The episode is recorded, but the show notes still need a clear summary, useful topics, and accurate references. A transcript gives you the raw material if you can keep the final copy faithful to the conversation.
OGAD (Off Grid AI Desktop) can help you turn a saved podcast transcript into show notes with a local model. Attach the checked text, specify the format, and review the draft before publishing. After setup, the writing can happen on your computer without sending the transcript to a cloud AI provider.
| Download OGAD | Desktop releases |
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For an independent producer or small content team, the benefit is a starting draft grounded in the episode you made. You can spend the review on emphasis, accuracy, and what listeners will find useful.
What should the show notes help a listener do?
Explain the episode’s subject, identify the useful questions it covers, and point to verified resources. The notes should give someone a reason to listen without promising a discussion that never happened.
Suppose your episode covers how a small studio prepares clients for a recording session. The guest explains preparation mistakes, how to communicate expectations, and what to do when a client arrives without reference material.
A useful set of show notes might include:
| Part | Purpose |
|---|---|
| Short summary | Explain the episode’s main question |
| Topic list | Show what the listener can expect |
| Guest introduction | Use verified details supplied for publication |
| Resources | Link only to checked references |
| Closing action | Tell the listener what to try or explore next |
Avoid turning every interesting sentence into a headline. Choose the parts that describe the actual value of the episode.
What should you prepare before using AI?
Use a checked transcript, the episode title or working topic, and any approved guest information. Keep resource links in a separate verified list if you have them. A transcript may name a website without giving its correct address.
Install OGAD and download a local text model. The procedure uses free core chat on supported Mac and Windows computers. 0.0.54-beta.108 also provides Linux beta packages.
Complete app and model downloads while connected. Use TXT, Markdown, DOCX, or a readable text PDF. Plain text is a simple choice for transcripts because it avoids layout extraction problems.
Keep speaker labels if they are reliable. If they are not, correct them before asking for attributed quotes or guest-specific statements.
How do you make the first draft?
Attach the transcript to a new chat and ask for an outline before full copy. This gives you an early check on what the model thinks the episode is about.
- Select a downloaded local model in Models > Text.
- Open a new chat and choose + > Attach files.
- Add the checked transcript and approved guest notes.
- Wait for processing and inspect the text previews.
- Ask for a proposed summary and topic list with source support.
The document attachment path reads the source text for the model. It does not verify guest biographies, publication rights, or links.
Use:
Draft an episode outline from this transcript. Give the main listener question, five useful topics actually discussed, and a short supporting passage for each. Keep the host’s claims separate from the guest’s. Do not add outside facts or resources.
Review the outline before requesting polished notes.
How do you keep the summary accurate?
Ask for the subject, the useful takeaway, and the limit of the discussion. A good summary can be concise without turning a qualified explanation into a universal claim.
For the studio example, a guest may describe what worked in their own sessions. The notes should not turn that into a guaranteed method for every producer.
Try:
Write a short show-note summary from this approved outline. Preserve the scope of the guest’s claims. Use plain language and specific topics. Do not add performance numbers, guarantees, or a stronger conclusion than the transcript supports.
Read the draft against the source. Pay attention to statements that begin “always,” “never,” or “the best.” Those words can change the meaning even when the rest of the summary looks reasonable.
How should you handle timestamps and quotes?
Use timestamps only when you have a reliable time-coded source and have checked them against the final episode edit. A text transcript without timestamps cannot supply accurate chapter times.
If you want quote candidates, ask the model to extract exact wording rather than rewrite it. Then compare each candidate with the recording and speaker attribution.
Find short potential quotes that are understandable with context. Copy the wording exactly from the transcript and identify the speaker label. Do not polish or combine separate sentences. Flag any quote that needs surrounding context.
The final edit may differ from the working recording. Verify quotes and chapter points against the version you will publish, not merely the first transcript export.
How do you handle links and resources?
Keep a checked resource list with the title and actual URL. Ask the model to include only those links. If the transcript mentions a resource you have not verified, leave it as an item to check rather than allowing a plausible URL to appear in the notes.
For each resource, confirm that it is the one discussed and that the link opens the intended page. The local writing workflow does not perform that verification automatically.
Use:
Add a resource section using only this verified link list. Explain why each resource relates to the episode in one short sentence. Do not invent links for other names mentioned in the transcript.
This keeps the notes useful without creating broken or misleading references.
What if the episode is too long?
Work through topic sections and create checked outlines before combining them. The model’s context must accommodate the transcript, instructions, history, and answer. A long text preview does not guarantee complete use of every passage.
When combining section outlines, preserve their source labels. Check that the final topic list reflects the episode’s balance instead of overemphasising a short but memorable aside.
| Draft problem | Next action |
|---|---|
| The summary promises an unspoken topic | Remove it or find actual supporting discussion |
| A quote has been polished | Restore exact wording and check the audio |
| A URL looks plausible but unverified | Replace it with a checked link or leave it out |
| A chapter time is invented | Use verified final-edit timestamps only |
| The notes miss the ending | Review the final section separately |
Publish notes that match the episode
Copy the approved draft into your normal publishing tool and check its formatting, links, and episode details. This workflow does not publish the podcast or show notes for you.
Download OGAD and start with one checked transcript section. Build the outline, verify the summary, and add only confirmed quotes and links.
Keep the model local for drafting after setup. Link checks and publication need their own connection. The first useful result is a clear set of notes that helps listeners find the value in the episode you actually recorded.