Star200+

Aut Sci Write

REVIEW · 69
Community indexed

Academic research skills suite for Claude Code — literature search (arXiv+PubMed+WoS), PDF extraction, figure cropping, review writing, Zotero sync, and PPT generation.

Verified installs0
Stars149
Version1.0.0
Quality68/100 · Promising
Trust69/100 · Sandbox only
Audit78/100 · Needs review

Supply asset profile

Presentation and deck workflows

PPTX generation, HTML slides, pitch decks, speaker notes, and presentation workflow skills.

Browse track

Scenario

Presentation generation

I need my agent to create a polished presentation deck from a brief, document, URL, or research notes, preferably with editable PPTX or HTML slides.

Agent fit

Claude Code + OpenAI Agents + CLI

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add ShZhao27208/Aut_Sci_Write

Maintenance

active

2mo since push

Risk

Needs review

License is unclear

GitHub quality

149

68/100 Quality · 77/100 Trust

Coverage tags

PresentationPresentation generationpresentation-generationpptxclaude-code

Review notes

License is unclear · Financial research output is not financial advice; require human review before any live investment decision

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Promising
68

Useful candidate, but compare it with alternatives before adopting.

Trust

Sandbox only
69

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Needs review
78

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

PythonClaude CodePowerPointCodexCursor

Stars

149 GitHub stars

Repo activity

149 stars, 22 forks

Maintenance

2mo since push

License

Unknown

Install

npx skills add ShZhao27208/Aut_Sci_Write

Install safety

standard package or runtime install path

Permission surface

filesystem or document access

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Review before production

  • Financial research output is not financial advice; require human review before any live investment decision.
  • License is unclear
  • Quality score needs review
  • Stars/forks activity: 149 stars, 22 forks; issue activity unavailable in current metadata

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is unclear
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Presentation generation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Choose the right deck format

Suited agents

PythonClaude CodePowerPointCodexCursorOpenAgentSkill CLIOpenAI AgentsCLI

Install decision

Command
npx skills add ShZhao27208/Aut_Sci_Write
Policy
review
Human review
yes

Trust and risk

Trust
69/100
Audit
78/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add ShZhao27208/Aut_Sci_Write
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • License is unclear
  • Financial research output is not financial advice; require human review before any live investment decision

Alternative

Html Ppt Skill

6.6K Stars

npx skills add lewislulu/html-ppt-skill

Alternative

Frontend Slides Editable

398 Stars

npx skills add archlizheng/frontend-slides-editable

Alternative

Brand Docs

218 Stars

npx skills add ferdinandobons/brand-docs

Alternative

Claude Office Skills

770 Stars

npx skills add tfriedel/claude-office-skills

Agent safety v2

62/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

  • License is unclear

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

skill install

OpenAgentSkill CLI

Resolve policy, run the source installer safely, and report a verified install receipt.

$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install shzhao27208-aut-sci-write

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Open JSON

/api/agent/resolve?task=Use%20Aut%20Sci%20Write%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Aut%20Sci%20Write%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/shzhao27208-aut-sci-write/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use Aut Sci Write in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Aut%20Sci%20Write%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/shzhao27208-aut-sci-write/install
Install command: npx skills add ShZhao27208/Aut_Sci_Write
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/shzhao27208-aut-sci-write/install

LLM text format

/api/skills/shzhao27208-aut-sci-write/install?format=text

Find alternatives

/api/skills/search?q=Aut%20Sci%20Write&limit=3

Agent prompt

Use Aut Sci Write for this task. Review https://www.openagentskill.com/api/skills/shzhao27208-aut-sci-write/install, then install with: npx skills add ShZhao27208/Aut_Sci_Write

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/shzhao27208-aut-sci-write

LLM text

/api/registry/manifest/shzhao27208-aut-sci-write?format=text

Install alias

/api/registry/install/shzhao27208-aut-sci-write

Recommend

/api/registry/recommend?task=Use%20Aut%20Sci%20Write%20in%20an%20agent%20workflow&limit=3

Agent fit

68/100

Presentation generation

Use-case tags

Presentation generationCoding agentsRAG and knowledge

Platforms

Python, Claude Code, PowerPoint, OpenAI Agents

Audit report

Needs review · 78/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Fallback candidate for Presentation generation

Prototype with this skill first; keep a fallback candidate ready.

