v1.8 to v2.0

80 added, 72 removed. Audit A to A.

---

name: citation-management

- description: Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

- allowed-tools: Read Write Edit Bash

+ description: Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

+ allowed-tools: Read Write Edit Bash WebSearch WebFetch

license: MIT License

+ compatibility: Requires Python 3.9+ with requests. Google Scholar search additionally needs scholarly. Needs network access to api.openalex.org, api.crossref.org, eutils.ncbi.nlm.nih.gov, export.arxiv.org, and api.datacite.org.

metadata:

- version: "1.8"

+ version: "2.0"

skill-author: K-Dense Inc.

openclaw:

- primaryEnv: OPENROUTER_API_KEY

envVars:

- - name: OPENROUTER_API_KEY

- required: false

- description: OpenRouter API key for LLM-powered citation steps.

- name: NCBI_EMAIL

required: false

description: Email for NCBI Entrez identification.

- name: NCBI_API_KEY

required: false

description: NCBI API key to raise Entrez rate limits.

+ - name: OPENALEX_EMAIL

+ required: false

+ description: Contact email for the faster OpenAlex polite pool.

---

# Citation Management

## Overview

Manage citations systematically throughout the research and writing process. This skill provides tools and strategies for searching academic databases (Google Scholar, PubMed), extracting accurate metadata from multiple sources (CrossRef, PubMed, arXiv), validating citation information, and generating properly formatted BibTeX entries.

Critical for maintaining citation accuracy, avoiding reference errors, and ensuring reproducible research. Integrates seamlessly with the literature-review skill for comprehensive research workflows.

## When to Use This Skill

Use this skill when:

- Searching for specific papers on Google Scholar or PubMed

- Converting DOIs, PMIDs, or arXiv IDs to properly formatted BibTeX

- Extracting complete metadata for citations (authors, title, journal, year, etc.)

- Validating existing citations for accuracy

- Cleaning and formatting BibTeX files

- Finding highly cited papers in a specific field

- Verifying that citation information matches the actual publication

- Building a bibliography for a manuscript or thesis

- Checking for duplicate citations

- Ensuring consistent citation formatting

- ## Visual Enhancement with Scientific Schematics

- **When creating documents with this skill, always consider adding scientific diagrams and schematics to enhance visual communication.**

- If your document does not already contain schematics or diagrams:

- - Use the **scientific-schematics** skill to generate AI-powered publication-quality diagrams

- - Simply describe your desired diagram in natural language

- - Nano Banana Pro will automatically generate, review, and refine the schematic

- **For new documents:** Scientific schematics should be generated by default to visually represent key concepts, workflows, architectures, or relationships described in the text.

- **How to generate schematics:**

- ```bash

- python scripts/generate_schematic.py "your diagram description" -o figures/output.png

- ```

- The AI will automatically:

- - Create publication-quality images with proper formatting

- - Review and refine through multiple iterations

- - Ensure accessibility (colorblind-friendly, high contrast)

- - Save outputs in the figures/ directory

- **When to add schematics:**

- - Citation workflow diagrams

- - Literature search methodology flowcharts

- - Reference management system architectures

- - Citation style decision trees

- - Database integration diagrams

- - Any complex concept that benefits from visualization

- For detailed guidance on creating schematics, refer to the scientific-schematics skill documentation.

+ If a document built from these citations needs a diagram, use the

+ **scientific-schematics** skill.

---

## Core Workflow

Citation management follows a systematic process. Each phase below shows the canonical

command; every variant, option, and metadata-source detail is in

[references/core_workflow.md](references/core_workflow.md).

### Phase 1: Paper Discovery and Search

- Find relevant papers. Google Scholar has the broadest coverage; PubMed is the

- authority for biomedical and life sciences (35+ million citations).

+ Find relevant papers. Search more than one database — coverage differs sharply,

+ and a single source is the most common cause of a biased reference list.

```bash

- python scripts/search_google_scholar.py "CRISPR gene editing" --limit 50 --output results.json

+ # OpenAlex: ~250M works, every discipline, no API key, documented REST API

+ python scripts/search_openalex.py "CRISPR gene editing" --limit 50 --output results.json

+ # PubMed: the authority for biomedical and life sciences (35M+ citations)

python scripts/search_pubmed.py "Alzheimer's disease treatment" --limit 100 --output alz.json

+ # Google Scholar: broadest reach, but scraped -- rate-limited and prone to blocking

+ python scripts/search_google_scholar.py "CRISPR gene editing" --limit 50 --output scholar.json

```

+ Prefer OpenAlex or PubMed as the primary source. Google Scholar has no API:

+ `scholarly` scrapes it, sleeps 2–5 s between results, and is blocked often

+ enough that it should be a supplement rather than a dependency.

