Generate per-source critical annotations for academic citations and summaries.
npx skills add https://github.com/hellonish/singularity --skill annotation-gen
Please help me install this Agent Skill. Skill: annotation_gen Source: https://github.com/hellonish/singularity/tree/main/SKILLS/tier3_output/annotation_gen Command: npx skills add https://github.com/hellonish/singularity --skill annotation-gen
The annotation_gen skill provides rigorous, source-by-source critical annotations for academic references, transforming a raw list of citations and summaries into an OutputDocument where each entry includes an enhanced annotation tied to the original citation.
Provide a pre-compiled list of sources to annotate, and run the skill to generate a JSON-like output where each entry contains the citation_id, formatted_citation, and annotation
High-intent search queries and answers about installing and using this skill.
Critical annotation of academic sources involves evaluating each citation's contribution, authority, and limitations. This skill automates that process by analyzing provided citation data and summaries to generate concise annotations without introducing new research.
Yes, you can use this tool to annotate sources for dissertations, grant proposals, and research reports. It applies per-source critical annotation to your academic source lists, transforming raw citations and summaries into structured, review-ready output.
To avoid hallucinations, annotations must be derived only from provided citation data and summaries. This skill preserves input identifiers and strictly analyzes existing source data, ensuring no external research is introduced.
To format academic citations for automated critical analysis, provide each source with its citation, formatted_citation, and summaries. The skill processes these structured inputs to generate a JSON-like output where each entry contains the original citation_id and its enhanced annotation.
Yes, this annotation tool works with pre-filtered literature review pipelines. It is designed as an upstream-ready component that consumes pre-compiled academic source lists and outputs structured annotations suitable for downstream report writers.
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