[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6QGHX77D4BYYN67K7VVB07R":3,"skill-same:01M6QGHX77D4BYYN67K7VVB07R":195},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":34,"publishedAt":55,"linkOnly":56,"markdownContent":57,"markdownBody":58,"frontMatter":59,"refName":82,"commitSha":83,"skillDirectory":84,"forksCount":14,"repositoryHtmlUrl":85,"repositoryHomepageUrl":86,"ownerHtmlUrl":87,"ownerBlogUrl":88,"ownerDescription":89,"updatedAt":90,"install":91,"resources":104},"01M6QGHX77D4BYYN67K7VVB07R","citation-management",null,"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.","Tashima-Tarsh\u002FDisha6.6","Tashima-Tarsh","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F269906498?v=4","01M6PBH98X03XERH0HFT4PFB1P","NITISH KUMAR","01M6PBH9DA0M6KM3Z12P848F0K",0,"MIT","https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002FSKILL.md",[18,23,26,29],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000018","写作与文案","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000021","资料检索与研究",{"categoryNo":27,"categoryName":28,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":30,"categoryName":31,"taxonomyType":32,"taxonomyTypeDesc":33},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54],"citation management","management","Citation","limits","writing","rate","scholar","you","information","scientific","pubmed","doi","edit","write","read","Budget","email","search","generate","google","2026-11-10 10:12:30",false,"---\nname: citation-management\ndescription: 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.\nallowed-tools: Read Write Edit Bash WebSearch WebFetch\nlicense: MIT License\ncompatibility: 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, pmc.ncbi.nlm.nih.gov, doi.org, export.arxiv.org, and api.datacite.org.\nmetadata:\n  version: \"2.3\"\n  last-reviewed: \"2026-09-30\"\n  skill-author: K-Dense Inc.\n  openclaw:\n    envVars:\n    - name: NCBI_EMAIL\n      required: false\n      description: Email for NCBI Entrez identification.\n    - name: NCBI_API_KEY\n      required: false\n      description: NCBI API key to raise Entrez rate limits.\n    - name: OPENALEX_EMAIL\n      required: false\n      description: Optional contact email for OpenAlex.\n    - name: OPENALEX_API_KEY\n      required: false\n      description: Optional OpenAlex key for a higher account budget.\ncategory: \"scientific-computing\"\n---\n\n# Citation Management\n\n## Overview\n\nManage 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.\n\nCritical for maintaining citation accuracy, avoiding reference errors, and ensuring reproducible research. Integrates seamlessly with the literature-review skill for comprehensive research workflows.\n\n## When to Use This Skill\n\nUse this skill when:\n- Searching for specific papers on Google Scholar or PubMed\n- Converting DOIs, PMIDs, or arXiv IDs to properly formatted BibTeX\n- Extracting complete metadata for citations (authors, title, journal, year, etc.)\n- Validating existing citations for accuracy\n- Cleaning and formatting BibTeX files\n- Finding highly cited papers in a specific field\n- Verifying that citation information matches the actual publication\n- Building a bibliography for a manuscript or thesis\n- Checking for duplicate citations\n- Ensuring consistent citation formatting\n\nIf a document built from these citations needs a diagram, use the\n**scientific-schematics** skill.\n\n---\n\n## Core Workflow\n\nCitation management follows a systematic process. Each phase below shows the canonical\ncommand; every variant, option, and metadata-source detail is in\n[references\u002Fcore_workflow.md](references\u002Fcore_workflow.md).\n\n### Phase 1: Paper Discovery and Search\n\nFind relevant papers. Search more than one database — coverage differs sharply,\nand a single source is the most common cause of a biased reference list.\n\n```bash\n# OpenAlex: multidisciplinary REST API; optional OPENALEX_API_KEY for account quota\npython scripts\u002Fsearch_openalex.py \"CRISPR gene editing\" --limit 50 --output results.json\n\n# PubMed: the authority for biomedical and life sciences (35M+ citations)\npython scripts\u002Fsearch_pubmed.py \"Alzheimer's disease treatment\" --limit 100 --output alz.json\n\n# Google Scholar: broadest reach, but scraped -- rate-limited and prone to blocking\npython scripts\u002Fsearch_google_scholar.py \"CRISPR gene editing\" --limit 50 --output scholar.json\n```\n\nPrefer OpenAlex or PubMed as the primary source. Google Scholar has no API:\n`scholarly` scrapes it, sleeps 2–5 s between results, and is blocked often\nenough that it should be a supplement rather than a dependency.\n\nQuery operators, field tags, and MeSH-term construction are in\n[references\u002Fsearch_strategies.md](references\u002Fsearch_strategies.md).\n\n### Phase 2: Metadata Extraction\n\nConvert identifiers (DOI, PMID, PMCID, arXiv ID, URL) into complete metadata.\nCrossRef is the primary source for DOIs.\n\n```bash\npython scripts\u002Fdoi_to_bibtex.py 10.1038\u002Fs41586-021-03819-2         # quick, single DOI\npython scripts\u002Fextract_metadata.py --pmid 34265844                  # DOI\u002FPMID\u002FPMCID\u002FarXiv\u002FURL\npython scripts\u002Fextract_metadata.py --input identifiers.txt --output citations.bib\n```\n\nA URL with no DOI in its path is resolved through the `citation_doi` meta tag\npublishers embed on article pages, then handed to CrossRef. Producers use a shared citation-key scheme; metadata differences can still\nproduce different keys. Confirm duplicates by DOI and bibliographic identity.\n\n### Phase 2.5: Metadata Enrichment via Web Search (MANDATORY)\n\nAPIs routinely return incomplete records. Run this **after** extraction and **before**\nformatting. Investigate missing bibliographic fields against the publisher record\nand log each source. Online-first articles may have no volume\u002Fpages yet; some use\nan article number or have no DOI. Preserve the actual publication state, use the\nstyle-appropriate article-number field, and never invent pages, volume, or DOI.