Updated 6d ago
by GML-MMGroup
ClipTalk
ClipTalk —— 通过对话完成视频剪辑的 AI Agent。说句话,片子就剪好了。ClipTalk — An AI agent that edits videos through conversation. Just say it, it's edited.
143 GitHub stars (143)
+12 in 16 days
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- 24 skills (24 skills found in its SKILL.md files)
- 10 forks (10 forks)
- 6d ago last update (Last updated 6d ago)
Install
Skills CLI
npx skills add GML-MMGroup/ClipTalk
Asks which skills and agents to install. Just one: npx skills add GML-MMGroup/ClipTalk --skill cliptalk-audio-polish-mixer — add -g for every project.
Claude Code
git clone https://github.com/GML-MMGroup/ClipTalkcp -r "ClipTalk/skills/cliptalk-audio-polish-mixer" ~/.claude/skills/
Copies the cliptalk-audio-polish-mixer skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add GML-MMGroup/ClipTalk
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
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cliptalk-audio-polish-mixer
Produces a task-local audio-polished preview or output from an existing cut, applying loudness normalization, optional noise reduction, fades, muting, and voice-first mix policy.
skills/cliptalk-audio-polish-mixer/SKILL.md on GitHub (opens in a new tab) -
cliptalk-broll-overlay-editor
Adds relevant B-roll or cutaway overlays to an existing timeline while preserving the primary audio and making the result reviewable before final export.
skills/cliptalk-broll-overlay-editor/SKILL.md on GitHub (opens in a new tab) -
cliptalk-caption-layout-director
Lays out subtitles for an existing ClipTalk timeline, including top/bottom placement, safe margins, readable wrapping, bilingual order, and review rendering.
skills/cliptalk-caption-layout-director/SKILL.md on GitHub (opens in a new tab) -
cliptalk-content-extractor
Locates and assembles source passages matching a semantic request. Use for extracting explanations, topics, quotes, demonstrations, or other specifically described content.
skills/cliptalk-content-extractor/SKILL.md on GitHub (opens in a new tab) -
cliptalk-cover-director
Produces evidence-backed cover candidates and three reviewable local cover variants for a ClipTalk video. Use when the user asks for a cover, poster frame, or thumbnail; do not use for timeline editing or social-video reframing.
skills/cliptalk-cover-director/SKILL.md on GitHub (opens in a new tab) -
cliptalk-cover-intro-composer
Creates task-local cover candidates and composes the confirmed cover into the beginning of the current output as a short intro, keeping cover selection separate from video editing.
skills/cliptalk-cover-intro-composer/SKILL.md on GitHub (opens in a new tab) -
cliptalk-delivery-qc
Checks an existing ClipTalk render for delivery defects such as decode failures, duration or stream mismatch, black or frozen frames, long silence, and incorrect dialogue loudness. Use for final checks, export readiness, or diagnosing a suspicious rendered file; it does not edit the timeline.
skills/cliptalk-delivery-qc/SKILL.md on GitHub (opens in a new tab) -
cliptalk-dynamic-reframe-director
Converts an existing cut or freshly generated review output to vertical, square, or horizontal formats using shot-aware safe-area checks and complete-frame blurred padding by default.
skills/cliptalk-dynamic-reframe-director/SKILL.md on GitHub (opens in a new tab) -
cliptalk-edit-diagnostics
Diagnoses failed or confusing ClipTalk Agent flows, including missing content, stale task state, wrong aspect, reused covers, stuck planning, short clips, subtitle issues, and export readiness.
skills/cliptalk-edit-diagnostics/SKILL.md on GitHub (opens in a new tab) -
cliptalk-graphics-packager
Adds task-local graphic text layers such as title cards, top labels, product tags, price or parameter callouts, watermarks, and CTA overlays to an existing timeline.
skills/cliptalk-graphics-packager/SKILL.md on GitHub (opens in a new tab) -
cliptalk-highlight-director
Finds and assembles the strongest moments from a source video. Use when the requested result is a highlight reel, recap, trailer, or best-moments cut rather than a literal content extraction.
