Browse Skills

implementation-guidance-generator.md

3

1 export implementation-guidance-generator

2 from "paulchiu/dotfiles"

3 Generates structured implementation guidance documents for technical issues, bug fixes, and feature development. Use when creating actionable implementation plans with file references, code locations, and step-by-step approaches following Obsidian markdown formatting standards.

2026-01-05

design-of-experiments.md

3

1 export design-of-experiments

2 from "jkitchin/skillz"

3 Expert guidance for Design of Experiments (DOE) in Python - interactive goal-driven design selection, classical DOE (factorial, response surface, screening), Bayesian optimization with Gaussian processes, model-driven optimal designs, active learning, and sequential experimentation; includes pyDOE3, pycse, GPyOpt, scikit-optimize, statsmodels

2026-01-05

pg-dump-reference.md

3

1 export pg-dump-reference

2 from "Microck/ordinary-claude-skills"

3 Consult PostgreSQL's pg_dump implementation for guidance on system catalog queries and schema extraction when implementing pgschema features

2026-01-05

validation.md

3

1 export validation

2 from "minhuw/claude-writer"

3 This skill should be used when validating whether a specific word or phrase is appropriate, commonly used, and correct in academic technical contexts. Use for checking terminology in research papers targeting top-tier computer science conferences.

2026-01-05

memory-documentary.md

3

1 export memory-documentary

2 from "rjmurillo/ai-agents"

3 Generate evidence-based documentary reports by searching across all 4 memory systems (Claude-Mem, Forgetful, Serena, DeepWiki), .agents/ artifacts, and GitHub issues. Produces investigative journalism-style analysis with full citation chains.

2026-01-05

feature-flag-patterns.md

2

1 export feature-flag-patterns

2 from "daishiman/AIWorkflowOrchestrator"

3 機能フラグ（Feature Flag/Feature Toggle）による段階的リリースとA/Bテスト実装スキル。リスク管理とカナリアリリースを可能にし、本番環境での安全な機能展開を実現します。Anchors:• Feature Toggles (Pete Hodgson - Martin Fowler blog) / 適用: フラグ設計パターン / 目的: Release/Experiment/Ops/Permission Togglesの適切な使い分け• Continuous Delivery (Jez Humble) / 適用: デプロイ戦略 / 目的: デプロイと機能リリースの分離による安全性向上Trigger:Use when implementing feature flags, feature toggles, A/B testing, gradual rollouts, canary releases, or managing feature lifecycles.feature flag, feature toggle, A/B testing, canary release, gradual rollout, dark launch, percentage rollout, kill switch

2026-01-05

best-practices.md

2

1 export best-practices

2 from "andyngdz/exogen"

3 Use when refactoring or implementing features - validation, component design, API research

2026-01-05

research-synthesis.md

2

1 export research-synthesis

2 from "poemswe/co-researcher"

3 Synthesizes research findings into coherent narratives with uncertainty quantification. Use when integrating findings from multiple sources, creating research summaries, drawing conclusions from evidence, or communicating research results. Triggers on phrases like "synthesize", "integrate findings", "what's the conclusion", "summarize research", "overall picture", "bring together".

2026-01-05

skill-creator.md

2

1 export skill-creator

2 from "sjnims/plugin-forge"

3 Create Agent Skills for Claude Code plugins with SKILL.md, scripts, references, and assets following best practices. Use when creating new skills, authoring SKILL.md files, writing YAML frontmatter, extending Claude with new capabilities, or when the user mentions plugin development, skill authoring, or adding capabilities to a plugin.

2026-01-05

papi.md

2

1 export papi

2 from "hummat/paperpipe"

3 Help with paper references using paperpipe (papi). Use when user asks about papers, wants to verify code against a paper, needs paper context for implementation, or asks about equations/methods from literature.

2026-01-05

setup-wizard.md

2

1 export setup-wizard

2 from "IgorWarzocha/agentic-job-search-vault"

3 Guided onboarding for new users. Collects reference documents, builds CANDIDATE-PROFILE.md from them, configures agents. Use for: "set up", "initialize", "get started", "configure my profile".

2026-01-05

skill-creator.md

2

1 export skill-creator

2 from "daishiman/AIWorkflowOrchestrator"

3 スキルを作成・更新するためのメタスキル。Progressive Disclosure、Task分離、知識圧縮アンカーを適用し、高品質なスキルを効率的に量産する。目的に合わせてagents/scripts/assets/referencesを必要最小限で設計する。agents/scripts/assets/referencesは責務ごとに分離し、単一責務の構成で量産可能にする。Anchors:• Continuous Delivery (Jez Humble) / 適用: 自動化・検証フロー / 目的: 品質パイプライン構築• The Lean Startup (Eric Ries) / 適用: Build-Measure-Learn / 目的: 反復改善サイクル• Domain-Driven Design (Eric Evans) / 適用: ユビキタス言語 / 目的: 一貫した語彙設計Trigger:新規スキルの作成、既存スキルの更新、スキル構造の検証、スキルテンプレートの生成を行う場合に使用。スキル作成, スキル更新, スキル検証, スキルテンプレート, skills仕様, skill creation

2026-01-05

conducting-chaos-engineering.md

2

1 export conducting-chaos-engineering

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables Claude to design and execute chaos engineering experiments to test system resilience. It is used when the user requests help with failure injection, latency simulation, resource exhaustion testing, or resilience validation. The skill is triggered by discussions of chaos experiments (GameDays), failure injection strategies, resilience testing, and validation of recovery mechanisms like circuit breakers and retry logic. It leverages tools like Chaos Mesh, Gremlin, Toxiproxy, and AWS FIS to simulate real-world failures and assess system behavior.

