Process equipment sizing skill using established engineering correlations and standards
Score 85/100
Use when capturing and reporting errors to Sentry, adding context, or handling exceptions. Covers error boundaries, context enrichment, and fingerprinting.
Score 85/100
Expert skill for designing and implementing high-quality compiler error messages
Score 85/100
Use when encountering failures - assess severity, preserve evidence, execute rollback decision tree, and verify post-recovery state
Score 85/100
Guidelines for when and how to escalate support tickets to a manager. Activate when the customer requests a manager or the issue cannot be resolved.
Score 85/100
Apply multiple ethical frameworks (deontological, consequentialist, virtue ethics, care ethics) systematically to moral problems and generate reasoned recommendations
Score 85/100
EU MDR General Safety and Performance Requirements (GSPR) mapping and compliance documentation skill
Score 85/100
Use when picking software for EU customers, GDPR-driven replacements, digital-sovereignty contexts, or when user asks for the European / open-source version of a US product…
Score 85/100
Evaluate epistemic warrant, assess evidence quality and relevance, apply epistemic standards appropriate to different domains, and identify sources of knowledge
Score 85/100
AI-powered extracellular vesicle and exosome analysis for cancer biomarker discovery, liquid biopsy applications, and intercellular communication profiling.
Score 85/100
Use when explaining code, technical concepts, or implementation decisions. Provides structured approach to creating clear, understandable explanations tailored to the audience.
Score 85/100
Use when building and deploying Expo apps with EAS Build. Covers build configuration, development builds, production builds, and app store submission.
Score 85/100
Use when configuring Expo apps with app.json, app.config.js, and EAS configuration. Covers app metadata, plugins, build configuration, and environment variables.
Score 85/100
Use when implementing over-the-air (OTA) updates with Expo Updates. Covers update configuration, checking for updates, and update strategies.
Score 85/100
Use when the user wants to export session data — e.g. 'export my sessions', 'download data', 'export to CSV', 'get my data
Score 85/100
Extended thinking (ultrathink) configuration for Claude API. Activate for complex reasoning tasks, deep analysis, multi-step problem solving, and tasks requiring careful…
Score 85/100
Review and track progress against official 3D Slicer Extension Index requirements
Score 85/100
E&L study design and data analysis skill for chemical characterization of medical devices
Score 85/100
Fairness assessment skill using Fairlearn for bias detection, mitigation, and compliance reporting.
Score 85/100
Identify formal and informal logical fallacies in arguments, classify fallacy types, and explain precisely why reasoning fails with reference to logical principles
Score 85/100
Expert-level precision agriculture, farm management systems, crop monitoring, and agtech
Score 85/100
Sequencing quality control skill for assessing read quality, adapter contamination, and sequence composition
Score 85/100
Specialized skill for fatigue life assessment and durability prediction under cyclic loading conditions
Score 85/100
Fatigue life prediction skill for implants and load-bearing devices using validated approaches
Score 85/100
Finite Element Analysis skill for linear and nonlinear structural analysis, modal analysis, and load combination processing
Score 85/100
Use when user-facing features change. Ensures features documentation is updated. Pauses work if documentation has drifted, triggering documentation-audit skill.
Score 85/100
Aggregate and analyze customer feedback from multiple sources for product insights
Score 85/100
Expert skill for designing and implementing foreign function interfaces to native code
Score 85/100
Focused Ion Beam milling skill for site-specific nanofabrication and cross-section preparation
Score 85/100
Automated inventory rotation management skill ensuring proper product flow based on expiration, production, or receipt dates
Score 85/100
Process and analyze CSV, JSON, and text files with data transformation, cleaning, analysis, and visualization capabilities
Score 85/100
Expert-level financial systems, FinTech, banking, payments, and financial technology
Score 85/100
Automated calculation of business case financial metrics including NPV, IRR, ROI, and TCO
Score 85/100
Validates financial model assumptions, checks formula integrity, stress tests scenarios
Score 85/100
FINER基準（Feasible, Interesting, Novel, Ethical, Relevant）で研究案を評価し、 Go/No-Go判定と改善提案を行う。RWD特有のバイアス・限界も評価項目に含む。
Score 85/100
Guided first session that creates your first useful document through conversation.
Score 85/100
5S workplace organization audit skill with scoring, photo documentation, and sustainability tracking
Score 85/100
Address PR feedback with iterative refinement. MUST BE USED when fixing PR issues. Supports auto-detection (CI failures, code review) and manual triage (user reports bugs).
Score 85/100
Capture solved problems as categorized documentation with YAML frontmatter for fast lookup
Score 85/100
Fix ALL issues via parallel agents with zero tolerance quality enforcement. Use when user says "fix", "fix issues", "fix errors", "fix all", "fix bugs", "fix lint", "fix tests",…
Score 85/100
Comprehensive fleet performance analytics skill tracking KPIs across fuel, utilization, maintenance, and driver performance
Score 85/100
Failure Mode and Effects Analysis facilitation skill for products and processes with risk prioritization and control implementation
Score 85/100
一次修一个 bug + 独立 worktree + 独立 TDD + Bug 修复验收报告 + **多会话并行协调** + dev server 端口治理 + Pass 边界接力（v7.2）。 每个 bug 从登记开始就创建结构化 Bug 修复验收报告。支持 3-4 个窗口同时修不同功能域的 bug， 靠 `.forge/active.md` 心跳文件 +…
Score 85/100
上线前 PR 审查。分析当前分支与基础分支的 diff，检查 SQL 安全、竞态条件、 LLM 信任边界、枚举完整性等测试捕获不到的结构性问题。发现问题直接修复。
Score 85/100
Apply propositional, predicate, and modal logic systems to formalize arguments, construct proofs, and evaluate validity using symbolic notation and truth tables
Score 85/100
Automated freight bill validation skill with discrepancy detection and payment processing automation
Score 85/100
Import a GSD-2 (.gsd/) project back to GSD v1 (.planning/) format
Score 85/100
Comprehensive 3-wave review of all repo source files, producing a prioritized issue backlog.
Score 85/100
Gene fusion detection skill for oncology applications with multiple caller integration
Score 85/100
Comprehensive fuzzing operations with AFL++, libFuzzer, and OSS-Fuzz integration
Score 85/100
Automated compliance validation skill for GAAP and IFRS accounting standards with codification references
Score 85/100
Measurement System Analysis (MSA) skill for Gage R&R studies with variance component analysis and measurement adequacy assessment
Score 85/100
AI sprite generation: portraits, idle loops, animated sheets via Codex/Nano Banana. Use for generated character art.
Score 85/100
Structured gap analysis with automated comparison and prioritization for current vs future state analysis
Score 85/100
Expert skill for garbage collector design and implementation including various collection algorithms
Score 85/100
Avalia quality gates entre fases do SDLC. Verifica artefatos obrigatorios, criterios de qualidade, e aprovacoes necessarias antes de permitir transicao.
Score 85/100
GATK best practices skill for germline and somatic variant calling with joint genotyping
Score 85/100
GDPR compliance assessment and automation for data mapping, consent management, DSAR handling, and privacy impact assessments
Score 85/100
Specialized skill for geometric dimensioning and tolerancing specification per ASME Y14.5 and ISO 1101
Score 85/100
[Trigger] When PPT workflow needs SVG slide layout and aesthetic optimization via Gemini. [Output] Structured optimization suggestions with scores and concrete layout/style…
Score 85/100