Install
$ agentstack add skill-muhammad1438-academic-writer-skills-abstract-writer ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
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Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
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How agent discovery & health will work →About
Abstract Writer
The abstract is the vital threshold to an academic paper — often the sole text read during preliminary literature searches. It functions as a standalone proxy for the entire document. Its structural integrity is paramount.
Two Primary Abstract Types
1. Descriptive Abstract
- Functions like a table of contents in paragraph form
- Outlines broad scope and overarching purpose
- Does NOT include findings, conclusions, or recommendations
- Length: typically under 100 words
- Used in: humanistic essays, broad theoretical reviews, book proposals
- Purpose: entice the reader to access the full text
2. Informational Abstract (Standard for Most Academic Writing)
- Acts as a comprehensive surrogate for the full document
- Must stand alone — a reader should understand the study without reading the paper
- Tightly aligned with IMRAD structure
- Length: typically 150–300 words (check journal guidelines)
- Used in: STEM, empirical social sciences, technical reports, journal manuscripts
The Structured Abstract Format
Used by many medical and social science journals (BMJ, Lancet, APA journals):
| Section | Content | ~Word Count | |---|---|---| | Background/Context | Why does this topic matter? What is the problem? | 30–40 | | Objective/Aim | What did this study set out to do? | 15–25 | | Methods | How was it done? (design, participants, measures, analysis) | 40–60 | | Results | What were the key findings? Include key statistics. | 40–60 | | Conclusion | What do the findings mean? What is the implication? | 20–30 |
The 5-Move Informational Abstract Framework
Even for unstructured abstracts, ensure all 5 rhetorical moves are present:
- Establish context / significance — Why does this matter to the field?
- State the problem or gap — What is unknown or unresolved?
- Describe the methodology — How was the research conducted?
- Present the key results — What was found? (Be specific — include numbers where relevant)
- State the implication / conclusion — What does it mean for the field, practice, or future research?
Step-by-Step Abstract Writing Process
- Write the paper first — The abstract summarises; it cannot be written before the content exists
- Identify one sentence for each move above
- Draft without the paper in front of you — This forces genuine summary
- Check: Does each claim in the abstract appear in the paper? Abstract must not introduce new claims
- Remove all citations — Abstracts should contain no in-text citations (unless journal guidelines require them)
- Use past tense for methods and results ("Data were collected…", "Results showed…")
- Use present tense for established facts and implications ("These findings suggest…")
- Avoid first-person where possible — use "The study," "This paper," "The analysis"
- Trim to word limit — Delete throat-clearing phrases, cut redundancy
Keywords Selection
Keywords enable database indexing and discoverability.
Rules:
- Typically 4–8 keywords (check journal guidelines)
- Do NOT repeat words already in the title
- Use controlled vocabulary where possible:
- MeSH (Medical Subject Headings) for medicine
- ERIC thesaurus for education
- PsycINFO thesaurus for psychology
- Also include relevant free keywords that researchers in the field commonly search
- Move from specific to general (specific concept → broader field)
Format:
- Listed alphabetically or in order of importance
- Separated by semicolons or commas (per journal guidelines)
- Not capitalised (unless proper nouns)
Common Abstract Mistakes
| Mistake | Fix | |---|---| | Too vague — describes the paper without saying what was found | Include specific results; do not just say "results are discussed" | | Introduces information not in the paper | Remove — the abstract summarises only what exists | | Contains in-text citations | Remove all citations (unless journal specifically requires them) | | Uses first-person excessively | Rephrase to "The study," "This paper," "An analysis was conducted" | | Describes methodology without stating results | Always include key findings | | Makes claims beyond what the data support | Apply hedging language | | Exceeds word limit | Cut: remove redundant phrases, combine sentences | | Written before the paper is finished | Write last — after the full paper is complete |
Annotated Example — Informational Abstract
> [Context/Significance] Burnout among nursing professionals represents a significant threat to both healthcare quality and patient safety, with documented rates increasing sharply since 2019. [Problem/Gap] Despite this, few studies have examined the relationship between organisational support structures and burnout rates among nurses in low-resource hospital settings. [Methods] This cross-sectional study surveyed 342 registered nurses across six public hospitals in Morocco using the Maslach Burnout Inventory (MBI) and the Survey of Perceived Organisational Support (SPOS). [Results] Results indicated that perceived organisational support was significantly and negatively correlated with burnout (r = −0.61, p Background: [Context and rationale] > Objectives: [Primary aim] > Design: [RCT, double-blind, parallel-group] > Setting: [Clinical setting, country] > Participants: [Inclusion/exclusion criteria, n randomised] > Interventions: [Experimental vs. control] > Main outcome measures: [Primary endpoint, timing] > Results: [Primary outcome: RR, 95% CI, p-value] > Conclusions: [Clinical implication] > Trial registration: [ClinicalTrials.gov NCT number]
Systematic Review Abstract (PRISMA)
Required fields: Background, Objectives, Data Sources, Study Eligibility Criteria, Study Appraisal and Synthesis Methods, Results, Limitations, Conclusions.
Empirical Psychology Abstract (APA 7th)
Structure: Objective → Participants → Method → Results → Conclusions → Keywords Word limit: 150–250 words Keywords: 3–5 terms on line below abstract, not bold
Humanities Abstract
- No IMRaD structure required
- Describe argument, approach, and contribution
- Mention primary sources or archives used
- State scholarly conversation being entered
Conference Abstract
- Often shorter (200–300 words)
- Must stand alone (reviewers see only abstract)
- State hypothesis/argument, methods, key findings, significance
- Some conferences require: Introduction, Methods, Results, Discussion (mini-paper)
Discipline-Specific Vocabulary
Sciences
- "We investigated...", "We report...", "Results indicate..."
- Report key statistics in abstract if space allows
- State effect sizes and confidence intervals for clinical papers
Social Sciences
- "This study examines...", "Drawing on [theory]..."
- State theoretical framework
- Describe participant sample briefly
Humanities
- "This article argues...", "This paper contends...", "I demonstrate..."
- First person often acceptable
- State archival sources or corpus if applicable
Common Abstract Mistakes
| Mistake | Fix | |---------|-----| | Too long | Cut background; every sentence must earn its place | | Missing conclusions | Add: "These findings suggest..." | | Jargon without definition | Either define or replace with plain term | | Vague results | Replace "significant results" with actual statistics | | Passive throughout | Mix active and passive; active for your contributions | | Missing keywords | Add 3-5 terms below abstract |
Integration with Other Skills
- Run
grammar-style-checkeron abstract draft for polish - After writing abstract, check word count against target journal requirements using
journal-selection - For systematic reviews, ensure abstract follows
literature-reviewPRISMA structure
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: muhammad1438
- Source: muhammad1438/academic-writer-skills
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.