skills/cliptalk-highlight-director/SKILL.md on GitHub (opens in a new tab) -
cliptalk-interview-editor
Produces a coherent interview edit by combining speaker discovery, topic selection, dialogue context, cleanup, subtitles, and preview. Use for interviews, podcasts, testimonials, or question-and-answer recordings.
skills/cliptalk-interview-editor/SKILL.md on GitHub (opens in a new tab) -
cliptalk-local-draft-exporter
Export the current ClipTalk edit state as a local JSON draft package for external editor bridges such as Jianying or CapCut, without writing into third-party application directories.
skills/cliptalk-local-draft-exporter/SKILL.md on GitHub (opens in a new tab) -
cliptalk-local-motion-renderer
Generate local motion-graphics clips such as title cards, animated intros, visual explainers, and cover motion using the built-in HTML/Playwright/FFmpeg pipeline without external APIs.
skills/cliptalk-local-motion-renderer/SKILL.md on GitHub (opens in a new tab) -
cliptalk-multi-topic-assembler
Builds balanced clips from multiple required topics or categories, such as one segment per appliance, speaker, product, feature, or scene type, and reports missing categories instead of filling with unrelated footage.
skills/cliptalk-multi-topic-assembler/SKILL.md on GitHub (opens in a new tab) -
cliptalk-person-editor
Creates cuts based on who appears on screen. Use when the user wants to keep, remove, follow, or compare visible people rather than select by spoken content alone.
skills/cliptalk-person-editor/SKILL.md on GitHub (opens in a new tab) -
cliptalk-platform-delivery-exporter
Exports a confirmed ClipTalk output for a named platform or delivery spec, preserving review/export approval boundaries and running final QC.
skills/cliptalk-platform-delivery-exporter/SKILL.md on GitHub (opens in a new tab) -
cliptalk-revision-editor
Revises an existing ClipTalk cut or review timeline. Use when the user asks to shorten, reorder, remove, restore, subtitle, or otherwise refine an existing result without redoing source analysis unnecessarily.
skills/cliptalk-revision-editor/SKILL.md on GitHub (opens in a new tab) -
cliptalk-shortform-hook-director
Finds and assembles a reviewable short-form cut with a strong opening hook. Use for Shorts, Reels, social clips, talking-head cutdowns, or requests for a punchier opening.
skills/cliptalk-shortform-hook-director/SKILL.md on GitHub (opens in a new tab) -
cliptalk-smart-reframe
Adapts an existing accepted ClipTalk cut to 9:16, 4:5, 1:1, or 16:9 while preserving the complete source frame with blurred background padding unless the user explicitly requests cropping.
skills/cliptalk-smart-reframe/SKILL.md on GitHub (opens in a new tab) -
cliptalk-social-reframe-exporter
Creates a review-only 9:16, 4:5, 1:1, or 16:9 version from an existing accepted ClipTalk cut, then checks the rendered preview. Use only when a cut already exists and the user asks to adapt it for Shorts, Reels, Douyin, Xiaohongshu, WeChat Channels, or square feeds; do not use when the user still needs content found and assembled from a source video.
skills/cliptalk-social-reframe-exporter/SKILL.md on GitHub (opens in a new tab) -
cliptalk-source-provenance-guard
Verifies that a ClipTalk Agent plan uses the current task, source revision, selected scope, and task-local artifacts before reusing analysis, covers, subtitles, timelines, or outputs.
skills/cliptalk-source-provenance-guard/SKILL.md on GitHub (opens in a new tab) -
cliptalk-speaker-editor
Creates cuts based on who is speaking. Use when the request targets a speaker, their answers, narration, dialogue turns, or removal of one voice.
skills/cliptalk-speaker-editor/SKILL.md on GitHub (opens in a new tab) -
cliptalk-subtitle-editor
Revises subtitles on an existing ClipTalk timeline with readable placement, timing, line wrapping, and style-safe review output. Use when the user asks to add, fix, move, restyle, or verify subtitles without redoing source analysis.
skills/cliptalk-subtitle-editor/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.