From Chat
to Agents
What you can make with AI
Julio Barros
Appalachian State University
COM 3544, Fall 2026
From Chat to Agents
A tour of AI tools and things you might make with them, from event drafts and images to small interactive experiences. No coding or prior agent experience needed.
The examples are starting points for your own projects, with human judgment and review throughout.
Things to try
AI working with your files.
Images, flyers, and ad ideas.
Tasks to hand off.
Had AI make something beyond a chat response?
Things to try
AI can help with the work around an idea as well as the idea itself: sorting notes, creating drafts, adapting images, or organizing files. A useful first task has a clear result and source material you can share.
Choose something small enough that you can tell whether it worked.
What an agent does
You describe a result.
It works with files and tools.
Checks the result. Chooses the next step.
You steer and review.
What an agent does
An agent uses tools to take steps toward a goal. Given event notes, it might read the files, draft a promotion pack, and save the result. What it can do depends on its tools and permissions.
You can correct its direction along the way. Its own checks don't replace your review.
Rough notes -> first draft
Fictional event: Tiny Gig, an afternoon acoustic set at a record shop.
Input: event facts and rough notes.
Task: announcement, three captions, missing details.
Output: a file to review and edit.
Rough notes -> first draft
Tiny Gig is a fictional acoustic event at a record shop. The approved facts say 2-4 p.m., while an old note says 3 p.m. A useful draft follows the approved facts and flags the conflict.
Missing dates, performers, addresses, and links should stay visible as gaps. Keep the originals and revise a separate draft.
Save time AND try something new
Save time: turn event notes into captions.
Try something new: a game inviting people to the event.
Seen something you wish you could make?
Save time AND try something new
There are two useful directions to explore: make familiar work easier, or attempt something you wouldn't usually make. Event notes becoming captions is the first.
A small game inviting people to an event is the second. Look outside your usual role for ideas, then try a small version. Expect to revise it.
Chat, Cowork, and Work
Chat: questions, ideas, quick drafts.
Claude Cowork: give it files and a task.
ChatGPT Work: similar idea. Delegate and review.
Chat, Cowork, and Work
Chat works well for questions, brainstorming, and short drafts. Cowork and ChatGPT Work offer ways to delegate tasks involving files and tools, then review the results. These uses overlap. Choose based on the work and access you need. Features vary by account and settings.
Further reading (checked September 8, 2026): Claude Cowork, ChatGPT Work.
Cowork walkthrough
- Start a Cowork task.
- Share relevant files or a folder.
- Describe the result.
- Watch progress. Answer questions.
- Open the output. Ask for a change.
Cowork walkthrough
Start with a small set of relevant files and describe the result you want. Check the access you grant, follow progress, then open the output. A follow-up can be simple: "Make caption two more casual, keep the facts, and save a revised copy." Compare that copy with the source before using it.
Further reading (checked September 8, 2026): Cowork getting started.
ChatGPT Work walkthrough
Switch to Work.
Add files. Describe the result.
Follow progress. Open the output.
“Make this a one-page event checklist.”
ChatGPT Work walkthrough
Switch to Work, provide the source files, and describe a deliverable you can review. For Tiny Gig, a one-page checklist could identify missing event details and the conflicting time. Open the result and check it against the sources.
Follow-up requests can change the format or focus without starting the task over. Further reading (checked September 8, 2026): Getting started with ChatGPT Work.
Talk normally. Explain your needs.
“Here's what I'm making. Here's who it's for. Here's an example I like.”
“Ask me what you need before you start.”
“That's too formal. Try it again.”
“Explain that option before I choose.”
Talk normally. Explain your needs.
Explain what you're making, who it's for, and what a useful result looks like. An example or source file gives the tool something concrete to work with. Ask it to clarify gaps before starting.
Short corrections are fine: "Too formal" or "Keep the facts, shorten the caption." Ask for an explanation when an option is unclear.
Files, memory, and connected apps
Start with a few relevant files.
Save the facts and drafts you like.
Connected apps add access. Check permissions.
You approve publishing and sending.
Files, memory, and connected apps
Source files provide facts. Saved instructions describe how you want the work done. Connected apps can give access to information or actions in other services. Check those permissions separately: reading, editing, and sending are different capabilities.
Grant only the access needed, review saved context, and keep approval over publishing or sending.
Tools for making things
| Make | Tools to try |
|---|---|
| Images and edits | ChatGPT Images, Adobe Firefly |
| Flyers and social layouts | Canva, Adobe Express |
| Generated video clips | Adobe Firefly |
| Briefs and other files | Claude Cowork, ChatGPT Work |
Start with what you have.
Tools for making things
Image tools create and edit visuals. Layout editors help arrange text and images into flyers or social posts. Work tools can organize sources and produce files. These categories overlap. Start with existing access, including any college-provided tools, and compare the correction effort on one small task before adding another subscription.
Further reading (checked September 8, 2026): ChatGPT image generation, Canva AI, Adobe Express flyers, Adobe Firefly.
Demo: edit an image
“An illustrated record shop on a rainy afternoon. Warm light, stacks of records, an acoustic guitar. Leave space at the top for a headline.”
Then:
“Keep the composition. Make it brighter and a little more playful.”
Keep talking. Keep refining.
