Documentation Skills

Index and search code repositories, documentation, research papers, HuggingFace datasets, local folders, Slack workspaces, and packages with Nia AI. Includes Oracle autonomous research, GitHub live search, dependency analysis, context sharing, and code advisor.

First Principles Framework - structured reasoning skill for any task requiring auditable thinking, evidence chains, systematic problem-solving, or holonic composition. Use FPF patterns to guide reasoning on engineering, research, and management tasks.

Comprehensive SEO optimization skill based on Google's official guidelines. Covers technical SEO, content SEO, structured data, Core Web Vitals, E-E-A-T strategies, practical code generation, and site audit workflows.

Use this skill BEFORE creating a PR to ensure all documentation, skills, and learnings are updated. Critical for preserving institutional knowledge and preventing documentation drift.

Locate and retrieve specific documentation sections from DiPeO's docs/ by heading anchors or keywords. Returns minimal, targeted excerpts instead of full files. Use when you need precise documentation context without loading entire guides.

Use when working with integrated circuits - microcontrollers, op-amps, voltage regulators, logic ICs. Includes adding patterns, parsing MPNs, extracting specifications like voltage, package, and series information.

Complete step-by-step guide for setting up dbt Projects on Snowflake from beginning to end.

Use this skill when working with component specification extraction, SpecValue wrappers, or type-specific extraction patterns.

Systematically review JAXSR code, documentation, guides, and notebooks for API correctness, engineering quality, and pedagogical clarity.

Remove unnecessary, redundant, or obvious code comments while preserving valuable explanations. Use when cleaning up comments, removing verbose documentation, simplifying inline comments, or preparing code for review.

This skill provides guidance for using the ParametricSearch utility to filter electronic components by their specifications.

Applies Innovations for Poverty Action's official brand colors and typography to any sort of artifact that may benefit from having IPA's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

Turn the idea for a feature into a fully-formed PRD/design/specification and implementation-plan. Use when you have a spec or requirements that needs implementation.

Rules and validation for Mermaid diagrams. Use when creating or editing Mermaid diagrams in documentation.

After implementing a new feature or fixing a bug, make sure to document the changes. Use after finishing the implementation phase for a feature or a bug-fix

Generate a professional Word document research note

Guided wizard for creating Turbo Modules and Expo Modules with iOS and Android implementations

Comprehensive guide for creating high-quality pull requests that are easy to review, well-documented, and follow team standards. Includes templates, size guidelines, and best practices for both authors and reviewers.

Synthesize information across multiple sources into a structured document. Processes sources in batches across sessions to handle more data than fits in context. Discovers and queues related sources automatically. Use for research synthesis, topic deep-dives, or consolidating scattered notes.

Iterative critique and improvement of long-form content (guidebooks, playbooks, essays). Launches parallel judge subagents for multi-dimensional critique, synthesizes findings, presents proposals for user approval. Never edits without consent.

Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes.

Archives completed changes and merges specification deltas into living documentation. Use when changes are deployed, ready to archive, or specs need updating after implementation.

Generate or update documentation for Terrae components

Update project documentation (ADRs, CHANGELOG, running notes) in compact Claude-friendly format

Transforms a technical spec file (SPEC.md, PRD, RFC, ADR, or similar structured design document) into a narrative prose retelling that preserves every technical detail while making it engaging and story-driven. Writes output to STORY.md alongside the source file.

Create, update, or validate agent skills — SKILL.md authoring, frontmatter writing, bundled resource planning, and three-phase discoverability validation. Use when the user says "create a skill", "make a new skill", "write a skill for", "forge a skill", "update this SKILL.

This skill should be used when the user asks to organize documents, generate/update MOC (Map of Content), extract concepts from notes, build document links, identify document types, or analyze knowledge gaps in their Obsidian knowledge base.

Manage protocol/standard specifications that define what a system must do. Use to create, import, or update the contract that TASKs implement against.

Use this skill when users ask questions about Databricks courses, tutorials, documentation, or learning materials from Databricks Academy (customer-academy.databricks.com).

Create comprehensive study notes on a topic. Use when user wants detailed notes, a study guide, or documentation on a subject. Triggers on "study notes", "create notes", "document [topic]", "write up [topic]".