AIsa + Claude Code: build a dated research brief from live data

Define the research inputs and connection

Thanks to AIsa for sponsoring this video.

The recorded route uses AIsa’s unified API for model and data services. That can simplify a connection, while service availability and usage terms remain separate things to inspect.

1. Choose the specific YouTube, X, news and keyword inputs the brief needs.
2. Generate the key through the demonstrated route.
3. Load it from a private local .env file and keep that plain-text file out of version control.
4. Do not print the key in chat, reports or screenshots.

Test the data with its date attached

Luke tests the connection using NVIDIA stock data and X trends available at the time. Those are connection examples, not current market information or investment advice.

1. Make a small test request and inspect the source and timestamp.
2. Check that missing or stale data is reported rather than silently summarised as current.
3. Keep the requested time window explicit when collecting rankings, posts or mentions.
4. Separate actual responses from an agent’s interpretation of them.

Build and review the reusable brief

The demonstrated Twitter Autopilot Skill combines the inputs into a dated brief, three ranked video ideas and a tweet draft. A saved Skill is not itself a running schedule.

1. Specify the ranking criteria and the evidence each proposed idea needs.
2. Inspect the original sources behind the brief.
3. Compare the draft post with the evidence and your intended voice.
4. Keep publication and any recurring trigger separate from preparation and review.

The takeaway

The useful result is a traceable, dated research draft. A unified data route does not replace evidence checks or authorise publishing.