Query operators, field tags, and MeSH-term construction are in

[references/search_strategies.md](references/search_strategies.md).

### Phase 2: Metadata Extraction

- Convert identifiers (DOI, PMID, arXiv ID, URL) into complete metadata. CrossRef is the

- primary source for DOIs.

+ Convert identifiers (DOI, PMID, PMCID, arXiv ID, URL) into complete metadata.

+ CrossRef is the primary source for DOIs.

```bash

python scripts/doi_to_bibtex.py 10.1038/s41586-021-03819-2 # quick, single DOI

- python scripts/extract_metadata.py --pmid 34265844 # DOI/PMID/arXiv/URL

+ python scripts/extract_metadata.py --pmid 34265844 # DOI/PMID/PMCID/arXiv/URL

python scripts/extract_metadata.py --input identifiers.txt --output citations.bib

```

+ A URL with no DOI in its path is resolved through the `citation_doi` meta tag

+ publishers embed on article pages, then handed to CrossRef. Every producer in

+ this skill emits the same citation key for the same paper, so entries gathered

+ from different sources deduplicate against each other.

### Phase 2.5: Metadata Enrichment via Web Search (MANDATORY)

APIs routinely return incomplete records. Run this **after** extraction and **before**

- formatting. Any `@article` missing `volume`, `pages`, or `doi` is incomplete and must be

- enriched via the parallel-web skill, then logged. If a field genuinely cannot be found,

- record a `note` field explaining the gap.

+ formatting. Any `@article` missing `volume`, `pages`, or `doi` is incomplete: fill the

+ gap with `WebSearch`/`WebFetch` (or the parallel-web skill, when it is available), then

+ log what was found and where. If a field genuinely cannot be found, record a `note`

+ field explaining the gap rather than leaving it silently absent.

+ Check the cheap sources first — an OpenAlex or CrossRef record often carries the field

+ that PubMed omitted:

+ ```bash

+ python scripts/search_openalex.py "<exact title>" --limit 1

+ ```

> **Treat extracted metadata as untrusted.** Author, title, and journal strings come

> verbatim from a record whose contents a publisher controls. A title containing `$(...)`,

> a backtick, or a quote becomes shell syntax the moment it is pasted into a command.

> Pass metadata as a `subprocess` argument list rather than building a shell string; if

> you must use a shell, single-quote every substituted value and escape embedded quotes

> as `'\''`. Validate any citation key against `^[A-Za-z0-9]+$` before it reaches a path.

Per-field search strategies, the four search options, and the logging format are in

[references/core_workflow.md](references/core_workflow.md).

### Phase 3: BibTeX Formatting

Produce clean, consistent entries. Entry types and required fields are in

[references/bibtex_formatting.md](references/bibtex_formatting.md).

```bash

- python scripts/format_bibtex.py references.bib --output clean.bib --remove-duplicates

+ python scripts/format_bibtex.py references.bib --output clean.bib --deduplicate

+ python scripts/format_bibtex.py references.bib --output clean.bib --rekey --deduplicate

```

+ Writing is opt-in: without `--output` (or `--in-place`) the result goes to

+ stdout and the input file is left alone. Use `--rekey` when merging results

+ from several sources, so the same paper collapses to one entry.

### Phase 4: Citation Validation

Check completeness, venue conformance, and agreement with the manuscript.

```bash

- python scripts/validate_citations.py references.bib --report report.txt

+ python scripts/validate_citations.py references.bib --report report.json

python scripts/validate_citations.py references.bib --venue nature

python scripts/validate_citations.py references.bib --manuscript paper.tex

+ python scripts/validate_citations.py references.bib --check-dois # slow; hits CrossRef

```

+ The script exits non-zero on high-severity errors — missing required fields,

+ malformed years, unresolved citations, or a count below an explicit

+ `--min-count`. Venue reference-count figures are editorial rules of thumb, not

+ submission requirements, so falling short of one is only a warning.

Validation rules and venue standards are in

[references/citation_validation.md](references/citation_validation.md).