68
Readiness
Prototype
Stage

Role in stack

Fallback candidate

Primary fit

Presentation generation

Trust label

Prototype first

Install path

Command ready

Use when

  • Presentation generation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 68/100 quality profile
  • 2 OpenAgentSkill engagement events

review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Presentation generation task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

69
OpenAgentSkill Trust Score

GitHub adoption

INFO

149 GitHub stars

Stars/forks activity

CHECK

149 stars, 22 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

2mo since push

License clarity

CHECK

Unknown

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Financial research output is not financial advice; require human review before any live investment decision.
  • License is unclear
  • Quality score needs review
  • Stars/forks activity: 149 stars, 22 forks; issue activity unavailable in current metadata
  • License clarity: Unknown
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Promising candidate for agent workflows

Useful candidate, but compare it with alternatives before adopting.

68
GitHub stars
149
Freshness
2mo ago
Install ready
Yes
License
Unknown

Workflow fit

Use this skill in these scenarios

Create decks

Presentation generation

I need my agent to create a polished presentation deck from a brief, document, URL, or research notes, preferably with editable PPTX or HTML slides.

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Search private knowledge

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Workflow fit

Add it to a complete workflow

Inspect, patch, and verify code

Coding review agent

A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Ingest, retrieve, and cite

RAG knowledge base

A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Turn skills into distribution

Content growth agent

A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Alternative shortlist

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Overview

Academic research skills suite for Claude Code — literature search (arXiv+PubMed+WoS), PDF extraction, figure cropping, review writing, Zotero sync, and PPT generation.

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform compatibility

pythonFULL
claude-codeFULL
powerpointFULL

Technical details

Version
1.0.0
License
Unknown
Last updated
Aug 18, 2026
Published
Jun 28, 2026

Frameworks & tools

PythonClaude CodePowerPoint

Decision snapshot

Fallback candidate

68
Ready
Prototype
Stage

recent repository activity

Audit

Install review

Install and adoption review

78
Needs review
Security
81/100
Maintenance
88/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for Aut Sci Write, ready for a manual X post.

Curator note
Aut Sci Write: Academic research skills suite for Claude Code — literature search (arXiv+PubMed+WoS), PDF ex...

149 stars

https://www.openagentskill.com/skills/shzhao27208-aut-sci-write?ref=x
Open X draft
Optional reply with install command
Listing + install path for Aut Sci Write:
https://www.openagentskill.com/skills/shzhao27208-aut-sci-write?ref=x

Install: npx skills add ShZhao27208/Aut_Sci_Write
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Community indexed listing is attributed to ShZhao27208 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/shzhao27208-aut-sci-write?metric=listed&label=Listed)](https://www.openagentskill.com/skills/shzhao27208-aut-sci-write)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/shzhao27208-aut-sci-write?metric=trust&label=Trust)](https://www.openagentskill.com/skills/shzhao27208-aut-sci-write)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/shzhao27208-aut-sci-write?metric=audit&label=Audit)](https://www.openagentskill.com/skills/shzhao27208-aut-sci-write/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/shzhao27208-aut-sci-write?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/shzhao27208-aut-sci-write)
Preview badge Open audit Creator kit

Author

S

ShZhao27208

@shzhao27208

Tags

pptxclaude-codepresentationpresentationsacademic-researchagentcodexllm-toolsopenclawopencode

Platform fit

Claude CodeOpenAI Agents

Health signals

GitHub stars
149
Quality score
46/100
Last GitHub push
Jun 10, 2026
Framework hints
3
OpenAgentSkill views
0
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Sandbox only

69
  • GitHub adoption149 GitHub starsINFO
  • Stars/forks activity149 stars, 22 forks; issue activity unavailable in current metadataCHECK
  • Recent maintenance2mo since pushPASS
  • License clarityUnknownCHECK
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS

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