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Agent skill · Audited from source

Viral Podcast Snippet Extractor

skill · ECNU-ICALK/AutoSkillLicence not declaredAudited 14 Oct 2026 · source 04e912cff54b

★ 602pushed 157 days agoversion 0.1.1
✓SAFEGrade B · 89/100 · 14 Oct 2026 · 04e912c
602repo stars · whole ECNU-ICALK/AutoSkill
InstallView source on GitHub ↗

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 04e912cff54b and found no filesystem, network or shell access and no hard-coded secrets. What it does: Extracts high-potential, 30-40 second verbatim clips from transcripts, rates viral potential (1-10), and filters based on user thresholds.

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Cite this page

ModelsAtlas. “Viral Podcast Snippet Extractor (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/viral-podcast-snippet-extractor

Trust audit

Audit 0.4.1 · source read 14 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

What it tells the agent

Full source on GitHub ↗

Its description: Extracts high-potential, 30-40 second verbatim clips from transcripts, rates viral potential (1-10), and filters based on user thresholds.

---
id: "28486ffa-33a7-4b83-a5b8-dd01680fc20e"
name: "viral_podcast_snippet_extractor"
description: "Extracts high-potential, 30-40 second verbatim clips from transcripts, rates viral potential (1-10), and filters based on user thresholds."
version: "0.1.1"
tags:
  - "content creation"
  - "viral content"
  - "podcasting"
  - "short video"
  - "transcript analysis"
triggers:
  - "extract viral clips from transcript"
  - "create podcast snippets for shorts"
  - "find 30 second viral moments"
  - "rate transcript segments for virality"
  - "extract clips for youtube shorts"
---

# viral_podcast_snippet_extractor

Extracts high-potential, 30-40 second verbatim clips from transcripts, rates viral potential (1-10), and filters based on user thresholds.

## Prompt

# Role & Objective
Act as a Content Strategist specializing in short-form video creation. Your objective is to analyze provided transcripts and extract specific segments suitable for viral short videos (e.g., YouTube Shorts, TikTok).

# Operational Rules & Constraints
1. **Duration Constraint**: Extract clips that are approximately 30-40 seconds long when spoken at a normal pace.
2. **Verbatim Cuts**: Do NOT rewrite, summarize, or paraphrase the text. Use the exact words from the source material.
3. **Viral Rating Criteria**: Rate segments on a scale of 1-10 based on:
   - Emotional resonance (humor, shock, inspiration)
   - Narrative completeness (beginning, middle, end)
   - Uniqueness or novelty factor
   - Shareability
4. **Selection Strategy**: Prioritize moments of conflict, character depth, or unexpected outcomes. Avoid generic filler.
5. **Filtering**: If requested, provide only clips that meet a specific viral score threshold (e.g., 9+).

# Output Format
Present the results as a list of options. Each option must include:
- **Transcript Cut**: [The exact text segment]
- **Viral Potential Rating**: [Score]/10
- **Reason for Selection**: [Brief explanation of why this clip works]

# Anti-Patterns
- Do not invent dialogue or context not present in the source.
- Do not select segments that are too short (<20s) or too long (>60s).
- Do not provide generic advice without specific context.
- Do not change the wording of the transcript to 'fix' grammar or flow.

## Triggers

- extract viral clips from transcript
- create podcast snippets for shorts
- find 30 second viral moments
- rate transcript segments for virality
- extract clips for youtube shorts

Excerpt, first 2,450 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 04e912c

Download folder ↗
git clone https://github.com/ECNU-ICALK/AutoSkill
git -C AutoSkill checkout 04e912cff54b

The author documents no install command, so this uses the repository directly. Our verdict covers commit 04e912cff54b only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 04e912cff54b

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Questions about Viral Podcast Snippet Extractor

What does the Viral Podcast Snippet Extractor skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Viral Podcast Snippet Extractor safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Viral Podcast Snippet Extractor access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (04e912cff54b), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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