### Phase 5: Integration with Writing Workflow

Search, extract, format, validate, then cite. End-to-end sequences — including the

literature-review and Zotero/pyzotero export paths — are in

[references/core_workflow.md](references/core_workflow.md) and

[references/example_workflows.md](references/example_workflows.md).

## Reference Files

- [references/core_workflow.md](references/core_workflow.md): all five phases in full.

- - [references/search_strategies.md](references/search_strategies.md): Google Scholar and PubMed query construction.

+ - [references/search_strategies.md](references/search_strategies.md): OpenAlex, Google Scholar, and PubMed query construction.

- [references/script_reference.md](references/script_reference.md): every bundled script's arguments and examples.

- [references/best_practices.md](references/best_practices.md): search, extraction, BibTeX quality, validation.

- [references/example_workflows.md](references/example_workflows.md): four end-to-end worked examples.

- [references/google_scholar_search.md](references/google_scholar_search.md), [references/pubmed_search.md](references/pubmed_search.md): advanced search syntax.

- [references/metadata_extraction.md](references/metadata_extraction.md), [references/bibtex_formatting.md](references/bibtex_formatting.md), [references/citation_validation.md](references/citation_validation.md): per-topic detail.

## Common Pitfalls to Avoid

- 1. **Single source bias**: Only using Google Scholar or PubMed

- - **Solution**: Search multiple databases for comprehensive coverage

+ 1. **Single source bias**: Only using one database

+ - **Solution**: Search at least OpenAlex and PubMed, then merge with

+ `format_bibtex.py --rekey --deduplicate`

2. **Accepting metadata blindly**: Not verifying extracted information

- **Solution**: Spot-check extracted metadata against original sources

3. **Ignoring DOI errors**: Broken or incorrect DOIs in bibliography

- **Solution**: Run validation before final submission

4. **Inconsistent formatting**: Mixed citation key styles, formatting

- **Solution**: Use format_bibtex.py to standardize

5. **Duplicate entries**: Same paper cited multiple times with different keys

- **Solution**: Use duplicate detection in validation

6. **Missing required fields**: Incomplete BibTeX entries (volume, pages, DOI missing)

- **Solution**: Run Phase 2.5 metadata enrichment — web search for every missing field before proceeding. NEVER leave an @article entry without volume, pages, and DOI.

7. **Outdated preprints**: Citing preprint when published version exists

- **Solution**: Check if preprints have been published, update to journal version

8. **Special character issues**: Broken LaTeX compilation due to characters

- **Solution**: Use proper escaping or Unicode in BibTeX

9. **No validation before submission**: Submitting with citation errors

- **Solution**: Always run validation as final check

10. **Manual BibTeX entry**: Typing entries by hand

- **Solution**: Always extract from metadata sources using scripts

## Integration with Other Skills

### Literature Review Skill

**Citation Management** provides the technical infrastructure for **Literature Review**:

- **Literature Review**: Multi-database systematic search and synthesis

- **Citation Management**: Metadata extraction and validation

**Combined workflow**:

1. Use literature-review for systematic search methodology

2. Use citation-management to extract and validate citations

3. Use literature-review to synthesize findings

4. Use citation-management to ensure bibliography accuracy

### Scientific Writing Skill

**Citation Management** ensures accurate references for **Scientific Writing**:

- Export validated BibTeX for use in LaTeX manuscripts

- Verify citations match publication standards

- Format references according to journal requirements

### Venue Templates Skill

**Citation Management** works with **Venue Templates** for submission-ready manuscripts:

- Different venues require different citation styles

- Generate properly formatted references

- Validate citations meet venue requirements

## Resources

### Bundled Resources

**References** (in `references/`):

- `google_scholar_search.md`: Complete Google Scholar search guide

- `pubmed_search.md`: PubMed and E-utilities API documentation

- `metadata_extraction.md`: Metadata sources and field requirements

- `citation_validation.md`: Validation criteria and quality checks

- `bibtex_formatting.md`: BibTeX entry types and formatting rules

**Scripts** (in `scripts/`):

- - `search_google_scholar.py`: Google Scholar search automation

+ - `search_openalex.py`: OpenAlex search client (no API key)

