execution failure context where the agent successfully completed the task using shell command-line tools despite Python library failures.

Tool Availability Fallback Strategy

This workflow is designed to handle environments where Python libraries may be unavailable. Always attempt the primary Python-based approach first, but be prepared to fall back to command-line alternatives:

Task Primary Tool Fallback Option 1 Fallback Option 2
DOCX Parsing python-docx pandoc --to plain unzip -p file.docx word/document.xml | sed
Audio Analysis librosa ffprobe + sox ffprobe only
Audio Editing pydub + librosa sox + ffmpeg ffmpeg only
Format Verification librosa ffprobe sox --info

Step 0: Tool Detection and Fallback Planning

Before beginning the main workflow, verify tool availability:

# Check Python libraries
python3 -c "import librosa" 2>/dev/null && echo "librosa: OK" || echo "librosa: MISSING"
python3 -c "import soundfile" 2>/dev/null && echo "soundfile: OK" || echo "soundfile: MISSING"
python3 -c "import docx" 2>/dev/null && echo "python-docx: OK" || echo "python-docx: MISSING"

# Check CLI alternatives
which ffprobe && echo "ffprobe: OK" || echo "ffprobe: MISSING"
which sox && echo "sox: OK" || echo "sox: MISSING"
which pandoc && echo "pandoc: OK" || echo "pandoc: MISSING"
which unzip && echo "unzip: OK" || echo "unzip: MISSING"

Read the full file on GitHub · 225 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 225 lines · 0 tokens per session scan B 8f2427fbb76c

Subscribe to this mod's changes

timecode-audio-edit-workflow is a skill published in the GitHub repository HKUDS/OpenSpace (7,510 stars, last pushed 24d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,106 tokens. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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