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Claude Skills by pjt222
github.com/pjt2223,966 skills10 installs4,506 views
- Update Skill Content既存のSKILL.mdのコンテンツを精度、完全性、明確さの観点で更新する。バージョンの バンプ、手順の改善、落とし穴の拡充、関連スキルの同期を網羅する。スキルの手順が 古いツールやAPIを参照している場合、Common Pitfallsセクションが薄い場合、 Related Skillsに壊れたクロスリファレンスがある場合、またはスキルの手順が 不明確または不完全というフィードバックを受けた後に使用する。Votes: 0GitHub stars: 31
- Use Graphql ApiコマンドラインからGraphQL APIを操作します。イントロスペクションによるスキーマの 発見、クエリとミューテーションの構築、gh api graphqlまたはcurlでの実行、 jqによるレスポンスの解析、IDをパイプで連鎖させた操作の連結を扱います。 GraphQL経由でGitHub Discussions、Issues、Projectsを自動化するとき、 スクリプトから任意のGraphQLエンドポイントと統合するとき、または構造化された APIデータを必要とするCLIワークフローを構築するときに使用します。Votes: 0GitHub stars: 31
- Validate Analytical MethodValidate a chromatographic analytical method per ICH Q2(R2) guidelines: define the validation scope by method category, establish specificity through forced degradation, determine linearity and range, assess accuracy and precision, and establish detection limits and robustness for regulatory submission.Votes: 0GitHub stars: 31
- Validate Piles NotationjigsawRのピースフュージョングループを指定するためのPILES（Puzzle Input Line Entry System）記法を解析・検証する。構文検証、グループリストへの解析、 平易な説明、パズル結果に対する隣接検証、ラウンドトリップシリアライズを カバー。generate_puzzle()に渡す前のユーザー提供PILES文字列の検証、 フュージョングループの問題デバッグ、ユーザーへの記法説明、 ラウンドトリップ解析/シリアライズの忠実性テストに使用する。Votes: 0GitHub stars: 31
- Validate ReferencesCheck BibTeX entries for completeness, DOI resolution, and broken links. Verify required fields per entry type (article, book, inproceedings), resolve and validate DOIs via the CrossRef API, check URL accessibility, and flag duplicate entries, missing abstracts, and inconsistent formatting. Use when preparing a manuscript bibliography for journal submission, auditing a shared .bib file before a project milestone, after merging bibliographies from multiple sources, when citations render incorr...Votes: 0GitHub stars: 31
- Validate Statistical Outputダブルプログラミング、独立した検証、参照比較を通じて統計分析出力をバリデートします。 規制環境向けの比較方法論、許容誤差定義、逸脱処理を対象とします。 規制提出向けの主要・副次エンドポイント分析のバリデーション時、ダブルプログラミング （RとSAS、または独立したR実装）の実施時、分析コードが正しい結果を生成することの 検証時、またはコードや環境の変更後の再バリデーション時に使用します。Votes: 0GitHub stars: 31
- Verify Agent Outputエージェント間で作業が受け渡される際に成果物を検証し、エビデンストレイルを構築する。 実行前の期待される結果の仕様定義、実行中の構造化されたエビデンス生成、実行後の外部アンカーに対する 成果物のバリデーション、圧縮または要約された出力の忠実度チェック、信頼境界の分類、 バリデーション失敗時の構造化された不一致報告をカバーする。マルチエージェントワークフローの調整、 エージェント間のハンドオフのレビュー、外部向け出力の生成、またはエージェントの要約がソース素材を 忠実に表現しているかの監査時に使用する。Votes: 0GitHub stars: 31
- Verify Memory IntegrityVerify agent memory reachability and budget without modifying anything — orphan detection, broken links, dual-cap usage against the 200-line / 25KB truncation limits, and catalog conformance. Use at the start of a session before trusting memory contents, before and after any index compaction, after a rename or repository move, when a memory directory has grown past a few dozen topic files, or as a periodic health check.Votes: 0GitHub stars: 31
- Verify Web App RuntimeVerify that a frontend or visual change actually works by running the app in headless Chromium and observing pixels plus console output — runtime verification for WebGL, GPGPU, Canvas, and WebAudio surfaces that static review and unit tests cannot cover. Launches with the SwiftShader/ANGLE flags WebGL2 needs, probes EXT_color_buffer_half_float before trusting a GPGPU path, asserts visibilityState === 'visible' and non-black canvas luminance (>1% of pixels lit), runs a second reduced-motion co...Votes: 0GitHub stars: 31
- Version Ml DataVersion machine learning datasets using DVC (Data Version Control) with remote storage backends, build reproducible data pipelines with dependency tracking, integrate with Git workflows, and ensure data lineage for model reproducibility. Use when versioning large datasets that do not fit in Git, tracking data changes alongside code changes, ensuring ML experiment reproducibility, sharing datasets across team members, or auditing data lineage for compliance requirements.Votes: 0GitHub stars: 31
- Vishnu BhagaPreservation and sustenance — maintaining working state under perturbation, memory anchoring, consistency enforcement, and protective stabilization. Maps Vishnu's sustaining presence to AI reasoning: holding what works steady, anchoring verified knowledge against drift, and ensuring continuity through change. Use when a working approach is at risk from scope creep, when context drift threatens verified knowledge, after shiva-bhaga dissolution to protect what survived, when a long session risk...Votes: 0GitHub stars: 31
