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Literature Triangulation | Skills Pool

技能檔案

Literature Triangulation

Gather and compare papers, official documentation, benchmark sources, and related references while separating primary from secondary sources and verified from uncertain claims. Use when validating claims, filling related work, comparing methods, or finding baseline coverage. Do not use for speculative synthesis, coding, or conclusion writing before the sources are checked.

BaochaiXue0 星標2026年4月16日

職業
分類: 學術

技能內容

Inputs

current research question or claim to verify
source candidates, search terms, or benchmark names
existing entries in research/literature_map.md and research/claims_registry.md

Outputs

updated research/literature_map.md
updated research/claims_registry.md
optional updates to research/open_questions.md when evidence is still missing
a short handoff note that identifies what should go to novelty_auditor or experiment_designer next

Do This

Prefer primary sources first: original papers, benchmark owners, official documentation, official repos.
Record each source with its role, relevance, and confidence.
Mark whether a source is primary or secondary.
Mark each extracted claim as verified or uncertain.

相關技能

快速安裝

Literature Triangulation

npx skillvault add BaochaiXue/baochaixue-rest-learning-self-learning-agents-skills-literature-triangulation-skill-md

下載 Skill 打開源碼倉庫

作者: BaochaiXue
星標: 0
更新時間: 2026年4月16日
職業

本頁內容

Note missing comparisons, unknown setup details, and baseline gaps.

Update the claim registry with evidence pointers instead of prose-only summaries.

Stop once the evidence is sufficient for a novelty pass or experiment contract.

Leave a handoff note for the next reviewer instead of continuing to mine sources indefinitely.

Guardrails

Do not make strong conclusions from abstracts alone.
Do not mix primary and secondary evidence without labeling them.
Do not claim novelty here; hand novelty judgments to novelty_auditor.
Do not keep scouting after the next decision point is already clear.

02

Outputs

Goplaces

Query Google Places API (New) via the goplaces CLI for text search, place details, resolve, and reviews. Use for human-friendly place lookup or JSON output for scripts.

Research Ops

Evidence-first current-state research workflow for ECC. Use when the user wants fresh facts, comparisons, enrichment, or a recommendation built from current public evidence and any supplied local context.

Editor

Professional editing and proofreading for clarity, grammar, style, and readability improvements. Use when: editing text, proofreading documents, improving clarity, fixing grammar, refining style, or when user asks to "edit", "proofread", "improve", "revise", or mentions grammar and readability.

Shubhamsaboo106.3k

Fact Checker

Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "fact check", "verify", "is this true", or mentions claims that need validation.

Shubhamsaboo106.3k

Deep Research

Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple perspectives, or when user mentions research, investigation, or needs synthesized analysis with citations.

Shubhamsaboo106.3k

Academic Researcher

Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when user mentions academic research, scholarly writing, papers, or scientific literature.

Shubhamsaboo106.3k