Documents a Corezoid process — produces a human-readable Markdown file AND enriches the process JSON with descriptions on every node and…
After kickstart, enrich the baseline: prioritize features, APIs, batches, integrations and operational gaps.
Navigate the canonical doc/ structure, read CORPUS_MAP before searching broadly, use doc/_indexes for cross-cutting lookup, and prefer…
Capture durable knowledge into the corpus after a task, discussion, incident, spec or implementation.
Run deterministic checks on the application corpus and turn the results into concrete maintenance actions.
Enrich existing hermit content with frontmatter and tags.
Topic router for the AI Engineering from Scratch curriculum.
Use when writing the cover letter and editor-facing metadata for an Environmental Science & Technology (ES&T) submission.
Use when writing the cover letter for a Field Crops Research (FCR) submission to the Editors-in-Chief.
Use when drafting the editor-facing cover letter that pitches a JAMA manuscript's general medical importance and confirms compliance.
Use when drafting the cover note to the editors for an Annals of Mathematics submission — concisely conveying the main result, its…
Use when writing, adding, improving, diagnosing, explaining, or adapting humor, jokes, punchlines, comic observations, light copy, or…
How to create new skills for an agent-native app.
Writes or revises the main product README so prospective users understand the value of the software and reach a first successful outcome.
Creates a NEW Architectural Decision Record (ADR) documenting a specific architectural decision.
Creates a structured annotation note in references/ with sections for research question, data, findings, and relevance.
Create or revise a branded Slidev presentation with OfficeKit.
Generates a repo-specific orientation.md resource for the learning-opportunities skill.
Create or update product briefs through guided or autonomous discovery.
Create videos from a text prompt using HeyGen's Video Agent (POST /v3/video-agents).
Use when creating code examples for documentation pages - JavaScript, TypeScript, React, Angular, and Vue variants with proper imports…