All Skills

New project initialization protocol — from empty directory to production-ready foundation in one session. Use this skill whenever the user wants to start a new project, initialize a repo, scaffold an application, or set up a codebase from scratch. Also use when they say 'new project', 'start fresh', 'initialize a repo', 'scaffold this', 'set up the project', or 'create a new app'. Covers repo setup, tooling config, folder structure, hello world verification, and CI/CD.

Evaluates whether modifications to existing code maintain or degrade design quality. Use when reviewing changes to existing code (diffs, PRs, or recently modified files) to assess whether each change looks designed-in or bolted-on. Not for scanning against a checklist of design smells (use red-flags) or assessing overall design investment (use strategic-mindset).

Automate customer engagement workflows including broadcast triggers, message analytics, segment management, and newsletter tracking through Customer.io via Composio

# Generate Slides ## Command `/generate_slides` or `generate_slides` ## Navigate Generate Slides ## Keywords slides, presentation, powerpoint, ppt, create slides, generate slides, make slides, slide deck, training slides, course slides, i need slides, want slides, need slides, make a presentation

Automate Deepgram tasks via Rube MCP (Composio). Always search tools first for current schemas.

Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Focuses on SQL injection prevention, access control, code standards, and anti-pattern detection. Complements SQL optimization prompt for complete development coverage.

Story-level quality orchestrator with 4-level Gate (PASS/CONCERNS/FAIL/WAIVED) and Quality Score. Delegates to ln-510 (quality) and ln-520 (tests), calculates final verdict.

Automate Dadata Ru tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Currents API tasks via Rube MCP (Composio). Always search tools first for current schemas.

Perform finance web searches and local context searches. Use when the user needs general finance info from the web (Jina/DDG/Baidu) or needs to retrieve finance information from a local document store (RAG).

Automate Desktime tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Deadline Funnel tasks via Rube MCP (Composio). Always search tools first for current schemas.

Build and manage ETL pipelines for data migration with transformation, CDC, and monitoring

Automate Dialpad tasks via Rube MCP (Composio). Always search tools first for current schemas.

This skill should be used when creating and posting community content to Discord. It generates brand-consistent posts (project updates, tips, milestones, or custom topics), validates them against the brand guide, and posts via webhook after user approval. Triggers on \"post to Discord\", \"Discord update\", \"community post\", \"Discord announcement\", \"write Discord content\".

Generate minimal, research-backed CLAUDE.md / AGENTS.md / COPILOT.md context files for coding agent CLIs. Based on "Evaluating AGENTS.md" (ETH Zurich, Feb 2026) which found that auto-generated context files DECREASE performance by ~3% and increase costs by 20-23%, while minimal human-written files improve performance by ~4%. Use when the user says "generate CLAUDE.md", "create AGENTS.md", "generate context file", "agentmd", "create recommended CLAUDE.md", "generate agent instructions", "init context file", or any request to create/improve a coding agent context file for a repository. Replaces the default /init command which generates bloated, counterproductive context files.

This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise comparison, position bias, evaluation pipelines, or automated quality assessment.

Configure TLS certificates and encryption for secure communications. Use when setting up HTTPS, securing service-to-service connections, implementing mutual TLS (mTLS), or debugging certificate issues.

Hugging Face Transformers with PyTorch Lightning - LightningModule integration, distributed training (FSDP/DeepSpeed), PEFT (LoRA/QLoRA), data pipelines with HF Datasets, evaluation metrics, and common NLP tasks

Automate Procfu tasks via Rube MCP (Composio). Always search tools first for current schemas.

Implement production-ready service mesh deployments with Istio, Linkerd, or Cilium. Configure mTLS, authorization policies, traffic routing, and progressive delivery patterns for secure, observable microservices. Use when setting up service-to-service communication, implementing zero-trust security, or enabling canary deployments.

Run a structured 5-day process to prototype, test, and validate product ideas with real users. Use when the user mentions "design sprint", "validate in a week", "rapid prototype", "test with users", or "de-risk before building". Covers mapping, sketching, deciding, prototyping, and testing. For ongoing experimentation, see lean-startup. For customer job analysis, see jobs-to-be-done.

Graph database implementation for relationship-heavy data models. Use when building social networks, recommendation engines, knowledge graphs, or fraud detection. Covers Neo4j (primary), ArangoDB, Amazon Neptune, Cypher query patterns, and graph data modeling.

Coordinate UX/UI design work across platforms. Launches the UX System Coordinator to orchestrate design specialists.