Optimize token usage and context management. Use when sessions feel slow, context is degraded, or you're running out of budget.

Generate phylogenies from genome assemblies using BUSCO/compleasm-based single-copy orthologs with scheduler-aware workflow generation

Use for bun:test syntax, assertions, describe/it, test.skip/only/each, and basic patterns.

Use for Bun runtime, bunfig.toml, watch/hot modes, env vars, CLI flags, and module resolution.

This skill should be used when the user says "spike", "arn spike", "validate risks", "technical validation", "proof of concept", "validate architecture", "risk spike", "test this risk", "will this work", "technical spike", "validate the stack", or wants to validate critical technical risks from the architecture vision by creating minimal proof-of-concept code and testing whether the chosen technologies work as expected.

Trigger: new skills, agent instructions, documenting AI usage patterns. Create LLM-first skills with valid frontmatter.

Trigger: Go tests, go test coverage, Bubbletea teatest, golden files. Apply focused Go testing patterns.

Builds feedback collection systems using Superhuman's PMF framework and YC's "talk to users" methodology. Use when implementing NPS surveys, scheduling user interviews, or measuring product-market fit.

Builds AI-native products using OpenAI's development philosophy and modern AI UX patterns. Use when integrating AI features, designing for model improvements, implementing evals as product specs, or creating AI-first experiences. Based on Kevin Weil (OpenAI CPO) on building for future models, hybrid approaches, and cost optimization.

Analyze and reclaim macOS disk space through intelligent cleanup recommendations. This skill should be used when users report disk space issues, need to clean up their Mac, or want to understand what's consuming storage. Focus on safe, interactive analysis with user confirmation before any deletions.

Agiled integration. Manage Organizations, Leads, Pipelines, Users, Goals, Filters. Use when the user wants to interact with Agiled data.

15Five integration. Manage Persons, Organizations. Use when the user wants to interact with 15Five data.

ActiveCampaign integration. Manage Users, Organizations, Leads, Projects, Goals, Filters. Use when the user wants to interact with ActiveCampaign data.

Agile CRM integration. Manage Persons, Organizations, Deals, Leads, Activities, Notes and more. Use when the user wants to interact with Agile CRM data.

Acuity Scheduling integration. Manage Calendars, Clients, Users, Forms, Packages, Coupons. Use when the user wants to interact with Acuity Scheduling data.

ADP Workforce Now integration. Manage Persons, Organizations, Jobs, Payrolls, Benefitses, Talents. Use when the user wants to interact with ADP Workforce Now data.

1Password integration. Manage data, records, and automate workflows. Use when the user wants to interact with 1Password data.

Aircall integration. Manage Calls, Users, PhoneNumbers. Use when the user wants to interact with Aircall data.

AgencyZoom integration. Manage Organizations, Leads, Users, Goals, Filters. Use when the user wants to interact with AgencyZoom data.

Building and packaging applications with Flox. Use for manifest builds, Nix expression builds, sandbox modes, multi-stage builds, and packaging assets.