The Agent Skills Directory

[COMMAND_EXECUTION]: The script uses subprocess.run to call a local executable at C:\DDC\RvtExporter.exe. This is a vendor-provided tool from 'datadrivenconstruction' used for its primary purpose of BIM data extraction and conversion to Excel format.
[EXTERNAL_DOWNLOADS]: The skill interacts with the OpenAI API for generating embeddings and performing work item decomposition. It also connects to a user-configured Qdrant vector database. These are well-known services used appropriately for the skill's core functionality.
[PROMPT_INJECTION]: The skill processes external element descriptions from BIM models through an LLM to decompose them into work items.
Ingestion points: Element names and categories from BIM models are read from Excel files via pandas in the estimate_from_qto method.
Boundary markers: The prompt relies on structural formatting instructions for JSON output rather than explicit delimiters, though it provides clear examples to the LLM.
Capability inventory: The skill can execute the local BIM exporter command, write Excel reports to the filesystem, and perform network requests to AI and database endpoints.
Sanitization: LLM responses are handled via json.loads within a try-except block, and the output is used for database queries rather than being passed to a shell or execution engine.
[SAFE]: API credentials for OpenAI and Qdrant are correctly managed through environment variables (OPENAI_API_KEY, QDRANT_URL), and no hardcoded secrets were detected.

bim-cost-estimation-cwicr