- Write Claude MdAIコーディングアシスタントにプロジェクト固有の指示を提供する効果的な CLAUDE.mdファイルを作成する。構造、一般的なセクション、すべきこと・ すべきでないパターン、MCPサーバーとエージェント定義との統合をカバー する。AIアシスタントを使用する新しいプロジェクトを始める場合、既存の プロジェクトでのAIの動作を改善する場合、プロジェクトの規約と制約を 文書化する場合、またはMCPサーバーやエージェント定義をプロジェクト ワークフローに統合する場合に使用する。Votes: 0GitHub stars: 31
- Write Continue HereWrite a CONTINUE_HERE.md file capturing current session state so a fresh Claude Code session can pick up where this one left off. Covers assessing recent work, structuring the continuation file with objective, completed, in-progress, next-steps, and context sections, and verifying the file is actionable. Use when ending a session with unfinished work, handing off context between sessions, or preserving task state that git alone cannot capture.Votes: 0GitHub stars: 31
- Write Helm ChartCreate production-ready Helm charts for Kubernetes application deployment with templating, values management, chart dependencies, hooks, and testing. Covers chart structure, Go template syntax, values.yaml design, chart repositories, versioning, and best practices for maintainable and reusable charts. Use when packaging a Kubernetes application for repeatable deployments, parameterizing manifests for multiple environments, managing complex multi-component applications with dependencies, or st...Votes: 0GitHub stars: 31
- Write Incident Runbook効果的なインシデント対応のために、診断手順、解決手順、エスカレーションパス、 コミュニケーションテンプレートを含む構造化されたインシデントランブックを作成する。 繰り返し発生するアラートの対応手順を文書化する場合、オンコールローテーション全体で インシデント対応を標準化する場合、明確な診断手順でMTTRを削減する場合、新しいチームメンバー のトレーニング資料を作成する場合、またはアラートアノテーションを解決手順に直接リンクする 場合に使用する。Votes: 0GitHub stars: 31
- Write Roxygen DocsRパッケージの関数、データセット、クラスのroxygen2ドキュメントを記述する。 標準タグ、相互参照、使用例、NAMESPACEエントリの生成を網羅。 tidyverseドキュメントスタイルに準拠。新規エクスポート関数のドキュメント追加、 内部ヘルパーやデータセットのドキュメント作成、S3/S4/R6クラスとメソッドの ドキュメント作成、またはドキュメント関連のR CMD checkノートの修正時に使用する。Votes: 0GitHub stars: 31
- Write Standard Operating ProcedureGxP準拠の標準作業手順書（SOP）を作成します。規制SOPテンプレート構造（目的、スコープ、 定義、責任、手順、参照、改訂履歴）、承認ワークフロー設計、定期レビューのスケジュール管理、 システム使用の運用手順を対象とします。新しいバリデート済みシステムが運用手順を必要とする場合、 既存の非公式手順を正式化する必要がある場合、監査所見で手順の欠如が指摘された場合、 変更管理がSOP更新をトリガーする場合、または定期レビューで時代遅れの手順内容が特定された場合に 使用します。Votes: 0GitHub stars: 31
- Write Testthat TestsRパッケージ関数の包括的なtestthat（エディション3）テストを記述する。 テストの構成、期待値、フィクスチャ、モック、スナップショットテスト、 パラメータ化テスト、高いカバレッジ達成を網羅。新規パッケージ関数のテスト追加、 既存コードのテストカバレッジ向上、バグ修正のリグレッションテスト作成、 またはテストインフラの未整備なパッケージへの設定時に使用する。Votes: 0GitHub stars: 31
- Write Validation Documentation規制環境のコンピューター化システム向けIQ/OQ/PQバリデーション文書を作成します。 プロトコル、報告書、テストスクリプト、逸脱処理、承認ワークフローを対象とします。 規制用途向けRまたは他のソフトウェアのバリデーション時、規制監査の準備時、 コンピューティング環境の適格性評価の文書化時、または新規・再適格性評価システムの バリデーションプロトコルと報告書の作成・更新時に使用します。Votes: 0GitHub stars: 31
- Write VignetteR MarkdownまたはQuartoを使用してRパッケージのビネットを作成する。 ビネットのセットアップ、YAML設定、コードチャンクオプション、ビルドとテスト、 ビネットのCRAN要件を網羅。「はじめに」チュートリアルの追加、複数の関数にまたがる 複雑なワークフローの文書化、ドメイン固有のガイド作成、またはCRAN投稿で 関数ヘルプページを超えたユーザー向けドキュメントが必要な時に使用する。Votes: 0GitHub stars: 31
- Adapt ArchitectureExecute structural metamorphosis using strangler fig migration, chrysalis phases, and interface preservation. Covers transformation planning, parallel running, progressive cutover, rollback design, and post-metamorphosis stabilization for system architecture evolution. Use when assess-form has classified the system as READY for transformation, when migrating from monolith to microservices, when replacing a core subsystem while dependents continue operating, or when any architectural change mu...Votes: 0GitHub stars: 31
- AdapticMaster skill composing the 5-step synoptic cycle for panoramic synthesis across multiple domains. Orchestrates meditate, expand-awareness, observe, awareness, integrate-gestalt, and express-insight into a coherent process that produces unified understanding rather than sequential compromise. Use when a problem genuinely spans 3+ domains and the interactions between domains matter more than depth in any one, when sequential analysis feels like compromise rather than integration, or before majo...Votes: 0GitHub stars: 31
- Add Puzzle TypeScaffold a new puzzle type across all 10+ pipeline integration points in jigsawR. Creates the core puzzle module, wires it into the unified pipeline (generation, positioning, rendering, adjacency), adds ggpuzzle geom/stat layers, updates DESCRIPTION and config.yml, extends the Shiny app, and creates a comprehensive test suite. Use when adding a completely new puzzle type to the package or following the 10-point integration checklist to ensure nothing is missed end-to-end.Votes: 0GitHub stars: 31
