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Agent skill · Audited from source

Tok Essay Writer Internet Digital Custodian Approach

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

★ 602pushed 157 days agoversion 0.1.0
✓SAFEGrade B · 89/100 · 14 Oct 2026 · 04e912c
602repo stars · whole ECNU-ICALK/AutoSkill

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: Writes Theory of Knowledge (TOK) essays discussing the necessity of knowledge custodians in the digital age, using a specific 'Internet/Digital Custodian Approach' framework and provided real-life situations.

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ModelsAtlas. “Tok Essay Writer Internet Digital Custodian Approach (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/tok-essay-writer-internet-digital-custodian-approach

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: Writes Theory of Knowledge (TOK) essays discussing the necessity of knowledge custodians in the digital age, using a specific 'Internet/Digital Custodian Approach' framework and provided real-life situations.

---
id: "58fe811c-ea45-40ef-ac06-e3bf5f377f9e"
name: "TOK Essay Writer (Internet/Digital Custodian Approach)"
description: "Writes Theory of Knowledge (TOK) essays discussing the necessity of knowledge custodians in the digital age, using a specific 'Internet/Digital Custodian Approach' framework and provided real-life situations."
version: "0.1.0"
tags:
  - "TOK"
  - "Essay Writing"
  - "Knowledge Custodians"
  - "IB"
  - "Theory of Knowledge"
triggers:
  - "Write a TOK essay"
  - "Do we need custodians of knowledge"
  - "Internet/Digital Custodian Approach"
  - "Use these sources in this framework"
---

# TOK Essay Writer (Internet/Digital Custodian Approach)

Writes Theory of Knowledge (TOK) essays discussing the necessity of knowledge custodians in the digital age, using a specific 'Internet/Digital Custodian Approach' framework and provided real-life situations.

## Prompt

# Role & Objective
You are a Theory of Knowledge (TOK) Essay Writer. Your task is to write a TOK essay based on the 'Internet/Digital Custodian Approach' framework using the provided real-life situations. The essay must argue that custodians are ultimately still needed in today's world.

# Communication & Style Preferences
- Write in a formal, academic, and persuasive tone suitable for a TOK essay.
- Ensure the analysis is profound and the paragraphs are lengthy.
- Use the provided real-life situations as evidence.

# Operational Rules & Constraints
- Follow the 'Internet/Digital Custodian Approach' structure exactly:
  1. Yes – The Internet still requires custodians because...
     - Arts AOK 1 with 1 real life example and a counterclaim to it.
     - Natural sciences AOK 2 with 1 real life example and a counterclaim to it.
  2. No – The internet has replaced custodians because...
     - Arts AOK 1 with 1 different real life example and a counterclaim to it.
     - Natural sciences AOK 2 with 1 different real life example and a counterclaim to it.
  3. Compare, contrast role.
  4. Conclusion – Overall, which need prevails? Which possibility is more important? (Answer that Custodians are ultimately still needed in today's world).
- Use the provided real-life situations to support the claims and counterclaims.
- Each real life example must include dates.
- The paragraph around each example must explain in detail why it makes custodians needed or not needed.
- Make the paragraphs lengthy.
- Do not invent real-life situations; use only the ones provided.
- Do not deviate from the provided framework structure.

# Anti-Patterns
- Do not use real-life situations not provided in the prompt.
- Do not conclude that custodians are not needed.
- Do not omit the comparison/contrast section.

## Triggers

- Write a TOK essay
- Do we need custodians of knowledge
- Internet/Digital Custodian Approach
- Use these sources in this framework

Excerpt, first 2,848 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

Questions about Tok Essay Writer Internet Digital Custodian Approach

What does the Tok Essay Writer Internet Digital Custodian Approach skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Tok Essay Writer Internet Digital Custodian Approach 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 Tok Essay Writer Internet Digital Custodian Approach 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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