Demo: edit an image
Describe the subject, setting, style, and space needed for text. When revising, say what should change and what should stay. Compare versions carefully: a request for brighter colors may also change objects or composition. For Tiny Gig, an acoustic guitar fits the event.
A DJ turntable could suggest the wrong kind of performance. Further reading (checked September 8, 2026): ChatGPT image generation, Firefly.
A flyer you can edit
Bring the image into Canva.
Add event details as editable text.
Adjust headline, crop, spacing.
Readable at phone size?
A flyer you can edit
Place the image in a layout editor and add event details as editable text. That makes dates, headlines, and spacing easier to revise. Check readability at phone size and in the exported file. Tiny Gig's missing date and address should remain placeholders until supplied.
A polished layout doesn't resolve missing information. Further reading (checked September 8, 2026): Canva flyer maker, Adobe Express flyer maker.
One idea, several versions
Event flyer.
Square social post.
Vertical story.
Short ad. Different opening line.
“Keep the facts and feeling. Adapt this for a smaller space.”
One idea, several versions
The same event idea can become a flyer, square post, vertical story, or short ad. Each format may need a different crop and less text. Keep the name, time, and other facts consistent.
Compare clarity across versions. Making alternatives doesn't tell you which one an audience will respond to best.
Marketing someone can play
Tiny Gig: a one-minute record-shop treasure hunt.
Find a record, guitar pick, sleepy cat.
Find them all. Reveal the invitation.
Curious about the event?
Marketing someone can play
The Tiny Gig concept is a short record-shop treasure hunt. Visitors find a record, guitar pick, and cat, then see the invitation. A small interaction could invite curiosity, but it could also get in the way.
Include a direct route to event details and keyboard-accessible controls. A prototype needs testing with people before you treat it as effective marketing.
A product to explore
Fictional backpack. Clickable features.
Open a pocket. Check what fits. Switch colors.
“Let visitors choose what to inspect.”
What would you check before buying?
A product to explore
A visitor might want to inspect a backpack's laptop compartment before its colors. A clickable demo lets that question guide the experience. Start with approved images and specifications, and mark unknown dimensions.
A simple illustration may be enough. A rotatable 3D version is another possibility, provided it represents the product accurately.
Customer story -> short film
Interview, photos, screen recording.
Ask for a 60-second edit.
The problem. What changed. Evidence.
Customer story -> short film
An interview explains why a problem mattered. Photos or a screen recording can show what changed. Together, they could become a short story grounded in evidence. Get permission, preserve the meaning of quotes, and avoid invented outcomes.
Student sketches and revisions can also tell a project story without implying there was a paying client.
Phone recording -> video draft
Record a short invitation.
Ask for cuts, captions, visuals.
Review. Reuse the style next time.
Example: a 30-second invitation to Tiny Gig.
Phone recording -> video draft
A short phone recording can supply the raw material for an event invitation. AI can help propose cuts, captions, and supporting visuals. Producing the edited file requires suitable media tools. Check source timing, caption accuracy, and any changes to meaning.
Once a format works, reuse its style for later recordings. An edit plan and a finished video are different outputs. Further reading (checked September 8, 2026): Adobe's documentation.
A “what if” proposal
Six posts instead of three?
A vertical version of each?
Change the scope. See the work involved.
Show the assumptions.
A “what if” proposal
A simple selector could let someone change the number of posts and add a second format, then see the resulting deliverable list. The purpose is to make scope easier to discuss.
Show the assumptions behind any estimates. A real price or deadline still needs review and agreement. These controls don't predict campaign performance.
Rehearse the pitch
“Be a curious client. Hear my pitch. Ask one question at a time.”
Then:
“What was unclear? What did I miss?”
Try again.
Rehearse the pitch
Describe the role you want the AI to play and give it enough context to ask useful questions. Practice one answer at a time, then ask what was unclear or unsupported. Try the answer again.
The same approach can help with an internship interview or portfolio explanation. Treat feedback as rehearsal, not evidence of what real clients will think.
Your checks
Names, dates, links, and claims.
Does it fit your idea?
Permission for source material and likenesses.
What can it access, change, or send?
Your checks
Check facts against their sources, including names, dates, links, and claims. Ask whether the result still expresses your idea. Confirm permission for source material and people's likenesses.
Keep private information out of experiments and follow course rules for AI use. Review tool permissions as well as the output: a correct draft doesn't justify an unauthorized action.
Technical Features
- Connectors - use your other tools
- Skills - custom commands
- Scheduled Agents - automatically kick off work
Technical Features
Connectors give AI access to other apps through the permissions you grant, such as reading a shared folder. Skills package reusable instructions and examples for a task: for instance, turning event facts into captions in your preferred style. Scheduled tasks start work at a chosen time, such as preparing a weekly review draft.
Test the task first and check early runs. Availability and setup vary by tool and account. See skills and plugins and scheduled tasks, checked September 16, 2026.
What would you try?
What caught your attention?
What would you try next?
Questions?
Julio Barros
E-String.com
What would you try?
Pick one example that connects to something you want to make. Gather a few relevant sources, describe a small result, and decide how you'll check it. Keep the useful parts and revise what misses.
You can start with a draft or prototype before deciding whether the idea deserves more work. Questions about these examples are welcome at Julio@E-String.com.