knowledge-acquisition-paper-overview
Abstract-level paper scanning for broad coverage. Import of literature-engine/literature-overview skill. Abstract-level only — no methodology conclusions from abstracts.
386 repo starsObserved in 1 repos
Research
Research skills
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
knowledge-acquisition-paper-search
AI-summarized paper reading for intermediate depth. Import of literature-engine/literature-search skill. Must call get_paper_content for every analyzed paper.
386 repo starsObserved in 1 repos
Research
knowledge-acquisition-saturation-detection
Determine when additional searching yields diminishing returns. Analyzes the latest expansion batch against existing corpus to judge continue/near-saturation/saturated. Used by snowball and systematic-survey.
386 repo starsObserved in 1 repos
Research
knowledge-acquisition-web-research
Full-page web reading for non-academic perspectives — blogs, tech reports, product pages, industry analysis. Import of web-browsing/web-research skill. Must fetch full page via apify for every analyzed page.
386 repo starsObserved in 1 repos
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knowledge-acquisition-web-search
Quick web scanning for landscape understanding. Import of web-browsing/web-search skill. Snippets only — no conclusions from snippets alone.
386 repo starsObserved in 1 repos
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knowledge-compilation
Tactic for compiling research findings into vault pages — orchestrates page creation, updates, edge linking, and index maintenance. Minimum yield ≥3 page operations per invocation.
386 repo starsObserved in 1 repos
Research
knowledge-structuring-combination-mapping
Strategy for enumerating meaningful combinations across dimensions and marking existing work.
386 repo starsObserved in 1 repos
Research
knowledge-structuring-novelty-scoring
SOP for scoring empty cells by novelty potential — how surprising and valuable would this combination be?
386 repo starsObserved in 1 repos
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knowledge-structuring-variable-identification
Identify key variables in the causal system
386 repo starsObserved in 1 repos
Research
ladder-quality-order
Loss-2 judge (codex role). Over one topic's 6 shuffled research-design samples, pairwise-rank by quality using the D1–D5 standard. Emit the pairwise log; the harness computes the order and the ladder verdicts. Judge quality difference, never against academic standards.
386 repo starsObserved in 1 repos
Research