cliptalk-multi-topic-assembler SKILL.md skillA
cliptalk-multi-topic-assembler 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-multi-topic-assembler@v1.0.0Pins v1.0.0 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-multi-topic-assembler/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Sep 11, 2026
- Size
- 1,331 bytes
- Repository stars
- 143
- License
- a license file GitHub does not identify
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.
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
# Multi-topic Assembler Create a reviewable timeline where each requested category is represented by reliable evidence. - Parse category requirements from the user's words and keep them as required branches. - Search once when the current task lacks compatible evidence, then select per-category candidates from reliable matches only. - If a required category is missing, stop with a structured evidence gap; do not use unrelated scenes, filler, or "possible" matches to satisfy the category. - When a total duration is explicit, distribute it across categories and expand around evidence anchors while respecting source boundaries. - Preserve source order unless the user asks for a narrative order. - Aspect ratio, subtitles, cover, and QC are delivery add-ons after the category selection is stable.
Read the whole file at its exact version.
How to install
mdr add gml-mmgroup/cliptalk/cliptalk-multi-topic-assembler@sha256:5497b061f2764dd0The line at the top of this page pins the label v1.0.0, 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_g3y647b2evykurep)
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 (1331 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_g3y647b2evykurep GET https://markdownregistry.com/api/v1/resolve?ref=gml-mmgroup/cliptalk/cliptalk-multi-topic-assembler GET https://markdownregistry.com/api/v1/blob/5497b061f2764dd0fdb7820cfd3b8dc9bdee8da973bad5da0bfbdb13fc4d0bb5
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.