AI Agent Skills

Use when integrating, porting, configuring, or debugging embedded C data parsers such as cJSON, jsmn, or inih on MCU projects

Inspect any raster or vector geospatial file. Returns CRS, bounds, bands, resolution, dtype, attribute summaries, and band statistics. Supports GeoTIFF, Shapefile, GeoJS…

Process raster data: clip by bounding box, stack multiple bands, mosaic GeoTIFFs, or convert between raster and vector formats.

The qualification gate of the GTM chain - judges every discovered company against the client's ICP before any paid enrichment, so credits are spent only on comp

Use when a WordPress plugin needs a custom database table — creating with dbDelta (strict SQL format: two spaces before PRIMARY KEY, no trailing comma), writing versione…

Categorize transactions from a pasted CSV or bank statement, flag anomalies, and produce a monthly profit-and-loss summary for a small business. Use when the user says '…

Assess customer health and flag accounts at risk of churning before renewal. Use when the user says 'churn risk', 'at-risk accounts', 'customer health', 'retention analy…

Daily priorities dashboard surfacing meetings, follow-ups due, and stalled deals from pasted CRM data. Use when user says 'my priorities', 'daily crm', 'what's on my pla…

Make an ML system a glass box with reproducible runs, MLflow dataset lineage, drift monitoring, alerting, and SHAP explanations. Use when a deployed model needs traceabi…

Structure reproducible Jupyter notebooks with a fixed section layout, hoisted configuration, and leakage-free scikit-learn pipelines. Use when exploring a dataset, train…

Validate a named 1C:Enterprise configuration extension through BSL module checks, full configuration checks, applicability checks, database update, and database `.cfe` v…

Use when user says "compact json", "minify output", "tight structured", or the agent must emit JSON / structured data. Strip insignificant whitespace, collapse long arra…

Working with Microsoft Access databases exported via VCS (Version Control System for Access). Use when editing Access form definitions (.bas), report definitions, query…

Use when a response needs mathematical notation (equations, filters, set-builder notation, statistics, calculus, linear algebra, logic, ratios, drops, counts) and the ou…

Pull typed, schema-shaped JSON out of web pages. Use when you need fields rather than prose, or the same fields from many pages.

Checks the quality of collected WebAsk responses: too-fast submissions, flat-lined answers, duplicates and junk text. Use when someone doubts the data, suspects manipula…