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skills

作者 infranodus · infranodus/skills

15+ InfraNodus-backed skills for thinking: critical perspective, ontology building, perspective reversal, cognitive variability, SEO gap analysis, Vipassana-for-LLMs.

Thinking-augmentation skills that connect Claude to InfraNodus' knowledge-graph-based text analysis. Includes Cognitive Variability, Critical Perspective, Rhetorical Analyst, Ontology Creator, Writing Assistant, LLM Wiki, SEO gap analysis, YouTube Viral Optimizer, Perspective Reversal, Embodied Navigation, Vipassana for LLMs, Shifting Perspective, Actionize, and the InfraNodus CLI.

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なぜ使うのか

主な機能

ライブデモ

実際の動作

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インストール

作者のリポジトリ · Claude Skills の公式ドキュメント

ユースケース

実用的な使い方： skills

Get a critical perspective on a plan before committing

👤 Strategists, researchers, founders ⏱ ~30 min intermediate

使うタイミング： You have a plan and want assumptions + counterpoints surfaced.

フロー
  1. Run critical-perspective
    Run critical-perspective on this plan.md. Surface assumptions, counterpoints, missing alternatives.✓ コピーしました
    → Numbered objections grounded in the text
  2. Reverse perspectives
    Now perspective-reversal — what would the strongest critic of this plan propose instead?✓ コピーしました
    → A coherent opposing plan

結果： A stress-tested plan with explicit counter-argument.

注意点
  • Dismissing reversal output because it disagrees with you — The point is to steelman — sit with the discomfort
組み合わせ： swing-skill

Find informational supply/demand gaps in an SEO topic

👤 Content strategists, SEOs ⏱ ~30 min intermediate

使うタイミング： Planning new content and want gaps, not keyword lists.

フロー
  1. Feed topic + competitors
    Run the SEO Analysis skill on topic 'vector databases' with top 5 competitor URLs. Graph the gaps.✓ コピーしました
    → Gap report with under-covered entities

結果： A content plan grounded in gap analysis rather than keyword volume.

組み合わせ： superseo-skill

Build a persistent wiki that your LLM can re-use across sessions

👤 Knowledge workers with recurring domain work ⏱ ~60 min intermediate

使うタイミング： You keep re-explaining your domain to Claude every session.

フロー
  1. Seed the wiki
    Use the LLM Wiki skill. Domain: medical imaging pipelines. Seed with these 10 notes.✓ コピーしました
    → Structured wiki with cross-links
  2. Use it in future sessions
    Pull my medical-imaging wiki for context on this task.✓ コピーしました
    → Wiki loads, context-aware answers

結果： Reusable domain memory.

組み合わせ： planning-with-files-skill

Convert a research note into an executable plan with reminders

👤 Anyone who researches but doesn't execute ⏱ ~15 min beginner

使うタイミング： You did the research; now you need actions.

フロー
  1. Actionize
    Run Actionize on research.md — turn conclusions into a dated action plan.✓ コピーしました
    → Plan with owners and dates

結果： Research that actually leads somewhere.

組み合わせ

他のMCPと組み合わせて10倍の力を

skills-skill-6 + swing-skill

Layer Swing's cognitive firewalls with InfraNodus' graph analysis

After swing-review, run critical_perspective to surface what swing missed.✓ コピーしました
skills-skill-6 + superseo-skill

Bring InfraNodus gap analysis into SEO topic planning

Run seo_gap_analysis, feed to superseo topic-cluster-planning.✓ コピーしました

ツール

このMCPが提供する機能

ツール入力呼び出すタイミングコスト
critical_perspective text Stress-testing InfraNodus quota
perspective_reversal text Breaking confirmation bias InfraNodus quota
ontology_creator domain notes Knowledge structuring InfraNodus quota
seo_gap_analysis topic + competitors Content planning InfraNodus quota
llm_wiki domain + notes Reusable memory Local
actionize research text Research -> execution 0
vipassana_for_llms task Fixation / loop detection 0

コストと制限

運用コスト

APIクォータ
InfraNodus free tier available; paid for heavy graph work
呼び出しあたりのトークン
Moderate
金額
Free tier generous
ヒント
Use local skills (actionize, vipassana_for_llms) freely; gate graph analyses to when you need depth

セキュリティ

権限、シークレット、影響範囲

認証情報の保管： INFRANODUS_API_KEY in env when using graph features
データ送信先： Texts sent to InfraNodus for graph analysis

トラブルシューティング

よくあるエラーと対処法

InfraNodus requests fail

Check API key + quota at infranodus.com

Critical-perspective feels generic

Supply more context — the skill needs material to disagree with

代替案

skills 他との比較

代替案代わりに使う場面トレードオフ
swing-skillsYou want cognitive firewalls rather than graph augmentationNo graph analysis

その他

リソース

📖 GitHub の公式 README を読む

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