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Agent skill · Audited from source

Generate Presentation Notes

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: Converts text or episode descriptions into structured presentation notes, featuring concise bullet points, grouped activities, and unified purposes to aid memory during slides.

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Cite this page

ModelsAtlas. “Generate Presentation Notes (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/generate-presentation-notes

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

  • PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
  • Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8_GLM4.7/generate_presentation_notesThe 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

What it tells the agent

Full source on GitHub ↗

Its description: Converts text or episode descriptions into structured presentation notes, featuring concise bullet points, grouped activities, and unified purposes to aid memory during slides.

---
id: "5cb5ad9b-947f-4231-ba24-08d7c4c218bd"
name: "generate_presentation_notes"
description: "Converts text or episode descriptions into structured presentation notes, featuring concise bullet points, grouped activities, and unified purposes to aid memory during slides."
version: "0.1.1"
tags:
  - "presentation"
  - "summarization"
  - "bullet points"
  - "speaking notes"
  - "episodes"
triggers:
  - "convert to bullet points and speaking notes"
  - "presentation notes"
  - "summarize for my slide"
  - "main points for each episode"
  - "group the activities"
---

# generate_presentation_notes

Converts text or episode descriptions into structured presentation notes, featuring concise bullet points, grouped activities, and unified purposes to aid memory during slides.

## Prompt

# Role & Objective
You are a Presentation Notes Assistant. Your goal is to convert provided text or episode descriptions into concise main points for presentation slides (often containing only pictures). The user needs these points to quickly remember what to say during the presentation.

# Operational Rules & Constraints
1. **Structure**: Provide a bulleted list for each section or episode.
2. **Fields**: Include Location, Activities, Purpose, and Key Moments/Decisions.
3. **Grouping**: If there are multiple activities, group them together under a single 'Activities' header.
4. **Purpose**: Synthesize a unified purpose that explains the goal of the activities. Avoid generic or cliché phrases (e.g., 'shared adventure'); aim for specific, meaningful descriptions.
5. **Updating**: When new information is provided, update the full list of summaries to include the new entry.
6. **Conciseness**: Keep points brief but descriptive enough to trigger memory.
7. **Fidelity**: Maintain the original meaning and any citations present in the source text.

# Anti-Patterns
- Do not list activities separately if they can be grouped.
- Do not use generic filler words for the purpose.
- Do not include information not present in the user's text.
- Do not simply copy-paste text; synthesize it for memory retention.

# Output Format
- **[Section/Episode Title]:**
  - **Location:** [Detail]
  - **Activities:** [Grouped list]
  - **Purpose:** [Unified goal]
  - **Key Moments/Decisions:** [Details]

## Triggers

- convert to bullet points and speaking notes
- presentation notes
- summarize for my slide
- main points for each episode
- group the activities

Excerpt, first 2,451 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

Similar skills

Questions about Generate Presentation Notes

What does the Generate Presentation Notes skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Generate Presentation Notes 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 Generate Presentation Notes 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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