Project Guidelines Skill (Example)

Apply Andy Grove's High Output Management principles to diagnose team productivity, design processes, and make management decisions. Use for team structure, meeting design, decision-making, performance management, and operational leverage.

Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing breaking changes in libraries.

Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.

Fuzzing dictionaries guide fuzzers with domain-specific tokens. Use when fuzzing parsers, protocols, or format-specific code.

This skill should be used for project-level decisions about LLM-powered systems: whether an LLM is the right primitive for the task at hand, the shape of a multi-stage batch or agent pipeline, token and cost estimation, choosing between single-agent and multi-agent at the project level, structured output design for downstream parsing, and structuring agent-assisted iteration. Use this when the unit of work is a whole project or a multi-stage pipeline. Route individual tool design to tool-design and individual skill-loading or context-budget tactics to context-optimization.

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

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

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

Control Eight Sleep pods (status, temperature, alarms, schedules).

Control Eight Sleep pods (status, temperature, alarms, schedules).

Control Eight Sleep pods (status, temperature, alarms, schedules).

Control Eight Sleep pods (status, temperature, alarms, schedules).

Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing breaking changes in libraries.

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Install build and extraction tools needed for building Claude Desktop Debian packages

Search and analyze your own session logs (older/parent conversations) using jq.

Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD environments.