ADK-TS documentation specialist for Fumadocs MDX pages. Use when creating or editing documentation pages in apps/docs/content/docs/, adding new doc sections, discussing docs structure, or updating navigation. Knows Fumadocs components, page archetypes, and navigation registration.
ADK-TS README specialist. Use when creating or editing any README.md file in the monorepo, adding new packages, apps, or starter templates. Knows the four branded README archetypes (root, package, app/contributor, starter template) and enforces consistency.
ADK-TS brand voice, terminology, and writing conventions. Use when writing any documentation, READMEs, changelogs, blog posts, or technical content for the ADK-TS project. Also use when reviewing content for brand and style consistency.
House style for TRMNL framework documentation copy. Use whenever writing or editing docs pages (app/views/framework/.html.erb), intro paragraphs in frameworkhelper.rb, code example captions, or notice boxes.
Single write point for the vault. Centralizes entity detection, textual matching, entity creation/update, and bidirectional linking. Accepts structured input (list of entities), free-form input (text, meeting notes, session context), or graphify output (graph.json + obsidian markdown from /graphify pipeline). Use…
Initialize any folder as a Bedrock-powered Obsidian vault. Creates entity directories, copies templates, configures language and domain taxonomy, scaffolds connected example entities, and checks dependencies. Use when: "bedrock setup", "bedrock-setup", "/bedrock:setup", "initialize vault", "setup vault", "create…
Write Datapages application source packages and use the Datapages CLI. Activate when the user wants to build a web app with Datapages, when you see a datapages.yaml file, or when the project imports the datapages module.
Use Datastar data- HTML attributes and backend actions (@get, @post, @put, @delete) in templates. Activate when writing Templ or HTML templates that use Datastar for frontend reactivity, signals, SSE, or dynamic DOM updates.
API authentication patterns including JWT, OAuth 2.0, API keys, and session-based auth. Covers token generation, validation, refresh strategies, security best practices, and when to use each pattern. Use when implementing API authentication, choosing auth strategy, securing endpoints, or debugging auth issues.…
LLM evaluation and testing patterns including prompt testing, hallucination detection, benchmark creation, and quality metrics. Use when testing LLM applications, validating prompt quality, implementing systematic evaluation, or measuring LLM performance.
Comprehensive guide to implementing RAG systems including vector database selection, chunking strategies, embedding models, and retrieval optimization. Use when building RAG systems, implementing semantic search, optimizing retrieval quality, or debugging RAG performance issues.
Use when the user needs to run GitNexus CLI commands like analyze/index a repo, check status, clean the index, generate a wiki, or list indexed repos. Examples: "Index this repo", "Reanalyze the codebase", "Generate a wiki".
Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: "Why is X failing?", "Where does this error come from?", "Trace this bug".
Use when the user wants to rename, extract, split, move, or restructure code safely. Examples: "Rename this function", "Extract this into a module", "Refactor this class", "Move this to a separate file".
Distill any commercial entity into a personalized brand agent — a living brand persona with authentic voice, declared service capabilities, and a standard service contract. Every commercial entity has a brand: a name, a style, a way of showing up in the world. This skill exists so that a street vendor, a family…
Meta-skill for building and managing agent persona skill packs (instruction-only; no bundled installer or auto-downloaded binaries). Credentials are never written into generated packs by the framework; publish/ACN/register require explicit user CLI. Use when the user wants to create a new agent persona, install/manage…
Act as the Inspector for an LFE-compliant project. Use when verifying an implementation against domain truth, validation baselines, or debugging regressions.
Run a 5-lens pre-build critique of the approved active plan before the Builder starts. Acts as the Architect persona, read-only on src/. Writes .plans/plancritique.md. Use immediately after Brain approves activeplan.md.
Bootstrap a focused improvement session on the LFE framework itself. Use at the start of any session where the goal is to improve, extend, or fix the Library-First Engineering repo — not to use the pipeline on product code. Reads GitHub Issues, git history, and runs structural integrity tests to surface drift…