- Add Rcpp IntegrationAdd Rcpp or RcppArmadillo integration to an R package for high-performance C++ code. Covers setup, writing C++ functions, RcppExports generation, testing compiled code, and debugging. Use when an R function is too slow and profiling confirms a bottleneck, when you need to interface with existing C/C++ libraries, or when implementing algorithms (loops, recursion, linear algebra) that benefit from compiled code.Votes: 0GitHub stars: 31
- AikidoPractice aikido as a defensive martial art emphasizing harmony, redirection, and controlled resolution. Covers centering and grounding, ukemi (safe falling and rolling), core techniques (irimi-nage, shiho-nage, kote-gaeshi, ikkyo), blending and tai sabaki (body movement), randori (multiple attacker practice), weapons awareness, and applying principles off the mat. Use when learning a defensive martial art that prioritizes de-escalation, developing the ability to redirect aggression without ca...Votes: 0GitHub stars: 31
- Analyze Codebase For McpAnalyze an arbitrary codebase to identify functions, APIs, and data sources suitable for exposure as MCP tools, producing a tool specification document. Use when planning an MCP server for an existing project, auditing a codebase before wrapping it as an AI-accessible tool surface, comparing what a codebase can do versus what is already exposed via MCP, or generating a tool spec to hand off to scaffold-mcp-server.Votes: 0GitHub stars: 31
- Analyze Codebase WorkflowAnalyze an arbitrary codebase to auto-detect workflows, data pipelines, and file dependencies using putior's put_auto() engine. Produces an annotation plan that maps detected I/O patterns to source files across 30+ supported languages with 902 auto-detection patterns. Use when onboarding onto an unfamiliar codebase to understand data flow, starting putior integration in a project without existing annotations, auditing a project's data pipeline before documentation, or preparing an annotation ...Votes: 0GitHub stars: 31
- Analyze Diffusion DynamicsAnalyze the dynamics of diffusion processes using stochastic differential equations, Fokker-Planck equations, first-passage time distributions, and parameter sensitivity analysis. Use when deriving probability density evolution for a continuous-time diffusion process, computing mean first-passage times for bounded diffusion, analyzing how drift and diffusion parameters affect process behavior, or validating closed-form solutions against stochastic simulation.Votes: 0GitHub stars: 31
- Analyze Generative Diffusion ModelAnalyze pre-trained generative diffusion models (Stable Diffusion, DALL-E, Flux) by computing quality metrics (FID, IS, CLIP score, precision/recall), inspecting noise schedules, extracting and visualizing attention maps, and probing latent spaces. Use when evaluating a pre-trained generative diffusion model's output quality, comparing noise schedule variants, analyzing cross-attention patterns for text-conditioned generation, interpolating between latent codes, or detecting out-of-distributi...Votes: 0GitHub stars: 31
- Analyze Kernel BottleneckSystematically identify whether a GPU kernel is compute-bound, memory-bound, or latency-bound using roofline analysis, occupancy calculations, compute/load ratio per tile, and SASS instruction inspection. Produces a decision matrix for optimization strategy selection (cp.async, warp interleaving, tiling, double-buffering, or CuAssembler hand-tuning).Votes: 0GitHub stars: 31
- Analyze Magnetic FieldCalculate and visualize magnetic fields produced by current distributions using the Biot-Savart law, Ampere's law, and magnetic dipole approximations. Use when computing B-fields from arbitrary current geometries, exploiting symmetry with Ampere's law, analyzing superposition of multiple sources, or characterizing magnetic materials through permeability, B-H curves, and hysteresis behavior.Votes: 0GitHub stars: 31
- Analyze Magnetic LevitationAnalyze magnetic levitation systems by applying Earnshaw's theorem to determine whether passive static levitation is possible, then identifying the appropriate circumvention mechanism (diamagnetic, superconducting, active feedback, or spin-stabilized). Use when evaluating maglev transport, magnetic bearings, superconducting levitation, diamagnetic suspension, or Levitron-type devices. Covers force balance calculations, stability analysis in all spatial and tilting modes, and Meissner effect v...Votes: 0GitHub stars: 31