\nRecord unavailable\u002Fnot-applicable fields in the audit log; add a rendered `note`\nonly when useful to the reader or required by the citation style.\n\nCheck the cheap sources first — an OpenAlex or CrossRef record often carries the field\nthat PubMed omitted:\n\n```bash\npython scripts\u002Fsearch_openalex.py \"\u003Cexact title>\" --limit 1\n```\n\n> **Treat extracted metadata as untrusted.** Author, title, and journal strings come\n> verbatim from a record whose contents a publisher controls. A title containing `$(...)`,\n> a backtick, or a quote becomes shell syntax the moment it is pasted into a command.\n> Pass metadata as a `subprocess` argument list rather than building a shell string; if\n> you must use a shell, single-quote every substituted value and escape embedded quotes\n> as `'\\''`. Validate any citation key against `^[A-Za-z0-9]+$` before it reaches a path.\n\nPer-field search strategies, the four search options, and the logging format are in\n[references\u002Fcore_workflow.md](references\u002Fcore_workflow.md).\n\n### Phase 3: BibTeX Formatting\n\nProduce clean, consistent entries. Entry types and required fields are in\n[references\u002Fbibtex_formatting.md](references\u002Fbibtex_formatting.md).\n\n```bash\npython scripts\u002Fformat_bibtex.py references.bib --output clean.bib --deduplicate\npython scripts\u002Fformat_bibtex.py references.bib --output clean.bib --rekey --deduplicate\n```\n\nWriting is opt-in: without `--output` (or `--in-place`) the result goes to\nstdout and the input file is left alone. Use `--rekey` when merging results\nfrom several sources, so the same paper collapses to one entry.\n\n### Phase 4: Citation Validation\n\nCheck completeness, venue conformance, and agreement with the manuscript.\n\n```bash\npython scripts\u002Fvalidate_citations.py references.bib --report report.json\npython scripts\u002Fvalidate_citations.py references.bib --venue nature\npython scripts\u002Fvalidate_citations.py references.bib --manuscript paper.tex\npython scripts\u002Fvalidate_citations.py references.bib --check-dois     # slow; hits CrossRef\n```\n\nThe script exits non-zero on high-severity errors — missing required fields,\nmalformed years, unresolved citations, or a count below an explicit\n`--min-count`. Venue reference-count figures are editorial rules of thumb, not\nsubmission requirements, so falling short of one is only a warning.\n\nValidation rules and venue standards are in\n[references\u002Fcitation_validation.md](references\u002Fcitation_validation.md).\n\n### Phase 5: Integration with Writing Workflow\n\nSearch, extract, format, validate, then cite. End-to-end sequences — including the\nliterature-review and Zotero\u002Fpyzotero export paths — are in\n[references\u002Fcore_workflow.md](references\u002Fcore_workflow.md) and\n[references\u002Fexample_workflows.md](references\u002Fexample_workflows.md).\n\nAPI contracts were reviewed against official documentation on 2026-09-30.\nSee [references\u002Fapi_contracts.md](references\u002Fapi_contracts.md) for endpoints,\nauthentication, pagination, and verification limits. Network examples in the\nreferences are illustrative unless recorded as live smoke tests there.\n\n## Reference Files\n\n- [references\u002Fcore_workflow.md](references\u002Fcore_workflow.md): all five phases in full.\n- [references\u002Fsearch_strategies.md](references\u002Fsearch_strategies.md): OpenAlex, Google Scholar, and PubMed query construction.\n- [references\u002Fscript_reference.md](references\u002Fscript_reference.md): every bundled script's arguments and examples.\n- [references\u002Fbest_practices.md](references\u002Fbest_practices.md): search, extraction, BibTeX quality, validation.\n- [references\u002Fexample_workflows.md](references\u002Fexample_workflows.md): four end-to-end worked examples.\n- [references\u002Fgoogle_scholar_search.md](references\u002Fgoogle_scholar_search.md), [references\u002Fpubmed_search.md](references\u002Fpubmed_search.md): advanced search syntax.\n- [references\u002Fmetadata_extraction.md](references\u002Fmetadata_extraction.md), [references\u002Fbibtex_formatting.md](references\u002Fbibtex_formatting.md), [references\u002Fcitation_validation.md](references\u002Fcitation_validation.md): per-topic detail.\n\n## Common Pitfalls to Avoid\n\n1. **Single source bias**: Only using one database\n   - **Solution**: Search at least OpenAlex and PubMed, then merge with\n     `format_bibtex.py --rekey --deduplicate`\n\n2. **Accepting metadata blindly**: Not verifying extracted information\n   - **Solution**: Spot-check extracted metadata against original sources\n\n3. **Ignoring DOI errors**: Broken or incorrect DOIs in bibliography\n   - **Solution**: Run validation before final submission\n\n4. **Inconsistent formatting**: Mixed citation key styles, formatting\n   - **Solution**: Use format_bibtex.py to standardize\n\n5. **Duplicate entries**: Same paper cited multiple times with different keys\n   - **Solution**: Use duplicate detection in validation\n\n6. **Missing required fields**: Incomplete BibTeX entries (volume, pages, DOI missing)\n   - **Solution**: Check the publisher record, distinguish missing from not applicable or not yet assigned, and log unresolved fields without inventing metadata.