cut-mistakes

cut-mistakes is a skill for Claude Code, Codex from nateherkai/hyperframes-student-kit. It costs 112 tokens per session (1,074 once invoked), scanned A, original, no licence file.

A video-editing skill that finds spoken mistakes such as stutters, repeated words, false starts, and retaken lines in a talking-head recording.

In plain words
What is it for?
It is for cleaning up mistakes after silence removal and keeping the best version of a spoken line.
Why use it?
It removes distracting flubs and repeated attempts without making you search through the recording manually.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing. Also seen: installed under .agents/ (shared by several agents).

Good fit It is for cleaning up mistakes after silence removal and keeping the best version of a spoken line.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nateherkai/hyperframes-student-kit/cut-mistakes
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add nateherkai/hyperframes-student-kit --skill cut-mistakes
Clone the repo
git clone --depth 1 https://github.com/nateherkai/hyperframes-student-kit

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 cut-mistakes

README.md
[![agentmods](https://agentmods.dev/badge/skills/nateherkai/hyperframes-student-kit/cut-mistakes/github.svg)](https://agentmods.dev/skills/nateherkai/hyperframes-student-kit/cut-mistakes)
Your own site
<a href="https://agentmods.dev/skills/nateherkai/hyperframes-student-kit/cut-mistakes"><img src="https://agentmods.dev/badge/skills/nateherkai/hyperframes-student-kit/cut-mistakes/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for cut-mistakes

Your own site · 80×15
<a href="https://agentmods.dev/skills/nateherkai/hyperframes-student-kit/cut-mistakes"><img src="https://agentmods.dev/badge/skills/nateherkai/hyperframes-student-kit/cut-mistakes.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 112 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,074 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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 $0.00112 $0.01074
Opus 5.5 $0.00045 $0.00430
Sonnet 5.5 $0.00022 $0.00215
Haiku 4.5 $0.00011 $0.00107

Measured 1mo ago against content hash cde5f91dc605, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

cut-mistakes scanned grade A with 0 findings 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 1mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/apply-cuts.mjs, scripts/find-cut-candidates.mjs), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.agents/skills/cut-mistakes/SKILL.md · 73 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

2 files 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. 1mo ago First seen · 73 lines · 112 tokens per session scan A cde5f91dc605

Subscribe to this mod's changes

cut-mistakes is a skill published in the GitHub repository nateherkai/hyperframes-student-kit (1,399 stars, last pushed 3d ago), with no licence file. It adds 112 tokens to every session and 1,074 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-09.

Related

Other skills, from other repositories

hyperframes-product-launch-video

Create product launch videos from a URL, brief, or script using HyperFrames (HTML→MP4). Use when the user wants a product launch video, site tour, social clip featuring a product's own visuals, or marketing/promoting a product. Up to 3 min (sweet spot 30-90s). Teaches the HyperFrames production loop: plan → write HTML…

oyi77/1ai-skills · 97 tokens

hyperframes-motion-graphics

Create short, unnarrated, design-led motion graphics (under 10s) using HyperFrames. Use when the user wants kinetic type, stat/chart hits, logo stings, lower-thirds, animated tweets/headlines, or transparent overlay motion graphics. MP4 or transparent overlay output. Teaches seek-safe keyframe authoring and the 2-3…

oyi77/1ai-skills · 82 tokens

chatgpt-video-editing-setup

Set up, repair, or verify the local AI short-video environment: video-use, FFmpeg, the Source Han Sans TW subtitle font, ElevenLabs credentials, and optional HyperFrames skills. Use whenever a user asks to install, configure, fix, reconnect, or check this editing environment. Do not use for Premiere or CapCut help, or…

Jaycheng1103/chatgpt-video-editing-skills · 96 tokens

chatgpt-short-video-editor

Edit a user-supplied video into a vertical Reel, Short, TikTok, video diary short, or an approved eight-step AI short-video workflow. Use when the user provides or points to media and asks to transcribe, cut, subtitle, preview, or export a vertical short. Do not use for environment-only setup or generic Premiere Pro…

Jaycheng1103/chatgpt-video-editing-skills · 81 tokens

autonomous-facecam-editing

Transformer une prise talking-head brute (une personne face caméra) en pub motion-graphics 9:16 prête pour Meta/TikTok — pré-cut des silences, recadrage serré carré + plein cadre centré visage (miroir optionnel), transcription mot-à-mot, charte volée au site, storyboard « une carte par phrase » (count-ups, listes…

gquthier/autonomous-shortform-facecam-editing · 191 tokens

caption-animation

This skill should be used when the user asks to "add animated captions", "make TikTok captions", "karaoke captions", "word-by-word subtitles", "auto subtitles", "highlight the active word", "burn in captions to a video", "sync captions to a voiceover/narration", or "turn an SRT/transcript into animated text". Covers…

iart-ai/tiktok-video-skills · 116 tokens