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Evaluating Paper Relevance

Two-stage paper screening - abstract scoring then deep dive for specific data extraction

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2025年10月22日 20:56

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相关技能

kthorn

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Safely remove intermediate files from completed research sessions while preserving important data

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Answering Research Questions

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Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize

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Traversing Citation Networks

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Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication

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Subagent-Driven Literature Review

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Use parallel subagents for large-scale paper screening and deep dive analysis

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Searching Scientific Literature

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PubMed search with keyword optimization, result parsing, and metadata extraction

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Finding Open Access Papers

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Use Unpaywall API to find free full-text versions of paywalled papers

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Getting Started with Research Superpowers

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Introduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversal

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ryancnelson

Delegating to CDN Agent

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Recognize Fastly CDN queries and delegate to specialized sub-agent to avoid context pollution

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Delegating to New Relic Agent

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Recognize New Relic queries and delegate to specialized sub-agent to avoid context pollution

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obra

using-tmux-for-interactive-commands

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Use when you need to run interactive CLI tools (vim, git rebase -i, Python REPL, etc.) that require real-time input/output - provides tmux-based approach for controlling interactive sessions through detached sessions and send-keys

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cameronfreer

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This skill should be used when developing Lean 4 proofs, managing sorries/axioms, facing "failed to synthesize instance" or type class errors, or searching mathlib - provides systematic build-first workflow, type class management patterns (haveI/letI), and domain-specific tactics for measure theory, probability, and algebra

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lean4-memories

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This skill should be used when working on Lean 4 formalization projects to maintain persistent memory of successful proof patterns, failed approaches, project conventions, and user preferences across sessions using MCP memory server integration

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Evaluating Paper Relev... - kthorn 的 Claude AI 技能 | SkillsMP