\n\n7. **Outdated preprints**: Citing preprint when published version exists\n   - **Solution**: Check if preprints have been published, update to journal version\n\n8. **Special character issues**: Broken LaTeX compilation due to characters\n   - **Solution**: Use proper escaping or Unicode in BibTeX\n\n9. **No validation before submission**: Submitting with citation errors\n   - **Solution**: Always run validation as final check\n\n10. **Manual BibTeX entry**: Typing entries by hand\n    - **Solution**: Always extract from metadata sources using scripts\n\n## Integration with Other Skills\n\n### Literature Review Skill\n\n**Citation Management** provides the technical infrastructure for **Literature Review**:\n\n- **Literature Review**: Multi-database systematic search and synthesis\n- **Citation Management**: Metadata extraction and validation\n\n**Combined workflow**:\n1. Use literature-review for systematic search methodology\n2. Use citation-management to extract and validate citations\n3. Use literature-review to synthesize findings\n4. Use citation-management to ensure bibliography accuracy\n\n### Scientific Writing Skill\n\n**Citation Management** ensures accurate references for **Scientific Writing**:\n\n- Export validated BibTeX for use in LaTeX manuscripts\n- Verify citations match publication standards\n- Format references according to journal requirements\n\n### Venue Templates Skill\n\n**Citation Management** works with **Venue Templates** for submission-ready manuscripts:\n\n- Different venues require different citation styles\n- Generate properly formatted references\n- Validate citations meet venue requirements\n\n## Resources\n\n### Bundled Resources\n\n**References** (in `references\u002F`):\n- `google_scholar_search.md`: Complete Google Scholar search guide\n- `pubmed_search.md`: PubMed and E-utilities API documentation\n- `metadata_extraction.md`: Metadata sources and field requirements\n- `citation_validation.md`: Validation criteria and quality checks\n- `bibtex_formatting.md`: BibTeX entry types and formatting rules\n\n**Scripts** (in `scripts\u002F`):\n- `search_openalex.py`: OpenAlex search client (optional account API key)\n- `search_pubmed.py`: PubMed E-utilities API client\n- `search_google_scholar.py`: Google Scholar search automation\n- `extract_metadata.py`: Universal metadata extractor\n- `validate_citations.py`: Citation validation and verification\n- `format_bibtex.py`: BibTeX formatter and cleaner\n- `doi_to_bibtex.py`: Quick DOI to BibTeX converter\n- `_common.py`: shared BibTeX parser, renderer, and citation-key scheme\n\n**Assets** (in `assets\u002F`):\n- `bibtex_template.bib`: Example BibTeX entries for all types\n- `citation_checklist.md`: Quality assurance checklist\n\n### External Resources\n\n**Search Engines**:\n- OpenAlex: https:\u002F\u002Fopenalex.org\u002F\n- Google Scholar: https:\u002F\u002Fscholar.google.com\u002F\n- PubMed: https:\u002F\u002Fpubmed.ncbi.nlm.nih.gov\u002F\n- PubMed Advanced Search: https:\u002F\u002Fpubmed.ncbi.nlm.nih.gov\u002Fadvanced\u002F\n\n**Metadata APIs**:\n- OpenAlex API: https:\u002F\u002Fdocs.openalex.org\u002F\n- CrossRef API: https:\u002F\u002Fapi.crossref.org\u002F\n- PubMed E-utilities: https:\u002F\u002Fwww.ncbi.nlm.nih.gov\u002Fbooks\u002FNBK25501\u002F\n- arXiv API: https:\u002F\u002Farxiv.org\u002Fhelp\u002Fapi\u002F\n- DataCite API: https:\u002F\u002Fapi.datacite.org\u002F\n\n**Tools and Validators**:\n- MeSH Browser: https:\u002F\u002Fmeshb.nlm.nih.gov\u002Fsearch\n- DOI Resolver: https:\u002F\u002Fdoi.org\u002F\n- BibTeX Format: http:\u002F\u002Fwww.bibtex.org\u002FFormat\u002F\n\n**Citation Styles**:\n- BibTeX documentation: http:\u002F\u002Fwww.bibtex.org\u002F\n- LaTeX bibliography management: https:\u002F\u002Fwww.overleaf.com\u002Flearn\u002Flatex\u002FBibliography_management\n\n## Dependencies\n\n### Required Python Packages\n\n```bash\nuv pip install requests  # HTTP access to CrossRef, PubMed, OpenAlex, arXiv\n```\n\nBibTeX parsing, rendering, deduplication, and validation are standard library\n(`scripts\u002F_common.py`). `format_bibtex.py` needs no third-party packages;\n`validate_citations.py` imports `requests`, including for local-only validation.\n\n### Optional\n\n```bash\nuv pip install scholarly  # only for search_google_scholar.py\n```\n\n### Where credentials are sent\n\nKeys are optional for basic use. Each credential is sent only to its own service;\nno script bundles environment variables together. OpenAlex uses the documented\n[account budget](https:\u002F\u002Fhelp.openalex.org\u002Fapi\u002Fauthentication\u002F), not a promised\nemail-based quota boost. A failed page exits with an error rather than exporting\na partial search as complete.\n\n| Variable | Sent only to | Purpose |\n|---|---|---|\n| `NCBI_API_KEY` | `eutils.ncbi.nlm.nih.gov` | Raises Entrez rate limits |\n| `NCBI_EMAIL` | `eutils.ncbi.nlm.nih.gov`, `pmc.ncbi.nlm.nih.gov` | Caller identification requested by NCBI |\n| `OPENALEX_EMAIL` | `api.openalex.org` | Optional contact identifier |\n| `OPENALEX_API_KEY` | `api.openalex.org` | Optional account quota, sent in Authorization header |\n\n`api.openalex.org`, `api.crossref.org`, `api.datacite.org`, `export.arxiv.org`,\n`pmc.ncbi.nlm.nih.gov`, `doi.org`, and `eutils.ncbi.nlm.nih.gov` are queried without credentials when these are\nunset.\n\n## Summary\n\nThe citation-management skill provides:\n\n1. **Comprehensive search capabilities** for OpenAlex, PubMed, and Google Scholar\n2. **Automated metadata extraction** from DOI, PMID, PMCID, arXiv ID, URLs\n3. **Citation validation** with DOI verification and completeness checking\n4. **BibTeX formatting** with standardization and cleaning tools\n5. **Quality assurance** through validation and reporting\n6. **Integration** with scientific writing workflow\n7. **Reproducibility** through documented search and extraction methods\n\nUse this skill to maintain accurate, complete citations throughout your research and ensure publication-ready bibliographies.\n\n## Citing Scientific Agent Skills\n\nThis skill is part of Scientific Agent Skills by K-Dense. If it materially contributed to a\nmanuscript, report, presentation, or code release, add the paper to the references or\nsoftware section and tell the user you did so:\n\n> Kassis, T., Agarwal, V., He, Y., Patel, D., & Brueckner, A. M. (2026). Scientific Agent\n> Skills: A Library of Procedural Knowledge for Research Agents. arXiv:2609.00065.