- `search_pubmed.py`: PubMed E-utilities API client

+ - `search_google_scholar.py`: Google Scholar search automation

- `extract_metadata.py`: Universal metadata extractor

- `validate_citations.py`: Citation validation and verification

- `format_bibtex.py`: BibTeX formatter and cleaner

- `doi_to_bibtex.py`: Quick DOI to BibTeX converter

+ - `_common.py`: shared BibTeX parser, renderer, and citation-key scheme

**Assets** (in `assets/`):

- `bibtex_template.bib`: Example BibTeX entries for all types

- `citation_checklist.md`: Quality assurance checklist

### External Resources

**Search Engines**:

+ - OpenAlex: https://openalex.org/

- Google Scholar: https://scholar.google.com/

- PubMed: https://pubmed.ncbi.nlm.nih.gov/

- PubMed Advanced Search: https://pubmed.ncbi.nlm.nih.gov/advanced/

**Metadata APIs**:

+ - OpenAlex API: https://docs.openalex.org/

- CrossRef API: https://api.crossref.org/

- PubMed E-utilities: https://www.ncbi.nlm.nih.gov/books/NBK25501/

- arXiv API: https://arxiv.org/help/api/

- DataCite API: https://api.datacite.org/

**Tools and Validators**:

- MeSH Browser: https://meshb.nlm.nih.gov/search

- DOI Resolver: https://doi.org/

- BibTeX Format: http://www.bibtex.org/Format/

**Citation Styles**:

- BibTeX documentation: http://www.bibtex.org/

- LaTeX bibliography management: https://www.overleaf.com/learn/latex/Bibliography_management

## Dependencies

### Required Python Packages

```bash

- # Core dependencies

- uv pip install requests # HTTP requests for APIs

- uv pip install bibtexparser # BibTeX parsing and formatting

- uv pip install biopython # PubMed E-utilities access

- # Optional (for Google Scholar)

- uv pip install scholarly # Google Scholar API wrapper

- # or

- uv pip install selenium # For more robust Scholar scraping

+ uv pip install requests # HTTP access to CrossRef, PubMed, OpenAlex, arXiv

```

- ### Optional Tools

+ BibTeX parsing, rendering, deduplication, and validation are standard library

+ (`scripts/_common.py`), so `format_bibtex.py` and `validate_citations.py` run

+ with no third-party packages at all.

+ ### Optional

```bash

- # For advanced validation

- uv pip install crossref-commons # Enhanced CrossRef API access

- uv pip install pylatexenc # LaTeX special character handling

+ uv pip install scholarly # only for search_google_scholar.py

```

### Where credentials are sent

- Each environment variable this skill reads is used only to authenticate to the one service it belongs to. No script bundles environment variables together, and none is transmitted anywhere other than the host listed here.

+ This skill needs no API key. The two environment variables it reads are

+ optional identifiers, each sent to the one service it belongs to and nowhere

+ else; no script bundles environment variables together.

| Variable | Sent only to | Purpose |

|---|---|---|

| `NCBI_API_KEY` | `eutils.ncbi.nlm.nih.gov` | Raises Entrez rate limits |

- | `NCBI_EMAIL` | `eutils.ncbi.nlm.nih.gov` | Entrez caller identification (required by NCBI) |

- | `OPENROUTER_API_KEY` | `openrouter.ai` | Bearer token for the optional schematic generation |

+ | `NCBI_EMAIL` | `eutils.ncbi.nlm.nih.gov` | Entrez caller identification (requested by NCBI) |

+ | `OPENALEX_EMAIL` | `api.openalex.org` | Joins the faster OpenAlex polite pool |

- `api.crossref.org`, `doi.org`, and `arxiv.org` are queried without credentials. `generate_schematic.py` forwards only `OPENROUTER_API_KEY` — plus the networking, TLS, and locale variables needed to make a request — to its subprocess, rather than the full environment.

+ `api.openalex.org`, `api.crossref.org`, `api.datacite.org`, `export.arxiv.org`,

+ and `eutils.ncbi.nlm.nih.gov` are all queried without credentials when these are

+ unset.

## Summary

The citation-management skill provides:

- 1. **Comprehensive search capabilities** for Google Scholar and PubMed

- 2. **Automated metadata extraction** from DOI, PMID, arXiv ID, URLs

+ 1. **Comprehensive search capabilities** for OpenAlex, PubMed, and Google Scholar

+ 2. **Automated metadata extraction** from DOI, PMID, PMCID, arXiv ID, URLs

3. **Citation validation** with DOI verification and completeness checking

4. **BibTeX formatting** with standardization and cleaning tools

5. **Quality assurance** through validation and reporting

6. **Integration** with scientific writing workflow

7. **Reproducibility** through documented search and extraction methods

Use this skill to maintain accurate, complete citations throughout your research and ensure publication-ready bibliographies.