Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature — from…
ALWAYS USE THIS SKILL when working with Shioaji, SinoPac, or Taiwan financial markets. Covers: placing/modifying/canceling stock/futures/options orders (buy, sell, limit, market,…
Use when work is nearly complete and needs a final readiness check for merge, release, or deployment.
Use when encountering any bug, test failure, unexpected behavior, or error message — before proposing any fixes.
Use when implementing any feature or bugfix, before writing implementation code. Also use when touching test files (*.test.*, *.spec.*, *_test.go), when plan tasks have…
Use when creating, editing, or improving skills, or when a skill isn't triggering correctly. Also use when editing any SKILL.md file, writing skill descriptions, or debugging why…
Use when after a TCN-based formula prediction model has generated initial formula candidates from MS/MS spectra, apply this skill to rescore and refine those candidates when you…
Build, edit, and iterate on Sigma workbook specs — the JSON definition you POST to /v2/workbooks/spec, covering pages, layout, controls, charts, KPIs, tables, formulas, and…
Look up information in SigNoz documentation. Make sure to use this skill whenever the user asks "how do I", "where in the docs", "what does the docs say about", "find docs for",…
This skill should be used to assess the blast radius of a proposed infrastructure or DevOps change before planning.
This skill should be used to capture a knowledge or lessons insight into the correct monthly doc file — appends to docs/knowledge/YYYY-MM.md for project-scoped insights…
Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events — from…
Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events — from…
Use this skill for all requirements-related work in a MATLAB MBSE project using the Requirements Toolbox (slreq).
Use this skill whenever asked to prepare, review, or classify transactions for a Singapore GST return (GST F5 form) for any client.
Reverse engineer any website into a complete build blueprint. Analyzes the HTML structure, fetches and extracts all animation/interaction code from the site's JavaScript, and…
Refactor and optimize Agent Skills using modern Context Engineering principles. Removes 50%+ bloated micro-rules (Unhobbling), converts ad-hoc examples into explicit JSON/YAML…
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with — from…
Guide for decomposing large SKILL.md files into lean core + supporting files. Use this skill when refactoring bloated skills, splitting skill content into references/examples…
This skill records the formal ontological commitments of the skill-graph protocol — what entities exist (Skill, ConceptCard, Eval, ComprehensionEval, Relation, Manifest, Audit,…
This skill should be used when the user asks to "create a skill", "write a SKILL.md", "validate skill structure", "improve skill description", "understand skill protocol", "design…
Complete reference for creating SKILL.md files with proper structure and frontmatter. Use this skill when creating new skills, when understanding skill file format, or when…
A skill for generating a complete Bluetooth Device Manager system — a multi-device Bluetooth control hub that uses Wi-Fi agents to let one device (phone, PC, or tablet) d — from…
This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry.
Cross-validate CLI flags, docs, tests, and targets for consistency across the codebase. Use this skill whenever the user asks to: audit the codebase, check for consistency issues,…
This skill helps Android developers integrate the Asleep SDK for sleep tracking functionality. Use this skill when developers ask about Android implementation, MVVM architecture…
Navigation guide for Sloppy source code, documentation, and architecture — use this skill whenever you need to understand, diagnose, or fix Sloppy itself.
Use this skill to render, submit, and inspect a minimal Slurm smoke job before submitting heavier workloads on a real cluster.
Use when manually generating or updating the canonical 3-workflow GitHub Actions CI/CD set (deploy.yml, provision.yml, post-merge-deploy.yml) for a Node.js + React application…
This skill runs smoke tests to verify critical application functionality. It executes pre-defined test suites that check system health, authentication, core features, and external…
Reference for smol-toml TOML parser/serializer. Use this skill whenever reading, writing, or manipulating TOML files, especially config.toml.
This skill enables Claude to manage and update snapshot tests using intelligent diff analysis and selective updates.
Collect and format the evidence required for a SOC 2 Type I or Type II audit. Use this skill whenever the user mentions soc 2, type ii, evidence collection, trust services…
Use this skill when adding 'Se connecter avec Uccello Hub' authentication to a Laravel project. Activate when: wiring up OAuth login via Uccello Hub (Passport), configuring the…
Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software…
Use this skill when configuring desired-state software deployments in ImmyBot — picking the software, scoping the deployment to a tenant or computer, kicking off a maintenance…
Act as a senior software engineer who builds and reviews code to a professional standard. ALWAYS use this skill when the user develops, refactors, reviews, debugs or extends…
This skill should be used when the user asks about "SOLID principles", "Next.js architecture", "modular structure", "code organization", "file size limits", "interface…
This skill should be used when the user asks "Should I build this feature?", "Is this idea viable?", "Am I over-engineering?", "Should I use Kubernetes?", "validate product idea",…
When the user is a solo founder building their GTM motion, wants to scale without hiring, or needs to design an AI agent team for go-to-market.
Use this skill whenever asked to prepare, review, or classify transactions for a Spanish VAT return (Modelo 303 / IVA autoliquidacion) for a self-employed individual or s — from…
Manage Docker Spark infrastructure for local development or production (S3). Use this skill to start, stop, or check status of Spark clusters. Invoke with /spark-docker.
Use when after annotating ion pairs with known adducts (using adductMatch or diffGetPeaks), use this skill to filter suspected adduct pairs by testing if their pixel-level…
Interactive specification builder that turns a rough project idea into a complete, build-ready spec plus a structured manifest, deliberately leaning on mainstream,…
Task-tier router for the spec-coexist skill suite. Classifies every user message into T0 (trivial) / T1 (small) / T2 (medium) / T3 (large) and invokes only the skills that tier…
This skill should be used when the user asks to "write specifications", "create test specifications", "specification-driven development", "spec-first", "behavioral specs", "derive…
Use when after correlation testing has validated putative parent–adduct ion pairs (e.g., via corrPairsMSI() on a massdiff object annotated with adductMatch results), use this…
Load this skill when executing TDD (Test-Driven Development) methodology. Use when implementing features via strict RED-GREEN-REFACTOR cycles, or when a prompt instructs execution…
Spec-driven coding workflow for coderX agents. Use this skill whenever implementing, fixing, refactoring, or iterating code from hybrid docs or specified requirements, especially…
Use this skill when an accountant, bookkeeper, tax professional, CFO, or finance operator needs an agent to design deterministic spreadsheet logic, reconciliation rules, Excel…
Use this skill when building, auditing, or optimizing spreadsheet models in Excel or Google Sheets. Triggers on formula writing, pivot table creation, dashboard design, data…
Identify and exploit misconfigured Spring Boot Actuator endpoints. This skill covers how to extract sensitive configuration details, heap dumps, environment variables, and…
Invoke this skill when building or modifying Spring Boot services in Kotlin — REST endpoints, services, repositories, coroutines, configuration.
Verifies whether code follows Spring Modulith code structure or not. Show list of violations along with recommendations on how to fix them.
SQLAlchemy ORM and Alembic migration best practices for building safe, performant database schemas. This skill should be used when writing, reviewing, or refactoring SQLAlchemy…
This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and…
This skill should be used when defining a robust, type-safe, and async-compatible database schema for the Todo application using SQLModel, ensuring compatibility with Better Auth…
Generate, validate, and explain Azure resource names and tags following the SSC (Shared Services Canada) / GC Naming and Tagging Standard for Azure v2.1.
Activate this skill for any software build, architecture design, code audit, refactor, or debug task.
This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabilities", "perform SSH…