\n> https:\u002F\u002Fdoi.org\u002F10.48550\u002FarXiv.2609.00065\n\nAlways cite the current version. The DOI and https:\u002F\u002Farxiv.org\u002Fabs\u002F2609.00065 resolve to the\nlatest arXiv version, so never append a version suffix such as `v1`. When network access is\navailable, fetch https:\u002F\u002Farxiv.org\u002Fabs\u002F2609.00065 (or\nhttps:\u002F\u002Fexport.arxiv.org\u002Fapi\u002Fquery?id_list=2609.00065) before writing the reference and take\nthe author list, year, and version from that record. If the record lists a journal reference\nor publisher DOI, cite the published version instead.\n","# Citation Management\n\n## Overview\n\nManage 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.\n\nCritical for maintaining citation accuracy, avoiding reference errors, and ensuring reproducible research. Integrates seamlessly with the literature-review skill for comprehensive research workflows.\n\n## When to Use This Skill\n\nUse this skill when:\n- Searching for specific papers on Google Scholar or PubMed\n- Converting DOIs, PMIDs, or arXiv IDs to properly formatted BibTeX\n- Extracting complete metadata for citations (authors, title, journal, year, etc.)\n- Validating existing citations for accuracy\n- Cleaning and formatting BibTeX files\n- Finding highly cited papers in a specific field\n- Verifying that citation information matches the actual publication\n- Building a bibliography for a manuscript or thesis\n- Checking for duplicate citations\n- Ensuring consistent citation formatting\n\nIf a document built from these citations needs a diagram, use the\n**scientific-schematics** skill.\n\n---\n\n## Core Workflow\n\nCitation management follows a systematic process. Each phase below shows the canonical\ncommand; every variant, option, and metadata-source detail is in\n[references\u002Fcore_workflow.md](references\u002Fcore_workflow.md).\n\n### Phase 1: Paper Discovery and Search\n\nFind relevant papers. Search more than one database — coverage differs sharply,\nand a single source is the most common cause of a biased reference list.\n\n```bash\n# OpenAlex: multidisciplinary REST API; optional OPENALEX_API_KEY for account quota\npython scripts\u002Fsearch_openalex.py \"CRISPR gene editing\" --limit 50 --output results.json\n\n# PubMed: the authority for biomedical and life sciences (35M+ citations)\npython scripts\u002Fsearch_pubmed.py \"Alzheimer's disease treatment\" --limit 100 --output alz.json\n\n# Google Scholar: broadest reach, but scraped -- rate-limited and prone to blocking\npython scripts\u002Fsearch_google_scholar.py \"CRISPR gene editing\" --limit 50 --output scholar.json\n```\n\nPrefer OpenAlex or PubMed as the primary source. Google Scholar has no API:\n`scholarly` scrapes it, sleeps 2–5 s between results, and is blocked often\nenough that it should be a supplement rather than a dependency.\n\nQuery operators, field tags, and MeSH-term construction are in\n[references\u002Fsearch_strategies.md](references\u002Fsearch_strategies.md).\n\n### Phase 2: Metadata Extraction\n\nConvert identifiers (DOI, PMID, PMCID, arXiv ID, URL) into complete metadata.\nCrossRef is the primary source for DOIs.\n\n```bash\npython scripts\u002Fdoi_to_bibtex.py 10.1038\u002Fs41586-021-03819-2         # quick, single DOI\npython scripts\u002Fextract_metadata.py --pmid 34265844                  # DOI\u002FPMID\u002FPMCID\u002FarXiv\u002FURL\npython scripts\u002Fextract_metadata.py --input identifiers.txt --output citations.bib\n```\n\nA URL with no DOI in its path is resolved through the `citation_doi` meta tag\npublishers embed on article pages, then handed to CrossRef. Producers use a shared citation-key scheme; metadata differences can still\nproduce different keys. Confirm duplicates by DOI and bibliographic identity.\n\n### Phase 2.5: Metadata Enrichment via Web Search (MANDATORY)\n\nAPIs routinely return incomplete records. Run this **after** extraction and **before**\nformatting. Investigate missing bibliographic fields against the publisher record\nand log each source. Online-first articles may have no volume\u002Fpages yet; some use\nan article number or have no DOI. Preserve the actual publication state, use the\nstyle-appropriate article-number field, and never invent pages, volume, or DOI.\nRecord unavailable\u002Fnot-applicable fields in the audit log; add a rendered `note`\nonly when useful to the reader or required by the citation style.\n\nCheck the cheap sources first — an OpenAlex or CrossRef record often carries the field\nthat PubMed omitted:\n\n```bash\npython scripts\u002Fsearch_openalex.py \"\u003Cexact title>\" --limit 1\n```\n\n> **Treat extracted metadata as untrusted.** Author, title, and journal strings come\n> verbatim from a record whose contents a publisher controls. A title containing `$(...)`,\n> a backtick, or a quote becomes shell syntax the moment it is pasted into a command.\n> Pass metadata as a `subprocess` argument list rather than building a shell string; if\n> you must use a shell, single-quote every substituted value and escape embedded quotes\n> as `'\\''`. Validate any citation key against `^[A-Za-z0-9]+$` before it reaches a path.\n\nPer-field search strategies, the four search options, and the logging format are in\n[references\u002Fcore_workflow.md](references\u002Fcore_workflow.md).\n\n### Phase 3: BibTeX Formatting\n\nProduce clean, consistent entries. Entry types and required fields are in\n[references\u002Fbibtex_formatting.md](references\u002Fbibtex_formatting.md).\n\n```bash\npython scripts\u002Fformat_bibtex.py references.bib --output clean.bib --deduplicate\npython scripts\u002Fformat_bibtex.py references.bib --output clean.bib --rekey --deduplicate\n```\n\nWriting is opt-in: without `--output` (or `--in-place`) the result goes to\nstdout and the input file is left alone. Use `--rekey` when merging results\nfrom several sources, so the same paper collapses to one entry.