MCPInstall

cut-silences

Agent 1 of the video editing pipeline. Removes silences and dead air from a talking-head recording. Use when asked to cut silences, trim pauses, remove dead air / gaps, or tighten the pacing of a raw video, given a word-level transcript. Produces an edit list (EDL), a re-timed transcript for downstream agents, and optionally the cut video via ffmpeg. Does NOT cut mistakes, repeats, or false starts — that is the cut-mistakes agent.

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177
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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/nateherkai/herk-edit-kit --skill cut-silences
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads cut-silences automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Cut Silences (Pipeline Agent 1)

First step of the automated edit. Takes a raw recording + its word-level transcript and removes only silence: dead air before the first word and after the last word, plus inter-word pauses longer than a threshold (trimmed down to a natural breath, never a hard zero-gap). It leaves the speaker's words untouched — false starts, retakes, and stutters are the cut-mistakes agent's job (Agent 2).

This agent is deterministic and transcript-driven, so its output (*.silence-transcript.json) feeds cleanly into the next agents and the beat-sync validator.

When to use

  • "cut the silences", "trim the pauses", "remove dead air", "tighten the pacing"
  • As the first stage of the master edit workflow, right after transcription.

Prerequisites

A word-level transcript JSON. Either the ElevenLabs Scribe shape ({ words: [{ text, start, end, type }], audio_duration_secs }) or a generic { words: [{ text, start, end }] }. Generate one with the workspace transcriber:

node scripts/transcribe-elevenlabs.mjs path/to/raw.mp4    # -> path/to/raw.json

Usage

# 1) Plan only — compute the cut, write EDL + re-timed transcript (no video touched)
node .agents/skills/cut-silences/scripts/cut-silences.mjs <transcript.json> \
  --out-dir video-projects/<slug>/assets

# 2) With a video — also write the ffmpeg command (still does not render yet)
node .agents/skills/cut-silences/scripts/cut-silences.mjs <transcript.json> \
  --video video-projects/<slug>/assets/raw.mp4 --out-dir video-projects/<slug>/assets

# 3) Render the cut video (local ffmpeg, re-encode, A/V kept in sync)
#    add --apply to actually run ffmpeg
node .agents/skills/cut-silences/scripts/cut-silences.mjs <transcript.json> \
  --video video-projects/<slug>/assets/raw.mp4 --apply \
  --output video-projects/<slug>/assets/edited-silenced.mp4

Options

FlagDefaultMeaning
--video <path>—Source video; enables the ffmpeg command / render
--out-dir <dir>next to transcriptWhere outputs are written
--output <path><video-stem>.silenced.mp4Cut-video path
--gap <s>0.55Minimum pause treated as trimmable silence
--head-pad <s>0.22Silence kept before the first word
--tail-pad <s>0.34Silence kept after the last word
--applyoffActually run ffmpeg to render the cut

How it decides (the silence rules)

  • Pauses below --gap (0.55s) are left alone — natural speech rhythm.
  • For a trimmed pause, a natural breath is kept, scaled by context: 0.24s for long pauses (≥2s), 0.20s after a sentence ender (. ! ?), 0.14s otherwise. The kept breath is biased slightly toward the end of the previous phrase.
  • Head/tail dead air is trimmed to --head-pad / --tail-pad.
  • Delete ranges are merged; keep ranges are the complement. The cut is rendered with an ffmpeg trim/atrim + concat filtergraph (written to a *.silence-filter.txt script and passed via -/filter_complex), so video and audio stay in sync.

Outputs (written to --out-dir)

FilePurpose
<stem>.silence-edl.jsonKeep/delete ranges, durations, params — the edit list
<stem>.silence-transcript.jsonWords re-timed onto the edited timeline (feeds Agent 2 + beats)
<stem>.silence-decisions.mdHuman-readable summary + largest pauses trimmed
<stem>.silence-filter.txtThe ffmpeg filtergraph (only with --video)
<video-stem>.silenced.mp4The cut video (only with --apply)

The JSON summary printed to stdout includes removed, removedPct, range counts, and output paths — useful for the master workflow to log and chain.

Tuning notes

  • Talking-head YouTube default (--gap 0.55) removes roughly 15-20% of a typical raw take as pure silence. Lower --gap for a punchier, faster cut; raise it to preserve more natural breathing room.
  • If a cut feels too aggressive at sentence boundaries, raise the sentence-break breath, or raise --gap.

Hand-off to the next agent

Pass <stem>.silence-transcript.json (and the silenced.mp4 if rendered) to the cut-mistakes agent. Because timestamps are already on the edited timeline, downstream beat timing and scripts/validate-beat-sync.mjs work without further adjustment.

FAQ

What does the cut-silences skill do?

Agent 1 of the video editing pipeline. Removes silences and dead air from a talking-head recording. Use when asked to cut silences, trim pauses, remove dead air / gaps, or tighten the pacing of a raw video, given a word-level transcript. Produces an edit list (EDL), a re-timed transcript for downstream agents, and optionally the cut video via ffmpeg. Does NOT cut mistakes, repeats, or false starts — that is the cut-mistakes agent.

How do I install cut-silences?

Run npx skills add https://github.com/nateherkai/herk-edit-kit --skill cut-silences in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/cut-silences/ (personal) or .claude/skills/cut-silences/ (project).

Which AI agents can use cut-silences?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is cut-silences safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains cut-silences?

It is published by nateherkai in nateherkai/herk-edit-kit. It has 177 recorded installs.

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