Results for “rope”

Modern PHP idioms for any PHP project (PHP 8.1+): readonly properties, enums, match expressions, constructor property promotion, typed properties, named arguments, nullsafe operator, first-class callable syntax, strict_types, PSR-12 style, and null discipline. Apply when the project is a PHP 8.1+ project. Stack-agnostic — referenced by every PHP plugin in the marketplace. Use this skill to: - Write strongly-typed, immutable-by-default value objects with readonly properties and enums. - Replace switch ladders and magic constants with match expressions and backed enums. - Cut constructor boilerplate with property promotion and express optionality with typed nullable returns. - Keep code PSR-12 compliant with declare(strict_types=1) in every file. Do NOT use this skill for: - Framework-specific idioms (Eloquent, Doctrine, Symfony services, Laravel facades — those live in framework plugin skills). - Composer / autoloading / dependency management — see php-foundation:composer-tooling. - Testing patterns — see php-foundation:php-testing.

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Europe PMC RESTful Web Service 多源文献聚合检索原子 skill。一次调用同时召回 PubMed + PMC + AGRICOLA + CABI + 预印本(bioRxiv / medRxiv / ChemRxiv 等)+ 灰色文献,自动按 PMID/PMCID/DOI 三级去重,返回完整元数据(含全文 OA 链接、citations metadata、grants 资助信息)。当任务出现 Europe PMC、多源文献聚合、广召回、RAG 检索、预印本搜索、bioRxiv、medRxiv、全文链接、DOI 检索、跨库去重、灰色文献、资助检索 等触发词时使用。**定位**:广召回 · 多源聚合 · RAG 友好(与 pubmed-eutils 互补——后者做精准官方源、Clinical Queries;本 skill 做"撒网"式广召回)。**不做**:NCBI E-utilities 直检(交给 pubmed-eutils)、临床试验(clinical-trials-v2)、全文 XML 抽取(bioc-fulltext-fetch)、实体识别(pubtator-entity-search)、证据分级(medical-evidence-grading)。

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Train and run Uni-Mol Tools models to predict molecular properties from CSV data. Organize experiments into projects, compare model performance, rank results, and manage storage through interactive commands or machine-readable JSON output.

• Train molecular property models from CSV data
• Predict properties with a trained model
• Organize experiments and compare model performance

Look up species information and archived genetic variants in the European Variation Archive. Uses focused API requests to return concise Markdown summaries, with raw JSON available when structured data is needed for further processing.

• Check which species are listed in EVA
• Look up an archived variant by its identifier
• Inspect variants within a small genomic region

Maintain Tika's registry of metadata keys, the names used for document attributes. Guides regeneration after key changes, checks generated files against code, applies naming rules, and finds outdated references after renaming.

• Adding a Tika metadata key
• Renaming keys and finding outdated references
• Investigating metadata schema test failures

Build tests with fast-check for TypeScript and JavaScript or Hypothesis for Python. Generate varied inputs to check rules code should always satisfy, discover edge cases, and simplify failing inputs into small examples for debugging.

• Checking that encoding and decoding restore the original data
• Testing rules that sorting must preserve
• Generating inputs with complex constraints

Weekdays, browser only when the property has no publishing route but a screen. Takes the oldest ready draft, resolves its property, and publishes it by that property's own route: a post file plus a registry entry plus a sitemap update plus a build plus a push, or a publishing surface driven through the flow file it owns. It verifies the live URL by loading it, records the published line, and leaves the draft ready on any failure so tomorrow retries it. It publishes one article to one named property and does nothing else outward, ever.

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Automatically derives TLA+ properties (invariants, safety, liveness) from natural-language requirements or structured requirement documents. Resolves ambiguities, asks clarifying questions for underspecified requirements, and outputs TLA+-compatible property definitions with semantic explanations. Use when translating system requirements, specifications, or behavioral constraints into formal TLA+ temporal logic properties for verification with TLC model checker.

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Automatically identify metamorphic properties (symmetry, linearity, additivity, input invariances) from programs or functions. Use when generating metamorphic tests, discovering program properties, validating transformations, or creating test oracles without explicit specifications. Analyzes control flow, data flow, and sample executions to output structured properties for metamorphic test generation and verification.

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Launches 5 parallel AI agents to produce a comprehensive property analysis with composite Property Score (0-100), investment grade, and actionable recommendations

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因果推論・効果検証（A/B テスト / ABテスト / オンライン実験 / リフト / SRM / CUPED、観察データの処置効果 / ATE / ATT / CATE / 傾向スコア / propensity score / IPW / 二重頑健 / DML / causal forest、準実験 / 差の差 / DiD / イベントスタディ / 操作変数 / IV / 2SLS / 回帰不連続 / RDD / 合成コントロール）を実行したら必ずセットで出す図と値のルーター。 proportions_ztest, chisquare, statsmodels.stats.power, dowhy, econml, causalml, doubleml, propensity, LinearDML, IV2SLS, rdrobust, rddensity, pysyncon, treat*post がコードに現れたとき、またはユーザーが「ABテストの結果を 見て」「施策の効果を推定して」「差の差で」「傾向スコアで揃えて」「閾値前後で比較して」と言ったときに使う。SRM・ バランス・並行トレンド・first-stage に言及がなくても適用する。SKILL.md のルーティング表で設計を特定し、対応する references/<設計>.md を読んでから実行する。実験でない群間比較の検定は statistical-inference-diagnostics、 予測モデルの解釈（SHAP 等）は predictive-modeling-diagnostics を使う。

