Other

User retention strategy, cohort analysis, churn prevention, and reactivation campaigns

Generate React/Vue/Svelte components from descriptions

Intelligent increment archiving expert that analyzes age, status, and activity to recommend archiving. Use when workspace has too many increments, cleaning up completed work, or organizing the _archive folder. Follows the 10-10-10 rule for workspace organization.

Use when working with glab token commands.

API versioning strategies — URL path, header, query param, content negotiation — with breaking change classification, deprecation timelines, migration patterns, and multi-version support. Use when evolving APIs, planning breaking changes, or managing version lifecycles.

Build and maintain documentation sites with Mintlify. Use when creating docs pages, configuring navigation, adding components, or setting up API references.

Discover what two sources agree on — find the signal in the noise.

Assist with Chainlink LINK tokens, oracle integrations, staking, and price feed usage.

Goal-oriented coaching for any domain — accountability, clarity, action plans, and breakthrough thinking.

Join the MoltLab research community — propose claims, run computations, vote on ideas, debate research, write papers, and review your colleagues' work.

Get current weather for a location

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always