Production scheduling optimization skill with constraint handling, changeover minimization, and due date management
Generate developer behavioral profile and create Claude-discoverable artifacts — from general/general-misc
Design and implement formative, summative, and developmental evaluations using logic models and mixed methods
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.
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
PROMETHEE (Preference Ranking Organization Method for Enrichment Evaluation) skill for outranking-based multi-criteria analysis
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.
Compare up to 3 UK properties side by side — comparable sales, EPC ratings, rental yields, stamp duty, and a relative ranking.
Extract atomic propositions from a math manuscript .tex file into a JSONL structural representation, then run R1-R8 mechanical validation.
Prosthetics and orthotics design optimization skill integrating biomechanical requirements with manufacturing constraints
AI-powered PROTAC (Proteolysis Targeting Chimera) design for targeted protein degradation, integrating ternary complex prediction, linker optimization, and ADMET modeling.
Predicts 3D protein structures from amino acid sequences using ESMFold or AlphaFold3 (mock).
Expert skill for proxy server implementation, configuration, and traffic interception
Geometric deep learning-based polygenic risk score prediction using PRS-Net for modeling gene interactions, enhanced disease prediction, and cross-ancestry portability.
Guided setup for the user-level project registry at `~/.pstack/config.json`. Walks any user (tech or non-tech) through registering a repo + GitHub Project + per-Project defaults,…
Append a failed-approach entry to docs/anti-patterns.md. Invoked manually or prompted by /pstack-pr. Use when asked to "log anti-pattern", "/pstack-anti-pattern", "this approach…
Reviewer-side AI brief on a PR. Summarizes the change, flags risk areas, matches against anti-patterns. Reduces reviewer context-load cost.
Programmatic alignment audit for pstack-managed repos. Greps the repo for known-stale vocabulary, dropped invocations (gstack, codex), and posture references that drifted from the…
Create or update a domain doc. Domains are the long-lived layer above features. Use when asked to "create a domain", "update a domain", "/pstack-domain", or "new product surface".
Scaffold pstack content into a project: docs/ folder structure, CLAUDE.md rendered from template, anti-patterns.md, and a .pstack-version marker. Detects monorepo vs single-app.
File a single GitHub issue with shape selector mapped to existing issue templates. Uses GitHub MCP — runs from Claude Desktop or Claude Code without `gh` CLI or a local repo…
Wrap gstack `/office-hours` and post the result to the project's pinned Vision GitHub Issue via GitHub MCP.
End-of-implementation review and PR creation. Enforces conventional commits, orchestrates the full review gauntlet (gstack /review, /codex review + challenge, optional /qa and…
Detects the user's installed pstack version vs the latest marketplace version, prints CHANGELOG/release notes for the gap, runs versioned on-disk migrations, and tells the user…
PTrade/SimTradeLab strategy development guardrails. Auto-loads PTrade API reference, enforces platform constraints (no f-string, no import io/sys), validates lifecycle function…
Helpt bij het open-source publiceren van overheidssoftware conform de Standard for Public Code, publiccode.yml, REUSE-compliance en de Nederlandse open-sourcerichtlijnen.
Push the current working branch to its remote. No PR creation — push only, for resuming a review loop after remediation commits.
PyMeasure laboratory automation skill for instrument control and automated measurement sequences
Structure analysis and presentations using the Pyramid Principle with SCQA and MECE frameworks
PyTorch model training skill with custom training loops, gradient management, and GPU optimization.
UI/UX design audit and verification of web best practices. Trigger when the user wants to audit the design, verify the UI/UX, or improve the user interface.
End-to-end tests with Playwright or Cypress. Trigger when the user wants to create user journey tests, UI integration tests, or browser automation.
Image compression CLI with lossless/lossy options, multiple engines, batch processing, and format conversion. Use when compressing, optimizing, or converting images.
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',…
Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing…
Add Google OAuth login to a Next.js app using NextAuth.js v4 + PrismaAdapter + JWT sessions. Use when asked to "add Google login", "add auth", "add authentication", or "setup…
Use when intake is incomplete and the system must draft a customer clarification request or save an analysis that explains why more information is required.
Conduct systematic qualitative data analysis using grounded theory, thematic analysis, and content analysis with NVivo or Atlas.ti
Internal quality audit skill with planning, execution, findings documentation, and corrective action tracking
Construction quantity takeoff skill for concrete, steel, earthwork, and materials
QUBO (Quadratic Unconstrained Binary Optimization) formulation skill for optimization problems
Read-only multi-agent ship queue dashboard. Shows what each agent is shipping, what's in flight, what version slots are claimed, and what /ship would pick next.
AI-powered multimodal fusion of radiology (CT/MRI/PET) and pathology (H&E/IHC) imaging with clinical and genomic data for comprehensive cancer diagnostics and treatment prediction.
Document chunking with multiple strategies including semantic, recursive, and fixed-size chunking
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.
Cross-encoder reranking and MMR diversity filtering for improved retrieval quality
Retrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, embedding documents, implementing hybrid search, contextual retrieval, HyDE,…
Distributed computing skill using Ray for parallel training, hyperparameter search, and resource management.
Reactive chemical hazards analysis skill for thermal stability, incompatibility, and runaway reaction assessment
Chemical reactor design skill for sizing, configuration selection, and performance optimization
Automatically opens Gmail in Chrome browser and reads the user's latest incoming email.
Intelligently update README.md to sync with code changes. Triggers: readme, 說明, 更新說明, update readme, 文檔同步, documentation, doc, 文件, 說明文件, 更新文檔, sync readme, 同步說明, 專案說明.
Intelligently update README.md to sync with code changes. Triggers: readme, 說明, 更新說明, update readme, 文檔同步, documentation, doc, 文件, 說明文件, 更新文檔, sync readme, 同步說明, 專案說明.
Intelligently update README.md to sync with code changes. Triggers: readme, 說明, 更新說明, update readme, 文檔同步, documentation, doc, 文件, 說明文件, 更新文檔, sync readme, 同步說明, 專案說明.
GLAW Commercial Real-Estate Counsel — papers and diligences commercial property deals. Drafts and reviews commercial leases (NNN/gross/modified-gross, CAM, TI allowance, SNDA,…
Expert-level real estate systems, property management, MLS integration, CRM, virtual tours, and market analysis
Real options valuation skill for analyzing strategic flexibility and investment timing decisions
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…
Record the outcome of the current workflow state into the run ledger and advance state.current to the legal next state. Validates the transition against the workflow definition.
Solve recurrence relations using multiple methods including Master Theorem and generating functions