Third patch for system deployment practice (#19)

* feat: sample patch update for CI/CD

* test: framework w/ documentation example

* docs: parameter sizes + performance evaluation

* fix: directory location for GPT scheduled workflow

* docs: project management system for inbound workflow

* Further clarification for design sprint planning (#18)

* feat: outline workflow for advisor tooling + benchmark library

* docs: edit headings for next development iteration

Author: TechSolomon

Makefile

@@ -2,6 +2,22 @@ BIN_NAME=nocodb-to-gpt-via-api
 BIN_VERSION=0.0.3
 BIN_DATE=$(shell date +%FT%T%z)
 
+# Advisor Tooling @ Alaska SBDC
+
+eligibility:
+	uv run main.py
+
+publish:
+	echo "This step will typically happen on an approx. ~3 month interval cadence."
+
+subscribe:
+	echo "End users, who are advisors, want information on a daily basis."
+
+update:
+	echo "[OPERATIONS] Batch process every week (via GitHub Actions)."
+	
+debug:
+	ping aksbdc.org
+
 test:
 	pytest
-

README.md

@@ -6,48 +6,26 @@
 > This project utilizes [`uv`](https://docs.astral.sh/uv/) for module management.
 > You can find installation instructions via [relevant operating system](https://docs.astral.sh/uv/getting-started/installation/) documentation.
 
-- Clone repository: `gh repo clone aksbdc/nocodb-to-gpt-via-api`
-- Source navigation: `cd nocodb-to-gpt-via-api`
+- Clone: `gh repo clone aksbdc/nocodb-to-gpt-via-api`
+- Source: `cd nocodb-to-gpt-via-api`
+- Build: [`make`](https://www.gnu.org/software/make/)
 
 ### Branch Management
 
 - `main` → production ready environment.
 - `staging` → testing changes to be merged into `main`.
 - `dev` → testing changes to be merged into `staging`.
 
-## Directory Structure
+## [Architecture Diagram](https://github.com/aksbdc/nocodb-to-gpt-via-api/wiki)
 
-## Architecture Diagram
-
-## User Stories
-
-#### Scenario Planning
+## Scenario Planning
 
 1. [Small Business Owner](https://aksbdc.org/success-stories/)
 1. [Expert Advisor](https://aksbdc.org/about/advisors/)
 1. [General Public](https://alaska.gov/)
 
-### System Benchmarking
-
-### Experimental Design
-
-```mermaid
-journey
-    title Jurisdictional Funding Sources
-    section Funders
-      sample: 5: Small Business
-    section People
-      sample: 5: Small Business
-      sample: 4: Organizations
-    section Loan Types
-      sample: 5: Small Business
-      sample: 4: Organizations
-    section Grants
-      sample: 5: Small Business
-      sample: 4: Organizations
-      sample: 3: Grantors
-      sample: 2: Eligability
-      sample: 1: Industry
-```
-
-### Research Question
+### [System Benchmarking](docs/NOTES.md)
+
+### [Experimental Design](Makefile)
+
+### [Research Question](docs/NOTES.md)

library/benchmark.py

@@ -0,0 +1,2 @@
+# benchmark.py
+# https://pypi.org/project/ai-benchmark/