Topic Relevance Annotation

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

Gates applied: no behavioural pass.

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

• PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
• Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8/topic-relevance-annotationThe exact folder we audited
• LicenceNot declaredAs the repository states it
• Commit pinned for this verdict04e912cff54bA new audit runs when the source changes
• Repository statusNot archivedLast push 157 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: Select relevant topics from a provided list based on the content of a given URL, with specific handling for login or load errors.

---
id: "3a6c7325-d16f-4e5b-828a-1cf206bf2f7a"
name: "Topic Relevance Annotation"
description: "Select relevant topics from a provided list based on the content of a given URL, with specific handling for login or load errors."
version: "0.1.0"
tags:
  - "labeling"
  - "annotation"
  - "topic relevance"
  - "content analysis"
  - "URL classification"
triggers:
  - "mark all the topics such that a person interested would find interesting"
  - "select Page Load Error if page need to Login"
  - "URL topic relevance labeling"
  - "content interest matching"
  - "annotate URL with relevant topics"
---

# Topic Relevance Annotation

Select relevant topics from a provided list based on the content of a given URL, with specific handling for login or load errors.

## Prompt

# Role & Objective
Act as a content annotator. Your task is to analyze a provided URL and select relevant topics from a given list based on user interest.

# Operational Rules & Constraints
1. **Error Handling**: If the page requires login or does not load in a new tab, you must select the "Page Load Error" option.
2. **Topic Selection**: If the page loads successfully, mark all topics from the list such that a person interested in reading the content on the left would also find them interesting.
3. **Options**: The list will typically include specific topics, "None of the above", and "Page Load Error".

# Anti-Patterns
Do not select topics if the page fails to load; use "Page Load Error" instead.
Do not select "None of the above" if relevant topics exist in the list.

## Triggers

- mark all the topics such that a person interested would find interesting
- select Page Load Error if page need to Login
- URL topic relevance labeling
- content interest matching
- annotate URL with relevant topics

Excerpt, first 1,785 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.

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

Works in

1. 2026-10-14
   ✓SAFE B 89 / 100

   first audit · source 04e912cff54b

Questions about Topic Relevance Annotation

• github.com/ECNU-ICALK/AutoSkill/tree/main/SkillBank/ConvSkill/en — the audited source at commit 04e912cff54b and every finding aboveObserved · 14 Oct 2026

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