What makes Academic Research Writing Skill notable?

982 downloads. Trust evidence available

How should Academic Research Writing Skill be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Academic Research Writing Skill

Helps users develop clear, logically structured postgraduate academic research writing for proposals, literature reviews, hypotheses, methods, and ethical ap... Skill: Academic Research Writing Skill Owner: hoffnung131 Summary: Helps users develop clear, logically structured postgraduate academic research writing for proposals, literature reviews, hypotheses, methods, and ethical ap... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-05-27T05:57:54.475Z | user Initial release of academic-research-writing-skill: - Provides structured academic writing support for literature r

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

982

Updated

Oct 11, 2026

Version

1.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 982 downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 982 downloadsadoption · observed Oct 11, 2026
Latest release: 1.0.0release · observed May 27, 2026
Handshake status: UNKNOWNsecurity

What changed

Newest first. Only changes that point at a source are listed.

Release 1.0.0release
Initial release of academic-research-writing-skill: - Provides structured academic writing support for literature reviews, proposals, study openings, background, objectives, methodology, and ethics sections. - Emphasizes conceptual clarity, logical flow, methodological consistency, and academic tone for postgraduate-level work. - Supports bilingual (Chinese-English) output and translation/polishing of academic text. - Adapts support based on the user's research type (e.g., clinical, psychology, neuroscience). - Delivers output suitable for real proposal, ethics application, or academic report requirements.
Observed May 27, 2026 · source

Install and run

Setup complexity: low.

clawhub skill install s1744sdy07ps4mt47dm7frv0en86m7mg:academic-research-writing-skill

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-hoffnung131-academic-research-writing-skill/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

9,231 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

# Academic Research Writing Skill

## Purpose

This skill helps users develop academic research writing in a structured, rigorous, and logically coherent way. It is especially suitable for literature reviews, research proposals, thesis openings, research background sections, study objectives, research questions, hypotheses, methodology sections, measurement indicators, statistical analysis plans, and ethics-related writing.

The skill is designed for postgraduate-level academic work and emphasizes clarity, evidence-based reasoning, conceptual precision, and appropriate academic tone.

## When to Use

Use this skill when the user needs help with:

- Writing or improving a literature review
- Developing a research proposal or thesis opening report
- Refining a research topic or title
- Identifying research gaps and innovation points
- Formulating research questions and hypotheses
- Writing research background and rationale
- Designing study methods
- Selecting primary and secondary outcomes
- Explaining clinical, theoretical, or practical significance
- Writing ethics application content
- Planning statistical analysis
- Converting informal ideas into academic language
- Translating or polishing Chinese academic writing into English, or English into Chinese

## Typical User Inputs

The user may provide:

- A tentative research topic
- A rough research idea
- A list of variables or indicators
- Existing literature or article titles
- Supervisor feedback
- A study population
- Experimental design details
- A target word count
- Required sections from a proposal template
- Existing draft text to polish or restructure

If the input is incomplete, infer a reasonable structure based on the available information and clearly state any assumptions.

## Core Workflow

### 1. Clarify the Research Focus

Identify:

- The target population
- The core intervention, exposure, or task
- The comparison group or condition
- The main outcome variables
- The theoretical or clinical problem being addressed
- The expected contribution of the study

### 2. Build the Academic Logic

Organize the argument using the following chain:

```text
Research background
→ Existing evidence
→ Current limitations or gaps
→ Why the proposed study is needed
→ Research purpose
→ Research questions
→ Hypotheses
→ Study design
→ Indicators and analysis
→ Expected significance
```

### 3. Improve Academic Expression

Rewrite vague or informal language into precise academic language. Avoid overclaiming. Use cautious phrases when evidence is limited, such as:

- may indicate
- is expected to
- may contribute to
- provides preliminary evidence for
- helps clarify whether
- is associated with
- suggests a potential mechanism

### 4. Ensure Methodological Consistency

Check whether the following elements match each other:

- Research question and hypothesis
- Study design and causal claims
- Primary outcome and main hypothesis
- Secondary outcomes and exploratory aims
- Sample size and statistic

_meta.json

{
  "ownerId": "kn7038yyng40b74ymds18kzz3186nabs",
  "slug": "academic-research-writing-skill",
  "version": "1.0.0",
  "publishedAt": 1779861474475
}

skill-card.md

## Description:

Helps users develop clear, logically structured postgraduate academic research writing for proposals, literature reviews, hypotheses, methods, ethics sections, and bilingual Chinese-English academic polishing.

This skill is ready for commercial/non-commercial use.

## Publisher:

[hoffnung131](https://clawhub.ai/user/hoffnung131)

### License/Terms of Use:

MIT-0

## Use Case:

Students, researchers, and academic writers use this skill to structure and polish postgraduate research materials, including literature reviews, proposals, research questions, hypotheses, methods, statistical analysis plans, and ethics-related writing. It is also useful for translating or refining Chinese-English academic text while maintaining cautious academic tone and methodological consistency.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Academic writing guidance may require field-specific accuracy checks, citations, and validation against current literature or institutional requirements.

Mitigation: Review outputs for source support, domain accuracy, citation needs, and alignment with the user's proposal, ethics, or reporting requirements.

Risk: Users may provide sensitive research, participant, or patient information while requesting proposal or ethics-writing help.

Mitigation: Avoid sharing unnecessary sensitive data and review any provided information under the user's applicable privacy, ethics, and institutional policies.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/hoffnung131/skills/academic-research-writing-skill)
- [Publisher profile](https://clawhub.ai/user/hoffnung131)

## Skill Output:

**Output Type(s):** [Text, Markdown, Guidance]

**Output Format:** [Markdown prose, structured outlines, tables, and bilingual academic text]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May include assumptions, sectioned proposal content, research questions, hypotheses, indicators, analysis plans, or polished academic paragraphs.]

## Skill Version(s):

1.0.0 (source: server release metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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