2026-01-05

xai-grok.md

2

1 export xai-grok

2 from "closedloop-technologies/awesome-deep-researchers"

3 Use xAI Grok API with Agent Tools for real-time web and X (Twitter) search and synthesis. Requires XAI_API_KEY.

2026-01-05

grant.md

2

1 export grant

2 from "poemswe/co-researcher"

3 Transform research ideas into compelling, fundable grant proposals (NSF, NIH, ERC).

2026-01-05

shape-spec.md

2

1 export shape-spec

2 from "korallis/Amp-OS"

3 Research and gather requirements for a new feature spec. Use when you have a feature idea and need to understand scope, gather requirements, and document visuals before writing a spec.

2026-01-05

literature-research.md

2

1 export literature-research

2 from "bahayonghang/wechat-content-writer"

3 This skill should be used when the user asks to "搜索文献", "查找学术资料", "搜索最新研究", "literature search", "find papers", "search academic literature", "latest research", or mentions specific academic domains like AI, machine learning, computer science research. Provides comprehensive academic literature search and analysis capabilities for WeChat content creation.

2026-01-05

creating-github-issues-from-web-research.md

2

1 export creating-github-issues-from-web-research

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enhances Claude's ability to conduct web research and translate findings into actionable GitHub issues. It automates the process of extracting key information from web search results and formatting it into a well-structured issue, ready for team action. Use this skill when you need to research a topic and create a corresponding GitHub issue for tracking, collaboration, and task management. Trigger this skill by requesting Claude to "research [topic] and create a ticket" or "find [information] and generate a GitHub issue".

2026-01-05

codex.md

2

1 export codex

2 from "rocky2431/ultra-builder-pro"

3 Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

2026-01-05

hypothesis-testing.md

2

1 export hypothesis-testing

2 from "poemswe/co-researcher"

3 Guides scientific hypothesis development and testing methodology. Use when formulating research questions, developing testable hypotheses, designing experiments, or evaluating research approaches. Triggers on phrases like "hypothesis", "test if", "experiment design", "research question", "how would I test", "is it true that".

2026-01-05

smolagents.md

2

1 export smolagents

2 from "closedloop-technologies/awesome-deep-researchers"

3 Use Hugging Face Smolagents framework for code-based agentic research with tool support. Supports multiple LLM providers and web search.

2026-01-05

prompt-injection-defense.md

2

1 export prompt-injection-defense

2 from "daishiman/AIWorkflowOrchestrator"

3 AIシステムへのプロンプトインジェクション攻撃を防ぎ、入力検証とコンテキスト分離の設計指針を提供するスキル。Anchors:• OWASP LLM Top 10 / 適用: LLMセキュリティ脅威モデリング / 目的: インジェクション攻撃の分類と防御パターン理解• Simon Willison's Prompt Injection Research / 適用: 実攻撃パターン分析 / 目的: 実世界の攻撃事例から防御戦略を導出• Defense in Depth principle / 適用: 多層防御設計 / 目的: 単一障害点の排除Trigger:Use when designing prompt injection defenses, implementing AI security measures, sanitizing user inputs for LLM systems, separating trusted and untrusted contexts, conducting security reviews for LLM applications, mitigating indirect prompt injection risks.

2026-01-05

aiworkflow-requirements.md

2

1 export aiworkflow-requirements

2 from "daishiman/AIWorkflowOrchestrator"

3 AIWorkflowOrchestratorプロジェクトの仕様管理スキル。仕様書を検索・参照するためのインターフェース。references/配下に全仕様を格納し、キーワード検索で必要な情報に素早くアクセス。Anchors:• Specification-Driven Development / 適用: 仕様書正本 / 目的: 実装との一貫性• Progressive Disclosure / 適用: 検索→詳細参照 / 目的: コンテキスト効率化• MECE原則 / 適用: トピック分類 / 目的: 漏れなく重複なくTrigger:プロジェクト仕様の検索、アーキテクチャ確認、API設計参照、セキュリティ要件確認、テスト戦略参照を行う場合に使用。仕様, 要件, アーキテクチャ, API, データベース, セキュリティ, UI/UX, デプロイ, Claude Code, テスト, MSW, カバレッジ

2026-01-05

systematic-debugging.md

2

1 export systematic-debugging

2 from "cipherstash/cipherpowers"

3 Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions

2026-01-05