CRITICAL: Execution Method

Full pipeline (all 8 frameworks + synthesis): when user asks to "analyze <TICKER>" or "run full analysis" (no "only" one step):

cd skills/company-analyzer && ./scripts/analyze-pipeline.sh <TICKER> --live

Single step only (e.g. "only 02-metrics" or "only produce 01-phase"): do NOT use --live. Run:

cd skills/company-analyzer && ./scripts/run-single-step.sh <TICKER> <FW_ID>

Example: only 02-metrics for KVYO → ./scripts/run-single-step.sh KVYO 02-metrics. Output appears at assets/outputs/<TICKER>_<FW_ID>.md after the script completes. Do not read that file before running the script.

DO NOT spawn subagents. DO NOT use sessions_spawn. Direct script execution only.

Company Analyzer

Perform comprehensive investment research on public companies using 8 specialized analysis frameworks with response caching and cost controls.