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Development

Walk a learner through a phase step by step, one message per step, waiting for a go-ahead between steps.

Data & AI

Build and apply lead scoring models combining ICP fit, behavioral signals, and intent data to prioritize sales.

Productivity

Synchronizes AI session outputs (results, decisions, negatives, pipeline changes) into a TDA-Research Obsidian vault using formatted templates.

Testing

Runs a brepjs-cad skill eval in this session (no API key): re-author playground examples, blind-judge them, or verify precision/recall. Proposes SKILL.md fixes.

Development

Implement a new frontend page with route, components, types, and API calls. Use this skill when adding a screen or feature that talks to the API.

DevOps

Provisions production-grade Vertex AI ADK infrastructure with Terraform: Agent Engine runtime, VPC Service Controls, IAM roles, and secure networking.

Content

Reviews a blog post selected by the daily workflow and records known issues into a JSON index. Flag-only: never edits content or opens PRs.

Development

Creates a pull request after verifying all checks pass. Handles the full ship workflow: verify, push, create PR.

DevOps

Release workflow: update changelog, determine version bump, manage version collision risks, and run verification agents before publishing.

Content

Generates timestamped show notes, key takeaways, guest bios, and formatted transcripts for multi-platform publishing.

Development

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time.

Development

Review and approve/merge pull requests as a maintainer, with a full workflow including approve, request changes, merge, and close actions.