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Guide for diagnosing and improving MSBuild project evaluation performance. Only activate in MSBuild/.NET build context. USE FOR: builds slow before any compilation starts, high evaluation time in binlog analysis, expensive glob patterns walking large directories (node_modules, .git, bin/obj), deep import chains (>20 levels), preprocessed output >10K lines indicating heavy evaluation, property functions with file I/O ($([System.IO.File]::ReadAllText(...))), multiple evaluations per project. Covers the 5 MSBuild evaluation phases, glob optimization via DefaultItemExcludes, import chain analysis with /pp preprocessing. DO NOT USE FOR: compilation-time slowness (use build-perf-diagnostics), incremental build issues (use incremental-build), non-MSBuild build systems. INVOKES: binlog MCP server tools (evaluations, evaluation_global_properties, evaluation_properties, imports, properties); falls back to dotnet msbuild -pp:full.xml for preprocessing, /clp:PerformanceSummary.

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MCP server for scraping Italian rental/sale property listings from multiple real estate portals (Immobiliare.it, Casa.it, and extensible to others) using Camoufox (anti-detection browser) and BeautifulSoup. Plugin architecture — each site is a self-contained adapter with its own URL templates, query param mappings, and CSS selector chains. Use this skill whenever the user wants to search for apartments, houses, or properties in Italy, scrape real estate listings, compare rental prices across Italian cities, or extract property data from Italian portals. Triggers on mentions of immobiliare, casa.it, Italian rentals, affitto, vendita, apartment hunting in Italy, or property scraping.

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Manage Obsidian notes through its official command-line interface, a tool for issuing text commands. Search, create, and edit notes; update daily entries and tasks; and inspect links and properties in a selected vault.

• Searching meeting notes and project records
• Adding entries to daily notes
• Listing unfinished tasks and marking them done

Support drug discovery research by searching public databases for compound activity, molecular properties, drug interactions, and gene–disease associations. Assess drug-likeness, meaning how molecular properties fit established rules for potential oral medicines.

• Finding active compounds for a biological target
• Assessing molecular properties against oral drug rules
• Reviewing drug interactions and reported adverse events

Review CSS spacing, borders, and positioning for conversion to logical properties, which follow writing direction. Check rendered layouts across screen sizes and interaction states to support right-to-left languages and vertical text.

• Adapting layouts for Arabic or Hebrew
• Replacing fixed left and right spacing in CSS
• Reviewing layouts for vertical writing

Find repeated colors, spacing, and font sizes in CSS, then organize them into custom properties, reusable values referenced with var(). Review their use across components and screen sizes, and explain how overrides support theme changes.

• Consolidating repeated colors and spacing
• Preparing CSS for a brand refresh
• Reviewing values for dark mode

Style text and SVG elements inside Remotion Studio’s CSS reset containers. This skill explains which properties are reset and how to apply styles directly to nested elements when parent styles do not carry through.

• Fix nested text that ignores a parent’s styles
• Apply intended styles to SVG elements
• Check which properties the Studio CSS reset affects

Build and troubleshoot TorchDrug 0.2.1 workflows for molecular property prediction, molecule generation, protein modeling, and knowledge graph reasoning. Connect datasets, models, training tasks, and evaluation while checking version compatibility and common implementation errors.

• Training and evaluating molecular property prediction models
• Building molecule generation workflows
• Learning representations of protein sequences and structures

Create and edit Obsidian Markdown notes with links between notes, embedded images and PDFs, highlighted callout boxes, tags, and properties. Use Obsidian-specific formatting to connect related material and organize information within notes.

• Connect related notes and specific sections with internal links
• Embed notes, images, and PDF pages
• Highlight warnings and key points with callout boxes

Manage Obsidian notes from the command line: read, create, search, update properties, and review tasks. Also supports plugin and theme development through reload commands, error checks, screenshots, and inspection of page elements.

• Search and update notes in an Obsidian vault
• Add tasks to daily notes
• Review tags, properties, and backlinks

Create, update, search, and organize Anytype notes and tasks through a command-line tool. It also supports properties, tags, file uploads, and chat access, with JSON output for use in scripts.

• Create and update tasks in Anytype
• Organize notes with tags and properties
• Search objects across spaces

Draft and check Obsidian notes using its Markdown extensions. Get help with note properties, internal links, embedded content, callouts, equations, and Mermaid diagrams, with checks for formatting consistency and locally verifiable link targets.

• Drafting Obsidian notes with consistent properties
• Checking internal links and embedded content
• Adding callouts, equations, and diagrams

Build and validate Obsidian Bases files that display notes as tables, cards, or lists. Define filters, calculated values, displayed properties, and summaries to create reading lists, task trackers, and other database-like views of existing notes.

• Creating a reading list from existing notes
• Building task views filtered by status
• Checking formulas and displayed properties