\n\n### Phase 4: Citation Validation\n\nCheck completeness, venue conformance, and agreement with the manuscript.\n\n```bash\npython scripts\u002Fvalidate_citations.py references.bib --report report.json\npython scripts\u002Fvalidate_citations.py references.bib --venue nature\npython scripts\u002Fvalidate_citations.py references.bib --manuscript paper.tex\npython scripts\u002Fvalidate_citations.py references.bib --check-dois     # slow; hits CrossRef\n```\n\nThe script exits non-zero on high-severity errors — missing required fields,\nmalformed years, unresolved citations, or a count below an explicit\n`--min-count`. Venue reference-count figures are editorial rules of thumb, not\nsubmission requirements, so falling short of one is only a warning.\n\nValidation rules and venue standards are in\n[references\u002Fcitation_validation.md](references\u002Fcitation_validation.md).\n\n### Phase 5: Integration with Writing Workflow\n\nSearch, extract, format, validate, then cite. End-to-end sequences — including the\nliterature-review and Zotero\u002Fpyzotero export paths — are in\n[references\u002Fcore_workflow.md](references\u002Fcore_workflow.md) and\n[references\u002Fexample_workflows.md](references\u002Fexample_workflows.md).\n\nAPI contracts were reviewed against official documentation on 2026-09-30.\nSee [references\u002Fapi_contracts.md](references\u002Fapi_contracts.md) for endpoints,\nauthentication, pagination, and verification limits. Network examples in the\nreferences are illustrative unless recorded as live smoke tests there.\n\n## Reference Files\n\n- [references\u002Fcore_workflow.md](references\u002Fcore_workflow.md): all five phases in full.\n- [references\u002Fsearch_strategies.md](references\u002Fsearch_strategies.md): OpenAlex, Google Scholar, and PubMed query construction.\n- [references\u002Fscript_reference.md](references\u002Fscript_reference.md): every bundled script's arguments and examples.\n- [references\u002Fbest_practices.md](references\u002Fbest_practices.md): search, extraction, BibTeX quality, validation.\n- [references\u002Fexample_workflows.md](references\u002Fexample_workflows.md): four end-to-end worked examples.\n- [references\u002Fgoogle_scholar_search.md](references\u002Fgoogle_scholar_search.md), [references\u002Fpubmed_search.md](references\u002Fpubmed_search.md): advanced search syntax.\n- [references\u002Fmetadata_extraction.md](references\u002Fmetadata_extraction.md), [references\u002Fbibtex_formatting.md](references\u002Fbibtex_formatting.md), [references\u002Fcitation_validation.md](references\u002Fcitation_validation.md): per-topic detail.\n\n## Common Pitfalls to Avoid\n\n1. **Single source bias**: Only using one database\n   - **Solution**: Search at least OpenAlex and PubMed, then merge with\n     `format_bibtex.py --rekey --deduplicate`\n\n2. **Accepting metadata blindly**: Not verifying extracted information\n   - **Solution**: Spot-check extracted metadata against original sources\n\n3. **Ignoring DOI errors**: Broken or incorrect DOIs in bibliography\n   - **Solution**: Run validation before final submission\n\n4. **Inconsistent formatting**: Mixed citation key styles, formatting\n   - **Solution**: Use format_bibtex.py to standardize\n\n5. **Duplicate entries**: Same paper cited multiple times with different keys\n   - **Solution**: Use duplicate detection in validation\n\n6. **Missing required fields**: Incomplete BibTeX entries (volume, pages, DOI missing)\n   - **Solution**: Check the publisher record, distinguish missing from not applicable or not yet assigned, and log unresolved fields without inventing metadata.\n\n7. **Outdated preprints**: Citing preprint when published version exists\n   - **Solution**: Check if preprints have been published, update to journal version\n\n8. **Special character issues**: Broken LaTeX compilation due to characters\n   - **Solution**: Use proper escaping or Unicode in BibTeX\n\n9. **No validation before submission**: Submitting with citation errors\n   - **Solution**: Always run validation as final check\n\n10. **Manual BibTeX entry**: Typing entries by hand\n    - **Solution**: Always extract from metadata sources using scripts\n\n## Integration with Other Skills\n\n### Literature Review Skill\n\n**Citation Management** provides the technical infrastructure for **Literature Review**:\n\n- **Literature Review**: Multi-database systematic search and synthesis\n- **Citation Management**: Metadata extraction and validation\n\n**Combined workflow**:\n1. Use literature-review for systematic search methodology\n2. Use citation-management to extract and validate citations\n3. Use literature-review to synthesize findings\n4. Use citation-management to ensure bibliography accuracy\n\n### Scientific Writing Skill\n\n**Citation Management** ensures accurate references for **Scientific Writing**:\n\n- Export validated BibTeX for use in LaTeX manuscripts\n- Verify citations match publication standards\n- Format references according to journal requirements\n\n### Venue Templates Skill\n\n**Citation Management** works with **Venue Templates** for submission-ready manuscripts:\n\n- Different venues require different citation styles\n- Generate properly formatted references\n- Validate citations meet venue requirements\n\n## Resources\n\n### Bundled Resources\n\n**References** (in `references\u002F`):\n- `google_scholar_search.md`: Complete Google Scholar search guide\n- `pubmed_search.md`: PubMed and E-utilities API documentation\n- `metadata_extraction.md`: Metadata sources and field requirements\n- `citation_validation.md`: Validation criteria and quality checks\n- `bibtex_formatting.md`: BibTeX entry types and formatting rules\n\n**Scripts** (in `scripts\u002F`):\n- `search_openalex.py`: