heldernoid

Edit the visual grid layout of a garden bed, assigning crops to cells on a canvas editor. Use when asked to arrange crops in a bed, draw a planting layout, move crops around, visualize companion planting placement, or check for enemy crop adjacency in a…

Plan crop rotations, planting schedules, and companion planting for garden beds and fields. Use when asked to manage a farm, garden, or plot layout; schedule what to plant and when; check companion planting relationships; track rotation history; or generate a…

Log crop harvests with yield quantity, quality grade, field, and storage destination. Use when asked to record a harvest, check total yield for a crop or field, filter harvest history by date or grade, view analytics charts, or export harvest data. Triggers…

Query and interpret yield analytics data from harvest-logger. Use when asked about yield trends over time, comparing crop performance, finding the best-performing field, analyzing grade quality rates, running season comparisons, or generating data for…

Schedule and monitor irrigation zones with weather-aware skip rules and water usage tracking. Use when asked to manage irrigation timing, set up zone schedules, configure rain-based skip rules, check water usage, trigger manual watering, or apply seasonal…

Configure and troubleshoot weather-based irrigation skip rules using the Open-Meteo API. Use when asked to set up rain forecast skips, configure rain threshold values, debug why zones are or are not being skipped, check weather cache status, understand skip…

Manage per-animal health event records, follow-up scheduling, and treatment cost tracking. Use when asked to add a vet visit note, record a treatment with cost, set a follow-up date, view all events for one animal, filter events by type across the herd, or…

Track individual animals, record health events, vaccinations, weights, and breeding events. Use when asked to add an animal to the herd, log a vaccination, record body weight, track a treatment, set up a breeding event, check overdue vaccinations, or view the…

Run the full AI-driven scraping loop - the LLM generates a config, executes it, validates results, and repairs the config if extraction fails. Use this when you want to scrape a site with zero human configuration.

Use an LLM to automatically generate a scraper config from a URL. Use this when you have a target URL and a list of fields to extract but no existing config. The LLM inspects the page structure and writes the JSON config for you.

Embed this repo's scraping primitives into your own autonomous agent. Use this when you want to call the scraping engine programmatically - not via CLI - and drive the generate/execute/repair loop from your own code with your own LLM.

Expose the scraping toolkit as MCP tools so any MCP-compatible AI agent can autonomously discover, configure, and execute web scrapes. Use this to connect Claude Desktop, Claude Code, or any MCP client to the scraping engine.

Scrape structured data from a URL using a declarative JSON config. Use this when you have a scraper config (or can load one) and want to extract data from a website into structured JSON records.

Maximum output token compression. Cuts token usage ~80% by stripping all filler while keeping full technical accuracy. Benchmarked across 6 models and 5 question types — outperforms caveman, telegraph, bullets, and structured formats. Supports intensity…