- Analyze Prime NumbersAnalyze prime numbers using primality tests, factorization algorithms, prime distribution analysis, and sieve methods. Covers trial division, Miller-Rabin, Sieve of Eratosthenes, and the Prime Number Theorem. Use when determining whether an integer is prime or composite, finding prime factorizations, counting or listing primes up to a bound, or investigating prime properties within a number-theoretic proof or computation.Votes: 0GitHub stars: 31
- Analyze Tensegrity SystemAnalyze a tensegrity system by identifying compression struts and tension cables, classifying type (class 1/2, biological/architectural), computing prestress equilibrium, verifying stability via Maxwell's rigidity criterion, and mapping biological tensegrity (microtubules, actin, intermediate filaments). Use when evaluating tensegrity in architecture, robotics, cell biology, or any system with isolated compression in continuous tension.Votes: 0GitHub stars: 31
- Annotate Source FilesAdd PUT workflow annotations to source files using the correct language-specific comment prefix. Covers annotation syntax, skeleton generation via put_generate(), multiline annotations, .internal variables, and validation. Supports 30+ languages with automatic comment prefix detection. Use after analyzing a codebase and having an annotation plan, when adding workflow documentation to new or existing source files, or when documenting data pipelines, ETL processes, or multi-step computations.Votes: 0GitHub stars: 31
- Apply GematriaCompute and analyze gematria (Hebrew numerical values) using standard, ordinal, and reduced methods. Covers word-to-number conversion, isopsephy comparisons, and interpretive frameworks. Use when computing the numerical value of a Hebrew word or phrase, comparing two words for shared gematria values, studying a biblical verse or divine name for numerical correspondences, or connecting a numerical result to its position on the Tree of Life.Votes: 0GitHub stars: 31
- Apply Semantic VersioningApply semantic versioning (SemVer 2.0.0) to determine the correct version bump based on change analysis. Covers major/minor/patch classification, pre-release identifiers, build metadata, and breaking change detection. Use when preparing a new release to determine the correct version number, after merging changes before tagging, evaluating whether a change constitutes a breaking change, adding pre-release identifiers, or resolving disagreement about what version bump is appropriate.Votes: 0GitHub stars: 31
- Appraise GemstoneAppraise gemstone value using the four Cs (color, clarity, cut, carat), origin assessment, treatment detection, and market factor analysis. Advisory educational guidance only — not a certified appraisal. Use when understanding factors that determine a gemstone's value, pre-screening stones before a professional appraisal, evaluating whether a seller's asking price is reasonable, learning gemstone grading methodology, or understanding how treatment status affects value.Votes: 0GitHub stars: 31
- ArgumentationConstruct well-structured arguments using the hypothesis-argument-example triad. Covers formulating falsifiable hypotheses, building logical arguments (deductive, inductive, analogical, evidential), providing concrete examples, and steelmanning counterarguments. Use when writing or reviewing PR descriptions that propose technical changes, justifying design decisions in ADRs, constructing substantive code review feedback, or building a research argument or technical proposal.Votes: 0GitHub stars: 31
- Assess ContextAI context assessment — evaluating problem malleability, mapping structural rigidity versus flexibility, analyzing transformation pressure, and estimating capacity to adapt. Use when a complex task feels stuck and it is unclear whether to push through or pivot, before a significant approach change to assess whether the current reasoning structure can support it, when accumulated workarounds suggest the underlying approach may be wrong, or as a periodic structural health check during extended ...Votes: 0GitHub stars: 31
- Assess FormEvaluate a system's current structural form, identify transformation pressure, and classify transformation readiness. Covers structural inventory, pressure mapping, rigidity assessment, change capacity estimation, and readiness classification for architectural metamorphosis. Use before any significant architectural change to understand the starting point, when a system feels stuck without clear reasons, when external pressure from growth or tech debt is mounting, or as periodic health checks ...Votes: 0GitHub stars: 31