OpenAlex search client (optional account API key)\n- `search_pubmed.py`: PubMed E-utilities API client\n- `search_google_scholar.py`: Google Scholar search automation\n- `extract_metadata.py`: Universal metadata extractor\n- `validate_citations.py`: Citation validation and verification\n- `format_bibtex.py`: BibTeX formatter and cleaner\n- `doi_to_bibtex.py`: Quick DOI to BibTeX converter\n- `_common.py`: shared BibTeX parser, renderer, and citation-key scheme\n\n**Assets** (in `assets\u002F`):\n- `bibtex_template.bib`: Example BibTeX entries for all types\n- `citation_checklist.md`: Quality assurance checklist\n\n### External Resources\n\n**Search Engines**:\n- OpenAlex: https:\u002F\u002Fopenalex.org\u002F\n- Google Scholar: https:\u002F\u002Fscholar.google.com\u002F\n- PubMed: https:\u002F\u002Fpubmed.ncbi.nlm.nih.gov\u002F\n- PubMed Advanced Search: https:\u002F\u002Fpubmed.ncbi.nlm.nih.gov\u002Fadvanced\u002F\n\n**Metadata APIs**:\n- OpenAlex API: https:\u002F\u002Fdocs.openalex.org\u002F\n- CrossRef API: https:\u002F\u002Fapi.crossref.org\u002F\n- PubMed E-utilities: https:\u002F\u002Fwww.ncbi.nlm.nih.gov\u002Fbooks\u002FNBK25501\u002F\n- arXiv API: https:\u002F\u002Farxiv.org\u002Fhelp\u002Fapi\u002F\n- DataCite API: https:\u002F\u002Fapi.datacite.org\u002F\n\n**Tools and Validators**:\n- MeSH Browser: https:\u002F\u002Fmeshb.nlm.nih.gov\u002Fsearch\n- DOI Resolver: https:\u002F\u002Fdoi.org\u002F\n- BibTeX Format: http:\u002F\u002Fwww.bibtex.org\u002FFormat\u002F\n\n**Citation Styles**:\n- BibTeX documentation: http:\u002F\u002Fwww.bibtex.org\u002F\n- LaTeX bibliography management: https:\u002F\u002Fwww.overleaf.com\u002Flearn\u002Flatex\u002FBibliography_management\n\n## Dependencies\n\n### Required Python Packages\n\n```bash\nuv pip install requests  # HTTP access to CrossRef, PubMed, OpenAlex, arXiv\n```\n\nBibTeX parsing, rendering, deduplication, and validation are standard library\n(`scripts\u002F_common.py`). `format_bibtex.py` needs no third-party packages;\n`validate_citations.py` imports `requests`, including for local-only validation.\n\n### Optional\n\n```bash\nuv pip install scholarly  # only for search_google_scholar.py\n```\n\n### Where credentials are sent\n\nKeys are optional for basic use. Each credential is sent only to its own service;\nno script bundles environment variables together. OpenAlex uses the documented\n[account budget](https:\u002F\u002Fhelp.openalex.org\u002Fapi\u002Fauthentication\u002F), not a promised\nemail-based quota boost. A failed page exits with an error rather than exporting\na partial search as complete.\n\n| Variable | Sent only to | Purpose |\n|---|---|---|\n| `NCBI_API_KEY` | `eutils.ncbi.nlm.nih.gov` | Raises Entrez rate limits |\n| `NCBI_EMAIL` | `eutils.ncbi.nlm.nih.gov`, `pmc.ncbi.nlm.nih.gov` | Caller identification requested by NCBI |\n| `OPENALEX_EMAIL` | `api.openalex.org` | Optional contact identifier |\n| `OPENALEX_API_KEY` | `api.openalex.org` | Optional account quota, sent in Authorization header |\n\n`api.openalex.org`, `api.crossref.org`, `api.datacite.org`, `export.arxiv.org`,\n`pmc.ncbi.nlm.nih.gov`, `doi.org`, and `eutils.ncbi.nlm.nih.gov` are queried without credentials when these are\nunset.\n\n## Summary\n\nThe citation-management skill provides:\n\n1. **Comprehensive search capabilities** for OpenAlex, PubMed, and Google Scholar\n2. **Automated metadata extraction** from DOI, PMID, PMCID, arXiv ID, URLs\n3. **Citation validation** with DOI verification and completeness checking\n4. **BibTeX formatting** with standardization and cleaning tools\n5. **Quality assurance** through validation and reporting\n6. **Integration** with scientific writing workflow\n7. **Reproducibility** through documented search and extraction methods\n\nUse this skill to maintain accurate, complete citations throughout your research and ensure publication-ready bibliographies.\n\n## Citing Scientific Agent Skills\n\nThis skill is part of Scientific Agent Skills by K-Dense. If it materially contributed to a\nmanuscript, report, presentation, or code release, add the paper to the references or\nsoftware section and tell the user you did so:\n\n> Kassis, T., Agarwal, V., He, Y., Patel, D., & Brueckner, A. M. (2026). Scientific Agent\n> Skills: A Library of Procedural Knowledge for Research Agents. arXiv:2609.00065.\n> https:\u002F\u002Fdoi.org\u002F10.48550\u002FarXiv.2609.00065\n\nAlways cite the current version. The DOI and https:\u002F\u002Farxiv.org\u002Fabs\u002F2609.00065 resolve to the\nlatest arXiv version, so never append a version suffix such as `v1`. When network access is\navailable, fetch https:\u002F\u002Farxiv.org\u002Fabs\u002F2609.00065 (or\nhttps:\u002F\u002Fexport.arxiv.org\u002Fapi\u002Fquery?id_list=2609.00065) before writing the reference and take\nthe author list, year, and version from that record. If the record lists a journal reference\nor publisher DOI, cite the published version instead.\n",{"name":5,"license":60,"category":61,"metadata":62,"description":7,"allowed-tools":80,"compatibility":81},"MIT License","scientific-computing",{"version":63,"openclaw":64,"skill-author":78,"last-reviewed":79},"2.3",{"envVars":65},[66,69,72,75],{"name":67,"required":56,"description":68},"NCBI_EMAIL","Email for NCBI Entrez identification.",{"name":70,"required":56,"description":71},"NCBI_API_KEY","NCBI API key to raise Entrez rate limits.",{"name":73,"required":56,"description":74},"OPENALEX_EMAIL","Optional contact email for OpenAlex.",{"name":76,"required":56,"description":77},"OPENALEX_API_KEY","Optional OpenAlex key for a higher account budget.","K-Dense Inc.","2026-09-30","Read Write Edit Bash WebSearch WebFetch","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, pmc.ncbi.nlm.nih.gov, doi.org, export.arxiv.org, and