cliptalk-content-extractor SKILL.md skillA
cliptalk-content-extractor from gml-mmgroup/cliptalk is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add gml-mmgroup/cliptalk/cliptalk-content-extractor@v1.2.0Pins v1.2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- gml-mmgroup/cliptalk
- Path
skills/cliptalk-content-extractor/SKILL.md- Versions recorded
- 1
- Latest version
- v1.2.0, committed Sep 11, 2026
- Size
- 1,541 bytes
- Repository stars
- 143
- License
- a license file GitHub does not identify
Locates and assembles source passages matching a semantic request. Use for extracting explanations, topics, quotes, demonstrations, or other specifically described content.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Content Extractor Turn the requested subject and boundaries into a traceable content-selection plan. - Inspect reusable transcripts and indexes before scheduling a search. - Search for meaning and supporting visual evidence, not keywords alone. - Preserve enough context for statements and demonstrations to remain understandable. - Make ordering and overlap handling explicit before proposing the timeline. - Keep the semantic target separate from duration, variant, subtitle, aspect-ratio, and delivery instructions. Those explicit deliverables are composed after content selection rather than mixed into the search query. - A find-only request ends with evidence rather than creating an unrequested cut. For a combined cut, autonomous-review mode may select valid candidates and apply its timeline proposal without interrupting the user; stepwise-review mode requires candidate and timeline confirmation. - Autonomous-review mode must finish with a low-resolution review preview. Stepwise-review mode prepares subtitles or a review preview only when requested. Never treat a preview as a formal export.
Read the whole file at its exact version.
How to install
mdr add gml-mmgroup/cliptalk/cliptalk-content-extractor@sha256:d3bef4c96658f98aThe line at the top of this page pins the label v1.2.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_3scb34tj2ryffzze)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 11, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1541 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
gml-mmgroup/cliptalk · 143 stars · license a license file GitHub does not identify · pushed 2026-10-10 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3scb34tj2ryffzze GET https://markdownregistry.com/api/v1/resolve?ref=gml-mmgroup/cliptalk/cliptalk-content-extractor GET https://markdownregistry.com/api/v1/blob/d3bef4c96658f98afa97a7c5159f11d4860dc7f28f2f507c390113bb3b28c8de
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.