- Assess Holistic HealthConduct temperament-based health assessment from Hildegard von Bingen's Causae et Curae. Evaluates the four temperaments (sanguine, choleric, melancholic, phlegmatic), elemental correspondences (air, fire, earth, water), and provides dietary and lifestyle recommendations for rebalancing. Use when understanding constitutional type in Hildegardian terms, experiencing imbalance (fatigue, digestive issues, mental fog) needing holistic guidance, seeking dietary recommendations by temperament, or r...Votes: 0GitHub stars: 31
- Assess Ip LandscapeMap the intellectual property landscape for a technology domain or product area. Covers patent cluster analysis, white space identification, competitor IP portfolio assessment, freedom-to-operate preliminary screening, and strategic IP positioning recommendations. Use before starting R&D in a new technology area, when evaluating market entry against incumbents with strong patent portfolios, preparing for investment due diligence, informing a patent filing strategy, or assessing freedom-to-ope...Votes: 0GitHub stars: 31
- Assess Trail ConditionsEvaluate current trail conditions including weather, snow line, river crossings, exposure, and trail maintenance status for safety decision-making. Produces a GREEN/YELLOW/RED safety rating with actionable go/no-go recommendations. Use the day before or morning of a planned hike, during tour planning to assess seasonal viability, after unexpected weather changes on a multi-day tour, when reports suggest trail damage or closures, or before committing to an alpine or exposed route.Votes: 0GitHub stars: 31
- AthanorFour-stage alchemical code transmutation — nigredo (decomposition), albedo (purification), citrinitas (illumination), rubedo (synthesis) — with meditate and heal checkpoints between stages. Transforms tangled or legacy code into optimized, well-structured output through systematic material analysis. Use when transforming legacy code into modern equivalents, refactoring deeply tangled modules where incremental fixes keep failing, converting a codebase between paradigms, or when simpler refacto...Votes: 0GitHub stars: 31
- AttuneAI relational calibration — reading and adapting to the specific person you are working with. Goes beyond user-intent alignment (solving the right problem) to genuine attunement (meeting the person where they are). Maps communication style, expertise depth, emotional register, and implicit preferences from conversational evidence. Use at the start of a new session, when communication feels mismatched, after receiving unexpected feedback, or when transitioning between very different users or c...Votes: 0GitHub stars: 31
- Audit Dependency VersionsAudit project dependencies for version staleness, security vulnerabilities, and compatibility issues. Covers lock file analysis, upgrade path planning, and breaking change assessment. Use before a release to ensure dependencies are current and secure, during periodic maintenance reviews, after receiving a security advisory, when upgrading to a new language version, before submitting to CRAN or npm, or when inheriting a project to assess its dependency health.Votes: 0GitHub stars: 31
- Audit Discovery SymlinksAudit and repair Claude Code discovery symlinks for skills, agents, and teams. Compares registries against .claude/ directories at project and global levels, detects missing, broken, and extraneous symlinks, distinguishes almanac content from external projects, and optionally repairs gaps. Use after adding new skills or agents, after a repository rename or move, when slash commands stop working, or as a periodic health check.Votes: 0GitHub stars: 31
- Audit Icon PipelineDetect missing glyphs, icons, and HD variants by comparing registries against glyph mapping files, icon directories, and manifests. Reports gaps for skills, agents, and teams across all palettes.Votes: 0GitHub stars: 31
- AwarenessAI situational awareness — internal threat detection for hallucination risk, scope creep, and context degradation. Maps Cooper color codes to reasoning states and OODA loop to real-time decisions. Use during any task where reasoning quality matters, when operating in unfamiliar territory, after detecting early warning signs such as an uncertain fact or suspicious tool result, or before high-stakes output like irreversible changes or architectural decisions.Votes: 0GitHub stars: 31