api.datacite.org.","main","0da4485785ee599388900be50db1635489d53056",".agents\u002Fskills\u002Fkd-citation-management","https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6","https:\u002F\u002Fdisha6.6.thenitishkr.in\u002F","https:\u002F\u002Fgithub.com\u002FTashima-Tarsh","www.thenitishkr","thenitishkr | AI • Cyber-security • Research\r\n","2026-11-08 03:33:25",{"source":8,"skillName":5,"commands":92,"prompt":102,"zipAvailable":103},[93,96,99],{"tool":94,"command":95},"npx","npx skills add Tashima-Tarsh\u002FDisha6.6 --skill citation-management",{"tool":97,"command":98},"bunx","bunx skills add Tashima-Tarsh\u002FDisha6.6 --skill citation-management",{"tool":100,"command":101},"pnpm","pnpm dlx skills add Tashima-Tarsh\u002FDisha6.6 --skill citation-management","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002FSKILL.md",true,[105,111,115,121,125,129,133,137,141,145,149,153,157,161,167,171,175,179,183,187,191],{"path":106,"resourceType":107,"resourceTypeDesc":108,"sizeBytes":109,"sourceHtmlUrl":110},"assets\u002Fbibtex_template.bib","ASSET","资产文件",9305,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Fassets\u002Fbibtex_template.bib",{"path":112,"resourceType":107,"resourceTypeDesc":108,"sizeBytes":113,"sourceHtmlUrl":114},"assets\u002Fcitation_checklist.md",10434,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Fassets\u002Fcitation_checklist.md",{"path":116,"resourceType":117,"resourceTypeDesc":118,"sizeBytes":119,"sourceHtmlUrl":120},"references\u002Fapi_contracts.md","REFERENCE","参考文档",6712,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Freferences\u002Fapi_contracts.md",{"path":122,"resourceType":117,"resourceTypeDesc":118,"sizeBytes":123,"sourceHtmlUrl":124},"references\u002Fbest_practices.md",2723,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Freferences\u002Fbest_practices.md",{"path":126,"resourceType":117,"resourceTypeDesc":118,"sizeBytes":127,"sourceHtmlUrl":128},"references\u002Fbibtex_formatting.md",19394,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Freferences\u002Fbibtex_formatting.md",{"path":130,"resourceType":117,"resourceTypeDesc":118,"sizeBytes":131,"sourceHtmlUrl":132},"references\u002Fcitation_validation.md",18996,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Freferences\u002Fcitation_validation.md",{"path":134,"resourceType":117,"resourceTypeDesc":118,"sizeBytes":135,"sourceHtmlUrl":136},"references\u002Fcore_workflow.md",20986,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Freferences\u002Fcore_workflow.md",{"path":138,"resourceType":117,"resourceTypeDesc":118,"sizeBytes":139,"sourceHtmlUrl":140},"references\u002Fexample_workflows.md",3382,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Freferences\u002Fexample_workflows.md",{"path":142,"resourceType":117,"resourceTypeDesc":118,"sizeBytes":143,"sourceHtmlUrl":144},"references\u002Fgoogle_scholar_search.md",17993,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Freferences\u002Fgoogle_scholar_search.md",{"path":146,"resourceType":117,"resourceTypeDesc":118,"sizeBytes":147,"sourceHtmlUrl":148},"references\u002Fmetadata_extraction.md",21419,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Freferences\u002Fmetadata_extraction.md",{"path":150,"resourceType":117,"resourceTypeDesc":118,"sizeBytes":151,"sourceHtmlUrl":152},"references\u002Fpubmed_search.md",19233,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Freferences\u002Fpubmed_search.md",{"path":154,"resourceType":117,"resourceTypeDesc":118,"sizeBytes":155,"sourceHtmlUrl":156},"references\u002Fscript_reference.md",7536,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Freferences\u002Fscript_reference.md",{"path":158,"resourceType":117,"resourceTypeDesc":118,"sizeBytes":159,"sourceHtmlUrl":160},"references\u002Fsearch_strategies.md",2727,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Freferences\u002Fsearch_strategies.md",{"path":162,"resourceType":163,"resourceTypeDesc":164,"sizeBytes":165,"sourceHtmlUrl":166},"scripts\u002F_common.py","SCRIPT","脚本",10912,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Fscripts\u002F_common.py",{"path":168,"resourceType":163,"resourceTypeDesc":164,"sizeBytes":169,"sourceHtmlUrl":170},"scripts\u002Fdoi_to_bibtex.py",6783,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Fscripts\u002Fdoi_to_bibtex.py",{"path":172,"resourceType":163,"resourceTypeDesc":164,"sizeBytes":173,"sourceHtmlUrl":174},"scripts\u002Fextract_metadata.py",29650,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Fscripts\u002Fextract_metadata.py",{"path":176,"resourceType":163,"resourceTypeDesc":164,"sizeBytes":177,"sourceHtmlUrl":178},"scripts\u002Fformat_bibtex.py",11075,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Fscripts\u002Fformat_bibtex.py",{"path":180,"resourceType":163,"resourceTypeDesc":164,"sizeBytes":181,"sourceHtmlUrl":182},"scripts\u002Fsearch_google_scholar.py",8746,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Fscripts\u002Fsearch_google_scholar.py",{"path":184,"resourceType":163,"resourceTypeDesc":164,"sizeBytes":185,"sourceHtmlUrl":186},"scripts\u002Fsearch_openalex.py",12055,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Fscripts\u002Fsearch_openalex.py",{"path":188,"resourceType":163,"resourceTypeDesc":164,"sizeBytes":189,"sourceHtmlUrl":190},"scripts\u002Fsearch_pubmed.py",14912,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Fscripts\u002Fsearch_pubmed.py",{"path":192,"resourceType":163,"resourceTypeDesc":164,"sizeBytes":193,"sourceHtmlUrl":194},"scripts\u002Fvalidate_citations.py",28361,"https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkd-citation-management\u002Fscripts\u002Fvalidate_citations.py",[196,225,249,274,298,322],{"skillNo":197,"name":198,"nameZh":6,"description":199,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":200,"categories":201,"keywords":205,"publishedAt":55},"01M6QRD07D4TGNDK6VJ4EHF8BV","youtube-full","Use when the user needs YouTube transcripts, video search, channel browsing, playlist