PID controller tuning skill for loop optimization using various tuning methods and performance criteria
Score 85/100
Heat integration analysis skill using pinch technology for energy targeting and heat exchanger network design
Score 85/100
Pinecone vector database setup, configuration, and operations for RAG applications
Score 85/100
Create legally compliant performance improvement plan documentation with evidence tracking and milestone management
Score 85/100
CEO/founder-mode plan review. Rethink the problem, find the 10-star product, challenge premises, expand scope when it creates a better product.
Score 85/100
Designer's eye plan review — interactive, like CEO and Eng review. Rates each design dimension 0-10, explains what would make it a 10, then fixes the plan to get there.
Score 85/100
Interactive developer experience plan review. Explores developer personas, benchmarks against competitors, designs magical moments, and traces friction points before scoring.
Score 85/100
Create or update a structured plan directory with a master PLAN.md index and numbered task files (001-*.md).
Score 85/100
Create detailed phase plan (PLAN.md) with verification loop
Score 85/100
Self-tuning question sensitivity + developer psychographic for gstack (v1: observational). Review which AskUserQuestion prompts fire across gstack skills, set per-question…
Score 85/100
Capture forward-looking idea as a seed for future feature design.
Score 85/100
Render PlantUML diagrams to various image formats with theme and styling support
Score 85/100
Plasma etching skill for anisotropic nanostructure patterning with selectivity and profile control
Score 85/100
Specialized skill for 3D point cloud processing and analysis using PCL and Open3D
Score 85/100
Optimize project portfolio selection under constraints using mathematical optimization
Score 85/100
PR measurement and reporting automation following Barcelona Principles with comprehensive analytics and visualization capabilities
Score 85/100
Mise à jour automatique de la description et des labels de PR. Se déclenche avec « mettre à jour la description du PR ».
Score 85/100
Crear PR automáticamente. Se activa con "crear PR", "abrir pull request", "enviar a revisión".
Score 85/100
Pull request lifecycle: commit, codex review, sync, review, fix, status, cleanup, and PR mining. Use when user wants to commit changes, get a second-opinion code review from…
Score 85/100
M&A precedent transaction analysis skill with deal sourcing and premium analysis
Score 85/100
Predictive maintenance scheduling skill using telematics data and historical patterns to maximize fleet uptime
Score 85/100
Analyze randomized algorithms with probability theory tools and concentration inequalities
Score 85/100
Process capability analysis skill with Cp, Cpk, Pp, Ppk calculations and specification compliance assessment
Score 85/100
Process economics estimation skill for capital costs, operating costs, and profitability analysis
Score 85/100
Skill for manufacturing process planning including operation sequencing and work instructions
Score 85/100
Production scheduling optimization skill with constraint handling, changeover minimization, and due date management
Score 85/100
Generate developer behavioral profile and create Claude-discoverable artifacts
Score 85/100
Design and implement formative, summative, and developmental evaluations using logic models and mixed methods
Score 85/100
Use when a session starts, when the user asks to "continúa", "kickoff", "arranca la siguiente rama", or when you need a fast snapshot of repo state before doing branch work.
Score 85/100
Use when the user asks about a specific project or all projects — e.g. 'show me project X', 'project overview', 'what projects do I have', 'project summary
Score 85/100
PROMETHEE (Preference Ranking Organization Method for Enrichment Evaluation) skill for outranking-based multi-criteria analysis
Score 85/100
Generates 15-second vertical promo videos for social media from mastered audio. Use after mastering is complete and before release, when the user wants social media content.
Score 85/100
Prosthetics and orthotics design optimization skill integrating biomechanical requirements with manufacturing constraints
Score 85/100
Expert skill for proxy server implementation, configuration, and traffic interception
Score 85/100
PyMeasure laboratory automation skill for instrument control and automated measurement sequences
Score 85/100
Structure analysis and presentations using the Pyramid Principle with SCQA and MECE frameworks
Score 85/100
PyTorch model training skill with custom training loops, gradient management, and GPU optimization.
Score 85/100
Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants',…
Score 85/100
Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing…
Score 85/100
Conduct systematic qualitative data analysis using grounded theory, thematic analysis, and content analysis with NVivo or Atlas.ti
Score 85/100
Internal quality audit skill with planning, execution, findings documentation, and corrective action tracking
Score 85/100
Construction quantity takeoff skill for concrete, steel, earthwork, and materials
Score 85/100
QUBO (Quadratic Unconstrained Binary Optimization) formulation skill for optimization problems
Score 85/100
Document chunking with multiple strategies including semantic, recursive, and fixed-size chunking
Score 85/100
RAG 시스템 품질 평가 및 개선을 위한 스킬입니다. RAGAS 기반 LLM-as-Judge 평가, 사용자 페르소나 시뮬레이션, 합성 데이터 생성, 평가 결과 저장 및 분석 기능을 제공합니다.
Score 85/100
Cross-encoder reranking and MMR diversity filtering for improved retrieval quality
Score 85/100
Retrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, embedding documents, implementing hybrid search, contextual retrieval, HyDE,…
Score 85/100
Distributed computing skill using Ray for parallel training, hyperparameter search, and resource management.
Score 85/100
Reactive chemical hazards analysis skill for thermal stability, incompatibility, and runaway reaction assessment
Score 85/100
Chemical reactor design skill for sizing, configuration selection, and performance optimization
Score 85/100
Real options valuation skill for analyzing strategic flexibility and investment timing decisions
Score 85/100
Recall, search, continue, or analyze past conversations. Triggers on recall phrases ("what did we discuss", "continue where we left off", "we decided"), retrospective phrases ("do…
Score 85/100
Solve recurrence relations using multiple methods including Master Theorem and generating functions
Score 85/100
Reddit moderation via PRAW: fetch modqueue, classify reports, take actions.
Score 85/100
Reference class forecasting skill to counter optimism bias using historical analogies
Score 85/100
Reference files for complex skills (40+ patterns). Trigger: When creating complex skill with 40+ patterns or 4+ natural sub-topics.
Score 85/100
Refund procedures and policies. Activate when processing a refund for a customer.
Score 85/100
Expert skill for register allocation algorithms including graph coloring, linear scan, and spill code generation
Score 85/100
Pressure relief system design skill for PSV sizing, flare header analysis, and overpressure protection
Score 85/100
Browse entities in the Remnic knowledge graph and surface their facts and relationships. Trigger phrases include "tell me about the entity", "look up", "what do we know about".
Score 85/100