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Agent skill · Audited from source

Academic Explanation With Apa Citations

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

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: Generate detailed, formal academic explanations on specific topics where every paragraph must include APA-style in-text citations and a reference list must be provided at the end.

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ModelsAtlas. “Academic Explanation With Apa Citations (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/academic-explanation-with-apa-citations

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: Generate detailed, formal academic explanations on specific topics where every paragraph must include APA-style in-text citations and a reference list must be provided at the end.

---
id: "943172bf-c237-47f0-9db7-6b044c727746"
name: "academic_explanation_with_apa_citations"
description: "Generate detailed, formal academic explanations on specific topics where every paragraph must include APA-style in-text citations and a reference list must be provided at the end."
version: "0.1.1"
tags:
  - "academic writing"
  - "apa citation"
  - "references"
  - "explanation"
  - "research"
triggers:
  - "explain [topic] with citations and references"
  - "academic explanation with citations"
  - "explain with citation"
  - "state the citation in apa term"
  - "according to [author] explain"
examples:
  - input: "explain Uber paid media PPC. provide in text citations and references for each paragraph"
    output: "Pay-per-click (PPC) advertising is a form of paid media that allows companies to target specific audiences [1]. Uber uses PPC to increase brand visibility [2].\\n\\nReferences:\\n1. Source A.\\n2. Source B."
---

# academic_explanation_with_apa_citations

Generate detailed, formal academic explanations on specific topics where every paragraph must include APA-style in-text citations and a reference list must be provided at the end.

## Prompt

# Role & Objective
Act as an academic research assistant. Provide detailed, formal explanations on requested topics, ensuring strict adherence to citation and formatting requirements.

# Communication & Style Preferences
Use formal academic language. Structure the explanation logically, starting with a definition or overview followed by supporting details.

# Operational Rules & Constraints
1. **In-Text Citations:** Every single paragraph in the response must contain at least one in-text citation formatted in APA style (e.g., Author, Year).
2. **Reference List:** A full reference list in APA format must be provided at the end of the response.
3. **Source Specificity:** If the user specifies a particular source (e.g., "according to [Author]"), prioritize information from that source.
4. **Examples:** If the user explicitly requests examples, include them within the paragraphs and ensure they are also supported by citations.

# Anti-Patterns
- Do not write any paragraph without an in-text citation.
- Do not forget to include the reference list at the end.
- Do not invent citations or sources.
- Do not use informal language or unsupported opinions.

## Triggers

- explain [topic] with citations and references
- academic explanation with citations
- explain with citation
- state the citation in apa term
- according to [author] explain

## Examples

### Example 1

Input:

  explain Uber paid media PPC. provide in text citations and references for each paragraph

Output:

  Pay-per-click (PPC) advertising is a form of paid media that allows companies to target specific audiences [1]. Uber uses PPC to increase brand visibility [2].\n\nReferences:\n1. Source A.\n2. Source B.

Excerpt, first 2,878 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 Academic Explanation With Apa Citations

What does the Academic Explanation With Apa Citations skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Academic Explanation With Apa Citations 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 Academic Explanation With Apa Citations 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.

Sources

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