extraction, or content monitoring. Trigger phrases: 'get the transcript for', 'search YouTube for', 'what are the latest videos on', 'list this playlist', 'monitor this channel', or any request involving a YouTube URL, video ID, or @handle. Do NOT use for downloading video or audio files, YouTube engagement data (likes, comments), or private\u002Fage-restricted videos.","https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fyoutube-full\u002FSKILL.md",[202],{"categoryNo":203,"categoryName":204,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000016","图像与多媒体",[206,207,208,209,52,210,211,212,213,214,215,216,217,218,219,220,221,222,223,224],"youtube full","youtube","full","transcript","monitoring","data","Video","Audio","list","files","do","get","age","trigger","URL","for","browsing","request","youtube transcripts",{"skillNo":226,"name":227,"nameZh":6,"description":228,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":229,"categories":230,"keywords":231,"publishedAt":55},"01M6QRCJ3112VYPA97YG7KGMC2","x-twitter-growth","X\u002FTwitter growth engine for building audience, crafting viral content, and analyzing engagement. Use when the user wants to grow on X\u002FTwitter, write tweets or threads, analyze their X profile, research competitors on X, plan a posting strategy, or optimize engagement. Complements social-content (generic multi-platform) with X-specific depth: algorithm mechanics, thread engineering, reply strategy, profile optimization, and competitive intelligence via web search.","https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fx-twitter-growth\u002FSKILL.md",[],[232,233,234,235,52,236,237,238,239,240,241,242,48,243,244,245,246,247,248,221],"twitter","x twitter growth","growth","research","content","engineering","plan","web search","competitors","analyze","engine","strategy","use","platform","grow","posting","competitive",{"skillNo":250,"name":251,"nameZh":6,"description":252,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":253,"categories":254,"keywords":256,"publishedAt":55},"01M6QRBN3EHQNJY42RERP7A149","write-a-skill","Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, build, or author a new skill.","https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fwrite-a-skill\u002FSKILL.md",[255],{"categoryNo":27,"categoryName":28,"taxonomyType":21,"taxonomyTypeDesc":22},[257,48,258,259,260,261,262,263,244,264,265,82,266,267,268,269,270,271,272,273],"write a skill","github","create","https","productivity","matt pocock","direct","example","build","new skill","structure","new agent","resources","with","tree","progressive disclosure","author",{"skillNo":275,"name":276,"nameZh":6,"description":277,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":278,"categories":279,"keywords":280,"publishedAt":55},"01M6QRB6G8P33PNGAF9Y69EJ9T","wrap-up","Close out a launched Claude Managed Agent — recap every primitive the founder now owns, regenerate the single-file overview page, and suggest the next 1-2 upgrades. Use when the user says \"wrap up\", \"close this out\", \"what do I own now\", \"give me the summary\", \"recap the agent\", or when the orchestrator routes phase=wrap-up. primitives_inventory.py tables everything owned (agent, environment, session, memory, outcome, deployment); overview_page.py regenerates a self-contained .\u002Fmy-agent\u002Fagent-overview.html; upgrade_suggester.py ranks the next moves from recorded deferrals plus standing hardening steps. Companion to run-without-you; the last stop before phase=done.","https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fwrap-up\u002FSKILL.md",[],[281,282,283,284,285,286,287,288,289,244,290,216,291,292,293,294,42,295,296,297],"wrap up","up","wrap","gemini","deployment","run","file","hardening","closeout","stop","upgrade","founder","close","companion","tables","directions","phase",{"skillNo":299,"name":300,"nameZh":6,"description":301,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":302,"categories":303,"keywords":305,"publishedAt":55},"01M6QRA5AYC1RBFZ39GTWGS3N8","workflow-builder","Design and write deterministic multi-agent workflow scripts (.js files in .claude\u002Fworkflows\u002F) for Claude Code's Workflow tool. Use when a user wants to build, create, author, scaffold, or run a custom Claude Code workflow, orchestrate sub-agents (fan-out, pipeline, loop, judge-panel), or automate a repeatable multi-step task across fresh-context agents.","https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fworkflow-builder\u002FSKILL.md",[304],{"categoryNo":27,"categoryName":28,"taxonomyType":21,"taxonomyTypeDesc":22},[306,307,308,309,310,259,286,311,312,313,314,315,48,316,215,317,318,319,320,321],"workflow","workflow builder","builder","design","workflows","code","orchestrate","pipeline","loop","multi-agent","context","across","fresh","scripts","judge","claude code workflow",{"skillNo":323,"name":324,"nameZh":6,"description":325,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":326,"categories":327,"keywords":328,"publishedAt":55},"01M6QR7QMCZESKQA0ERW1E657M","weekly-review","Use when someone wants to run a weekly review, close open loops, audit stalled projects and commitments, get their system back to trusted, restart a lapsed review habit, or says \"\u002Fcs:weekly-review\". Walks David Allen's three-phase loop — GET CLEAR, GET CURRENT, GET CREATIVE — with deterministic scripts that inventory open loops, gate the checklist with named gaps, and score commitment health 0-100.","https:\u002F\u002Fgithub.com\u002FTashima-Tarsh\u002FDisha6.6\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fweekly-review\u002FSKILL.md",[],[329,330,331,332,333,334,335,336,337,314,338,339,340,341,342,343,217,344,345,297],"review","weekly review","weekly","deterministic scripts","reflect","feeds","inventory","open","team","projects","project-management","scanner","conversation","back","project","sprint","cadence"]