science-source-matrix
De la autor
Use when choosing which retrieval source to query, when a search returns suspiciously few results, when OpenAlex budget runs low, or when a source is rate-limited or blocked; covers per-source capability, quotas, fallback order, and how to tell "source broke" from "query too narrow".
Instalare
npx skills add yzlin286-wq/Deepscient --skill science-source-matrix -a claude-code
Se instalează în .claude/skills/science-source-matrix/ · Fiecare comandă descarcă skill-ul direct de pe GitHub cu utilitarul open source skills.
Identic octet cu octet cu commit-ul scanat, cu licența depozitului și un fișier SOURCE.txt.
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Verificări de siguranță pe SKILL.md
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De ce 87
aiqbench calculează scorul de încredere din semnale publice. Nu este un audit de securitate, așa că citește un skill înainte să-l instalezi.
Skill-uri similare
Cele mai apropiate de acesta prin ce fac și când sunt folosite.
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- science-literature-searchyzlin286-wq/DeepscientUse when starting a literature review, checking whether an idea is already published, or updating a topic search; covers query construction, multi-source coverage, deduplication, inclusion criteria, and what must be recorded so the search is reproducible.Știință★ 845
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- literature-surveygaasher/Agent-Loop-SkillsUse when the user wants a structured, saturating literature survey on a question — not a one-shot summary, but an evidence/contradiction matrix (sources × claims) built by iterative search until coverage stops growing. Each round expands the search (new sub-topic queries plus citation-graph walks), admits new sources, extracts their claims with verbatim snippets, and records where every source stands on each claim (supports / contradicts / qualifies); the feedback signal is how many new matrix-changing sources a round adds, and it stops at saturation, patience, or budget. The output is the matrix plus a synthesis of consensus, disputes, and gaps, every cell backed by a real citation. Not for grading a written proposal against the literature (that is a proposal-evaluation task) and not for generating new hypotheses — this maps what the literature already says.Redactare★ 180
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