yai

agent-browser CLI — headless Chromium for AI agents. Snapshot-and-ref workflow, core commands, and yai service interaction patterns. Auto-load when asked to open a browser, navigate a URL, click, fill, screenshot, or interact with any yai web UI (Grafana, n8n, Windmill, Langfuse, MinIO, etc.).

Browserless headless Chromium service on the yai stack — REST endpoints (screenshot, PDF, scrape, function), WebSocket CDP/Puppeteer/Playwright patterns, token auth, sizing. Auto-load on Browserless, headless browser, Puppeteer, Playwright, CDP, screenshot, PDF, scrape-script questions.

Generate clean architecture / flow diagrams as PNG+SVG for the yai stack. Hand-laid-out Python→SVG→PNG pipeline (no Mermaid auto-layout). Auto-load when asked to create, update, or render an architecture diagram, flow chart, system diagram, or "draw the stack".

Firecrawl web crawling & scraping API on the yai stack — scrape, crawl, extract endpoints, job status, concurrency knobs, proxy config. Auto-load on Firecrawl, web scrape, crawl, extract, markdown, web content questions.

Grafana on the yai stack — datasource UIDs, file provisioning (not TF), dashboard conventions, scrape targets page, Grafana plugin setup. Auto-load on Grafana, dashboard, datasource, DS_*, panel, templating variable, provisioning questions.

How to control every yai web UI — login recipes, navigation patterns, and common actions for Grafana, Langfuse, MinIO, n8n, Windmill, LiteLLM, Qdrant, and Traefik. Auto-load when asked to log in, navigate, click, or perform any action in a yai service UI.

Langfuse on the yai stack — LLM observability (traces, evals, prompt mgmt), REST API, SDK usage, Langfuse–LiteLLM callback wiring. Auto-load on Langfuse, LLM traces, evals, prompt management, observation, session questions.

LiteLLM proxy on the yai stack — OpenAI-compatible API, virtual key management, model routing (config.yml), spend tracking, health endpoints, Langfuse callback wiring. Auto-load on LiteLLM, LLM gateway, model routing, virtual key, spend, config.yml, proxy questions.

MinIO S3-compatible object storage on the yai stack — bucket ops, mc CLI, presigned URLs, policy management, S3 API recipes. Auto-load on MinIO, S3, object storage, bucket, presigned URL, mc, artifact storage questions.

n8n node reference — core nodes, app/action nodes, AI cluster nodes (agents, LLMs, memory, tools, vector stores). Node parameters, operations, and doc links. Auto-load on questions about specific n8n node types, parameters, AI agent setup, LLM nodes, RAG chains, or "which node should I use for X".

n8n workflow automation on the yai stack — queue mode architecture, REST API, webhook patterns, credential setup, worker scaling, loop patterns, expression gotchas, CLI execution. Auto-load on n8n, workflow, execution, webhook, automation, queue mode questions.

Shared Postgres 17 on the yai stack — connection strings, psql recipes, yai DB layout, cross-network access from containers, pg_dump. Auto-load on Postgres, psql, SQL, database connection, DSN, pg_dump, yai-postgres questions.

Qdrant vector database on the yai stack — collection management, vector search, payload filtering, snapshot API, HTTP recipes. Auto-load on Qdrant, vector DB, embeddings, RAG, collection, similarity search, snapshot questions.

Security rules for the yai stack — never read .env/.env.local, never commit secrets, never overwrite .env files, credential hygiene. Auto-load on .env, .env.local, secret, credential, API key, password, token, encryption key questions.

VictoriaLogs (LogsQL, not LogQL) on the yai stack — stream fields, field discovery, HTTP API recipes, bash helpers, Grafana panel patterns. Auto-load on VictoriaLogs, vlogs, LogsQL, log query, service_name filter, log panel, log stream questions.

VictoriaMetrics single-node on the yai stack — PromQL/MetricsQL, scrape job names (from vmetrics/promscrape.yml), query gotchas, HTTP API recipes. Auto-load on VictoriaMetrics, vmetrics, PromQL, MetricsQL, metric query, recording rule, scrape target questions.

VictoriaTraces (OTLP ingest, Jaeger-compatible query) on the yai stack — which services emit traces, HTTP API recipes, OTLP endpoint. Auto-load on VictoriaTraces, vtraces, OTLP, trace, Jaeger, span questions.

Windmill script/workflow engine on the yai stack — REST API, worker types (default vs native), Python env quirks, dependency cache, scaling. Auto-load on Windmill, script engine, flow, worker, workspace, schedule questions.

yai stack meta — service URLs, env.sh credentials, canonical service-name table, port map, service groups. Auto-load when interacting with any yai service (Grafana, VictoriaMetrics, VictoriaLogs, VictoriaTraces, LiteLLM, Langfuse, n8n, Windmill, Qdrant, MinIO, Postgres, Browserless, Firecrawl) or when the user mentions yai / the stack / a service by name.