cliptalk-shortform-hook-director SKILL.md skillA
cliptalk-shortform-hook-director 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-shortform-hook-director@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-shortform-hook-director/SKILL.md- Versions recorded
- 1
- Latest version
- v1.2.0, committed Sep 11, 2026
- Size
- 1,812 bytes
- Repository stars
- 143
- License
- a license file GitHub does not identify
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.
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
# Short-form Hook Director Create one concise, reviewable short-form cut rather than pretending to deliver a published social asset. - Inspect reusable transcripts, high-signal candidates, content matches, edit sessions, and timelines before scheduling analysis. - If the goal names a topic, quote, demonstration, or claim, use semantic search to find the evidence. Otherwise, use high-signal highlight evidence. Never schedule both analyses unless the workspace proves the first evidence is insufficient. - Default to a 30-second cut when the user gives no duration; honor an explicit 15–60 second target. - Enter a specific payoff, question, surprising claim, action, or result within the first 1–3 seconds. Remove intros, empty setup, pauses, and repeated wording while preserving complete meaning and actions. - When semantic search supplies a composed cut, autonomous-review mode may choose valid candidate evidence; stepwise-review mode requires user review. - Autonomous-review mode may validate and apply its short-form timeline and must finish with a review preview. Stepwise-review mode requires the user to apply the draft and prepares a subtitle draft or preview only when requested. …
Read the whole file at its exact version.
How to install
mdr add gml-mmgroup/cliptalk/cliptalk-shortform-hook-director@sha256:d5f118c47d22d53eThe 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_jddndtrizkqc632h)
2 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 (1812 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_jddndtrizkqc632h GET https://markdownregistry.com/api/v1/resolve?ref=gml-mmgroup/cliptalk/cliptalk-shortform-hook-director GET https://markdownregistry.com/api/v1/blob/d5f118c47d22d53ed21f633cee25a00264ccd07aba378956ea3847d8311ef92e
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.